warning: commands will be executed using /bin/sh
job 6 at Wed Jun 19 23:15:00 2013
FileBase	/isis3/andresg/Bud/buddy140_061813_reo/buddy140_061813_reo
ElecNo	14
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2048086 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 682695 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 36042 members 
Mstep: Class 3 contains 35967 members 
Mstep: Class 4 contains 35738 members 
Mstep: Class 5 contains 35638 members 
Mstep: Class 6 contains 35958 members 
Mstep: Class 7 contains 35622 members 
Mstep: Class 8 contains 36134 members 
Mstep: Class 9 contains 35754 members 
Mstep: Class 10 contains 36118 members 
Mstep: Class 11 contains 35883 members 
Mstep: Class 12 contains 35640 members 
Mstep: Class 13 contains 35949 members 
Mstep: Class 14 contains 36235 members 
Mstep: Class 15 contains 36191 members 
Mstep: Class 16 contains 36007 members 
Mstep: Class 17 contains 35950 members 
Mstep: Class 18 contains 35955 members 
Mstep: Class 19 contains 35691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 937.662659 but Gain 2182.992188
Score: -39547620.000000 Penalty: 39293.875000
Iteration 0F: 19 clusters Score -3.954762e+07 nChanged 641107
Entering Unmasked Mstep 
Mstep: Class 0 contains 291 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 3 contains 42117 members 
Mstep: Class 4 contains 32882 members 
Mstep: Class 5 contains 27710 members 
Mstep: Class 6 contains 39888 members 
Mstep: Class 7 contains 29603 members 
Mstep: Class 8 contains 50669 members 
Mstep: Class 9 contains 33851 members 
Mstep: Class 10 contains 39609 members 
Mstep: Class 11 contains 37656 members 
Mstep: Class 12 contains 28617 members 
Mstep: Class 13 contains 29524 members 
Mstep: Class 14 contains 69158 members 
Mstep: Class 15 contains 46081 members 
Mstep: Class 16 contains 28693 members 
Mstep: Class 17 contains 31997 members 
Mstep: Class 18 contains 46008 members 
Mstep: Class 19 contains 25664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40959828.000000 Penalty: 39293.875000
Iteration 1F: 19 clusters Score -4.095983e+07 nChanged 154443
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 3 contains 43073 members 
Mstep: Class 4 contains 28333 members 
Mstep: Class 5 contains 23967 members 
Mstep: Class 6 contains 38509 members 
Mstep: Class 7 contains 27835 members 
Mstep: Class 8 contains 59893 members 
Mstep: Class 9 contains 31225 members 
Mstep: Class 10 contains 38889 members 
Mstep: Class 11 contains 36611 members 
Mstep: Class 12 contains 27196 members 
Mstep: Class 13 contains 28047 members 
Mstep: Class 14 contains 83076 members 
Mstep: Class 15 contains 44355 members 
Mstep: Class 16 contains 24020 members 
Mstep: Class 17 contains 30360 members 
Mstep: Class 18 contains 47750 members 
Mstep: Class 19 contains 21702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41098968.000000 Penalty: 39293.875000
Iteration 2F: 19 clusters Score -4.109897e+07 nChanged 127869
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 3 contains 40735 members 
Mstep: Class 4 contains 26894 members 
Mstep: Class 5 contains 21749 members 
Mstep: Class 6 contains 34496 members 
Mstep: Class 7 contains 27629 members 
Mstep: Class 8 contains 72431 members 
Mstep: Class 9 contains 28420 members 
Mstep: Class 10 contains 36434 members 
Mstep: Class 11 contains 32736 members 
Mstep: Class 12 contains 27399 members 
Mstep: Class 13 contains 27799 members 
Mstep: Class 14 contains 97066 members 
Mstep: Class 15 contains 41783 members 
Mstep: Class 16 contains 18861 members 
Mstep: Class 17 contains 28723 members 
Mstep: Class 18 contains 47781 members 
Mstep: Class 19 contains 20353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41202484.000000 Penalty: 39293.875000
Iteration 3F: 19 clusters Score -4.120248e+07 nChanged 111684
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 3 contains 35580 members 
Mstep: Class 4 contains 27433 members 
Mstep: Class 5 contains 21395 members 
Mstep: Class 6 contains 29168 members 
Mstep: Class 7 contains 27597 members 
Mstep: Class 8 contains 87718 members 
Mstep: Class 9 contains 25093 members 
Mstep: Class 10 contains 32864 members 
Mstep: Class 11 contains 27779 members 
Mstep: Class 12 contains 28798 members 
Mstep: Class 13 contains 26822 members 
Mstep: Class 14 contains 111782 members 
Mstep: Class 15 contains 38657 members 
Mstep: Class 16 contains 14026 members 
Mstep: Class 17 contains 27344 members 
Mstep: Class 18 contains 46180 members 
Mstep: Class 19 contains 20639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41286380.000000 Penalty: 39293.875000
Iteration 4F: 19 clusters Score -4.128638e+07 nChanged 99411
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 3 contains 28573 members 
Mstep: Class 4 contains 28262 members 
Mstep: Class 5 contains 21994 members 
Mstep: Class 6 contains 23662 members 
Mstep: Class 7 contains 26742 members 
Mstep: Class 8 contains 103986 members 
Mstep: Class 9 contains 21535 members 
Mstep: Class 10 contains 28992 members 
Mstep: Class 11 contains 22764 members 
Mstep: Class 12 contains 31603 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 127445 members 
Mstep: Class 15 contains 35507 members 
Mstep: Class 16 contains 9998 members 
Mstep: Class 17 contains 26308 members 
Mstep: Class 18 contains 43211 members 
Mstep: Class 19 contains 21506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41358620.000000 Penalty: 39293.875000
Iteration 5F: 19 clusters Score -4.135862e+07 nChanged 89298
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 3 contains 20709 members 
Mstep: Class 4 contains 28797 members 
Mstep: Class 5 contains 23052 members 
Mstep: Class 6 contains 18583 members 
Mstep: Class 7 contains 24530 members 
Mstep: Class 8 contains 118841 members 
Mstep: Class 9 contains 18373 members 
Mstep: Class 10 contains 25130 members 
Mstep: Class 11 contains 18405 members 
Mstep: Class 12 contains 35014 members 
Mstep: Class 13 contains 23765 members 
Mstep: Class 14 contains 144514 members 
Mstep: Class 15 contains 32168 members 
Mstep: Class 16 contains 6927 members 
Mstep: Class 17 contains 25173 members 
Mstep: Class 18 contains 39481 members 
Mstep: Class 19 contains 22420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41423564.000000 Penalty: 39293.875000
Iteration 6F: 19 clusters Score -4.142356e+07 nChanged 80309
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 3 contains 13502 members 
Mstep: Class 4 contains 28645 members 
Mstep: Class 5 contains 24235 members 
Mstep: Class 6 contains 14009 members 
Mstep: Class 7 contains 21243 members 
Mstep: Class 8 contains 130887 members 
Mstep: Class 9 contains 15998 members 
Mstep: Class 10 contains 21287 members 
Mstep: Class 11 contains 14707 members 
Mstep: Class 12 contains 38510 members 
Mstep: Class 13 contains 22203 members 
Mstep: Class 14 contains 162968 members 
Mstep: Class 15 contains 29155 members 
Mstep: Class 16 contains 4681 members 
Mstep: Class 17 contains 23844 members 
Mstep: Class 18 contains 35191 members 
Mstep: Class 19 contains 23090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41481000.000000 Penalty: 39293.875000
Iteration 7F: 19 clusters Score -4.1481e+07 nChanged 71264
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 60749 members 
Mstep: Class 3 contains 7836 members 
Mstep: Class 4 contains 27725 members 
Mstep: Class 5 contains 25111 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 17222 members 
Mstep: Class 8 contains 139944 members 
Mstep: Class 9 contains 14623 members 
Mstep: Class 10 contains 17539 members 
Mstep: Class 11 contains 11653 members 
Mstep: Class 12 contains 41108 members 
Mstep: Class 13 contains 20748 members 
Mstep: Class 14 contains 182319 members 
Mstep: Class 15 contains 26814 members 
Mstep: Class 16 contains 3115 members 
Mstep: Class 17 contains 22222 members 
Mstep: Class 18 contains 30290 members 
Mstep: Class 19 contains 23476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41530748.000000 Penalty: 39293.875000
Iteration 8F: 19 clusters Score -4.153075e+07 nChanged 62018
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 26147 members 
Mstep: Class 5 contains 25433 members 
Mstep: Class 6 contains 7262 members 
Mstep: Class 7 contains 13170 members 
Mstep: Class 8 contains 146246 members 
Mstep: Class 9 contains 14149 members 
Mstep: Class 10 contains 14114 members 
Mstep: Class 11 contains 9389 members 
Mstep: Class 12 contains 42394 members 
Mstep: Class 13 contains 19368 members 
Mstep: Class 14 contains 201466 members 
Mstep: Class 15 contains 25293 members 
Mstep: Class 16 contains 2131 members 
Mstep: Class 17 contains 20108 members 
Mstep: Class 18 contains 25078 members 
Mstep: Class 19 contains 23684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1781.245483 but Gain 2182.992188
Score: -41571976.000000 Penalty: 37110.882812
Iteration 9F: 18 clusters Score -4.157198e+07 nChanged 53440
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 65447 members 
Mstep: Class 3 contains 2152 members 
Mstep: Class 4 contains 24228 members 
Mstep: Class 5 contains 25293 members 
Mstep: Class 6 contains 5256 members 
Mstep: Class 7 contains 9764 members 
Mstep: Class 8 contains 150736 members 
Mstep: Class 9 contains 14572 members 
Mstep: Class 10 contains 11145 members 
Mstep: Class 11 contains 8008 members 
Mstep: Class 12 contains 42525 members 
Mstep: Class 13 contains 18207 members 
Mstep: Class 14 contains 219697 members 
Mstep: Class 15 contains 24433 members 
Mstep: Class 17 contains 17737 members 
Mstep: Class 18 contains 19864 members 
Mstep: Class 19 contains 23624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1145.625977 but Gain 2182.992188
Score: -41607400.000000 Penalty: 34927.890625
Iteration 10F: 17 clusters Score -4.16074e+07 nChanged 44794
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 4 contains 22092 members 
Mstep: Class 5 contains 24689 members 
Mstep: Class 6 contains 3991 members 
Mstep: Class 7 contains 7318 members 
Mstep: Class 8 contains 153890 members 
Mstep: Class 9 contains 15402 members 
Mstep: Class 10 contains 8658 members 
Mstep: Class 11 contains 6992 members 
Mstep: Class 12 contains 41675 members 
Mstep: Class 13 contains 17279 members 
Mstep: Class 14 contains 235977 members 
Mstep: Class 15 contains 23926 members 
Mstep: Class 17 contains 15055 members 
Mstep: Class 18 contains 15139 members 
Mstep: Class 19 contains 23219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41635068.000000 Penalty: 34927.890625
Iteration 11F: 17 clusters Score -4.163507e+07 nChanged 36467
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 68498 members 
Mstep: Class 4 contains 20147 members 
Mstep: Class 5 contains 23614 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 5611 members 
Mstep: Class 8 contains 156052 members 
Mstep: Class 9 contains 16578 members 
Mstep: Class 10 contains 6430 members 
Mstep: Class 11 contains 6451 members 
Mstep: Class 12 contains 40187 members 
Mstep: Class 13 contains 16460 members 
Mstep: Class 14 contains 249774 members 
Mstep: Class 15 contains 23592 members 
Mstep: Class 17 contains 12465 members 
Mstep: Class 18 contains 11258 members 
Mstep: Class 19 contains 22353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41654844.000000 Penalty: 34927.890625
Iteration 12F: 17 clusters Score -4.165484e+07 nChanged 30820
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 68951 members 
Mstep: Class 4 contains 18677 members 
Mstep: Class 5 contains 22192 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 4503 members 
Mstep: Class 8 contains 157781 members 
Mstep: Class 9 contains 17761 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 38495 members 
Mstep: Class 13 contains 15726 members 
Mstep: Class 14 contains 261940 members 
Mstep: Class 15 contains 23394 members 
Mstep: Class 17 contains 10117 members 
Mstep: Class 18 contains 8317 members 
Mstep: Class 19 contains 21149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41671044.000000 Penalty: 34927.890625
Iteration 13Q: 17 clusters Score -4.167104e+07 nChanged 26527
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 4 contains 17594 members 
Mstep: Class 5 contains 20670 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 159237 members 
Mstep: Class 9 contains 18821 members 
Mstep: Class 10 contains 3189 members 
Mstep: Class 11 contains 6493 members 
Mstep: Class 12 contains 36689 members 
Mstep: Class 13 contains 15024 members 
Mstep: Class 14 contains 272439 members 
Mstep: Class 15 contains 23184 members 
Mstep: Class 17 contains 8137 members 
Mstep: Class 18 contains 6268 members 
Mstep: Class 19 contains 19747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41684104.000000 Penalty: 34927.890625
Iteration 14Q: 17 clusters Score -4.16841e+07 nChanged 23254
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 68185 members 
Mstep: Class 4 contains 16774 members 
Mstep: Class 5 contains 19085 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 3358 members 
Mstep: Class 8 contains 160447 members 
Mstep: Class 9 contains 19683 members 
Mstep: Class 10 contains 2176 members 
Mstep: Class 11 contains 6918 members 
Mstep: Class 12 contains 34837 members 
Mstep: Class 13 contains 14381 members 
Mstep: Class 14 contains 281746 members 
Mstep: Class 15 contains 23010 members 
Mstep: Class 17 contains 6648 members 
Mstep: Class 18 contains 4784 members 
Mstep: Class 19 contains 18141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2098.671875 but Gain 2182.994141
Score: -41694680.000000 Penalty: 32744.896484
Iteration 15Q: 16 clusters Score -4.169468e+07 nChanged 21732
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 68281 members 
Mstep: Class 4 contains 16292 members 
Mstep: Class 5 contains 17480 members 
Mstep: Class 6 contains 2538 members 
Mstep: Class 7 contains 3029 members 
Mstep: Class 8 contains 161424 members 
Mstep: Class 9 contains 20356 members 
Mstep: Class 11 contains 7344 members 
Mstep: Class 12 contains 33180 members 
Mstep: Class 13 contains 13733 members 
Mstep: Class 14 contains 290458 members 
Mstep: Class 15 contains 22833 members 
Mstep: Class 17 contains 5555 members 
Mstep: Class 18 contains 3738 members 
Mstep: Class 19 contains 16447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41705060.000000 Penalty: 32744.896484
Iteration 16Q: 16 clusters Score -4.170506e+07 nChanged 17623
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 67030 members 
Mstep: Class 4 contains 15976 members 
Mstep: Class 5 contains 15794 members 
Mstep: Class 6 contains 2604 members 
Mstep: Class 7 contains 2792 members 
Mstep: Class 8 contains 162046 members 
Mstep: Class 9 contains 20814 members 
Mstep: Class 11 contains 7792 members 
Mstep: Class 12 contains 31623 members 
Mstep: Class 13 contains 13137 members 
Mstep: Class 14 contains 297931 members 
Mstep: Class 15 contains 22649 members 
Mstep: Class 17 contains 4832 members 
Mstep: Class 18 contains 2938 members 
Mstep: Class 19 contains 14730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41711508.000000 Penalty: 32744.896484
Iteration 17Q: 16 clusters Score -4.171151e+07 nChanged 15569
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 65772 members 
Mstep: Class 4 contains 15889 members 
Mstep: Class 5 contains 14185 members 
Mstep: Class 6 contains 2679 members 
Mstep: Class 7 contains 2577 members 
Mstep: Class 8 contains 162583 members 
Mstep: Class 9 contains 21081 members 
Mstep: Class 11 contains 8215 members 
Mstep: Class 12 contains 30208 members 
Mstep: Class 13 contains 12549 members 
Mstep: Class 14 contains 304854 members 
Mstep: Class 15 contains 22500 members 
Mstep: Class 17 contains 4331 members 
Mstep: Class 18 contains 2356 members 
Mstep: Class 19 contains 12909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2139.336670 but Gain 2182.994141
Score: -41716944.000000 Penalty: 30561.902344
Iteration 18Q: 15 clusters Score -4.171694e+07 nChanged 15557
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 4 contains 15908 members 
Mstep: Class 5 contains 12795 members 
Mstep: Class 6 contains 2737 members 
Mstep: Class 7 contains 2381 members 
Mstep: Class 8 contains 163239 members 
Mstep: Class 9 contains 21250 members 
Mstep: Class 11 contains 8615 members 
Mstep: Class 12 contains 28992 members 
Mstep: Class 13 contains 11996 members 
Mstep: Class 14 contains 311805 members 
Mstep: Class 15 contains 22989 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 19 contains 11197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41723916.000000 Penalty: 30561.902344
Iteration 19Q: 15 clusters Score -4.172392e+07 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 4 contains 15963 members 
Mstep: Class 5 contains 11322 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 2218 members 
Mstep: Class 8 contains 163558 members 
Mstep: Class 9 contains 21347 members 
Mstep: Class 11 contains 8991 members 
Mstep: Class 12 contains 27884 members 
Mstep: Class 13 contains 11491 members 
Mstep: Class 14 contains 317436 members 
Mstep: Class 15 contains 22913 members 
Mstep: Class 17 contains 3851 members 
Mstep: Class 19 contains 9514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41727972.000000 Penalty: 30561.902344
Iteration 20F: 15 clusters Score -4.172797e+07 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 62241 members 
Mstep: Class 4 contains 16090 members 
Mstep: Class 5 contains 9994 members 
Mstep: Class 6 contains 2880 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 163658 members 
Mstep: Class 9 contains 21376 members 
Mstep: Class 11 contains 9343 members 
Mstep: Class 12 contains 26930 members 
Mstep: Class 13 contains 11042 members 
Mstep: Class 14 contains 322539 members 
Mstep: Class 15 contains 22851 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 19 contains 7939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41730844.000000 Penalty: 30561.902344
Iteration 21Q: 15 clusters Score -4.173084e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 4 contains 16290 members 
Mstep: Class 5 contains 8794 members 
Mstep: Class 6 contains 2991 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 163618 members 
Mstep: Class 9 contains 21351 members 
Mstep: Class 11 contains 9674 members 
Mstep: Class 12 contains 26158 members 
Mstep: Class 13 contains 10607 members 
Mstep: Class 14 contains 327115 members 
Mstep: Class 15 contains 22749 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 19 contains 6547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41733808.000000 Penalty: 30561.902344
Iteration 22Q: 15 clusters Score -4.173381e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 60225 members 
Mstep: Class 4 contains 16560 members 
Mstep: Class 5 contains 7738 members 
Mstep: Class 6 contains 3095 members 
Mstep: Class 7 contains 1765 members 
Mstep: Class 8 contains 163472 members 
Mstep: Class 9 contains 21305 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 25485 members 
Mstep: Class 13 contains 10193 members 
Mstep: Class 14 contains 331149 members 
Mstep: Class 15 contains 22644 members 
Mstep: Class 17 contains 3702 members 
Mstep: Class 19 contains 5325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2079.686035 but Gain 2182.992188
Score: -41736400.000000 Penalty: 28378.910156
Iteration 23Q: 14 clusters Score -4.17364e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 4 contains 16805 members 
Mstep: Class 5 contains 6818 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 8 contains 163688 members 
Mstep: Class 9 contains 21222 members 
Mstep: Class 11 contains 10398 members 
Mstep: Class 12 contains 24914 members 
Mstep: Class 13 contains 9826 members 
Mstep: Class 14 contains 335606 members 
Mstep: Class 15 contains 22534 members 
Mstep: Class 17 contains 3729 members 
Mstep: Class 19 contains 4325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41740432.000000 Penalty: 28378.910156
Iteration 24Q: 14 clusters Score -4.174043e+07 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 4 contains 17123 members 
Mstep: Class 5 contains 6009 members 
Mstep: Class 6 contains 3673 members 
Mstep: Class 8 contains 163339 members 
Mstep: Class 9 contains 21080 members 
Mstep: Class 11 contains 10773 members 
Mstep: Class 12 contains 24420 members 
Mstep: Class 13 contains 9491 members 
Mstep: Class 14 contains 338476 members 
Mstep: Class 15 contains 22422 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 19 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41742564.000000 Penalty: 28378.910156
Iteration 25Q: 14 clusters Score -4.174256e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 4 contains 17442 members 
Mstep: Class 5 contains 5362 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 8 contains 162911 members 
Mstep: Class 9 contains 20974 members 
Mstep: Class 11 contains 11108 members 
Mstep: Class 12 contains 23995 members 
Mstep: Class 13 contains 9145 members 
Mstep: Class 14 contains 340925 members 
Mstep: Class 15 contains 22289 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 19 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41744196.000000 Penalty: 28378.910156
Iteration 26Q: 14 clusters Score -4.17442e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 57330 members 
Mstep: Class 4 contains 17773 members 
Mstep: Class 5 contains 4792 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 8 contains 162474 members 
Mstep: Class 9 contains 20857 members 
Mstep: Class 11 contains 11427 members 
Mstep: Class 12 contains 23651 members 
Mstep: Class 13 contains 8812 members 
Mstep: Class 14 contains 342933 members 
Mstep: Class 15 contains 22171 members 
Mstep: Class 17 contains 3995 members 
Mstep: Class 19 contains 2233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41745616.000000 Penalty: 28378.910156
Iteration 27Q: 14 clusters Score -4.174562e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 4 contains 18096 members 
Mstep: Class 5 contains 4296 members 
Mstep: Class 6 contains 4552 members 
Mstep: Class 8 contains 161942 members 
Mstep: Class 9 contains 20734 members 
Mstep: Class 11 contains 11716 members 
Mstep: Class 12 contains 23340 members 
Mstep: Class 13 contains 8527 members 
Mstep: Class 14 contains 344622 members 
Mstep: Class 15 contains 22080 members 
Mstep: Class 17 contains 4172 members 
Mstep: Class 19 contains 1825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1943.305908 but Gain 2182.994141
Score: -41746752.000000 Penalty: 26195.916016
Iteration 28Q: 13 clusters Score -4.174675e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 4 contains 18592 members 
Mstep: Class 5 contains 3910 members 
Mstep: Class 6 contains 4899 members 
Mstep: Class 8 contains 161502 members 
Mstep: Class 9 contains 20623 members 
Mstep: Class 11 contains 11983 members 
Mstep: Class 12 contains 23059 members 
Mstep: Class 13 contains 8338 members 
Mstep: Class 14 contains 347122 members 
Mstep: Class 15 contains 22013 members 
Mstep: Class 17 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749724.000000 Penalty: 26195.916016
Iteration 29Q: 13 clusters Score -4.174972e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 4 contains 18802 members 
Mstep: Class 5 contains 3562 members 
Mstep: Class 6 contains 5242 members 
Mstep: Class 8 contains 160943 members 
Mstep: Class 9 contains 20518 members 
Mstep: Class 11 contains 12253 members 
Mstep: Class 12 contains 22808 members 
Mstep: Class 13 contains 8110 members 
Mstep: Class 14 contains 348115 members 
Mstep: Class 15 contains 21926 members 
Mstep: Class 17 contains 4600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41750508.000000 Penalty: 26195.916016
Iteration 30Q: 13 clusters Score -4.175051e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 4 contains 19031 members 
Mstep: Class 5 contains 3257 members 
Mstep: Class 6 contains 5599 members 
Mstep: Class 8 contains 160402 members 
Mstep: Class 9 contains 20405 members 
Mstep: Class 11 contains 12485 members 
Mstep: Class 12 contains 22568 members 
Mstep: Class 13 contains 7899 members 
Mstep: Class 14 contains 348881 members 
Mstep: Class 15 contains 21854 members 
Mstep: Class 17 contains 4894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41751148.000000 Penalty: 26195.916016
Iteration 31Q: 13 clusters Score -4.175115e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 4 contains 19255 members 
Mstep: Class 5 contains 3005 members 
Mstep: Class 6 contains 5907 members 
Mstep: Class 8 contains 159760 members 
Mstep: Class 9 contains 20284 members 
Mstep: Class 11 contains 12676 members 
Mstep: Class 12 contains 22345 members 
Mstep: Class 13 contains 7703 members 
Mstep: Class 14 contains 349641 members 
Mstep: Class 15 contains 21795 members 
Mstep: Class 17 contains 5264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41752116.000000 Penalty: 26195.916016
Iteration 32Q: 13 clusters Score -4.175212e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 4 contains 19443 members 
Mstep: Class 5 contains 2800 members 
Mstep: Class 6 contains 6243 members 
Mstep: Class 8 contains 158990 members 
Mstep: Class 9 contains 20163 members 
Mstep: Class 11 contains 12857 members 
Mstep: Class 12 contains 22166 members 
Mstep: Class 13 contains 7540 members 
Mstep: Class 14 contains 350271 members 
Mstep: Class 15 contains 21734 members 
Mstep: Class 17 contains 5711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41753000.000000 Penalty: 26195.916016
Iteration 33Q: 13 clusters Score -4.1753e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 4 contains 19590 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 6539 members 
Mstep: Class 8 contains 158175 members 
Mstep: Class 9 contains 20032 members 
Mstep: Class 11 contains 13020 members 
Mstep: Class 12 contains 22005 members 
Mstep: Class 13 contains 7403 members 
Mstep: Class 14 contains 350880 members 
Mstep: Class 15 contains 21671 members 
Mstep: Class 17 contains 6242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41753604.000000 Penalty: 26195.916016
Iteration 34Q: 13 clusters Score -4.17536e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 4 contains 19725 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 6832 members 
Mstep: Class 8 contains 157281 members 
Mstep: Class 9 contains 19911 members 
Mstep: Class 11 contains 13178 members 
Mstep: Class 12 contains 21883 members 
Mstep: Class 13 contains 7279 members 
Mstep: Class 14 contains 351348 members 
Mstep: Class 15 contains 21627 members 
Mstep: Class 17 contains 6871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41754280.000000 Penalty: 26195.916016
Iteration 35Q: 13 clusters Score -4.175428e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 4 contains 19845 members 
Mstep: Class 5 contains 2313 members 
Mstep: Class 6 contains 7091 members 
Mstep: Class 8 contains 156356 members 
Mstep: Class 9 contains 19795 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 21747 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 351808 members 
Mstep: Class 15 contains 21584 members 
Mstep: Class 17 contains 7580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41755328.000000 Penalty: 26195.916016
Iteration 36Q: 13 clusters Score -4.175533e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 4 contains 19966 members 
Mstep: Class 5 contains 2187 members 
Mstep: Class 6 contains 7352 members 
Mstep: Class 8 contains 155286 members 
Mstep: Class 9 contains 19685 members 
Mstep: Class 11 contains 13411 members 
Mstep: Class 12 contains 21623 members 
Mstep: Class 13 contains 7087 members 
Mstep: Class 14 contains 352212 members 
Mstep: Class 15 contains 21555 members 
Mstep: Class 17 contains 8374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41756128.000000 Penalty: 26195.916016
Iteration 37Q: 13 clusters Score -4.175613e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 4 contains 20066 members 
Mstep: Class 5 contains 2070 members 
Mstep: Class 6 contains 7624 members 
Mstep: Class 8 contains 154178 members 
Mstep: Class 9 contains 19567 members 
Mstep: Class 11 contains 13515 members 
Mstep: Class 12 contains 21511 members 
Mstep: Class 13 contains 7005 members 
Mstep: Class 14 contains 352537 members 
Mstep: Class 15 contains 21518 members 
Mstep: Class 17 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41757036.000000 Penalty: 26195.916016
Iteration 38Q: 13 clusters Score -4.175704e+07 nChanged 4253
Entering ConstructFrom: 
Score: -41757036.000000 Penalty: 26195.916016
Entering ConstructFrom: 
Trying to split cluster 1 (53797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Entering Unmasked Estep 
Score: -3441775.000000 Penalty: 1770.108154
	Iteration 0F: 2 clusters Score -3441775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -3405711.750000 Penalty: 3540.216309
	Iteration 0F: 3 clusters Score -3405712 nChanged 25529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3420428.250000 Penalty: 3540.216309
	Iteration 1F: 3 clusters Score -3420428 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3421644.000000 Penalty: 3540.216309
	Iteration 2Q: 3 clusters Score -3421644 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -3423098.000000 Penalty: 3540.216309
	Iteration 3Q: 3 clusters Score -3423098 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -3424719.500000 Penalty: 3540.216309
	Iteration 4F: 3 clusters Score -3424720 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -3426420.750000 Penalty: 3540.216309
	Iteration 5F: 3 clusters Score -3426421 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -3428400.500000 Penalty: 3540.216309
	Iteration 6F: 3 clusters Score -3428400 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -3430512.250000 Penalty: 3540.216309
	Iteration 7F: 3 clusters Score -3430512 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -3432458.250000 Penalty: 3540.216309
	Iteration 8F: 3 clusters Score -3432458 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -3433754.000000 Penalty: 3540.216309
	Iteration 9Q: 3 clusters Score -3433754 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -3434377.250000 Penalty: 3540.216309
	Iteration 10Q: 3 clusters Score -3434377 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -3434666.500000 Penalty: 3540.216309
	Iteration 11Q: 3 clusters Score -3434666 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -3434809.000000 Penalty: 3540.216309
	Iteration 12Q: 3 clusters Score -3434809 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -3434900.500000 Penalty: 3540.216309
	Iteration 13Q: 3 clusters Score -3434900 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -3434977.750000 Penalty: 3540.216309
	Iteration 14Q: 3 clusters Score -3434978 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -3435033.750000 Penalty: 3540.216309
	Iteration 15Q: 3 clusters Score -3435034 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -3435076.000000 Penalty: 3540.216309
	Iteration 16Q: 3 clusters Score -3435076 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -3435106.750000 Penalty: 3540.216309
	Iteration 17Q: 3 clusters Score -3435107 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -3435129.750000 Penalty: 3540.216309
	Iteration 18Q: 3 clusters Score -3435130 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3435153.000000 Penalty: 3540.216309
	Iteration 19Q: 3 clusters Score -3435153 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -3435175.750000 Penalty: 3540.216309
	Iteration 20F: 3 clusters Score -3435176 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -3435211.750000 Penalty: 3540.216309
	Iteration 21Q: 3 clusters Score -3435212 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -3435240.250000 Penalty: 3540.216309
	Iteration 22Q: 3 clusters Score -3435240 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -3435283.250000 Penalty: 3540.216309
	Iteration 23Q: 3 clusters Score -3435283 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -3435307.500000 Penalty: 3540.216309
	Iteration 24Q: 3 clusters Score -3435308 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -3435329.000000 Penalty: 3540.216309
	Iteration 25Q: 3 clusters Score -3435329 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -3435358.500000 Penalty: 3540.216309
	Iteration 26Q: 3 clusters Score -3435358 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -3435381.000000 Penalty: 3540.216309
	Iteration 27Q: 3 clusters Score -3435381 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -3435406.250000 Penalty: 3540.216309
	Iteration 28Q: 3 clusters Score -3435406 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -3435430.000000 Penalty: 3540.216309
	Iteration 29Q: 3 clusters Score -3435430 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -3435438.500000 Penalty: 3540.216309
	Iteration 30Q: 3 clusters Score -3435438 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -3435439.500000 Penalty: 3540.216309
	Iteration 31Q: 3 clusters Score -3435440 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -3435473.500000 Penalty: 3540.216309
	Iteration 32Q: 3 clusters Score -3435474 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3435520.250000 Penalty: 3540.216309
	Iteration 33Q: 3 clusters Score -3435520 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3435539.250000 Penalty: 3540.216309
	Iteration 34Q: 3 clusters Score -3435539 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -3435543.500000 Penalty: 3540.216309
	Iteration 35Q: 3 clusters Score -3435544 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -3435582.500000 Penalty: 3540.216309
	Iteration 36Q: 3 clusters Score -3435582 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3435612.000000 Penalty: 3540.216309
	Iteration 37Q: 3 clusters Score -3435612 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3435651.750000 Penalty: 3540.216309
	Iteration 38Q: 3 clusters Score -3435652 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -3435685.000000 Penalty: 3540.216309
	Iteration 39Q: 3 clusters Score -3435685 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -3435712.500000 Penalty: 3540.216309
	Iteration 40F: 3 clusters Score -3435712 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -3435746.500000 Penalty: 3540.216309
	Iteration 41Q: 3 clusters Score -3435746 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3435782.250000 Penalty: 3540.216309
	Iteration 42Q: 3 clusters Score -3435782 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3435833.500000 Penalty: 3540.216309
	Iteration 43Q: 3 clusters Score -3435834 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -3435874.250000 Penalty: 3540.216309
	Iteration 44Q: 3 clusters Score -3435874 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3435925.000000 Penalty: 3540.216309
	Iteration 45Q: 3 clusters Score -3435925 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3435966.500000 Penalty: 3540.216309
	Iteration 46Q: 3 clusters Score -3435966 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3436014.750000 Penalty: 3540.216309
	Iteration 47Q: 3 clusters Score -3436015 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -3436070.250000 Penalty: 3540.216309
	Iteration 48Q: 3 clusters Score -3436070 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3436121.500000 Penalty: 3540.216309
	Iteration 49Q: 3 clusters Score -3436122 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -3436196.500000 Penalty: 3540.216309
	Iteration 50Q: 3 clusters Score -3436196 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -3436283.000000 Penalty: 3540.216309
	Iteration 51Q: 3 clusters Score -3436283 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -3436374.500000 Penalty: 3540.216309
	Iteration 52Q: 3 clusters Score -3436374 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -3436483.750000 Penalty: 3540.216309
	Iteration 53Q: 3 clusters Score -3436484 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -3436578.250000 Penalty: 3540.216309
	Iteration 54Q: 3 clusters Score -3436578 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -3436666.500000 Penalty: 3540.216309
	Iteration 55Q: 3 clusters Score -3436666 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -3436803.000000 Penalty: 3540.216309
	Iteration 56Q: 3 clusters Score -3436803 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -3436956.000000 Penalty: 3540.216309
	Iteration 57Q: 3 clusters Score -3436956 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3437087.500000 Penalty: 3540.216309
	Iteration 58Q: 3 clusters Score -3437088 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3437243.250000 Penalty: 3540.216309
	Iteration 59Q: 3 clusters Score -3437243 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -3437388.500000 Penalty: 3540.216309
	Iteration 60F: 3 clusters Score -3437388 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3437545.250000 Penalty: 3540.216309
	Iteration 61Q: 3 clusters Score -3437545 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3437751.750000 Penalty: 3540.216309
	Iteration 62Q: 3 clusters Score -3437752 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3437940.000000 Penalty: 3540.216309
	Iteration 63Q: 3 clusters Score -3437940 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3438135.000000 Penalty: 3540.216309
	Iteration 64Q: 3 clusters Score -3438135 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3438335.750000 Penalty: 3540.216309
	Iteration 65Q: 3 clusters Score -3438336 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -3438552.000000 Penalty: 3540.216309
	Iteration 66Q: 3 clusters Score -3438552 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -3438827.750000 Penalty: 3540.216309
	Iteration 67Q: 3 clusters Score -3438828 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -3439071.750000 Penalty: 3540.216309
	Iteration 68Q: 3 clusters Score -3439072 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3439328.250000 Penalty: 3540.216309
	Iteration 69Q: 3 clusters Score -3439328 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -3439615.250000 Penalty: 3540.216309
	Iteration 70Q: 3 clusters Score -3439615 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -3439891.250000 Penalty: 3540.216309
	Iteration 71Q: 3 clusters Score -3439891 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -3440185.000000 Penalty: 3540.216309
	Iteration 72Q: 3 clusters Score -3440185 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -3440492.000000 Penalty: 3540.216309
	Iteration 73Q: 3 clusters Score -3440492 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -3440749.500000 Penalty: 3540.216309
	Iteration 74Q: 3 clusters Score -3440750 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -3441008.750000 Penalty: 3540.216309
	Iteration 75Q: 3 clusters Score -3441009 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3441259.000000 Penalty: 3540.216309
	Iteration 76Q: 3 clusters Score -3441259 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -3441472.000000 Penalty: 3540.216309
	Iteration 77Q: 3 clusters Score -3441472 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -3441671.250000 Penalty: 3540.216309
	Iteration 78Q: 3 clusters Score -3441671 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3441843.250000 Penalty: 3540.216309
	Iteration 79Q: 3 clusters Score -3441843 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -3441990.750000 Penalty: 3540.216309
	Iteration 80F: 3 clusters Score -3441991 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -3442160.250000 Penalty: 3540.216309
	Iteration 81Q: 3 clusters Score -3442160 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3442283.250000 Penalty: 3540.216309
	Iteration 82Q: 3 clusters Score -3442283 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3442401.000000 Penalty: 3540.216309
	Iteration 83Q: 3 clusters Score -3442401 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3442463.750000 Penalty: 3540.216309
	Iteration 84Q: 3 clusters Score -3442464 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3442550.750000 Penalty: 3540.216309
	Iteration 85Q: 3 clusters Score -3442551 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3442620.750000 Penalty: 3540.216309
	Iteration 86Q: 3 clusters Score -3442621 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3442663.250000 Penalty: 3540.216309
	Iteration 87Q: 3 clusters Score -3442663 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3442702.750000 Penalty: 3540.216309
	Iteration 88Q: 3 clusters Score -3442703 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3442735.000000 Penalty: 3540.216309
	Iteration 89Q: 3 clusters Score -3442735 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3442760.250000 Penalty: 3540.216309
	Iteration 90Q: 3 clusters Score -3442760 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3442778.500000 Penalty: 3540.216309
	Iteration 91Q: 3 clusters Score -3442778 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3442797.500000 Penalty: 3540.216309
	Iteration 92Q: 3 clusters Score -3442798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3442817.500000 Penalty: 3540.216309
	Iteration 93Q: 3 clusters Score -3442818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3442821.500000 Penalty: 3540.216309
	Iteration 94Q: 3 clusters Score -3442822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3442824.250000 Penalty: 3540.216309
	Iteration 95Q: 3 clusters Score -3442824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3442832.000000 Penalty: 3540.216309
	Iteration 96Q: 3 clusters Score -3442832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3442832.500000 Penalty: 3540.216309
	Iteration 97Q: 3 clusters Score -3442832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3442837.000000 Penalty: 3540.216309
	Iteration 98Q: 3 clusters Score -3442837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3442841.000000 Penalty: 3540.216309
	Iteration 99Q: 3 clusters Score -3442841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3442846.750000 Penalty: 3540.216309
	Iteration 100F: 3 clusters Score -3442847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3442846.750000 Penalty: 3540.216309
	Iteration 101Q: 3 clusters Score -3442847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3442851.750000 Penalty: 3540.216309
	Iteration 102Q: 3 clusters Score -3442852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3442850.500000 Penalty: 3540.216309
	Iteration 103Q: 3 clusters Score -3442850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3442854.500000 Penalty: 3540.216309
	Iteration 104Q: 3 clusters Score -3442854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3442862.250000 Penalty: 3540.216309
	Iteration 105Q: 3 clusters Score -3442862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3442857.500000 Penalty: 3540.216309
	Iteration 106Q: 3 clusters Score -3442858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3442852.000000 Penalty: 3540.216309
	Iteration 107Q: 3 clusters Score -3442852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3442861.250000 Penalty: 3540.216309
	Iteration 108Q: 3 clusters Score -3442861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3442865.000000 Penalty: 3540.216309
	Iteration 109Q: 3 clusters Score -3442865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3442866.750000 Penalty: 3540.216309
	Iteration 110Q: 3 clusters Score -3442867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3442868.500000 Penalty: 3540.216309
	Iteration 111Q: 3 clusters Score -3442868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3442871.750000 Penalty: 3540.216309
	Iteration 112Q: 3 clusters Score -3442872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52433 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3442874.500000 Penalty: 3540.216309
	Iteration 113Q: 3 clusters Score -3442874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3442870.750000 Penalty: 3540.216309
	Iteration 114Q: 3 clusters Score -3442871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3442870.750000 Penalty: 3540.216309
	Iteration 115F: 3 clusters Score -3442871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 4 contains 20145 members 
Mstep: Class 5 contains 1979 members 
Mstep: Class 6 contains 7892 members 
Mstep: Class 8 contains 153020 members 
Mstep: Class 9 contains 19457 members 
Mstep: Class 11 contains 13601 members 
Mstep: Class 12 contains 21402 members 
Mstep: Class 13 contains 6943 members 
Mstep: Class 14 contains 352861 members 
Mstep: Class 15 contains 21502 members 
Mstep: Class 17 contains 10092 members 
Entering Unmasked Estep 
Score: -41757816.000000 Penalty: 28378.910156
Splitting cluster 1 changes total score from -41757036.000000 to -41757816.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (20145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Entering Unmasked Estep 
Score: -1235600.000000 Penalty: 1610.490601
	Iteration 0F: 2 clusters Score -1235600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1221801.875000 Penalty: 3220.981201
	Iteration 0F: 3 clusters Score -1221802 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1227005.625000 Penalty: 3220.981201
	Iteration 1F: 3 clusters Score -1227006 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1227580.375000 Penalty: 3220.981201
	Iteration 2F: 3 clusters Score -1227580 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1228323.625000 Penalty: 3220.981201
	Iteration 3F: 3 clusters Score -1228324 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1229407.125000 Penalty: 3220.981201
	Iteration 4F: 3 clusters Score -1229407 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -1230795.000000 Penalty: 3220.981201
	Iteration 5F: 3 clusters Score -1230795 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -1232145.750000 Penalty: 3220.981201
	Iteration 6F: 3 clusters Score -1232146 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -1233131.375000 Penalty: 3220.981201
	Iteration 7F: 3 clusters Score -1233131 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -1233695.000000 Penalty: 3220.981201
	Iteration 8Q: 3 clusters Score -1233695 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -1233956.500000 Penalty: 3220.981201
	Iteration 9Q: 3 clusters Score -1233956 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -1234052.875000 Penalty: 3220.981201
	Iteration 10Q: 3 clusters Score -1234053 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -1234109.250000 Penalty: 3220.981201
	Iteration 11Q: 3 clusters Score -1234109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -1234155.750000 Penalty: 3220.981201
	Iteration 12Q: 3 clusters Score -1234156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -1234177.000000 Penalty: 3220.981201
	Iteration 13Q: 3 clusters Score -1234177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -1234194.375000 Penalty: 3220.981201
	Iteration 14Q: 3 clusters Score -1234194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -1234197.000000 Penalty: 3220.981201
	Iteration 15Q: 3 clusters Score -1234197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -1234202.000000 Penalty: 3220.981201
	Iteration 16Q: 3 clusters Score -1234202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -1234205.625000 Penalty: 3220.981201
	Iteration 17Q: 3 clusters Score -1234206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -1234207.375000 Penalty: 3220.981201
	Iteration 18Q: 3 clusters Score -1234207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -1234207.875000 Penalty: 3220.981201
	Iteration 19Q: 3 clusters Score -1234208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -1234211.500000 Penalty: 3220.981201
	Iteration 20F: 3 clusters Score -1234212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Entering Unmasked Estep 
Score: -123329.593750 Penalty: 1233.431396
	Iteration 0F: 2 clusters Score -123329.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -121240.429688 Penalty: 2466.862793
	Iteration 0F: 3 clusters Score -121240.4 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -121660.546875 Penalty: 2466.862793
	Iteration 1F: 3 clusters Score -121660.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -121743.773438 Penalty: 2466.862793
	Iteration 2F: 3 clusters Score -121743.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -121797.078125 Penalty: 2466.862793
	Iteration 3Q: 3 clusters Score -121797.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -121828.609375 Penalty: 2466.862793
	Iteration 4Q: 3 clusters Score -121828.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -121846.289062 Penalty: 2466.862793
	Iteration 5Q: 3 clusters Score -121846.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -121859.382812 Penalty: 2466.862793
	Iteration 6Q: 3 clusters Score -121859.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -121868.679688 Penalty: 2466.862793
	Iteration 7Q: 3 clusters Score -121868.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -121872.460938 Penalty: 2466.862793
	Iteration 8Q: 3 clusters Score -121872.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -121875.023438 Penalty: 2466.862793
	Iteration 9Q: 3 clusters Score -121875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -121876.203125 Penalty: 2466.862793
	Iteration 10Q: 3 clusters Score -121876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -121876.820312 Penalty: 2466.862793
	Iteration 11Q: 3 clusters Score -121876.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -121877.460938 Penalty: 2466.862793
	Iteration 12Q: 3 clusters Score -121877.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -121877.460938 Penalty: 2466.862793
	Iteration 13F: 3 clusters Score -121877.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Entering Unmasked Estep 
Score: -518755.375000 Penalty: 1458.210815
	Iteration 0F: 2 clusters Score -518755.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -512935.593750 Penalty: 2916.421631
	Iteration 0F: 3 clusters Score -512935.6 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -514710.062500 Penalty: 2916.421631
	Iteration 1F: 3 clusters Score -514710.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -514904.968750 Penalty: 2916.421631
	Iteration 2F: 3 clusters Score -514905 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -515048.093750 Penalty: 2916.421631
	Iteration 3Q: 3 clusters Score -515048.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -515186.343750 Penalty: 2916.421631
	Iteration 4Q: 3 clusters Score -515186.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -515333.250000 Penalty: 2916.421631
	Iteration 5Q: 3 clusters Score -515333.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -515475.750000 Penalty: 2916.421631
	Iteration 6Q: 3 clusters Score -515475.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -515660.500000 Penalty: 2916.421631
	Iteration 7Q: 3 clusters Score -515660.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -515895.375000 Penalty: 2916.421631
	Iteration 8Q: 3 clusters Score -515895.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -516177.781250 Penalty: 2916.421631
	Iteration 9Q: 3 clusters Score -516177.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -516442.500000 Penalty: 2916.421631
	Iteration 10Q: 3 clusters Score -516442.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -516646.562500 Penalty: 2916.421631
	Iteration 11Q: 3 clusters Score -516646.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -516782.781250 Penalty: 2916.421631
	Iteration 12Q: 3 clusters Score -516782.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -516882.281250 Penalty: 2916.421631
	Iteration 13Q: 3 clusters Score -516882.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -516955.250000 Penalty: 2916.421631
	Iteration 14Q: 3 clusters Score -516955.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -517002.937500 Penalty: 2916.421631
	Iteration 15Q: 3 clusters Score -517002.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -517055.875000 Penalty: 2916.421631
	Iteration 16Q: 3 clusters Score -517055.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -517107.656250 Penalty: 2916.421631
	Iteration 17Q: 3 clusters Score -517107.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -517147.250000 Penalty: 2916.421631
	Iteration 18Q: 3 clusters Score -517147.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -517180.906250 Penalty: 2916.421631
	Iteration 19Q: 3 clusters Score -517180.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -517208.062500 Penalty: 2916.421631
	Iteration 20F: 3 clusters Score -517208.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -517227.406250 Penalty: 2916.421631
	Iteration 21Q: 3 clusters Score -517227.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -517243.093750 Penalty: 2916.421631
	Iteration 22Q: 3 clusters Score -517243.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -517256.093750 Penalty: 2916.421631
	Iteration 23Q: 3 clusters Score -517256.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -517265.218750 Penalty: 2916.421631
	Iteration 24Q: 3 clusters Score -517265.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -517274.031250 Penalty: 2916.421631
	Iteration 25Q: 3 clusters Score -517274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -517279.937500 Penalty: 2916.421631
	Iteration 26Q: 3 clusters Score -517279.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -517286.562500 Penalty: 2916.421631
	Iteration 27Q: 3 clusters Score -517286.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -517292.937500 Penalty: 2916.421631
	Iteration 28Q: 3 clusters Score -517292.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -517295.937500 Penalty: 2916.421631
	Iteration 29Q: 3 clusters Score -517295.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -517299.468750 Penalty: 2916.421631
	Iteration 30Q: 3 clusters Score -517299.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -517305.187500 Penalty: 2916.421631
	Iteration 31Q: 3 clusters Score -517305.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -517310.312500 Penalty: 2916.421631
	Iteration 32Q: 3 clusters Score -517310.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -517318.125000 Penalty: 2916.421631
	Iteration 33Q: 3 clusters Score -517318.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -517325.031250 Penalty: 2916.421631
	Iteration 34Q: 3 clusters Score -517325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -517328.968750 Penalty: 2916.421631
	Iteration 35Q: 3 clusters Score -517329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -517334.500000 Penalty: 2916.421631
	Iteration 36Q: 3 clusters Score -517334.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -517339.468750 Penalty: 2916.421631
	Iteration 37Q: 3 clusters Score -517339.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -517345.093750 Penalty: 2916.421631
	Iteration 38Q: 3 clusters Score -517345.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -517350.593750 Penalty: 2916.421631
	Iteration 39Q: 3 clusters Score -517350.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -517352.281250 Penalty: 2916.421631
	Iteration 40F: 3 clusters Score -517352.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -517352.562500 Penalty: 2916.421631
	Iteration 41Q: 3 clusters Score -517352.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -517353.468750 Penalty: 2916.421631
	Iteration 42Q: 3 clusters Score -517353.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -517353.468750 Penalty: 2916.421631
	Iteration 43F: 3 clusters Score -517353.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (153020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153020 members 
Entering Unmasked Estep 
Score: -9630932.000000 Penalty: 1939.977661
	Iteration 0F: 2 clusters Score -9630932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76455 members 
Mstep: Class 2 contains 76565 members 
Entering Unmasked Estep 
Score: -9528340.000000 Penalty: 3879.955322
	Iteration 0F: 3 clusters Score -9528340 nChanged 73778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 76439 members 
Entering Unmasked Estep 
Score: -9572551.000000 Penalty: 3879.955322
	Iteration 1F: 3 clusters Score -9572551 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76856 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -9575161.000000 Penalty: 3879.955322
	Iteration 2Q: 3 clusters Score -9575161 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77933 members 
Mstep: Class 2 contains 75087 members 
Entering Unmasked Estep 
Score: -9579241.000000 Penalty: 3879.955322
	Iteration 3Q: 3 clusters Score -9579241 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80492 members 
Mstep: Class 2 contains 72528 members 
Entering Unmasked Estep 
Score: -9584012.000000 Penalty: 3879.955322
	Iteration 4F: 3 clusters Score -9584012 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84703 members 
Mstep: Class 2 contains 68317 members 
Entering Unmasked Estep 
Score: -9590121.000000 Penalty: 3879.955322
	Iteration 5F: 3 clusters Score -9590121 nChanged 10774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -9597503.000000 Penalty: 3879.955322
	Iteration 6F: 3 clusters Score -9597503 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95842 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -9604847.000000 Penalty: 3879.955322
	Iteration 7F: 3 clusters Score -9604847 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100450 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -9610365.000000 Penalty: 3879.955322
	Iteration 8F: 3 clusters Score -9610365 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103859 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -9613712.000000 Penalty: 3879.955322
	Iteration 9Q: 3 clusters Score -9613712 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106401 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -9615543.000000 Penalty: 3879.955322
	Iteration 10Q: 3 clusters Score -9615543 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108577 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -9616837.000000 Penalty: 3879.955322
	Iteration 11Q: 3 clusters Score -9616837 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110694 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -9617714.000000 Penalty: 3879.955322
	Iteration 12Q: 3 clusters Score -9617714 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112780 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -9618517.000000 Penalty: 3879.955322
	Iteration 13Q: 3 clusters Score -9618517 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114832 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -9619127.000000 Penalty: 3879.955322
	Iteration 14Q: 3 clusters Score -9619127 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116840 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -9619817.000000 Penalty: 3879.955322
	Iteration 15Q: 3 clusters Score -9619817 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118907 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -9620401.000000 Penalty: 3879.955322
	Iteration 16Q: 3 clusters Score -9620401 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121104 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -9621164.000000 Penalty: 3879.955322
	Iteration 17Q: 3 clusters Score -9621164 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123369 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -9621974.000000 Penalty: 3879.955322
	Iteration 18Q: 3 clusters Score -9621974 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125649 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -9622777.000000 Penalty: 3879.955322
	Iteration 19Q: 3 clusters Score -9622777 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127909 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -9623591.000000 Penalty: 3879.955322
	Iteration 20F: 3 clusters Score -9623591 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130217 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -9624535.000000 Penalty: 3879.955322
	Iteration 21Q: 3 clusters Score -9624535 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132445 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -9625452.000000 Penalty: 3879.955322
	Iteration 22Q: 3 clusters Score -9625452 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134775 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -9626564.000000 Penalty: 3879.955322
	Iteration 23Q: 3 clusters Score -9626564 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137080 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -9627800.000000 Penalty: 3879.955322
	Iteration 24Q: 3 clusters Score -9627800 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139445 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -9629251.000000 Penalty: 3879.955322
	Iteration 25Q: 3 clusters Score -9629251 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141743 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -9630580.000000 Penalty: 3879.955322
	Iteration 26Q: 3 clusters Score -9630580 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143808 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -9632070.000000 Penalty: 3879.955322
	Iteration 27Q: 3 clusters Score -9632070 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145572 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -9633337.000000 Penalty: 3879.955322
	Iteration 28Q: 3 clusters Score -9633337 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146895 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -9634378.000000 Penalty: 3879.955322
	Iteration 29Q: 3 clusters Score -9634378 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147843 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -9635254.000000 Penalty: 3879.955322
	Iteration 30Q: 3 clusters Score -9635254 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148378 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -9635868.000000 Penalty: 3879.955322
	Iteration 31Q: 3 clusters Score -9635868 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148646 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -9636394.000000 Penalty: 3879.955322
	Iteration 32Q: 3 clusters Score -9636394 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148741 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -9636764.000000 Penalty: 3879.955322
	Iteration 33Q: 3 clusters Score -9636764 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148738 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -9636963.000000 Penalty: 3879.955322
	Iteration 34Q: 3 clusters Score -9636963 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148714 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -9637021.000000 Penalty: 3879.955322
	Iteration 35Q: 3 clusters Score -9637021 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148698 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -9637081.000000 Penalty: 3879.955322
	Iteration 36Q: 3 clusters Score -9637081 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148694 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -9637147.000000 Penalty: 3879.955322
	Iteration 37Q: 3 clusters Score -9637147 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148692 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -9637110.000000 Penalty: 3879.955322
	Iteration 38Q: 3 clusters Score -9637110 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148683 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -9637117.000000 Penalty: 3879.955322
	Iteration 39Q: 3 clusters Score -9637117 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148697 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -9637165.000000 Penalty: 3879.955322
	Iteration 40F: 3 clusters Score -9637165 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148705 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -9637173.000000 Penalty: 3879.955322
	Iteration 41Q: 3 clusters Score -9637173 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148703 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -9637191.000000 Penalty: 3879.955322
	Iteration 42Q: 3 clusters Score -9637191 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148720 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -9637201.000000 Penalty: 3879.955322
	Iteration 43Q: 3 clusters Score -9637201 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148740 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -9637232.000000 Penalty: 3879.955322
	Iteration 44Q: 3 clusters Score -9637232 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148757 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -9637222.000000 Penalty: 3879.955322
	Iteration 45Q: 3 clusters Score -9637222 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148769 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -9637268.000000 Penalty: 3879.955322
	Iteration 46Q: 3 clusters Score -9637268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148771 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -9637254.000000 Penalty: 3879.955322
	Iteration 47Q: 3 clusters Score -9637254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148761 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -9637290.000000 Penalty: 3879.955322
	Iteration 48Q: 3 clusters Score -9637290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148753 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -9637293.000000 Penalty: 3879.955322
	Iteration 49Q: 3 clusters Score -9637293 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148755 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -9637287.000000 Penalty: 3879.955322
	Iteration 50Q: 3 clusters Score -9637287 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148752 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -9637283.000000 Penalty: 3879.955322
	Iteration 51Q: 3 clusters Score -9637283 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148744 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -9637293.000000 Penalty: 3879.955322
	Iteration 52Q: 3 clusters Score -9637293 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148731 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -9637281.000000 Penalty: 3879.955322
	Iteration 53Q: 3 clusters Score -9637281 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148724 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -9637283.000000 Penalty: 3879.955322
	Iteration 54Q: 3 clusters Score -9637283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148723 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -9637292.000000 Penalty: 3879.955322
	Iteration 55Q: 3 clusters Score -9637292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148720 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -9637287.000000 Penalty: 3879.955322
	Iteration 56Q: 3 clusters Score -9637287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148726 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -9637285.000000 Penalty: 3879.955322
	Iteration 57Q: 3 clusters Score -9637285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148726 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -9637292.000000 Penalty: 3879.955322
	Iteration 58Q: 3 clusters Score -9637292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148725 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -9637288.000000 Penalty: 3879.955322
	Iteration 59Q: 3 clusters Score -9637288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148723 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -9637292.000000 Penalty: 3879.955322
	Iteration 60F: 3 clusters Score -9637292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148721 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -9637294.000000 Penalty: 3879.955322
	Iteration 61Q: 3 clusters Score -9637294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148719 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -9637287.000000 Penalty: 3879.955322
	Iteration 62Q: 3 clusters Score -9637287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148719 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -9637295.000000 Penalty: 3879.955322
	Iteration 63Q: 3 clusters Score -9637295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148720 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -9637291.000000 Penalty: 3879.955322
	Iteration 64Q: 3 clusters Score -9637291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148722 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -9637286.000000 Penalty: 3879.955322
	Iteration 65Q: 3 clusters Score -9637286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148723 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -9637281.000000 Penalty: 3879.955322
	Iteration 66Q: 3 clusters Score -9637281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148723 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -9637281.000000 Penalty: 3879.955322
	Iteration 67F: 3 clusters Score -9637281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 4297 members 
Mstep: Class 4 contains 20145 members 
Mstep: Class 5 contains 1979 members 
Mstep: Class 6 contains 7892 members 
Mstep: Class 8 contains 148723 members 
Mstep: Class 9 contains 19457 members 
Mstep: Class 11 contains 13601 members 
Mstep: Class 12 contains 21402 members 
Mstep: Class 13 contains 6943 members 
Mstep: Class 14 contains 352861 members 
Mstep: Class 15 contains 21502 members 
Mstep: Class 17 contains 10092 members 
Entering Unmasked Estep 
Score: -41763936.000000 Penalty: 30561.902344
Splitting cluster 8 changes total score from -41757036.000000 to -41763936.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 9 (19457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Entering Unmasked Estep 
Score: -1250084.000000 Penalty: 1604.843872
	Iteration 0F: 2 clusters Score -1250084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1236748.875000 Penalty: 3209.687744
	Iteration 0F: 3 clusters Score -1236749 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1241689.375000 Penalty: 3209.687744
	Iteration 1F: 3 clusters Score -1241689 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1242171.250000 Penalty: 3209.687744
	Iteration 2F: 3 clusters Score -1242171 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1242849.000000 Penalty: 3209.687744
	Iteration 3F: 3 clusters Score -1242849 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1243879.500000 Penalty: 3209.687744
	Iteration 4F: 3 clusters Score -1243880 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1245180.125000 Penalty: 3209.687744
	Iteration 5F: 3 clusters Score -1245180 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1246442.750000 Penalty: 3209.687744
	Iteration 6F: 3 clusters Score -1246443 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1247312.000000 Penalty: 3209.687744
	Iteration 7F: 3 clusters Score -1247312 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1247790.000000 Penalty: 3209.687744
	Iteration 8Q: 3 clusters Score -1247790 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1248045.500000 Penalty: 3209.687744
	Iteration 9Q: 3 clusters Score -1248046 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1248219.375000 Penalty: 3209.687744
	Iteration 10Q: 3 clusters Score -1248219 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1248355.625000 Penalty: 3209.687744
	Iteration 11Q: 3 clusters Score -1248356 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1248492.875000 Penalty: 3209.687744
	Iteration 12Q: 3 clusters Score -1248493 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1248647.500000 Penalty: 3209.687744
	Iteration 13Q: 3 clusters Score -1248648 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1248819.750000 Penalty: 3209.687744
	Iteration 14Q: 3 clusters Score -1248820 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1248982.250000 Penalty: 3209.687744
	Iteration 15Q: 3 clusters Score -1248982 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1249071.375000 Penalty: 3209.687744
	Iteration 16Q: 3 clusters Score -1249071 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1249133.375000 Penalty: 3209.687744
	Iteration 17Q: 3 clusters Score -1249133 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1249175.750000 Penalty: 3209.687744
	Iteration 18Q: 3 clusters Score -1249176 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1249213.500000 Penalty: 3209.687744
	Iteration 19Q: 3 clusters Score -1249214 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1249238.125000 Penalty: 3209.687744
	Iteration 20F: 3 clusters Score -1249238 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1249255.000000 Penalty: 3209.687744
	Iteration 21Q: 3 clusters Score -1249255 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1249280.000000 Penalty: 3209.687744
	Iteration 22Q: 3 clusters Score -1249280 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1249289.000000 Penalty: 3209.687744
	Iteration 23Q: 3 clusters Score -1249289 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1249313.500000 Penalty: 3209.687744
	Iteration 24Q: 3 clusters Score -1249314 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1249325.375000 Penalty: 3209.687744
	Iteration 25Q: 3 clusters Score -1249325 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1249332.750000 Penalty: 3209.687744
	Iteration 26Q: 3 clusters Score -1249333 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1249340.625000 Penalty: 3209.687744
	Iteration 27Q: 3 clusters Score -1249341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1249342.000000 Penalty: 3209.687744
	Iteration 28Q: 3 clusters Score -1249342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1249346.750000 Penalty: 3209.687744
	Iteration 29Q: 3 clusters Score -1249347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1249356.500000 Penalty: 3209.687744
	Iteration 30Q: 3 clusters Score -1249356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1249358.875000 Penalty: 3209.687744
	Iteration 31Q: 3 clusters Score -1249359 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1249364.500000 Penalty: 3209.687744
	Iteration 32Q: 3 clusters Score -1249364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1249364.500000 Penalty: 3209.687744
	Iteration 33Q: 3 clusters Score -1249364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1249371.000000 Penalty: 3209.687744
	Iteration 34Q: 3 clusters Score -1249371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1249370.750000 Penalty: 3209.687744
	Iteration 35Q: 3 clusters Score -1249371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1249373.250000 Penalty: 3209.687744
	Iteration 36Q: 3 clusters Score -1249373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1249374.750000 Penalty: 3209.687744
	Iteration 37Q: 3 clusters Score -1249375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1249380.875000 Penalty: 3209.687744
	Iteration 38Q: 3 clusters Score -1249381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1249384.250000 Penalty: 3209.687744
	Iteration 39Q: 3 clusters Score -1249384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1249390.125000 Penalty: 3209.687744
	Iteration 40F: 3 clusters Score -1249390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1249395.250000 Penalty: 3209.687744
	Iteration 41Q: 3 clusters Score -1249395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1249397.125000 Penalty: 3209.687744
	Iteration 42Q: 3 clusters Score -1249397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1249400.750000 Penalty: 3209.687744
	Iteration 43Q: 3 clusters Score -1249401 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1249407.375000 Penalty: 3209.687744
	Iteration 44Q: 3 clusters Score -1249407 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1249417.000000 Penalty: 3209.687744
	Iteration 45Q: 3 clusters Score -1249417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1249420.750000 Penalty: 3209.687744
	Iteration 46Q: 3 clusters Score -1249421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1249422.375000 Penalty: 3209.687744
	Iteration 47Q: 3 clusters Score -1249422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1249423.625000 Penalty: 3209.687744
	Iteration 48Q: 3 clusters Score -1249424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1249427.125000 Penalty: 3209.687744
	Iteration 49Q: 3 clusters Score -1249427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1249432.250000 Penalty: 3209.687744
	Iteration 50Q: 3 clusters Score -1249432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1249434.125000 Penalty: 3209.687744
	Iteration 51Q: 3 clusters Score -1249434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1249438.250000 Penalty: 3209.687744
	Iteration 52Q: 3 clusters Score -1249438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1249435.125000 Penalty: 3209.687744
	Iteration 53Q: 3 clusters Score -1249435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1249434.625000 Penalty: 3209.687744
	Iteration 54Q: 3 clusters Score -1249435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1249436.375000 Penalty: 3209.687744
	Iteration 55Q: 3 clusters Score -1249436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1249438.500000 Penalty: 3209.687744
	Iteration 56Q: 3 clusters Score -1249438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1249442.375000 Penalty: 3209.687744
	Iteration 57Q: 3 clusters Score -1249442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1249442.000000 Penalty: 3209.687744
	Iteration 58Q: 3 clusters Score -1249442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1249443.625000 Penalty: 3209.687744
	Iteration 59Q: 3 clusters Score -1249444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1249443.250000 Penalty: 3209.687744
	Iteration 60F: 3 clusters Score -1249443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1249442.875000 Penalty: 3209.687744
	Iteration 61Q: 3 clusters Score -1249443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1249443.000000 Penalty: 3209.687744
	Iteration 62Q: 3 clusters Score -1249443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1249447.375000 Penalty: 3209.687744
	Iteration 63Q: 3 clusters Score -1249447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1249445.875000 Penalty: 3209.687744
	Iteration 64Q: 3 clusters Score -1249446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1249445.250000 Penalty: 3209.687744
	Iteration 65Q: 3 clusters Score -1249445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1249446.250000 Penalty: 3209.687744
	Iteration 66Q: 3 clusters Score -1249446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1249446.500000 Penalty: 3209.687744
	Iteration 67Q: 3 clusters Score -1249446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1249445.875000 Penalty: 3209.687744
	Iteration 68Q: 3 clusters Score -1249446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1249447.500000 Penalty: 3209.687744
	Iteration 69Q: 3 clusters Score -1249448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1249447.500000 Penalty: 3209.687744
	Iteration 70F: 3 clusters Score -1249448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Entering Unmasked Estep 
Score: -881669.625000 Penalty: 1546.658569
	Iteration 0F: 2 clusters Score -881669.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -872166.750000 Penalty: 3093.317139
	Iteration 0F: 3 clusters Score -872166.8 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -875338.312500 Penalty: 3093.317139
	Iteration 1F: 3 clusters Score -875338.3 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -875583.937500 Penalty: 3093.317139
	Iteration 2Q: 3 clusters Score -875583.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -875812.875000 Penalty: 3093.317139
	Iteration 3Q: 3 clusters Score -875812.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -876041.750000 Penalty: 3093.317139
	Iteration 4Q: 3 clusters Score -876041.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -876312.812500 Penalty: 3093.317139
	Iteration 5Q: 3 clusters Score -876312.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -876668.562500 Penalty: 3093.317139
	Iteration 6Q: 3 clusters Score -876668.6 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -877104.875000 Penalty: 3093.317139
	Iteration 7Q: 3 clusters Score -877104.9 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -877632.125000 Penalty: 3093.317139
	Iteration 8F: 3 clusters Score -877632.1 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -878109.687500 Penalty: 3093.317139
	Iteration 9F: 3 clusters Score -878109.7 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -878549.812500 Penalty: 3093.317139
	Iteration 10F: 3 clusters Score -878549.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -878831.375000 Penalty: 3093.317139
	Iteration 11Q: 3 clusters Score -878831.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -878982.562500 Penalty: 3093.317139
	Iteration 12Q: 3 clusters Score -878982.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -879092.500000 Penalty: 3093.317139
	Iteration 13Q: 3 clusters Score -879092.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -879178.062500 Penalty: 3093.317139
	Iteration 14Q: 3 clusters Score -879178.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -879251.687500 Penalty: 3093.317139
	Iteration 15Q: 3 clusters Score -879251.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -879309.687500 Penalty: 3093.317139
	Iteration 16Q: 3 clusters Score -879309.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -879364.437500 Penalty: 3093.317139
	Iteration 17Q: 3 clusters Score -879364.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -879423.125000 Penalty: 3093.317139
	Iteration 18Q: 3 clusters Score -879423.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -879478.750000 Penalty: 3093.317139
	Iteration 19Q: 3 clusters Score -879478.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -879517.000000 Penalty: 3093.317139
	Iteration 20F: 3 clusters Score -879517 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -879559.812500 Penalty: 3093.317139
	Iteration 21Q: 3 clusters Score -879559.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -879611.562500 Penalty: 3093.317139
	Iteration 22Q: 3 clusters Score -879611.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -879665.687500 Penalty: 3093.317139
	Iteration 23Q: 3 clusters Score -879665.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -879718.125000 Penalty: 3093.317139
	Iteration 24Q: 3 clusters Score -879718.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -879766.812500 Penalty: 3093.317139
	Iteration 25Q: 3 clusters Score -879766.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -879795.000000 Penalty: 3093.317139
	Iteration 26Q: 3 clusters Score -879795 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -879820.187500 Penalty: 3093.317139
	Iteration 27Q: 3 clusters Score -879820.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -879838.437500 Penalty: 3093.317139
	Iteration 28Q: 3 clusters Score -879838.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -879857.937500 Penalty: 3093.317139
	Iteration 29Q: 3 clusters Score -879857.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -879872.687500 Penalty: 3093.317139
	Iteration 30Q: 3 clusters Score -879872.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -879883.812500 Penalty: 3093.317139
	Iteration 31Q: 3 clusters Score -879883.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -879898.250000 Penalty: 3093.317139
	Iteration 32Q: 3 clusters Score -879898.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -879906.062500 Penalty: 3093.317139
	Iteration 33Q: 3 clusters Score -879906.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -879918.375000 Penalty: 3093.317139
	Iteration 34Q: 3 clusters Score -879918.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -879928.562500 Penalty: 3093.317139
	Iteration 35Q: 3 clusters Score -879928.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -879936.312500 Penalty: 3093.317139
	Iteration 36Q: 3 clusters Score -879936.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -879940.125000 Penalty: 3093.317139
	Iteration 37Q: 3 clusters Score -879940.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -879946.000000 Penalty: 3093.317139
	Iteration 38Q: 3 clusters Score -879946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -879950.750000 Penalty: 3093.317139
	Iteration 39Q: 3 clusters Score -879950.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -879957.187500 Penalty: 3093.317139
	Iteration 40F: 3 clusters Score -879957.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -879959.500000 Penalty: 3093.317139
	Iteration 41Q: 3 clusters Score -879959.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -879968.625000 Penalty: 3093.317139
	Iteration 42Q: 3 clusters Score -879968.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -879977.312500 Penalty: 3093.317139
	Iteration 43Q: 3 clusters Score -879977.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -879985.625000 Penalty: 3093.317139
	Iteration 44Q: 3 clusters Score -879985.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -879990.937500 Penalty: 3093.317139
	Iteration 45Q: 3 clusters Score -879990.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -879998.500000 Penalty: 3093.317139
	Iteration 46Q: 3 clusters Score -879998.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -880010.500000 Penalty: 3093.317139
	Iteration 47Q: 3 clusters Score -880010.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -880014.625000 Penalty: 3093.317139
	Iteration 48Q: 3 clusters Score -880014.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -880021.500000 Penalty: 3093.317139
	Iteration 49Q: 3 clusters Score -880021.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -880028.312500 Penalty: 3093.317139
	Iteration 50Q: 3 clusters Score -880028.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -880038.062500 Penalty: 3093.317139
	Iteration 51Q: 3 clusters Score -880038.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -880044.625000 Penalty: 3093.317139
	Iteration 52Q: 3 clusters Score -880044.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -880051.000000 Penalty: 3093.317139
	Iteration 53Q: 3 clusters Score -880051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -880060.437500 Penalty: 3093.317139
	Iteration 54Q: 3 clusters Score -880060.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -880073.875000 Penalty: 3093.317139
	Iteration 55Q: 3 clusters Score -880073.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -880090.562500 Penalty: 3093.317139
	Iteration 56Q: 3 clusters Score -880090.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -880101.750000 Penalty: 3093.317139
	Iteration 57Q: 3 clusters Score -880101.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -880115.687500 Penalty: 3093.317139
	Iteration 58Q: 3 clusters Score -880115.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -880125.687500 Penalty: 3093.317139
	Iteration 59Q: 3 clusters Score -880125.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -880140.375000 Penalty: 3093.317139
	Iteration 60F: 3 clusters Score -880140.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -880154.187500 Penalty: 3093.317139
	Iteration 61Q: 3 clusters Score -880154.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -880163.812500 Penalty: 3093.317139
	Iteration 62Q: 3 clusters Score -880163.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -880174.187500 Penalty: 3093.317139
	Iteration 63Q: 3 clusters Score -880174.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -880185.187500 Penalty: 3093.317139
	Iteration 64Q: 3 clusters Score -880185.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -880191.937500 Penalty: 3093.317139
	Iteration 65Q: 3 clusters Score -880191.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -880205.812500 Penalty: 3093.317139
	Iteration 66Q: 3 clusters Score -880205.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -880216.875000 Penalty: 3093.317139
	Iteration 67Q: 3 clusters Score -880216.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -880227.375000 Penalty: 3093.317139
	Iteration 68Q: 3 clusters Score -880227.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -880233.687500 Penalty: 3093.317139
	Iteration 69Q: 3 clusters Score -880233.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -880239.750000 Penalty: 3093.317139
	Iteration 70Q: 3 clusters Score -880239.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -880251.500000 Penalty: 3093.317139
	Iteration 71Q: 3 clusters Score -880251.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -880257.125000 Penalty: 3093.317139
	Iteration 72Q: 3 clusters Score -880257.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -880265.437500 Penalty: 3093.317139
	Iteration 73Q: 3 clusters Score -880265.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -880271.312500 Penalty: 3093.317139
	Iteration 74Q: 3 clusters Score -880271.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -880275.875000 Penalty: 3093.317139
	Iteration 75Q: 3 clusters Score -880275.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -880278.750000 Penalty: 3093.317139
	Iteration 76Q: 3 clusters Score -880278.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -880285.437500 Penalty: 3093.317139
	Iteration 77Q: 3 clusters Score -880285.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -880294.062500 Penalty: 3093.317139
	Iteration 78Q: 3 clusters Score -880294.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -880300.125000 Penalty: 3093.317139
	Iteration 79Q: 3 clusters Score -880300.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -880305.125000 Penalty: 3093.317139
	Iteration 80F: 3 clusters Score -880305.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -880312.875000 Penalty: 3093.317139
	Iteration 81Q: 3 clusters Score -880312.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -880318.750000 Penalty: 3093.317139
	Iteration 82Q: 3 clusters Score -880318.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -880319.500000 Penalty: 3093.317139
	Iteration 83Q: 3 clusters Score -880319.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -880327.062500 Penalty: 3093.317139
	Iteration 84Q: 3 clusters Score -880327.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -880326.000000 Penalty: 3093.317139
	Iteration 85Q: 3 clusters Score -880326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -880331.187500 Penalty: 3093.317139
	Iteration 86Q: 3 clusters Score -880331.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -880334.250000 Penalty: 3093.317139
	Iteration 87Q: 3 clusters Score -880334.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -880334.875000 Penalty: 3093.317139
	Iteration 88Q: 3 clusters Score -880334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -880336.187500 Penalty: 3093.317139
	Iteration 89Q: 3 clusters Score -880336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -880335.937500 Penalty: 3093.317139
	Iteration 90Q: 3 clusters Score -880335.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -880337.625000 Penalty: 3093.317139
	Iteration 91Q: 3 clusters Score -880337.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -880341.250000 Penalty: 3093.317139
	Iteration 92Q: 3 clusters Score -880341.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -880339.500000 Penalty: 3093.317139
	Iteration 93Q: 3 clusters Score -880339.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -880338.750000 Penalty: 3093.317139
	Iteration 94Q: 3 clusters Score -880338.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -880341.000000 Penalty: 3093.317139
	Iteration 95Q: 3 clusters Score -880341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -880341.250000 Penalty: 3093.317139
	Iteration 96Q: 3 clusters Score -880341.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -880339.687500 Penalty: 3093.317139
	Iteration 97Q: 3 clusters Score -880339.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -880342.250000 Penalty: 3093.317139
	Iteration 98Q: 3 clusters Score -880342.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -880342.937500 Penalty: 3093.317139
	Iteration 99Q: 3 clusters Score -880342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -880343.375000 Penalty: 3093.317139
	Iteration 100F: 3 clusters Score -880343.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -880343.625000 Penalty: 3093.317139
	Iteration 101Q: 3 clusters Score -880343.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -880345.500000 Penalty: 3093.317139
	Iteration 102Q: 3 clusters Score -880345.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -880344.250000 Penalty: 3093.317139
	Iteration 103Q: 3 clusters Score -880344.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -880344.687500 Penalty: 3093.317139
	Iteration 104Q: 3 clusters Score -880344.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -880345.250000 Penalty: 3093.317139
	Iteration 105Q: 3 clusters Score -880345.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -880345.250000 Penalty: 3093.317139
	Iteration 106Q: 3 clusters Score -880345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -880345.250000 Penalty: 3093.317139
	Iteration 107F: 3 clusters Score -880345.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Entering Unmasked Estep 
Score: -1363417.875000 Penalty: 1620.326538
	Iteration 0F: 2 clusters Score -1363418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1348903.125000 Penalty: 3240.653076
	Iteration 0F: 3 clusters Score -1348903 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1354520.750000 Penalty: 3240.653076
	Iteration 1F: 3 clusters Score -1354521 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1355156.000000 Penalty: 3240.653076
	Iteration 2F: 3 clusters Score -1355156 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1355890.375000 Penalty: 3240.653076
	Iteration 3F: 3 clusters Score -1355890 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1356812.250000 Penalty: 3240.653076
	Iteration 4F: 3 clusters Score -1356812 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1357868.250000 Penalty: 3240.653076
	Iteration 5F: 3 clusters Score -1357868 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1358911.500000 Penalty: 3240.653076
	Iteration 6F: 3 clusters Score -1358912 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1359903.625000 Penalty: 3240.653076
	Iteration 7F: 3 clusters Score -1359904 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1360697.125000 Penalty: 3240.653076
	Iteration 8F: 3 clusters Score -1360697 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1361323.875000 Penalty: 3240.653076
	Iteration 9Q: 3 clusters Score -1361324 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -1361851.625000 Penalty: 3240.653076
	Iteration 10Q: 3 clusters Score -1361852 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -1362257.750000 Penalty: 3240.653076
	Iteration 11Q: 3 clusters Score -1362258 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -1362596.125000 Penalty: 3240.653076
	Iteration 12Q: 3 clusters Score -1362596 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -1362893.375000 Penalty: 3240.653076
	Iteration 13Q: 3 clusters Score -1362893 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -1363112.125000 Penalty: 3240.653076
	Iteration 14Q: 3 clusters Score -1363112 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -1363244.125000 Penalty: 3240.653076
	Iteration 15Q: 3 clusters Score -1363244 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -1363329.500000 Penalty: 3240.653076
	Iteration 16Q: 3 clusters Score -1363330 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -1363389.625000 Penalty: 3240.653076
	Iteration 17Q: 3 clusters Score -1363390 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -1363438.125000 Penalty: 3240.653076
	Iteration 18Q: 3 clusters Score -1363438 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -1363495.125000 Penalty: 3240.653076
	Iteration 19Q: 3 clusters Score -1363495 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -1363536.750000 Penalty: 3240.653076
	Iteration 20F: 3 clusters Score -1363537 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -1363561.125000 Penalty: 3240.653076
	Iteration 21Q: 3 clusters Score -1363561 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -1363588.875000 Penalty: 3240.653076
	Iteration 22Q: 3 clusters Score -1363589 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -1363612.500000 Penalty: 3240.653076
	Iteration 23Q: 3 clusters Score -1363612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -1363623.000000 Penalty: 3240.653076
	Iteration 24Q: 3 clusters Score -1363623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -1363627.000000 Penalty: 3240.653076
	Iteration 25Q: 3 clusters Score -1363627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -1363631.625000 Penalty: 3240.653076
	Iteration 26Q: 3 clusters Score -1363632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -1363635.375000 Penalty: 3240.653076
	Iteration 27Q: 3 clusters Score -1363635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -1363638.250000 Penalty: 3240.653076
	Iteration 28Q: 3 clusters Score -1363638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -1363639.250000 Penalty: 3240.653076
	Iteration 29Q: 3 clusters Score -1363639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -1363640.750000 Penalty: 3240.653076
	Iteration 30Q: 3 clusters Score -1363641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -1363643.250000 Penalty: 3240.653076
	Iteration 31Q: 3 clusters Score -1363643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -1363644.250000 Penalty: 3240.653076
	Iteration 32Q: 3 clusters Score -1363644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -1363644.125000 Penalty: 3240.653076
	Iteration 33Q: 3 clusters Score -1363644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -1363644.125000 Penalty: 3240.653076
	Iteration 34Q: 3 clusters Score -1363644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -1363644.250000 Penalty: 3240.653076
	Iteration 35Q: 3 clusters Score -1363644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -1363645.375000 Penalty: 3240.653076
	Iteration 36Q: 3 clusters Score -1363645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -1363648.250000 Penalty: 3240.653076
	Iteration 37Q: 3 clusters Score -1363648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -1363648.625000 Penalty: 3240.653076
	Iteration 38Q: 3 clusters Score -1363649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -1363648.375000 Penalty: 3240.653076
	Iteration 39Q: 3 clusters Score -1363648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -1363650.250000 Penalty: 3240.653076
	Iteration 40F: 3 clusters Score -1363650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -1363650.125000 Penalty: 3240.653076
	Iteration 41Q: 3 clusters Score -1363650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -1363649.375000 Penalty: 3240.653076
	Iteration 42Q: 3 clusters Score -1363649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -1363653.625000 Penalty: 3240.653076
	Iteration 43Q: 3 clusters Score -1363654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -1363654.750000 Penalty: 3240.653076
	Iteration 44Q: 3 clusters Score -1363655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -1363654.000000 Penalty: 3240.653076
	Iteration 45Q: 3 clusters Score -1363654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -1363653.500000 Penalty: 3240.653076
	Iteration 46Q: 3 clusters Score -1363654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -1363653.500000 Penalty: 3240.653076
	Iteration 47F: 3 clusters Score -1363654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 4297 members 
Mstep: Class 4 contains 20145 members 
Mstep: Class 5 contains 1979 members 
Mstep: Class 6 contains 7892 members 
Mstep: Class 7 contains 20504 members 
Mstep: Class 8 contains 148723 members 
Mstep: Class 9 contains 19457 members 
Mstep: Class 11 contains 13601 members 
Mstep: Class 12 contains 898 members 
Mstep: Class 13 contains 6943 members 
Mstep: Class 14 contains 352861 members 
Mstep: Class 15 contains 21502 members 
Mstep: Class 17 contains 10092 members 
Entering Unmasked Estep 
Score: -41763600.000000 Penalty: 32744.896484
Splitting cluster 12 changes total score from -41757036.000000 to -41763600.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 13 (6943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Entering Unmasked Estep 
Score: -396647.375000 Penalty: 1437.392090
	Iteration 0F: 2 clusters Score -396647.4 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 3534 members 
Entering Unmasked Estep 
Score: -391454.593750 Penalty: 2874.784180
	Iteration 0F: 3 clusters Score -391454.6 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -393004.062500 Penalty: 2874.784180
	Iteration 1F: 3 clusters Score -393004.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -393254.625000 Penalty: 2874.784180
	Iteration 2F: 3 clusters Score -393254.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -393540.656250 Penalty: 2874.784180
	Iteration 3F: 3 clusters Score -393540.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -393919.281250 Penalty: 2874.784180
	Iteration 4F: 3 clusters Score -393919.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -394459.062500 Penalty: 2874.784180
	Iteration 5F: 3 clusters Score -394459.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -395073.250000 Penalty: 2874.784180
	Iteration 6F: 3 clusters Score -395073.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -395567.312500 Penalty: 2874.784180
	Iteration 7F: 3 clusters Score -395567.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -395838.718750 Penalty: 2874.784180
	Iteration 8Q: 3 clusters Score -395838.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -395991.437500 Penalty: 2874.784180
	Iteration 9Q: 3 clusters Score -395991.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -396097.687500 Penalty: 2874.784180
	Iteration 10Q: 3 clusters Score -396097.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -396169.031250 Penalty: 2874.784180
	Iteration 11Q: 3 clusters Score -396169 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -396214.031250 Penalty: 2874.784180
	Iteration 12Q: 3 clusters Score -396214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -396237.718750 Penalty: 2874.784180
	Iteration 13Q: 3 clusters Score -396237.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -396252.093750 Penalty: 2874.784180
	Iteration 14Q: 3 clusters Score -396252.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -396258.250000 Penalty: 2874.784180
	Iteration 15Q: 3 clusters Score -396258.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -396263.781250 Penalty: 2874.784180
	Iteration 16Q: 3 clusters Score -396263.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -396269.562500 Penalty: 2874.784180
	Iteration 17Q: 3 clusters Score -396269.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -396278.812500 Penalty: 2874.784180
	Iteration 18Q: 3 clusters Score -396278.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -396285.218750 Penalty: 2874.784180
	Iteration 19Q: 3 clusters Score -396285.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -396292.343750 Penalty: 2874.784180
	Iteration 20F: 3 clusters Score -396292.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -396299.218750 Penalty: 2874.784180
	Iteration 21Q: 3 clusters Score -396299.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -396305.750000 Penalty: 2874.784180
	Iteration 22Q: 3 clusters Score -396305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -396309.531250 Penalty: 2874.784180
	Iteration 23Q: 3 clusters Score -396309.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -396310.250000 Penalty: 2874.784180
	Iteration 24Q: 3 clusters Score -396310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -396310.593750 Penalty: 2874.784180
	Iteration 25Q: 3 clusters Score -396310.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -396311.218750 Penalty: 2874.784180
	Iteration 26Q: 3 clusters Score -396311.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -396311.218750 Penalty: 2874.784180
	Iteration 27F: 3 clusters Score -396311.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (352861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352861 members 
Entering Unmasked Estep 
Score: -21975234.000000 Penalty: 2075.747314
	Iteration 0F: 2 clusters Score -2.197523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176398 members 
Mstep: Class 2 contains 176463 members 
Entering Unmasked Estep 
Score: -21736066.000000 Penalty: 4151.494629
	Iteration 0F: 3 clusters Score -2.173607e+07 nChanged 172458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171632 members 
Mstep: Class 2 contains 181229 members 
Entering Unmasked Estep 
Score: -21839662.000000 Penalty: 4151.494629
	Iteration 1F: 3 clusters Score -2.183966e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168983 members 
Mstep: Class 2 contains 183878 members 
Entering Unmasked Estep 
Score: -21841464.000000 Penalty: 4151.494629
	Iteration 2Q: 3 clusters Score -2.184146e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164875 members 
Mstep: Class 2 contains 187986 members 
Entering Unmasked Estep 
Score: -21843360.000000 Penalty: 4151.494629
	Iteration 3Q: 3 clusters Score -2.184336e+07 nChanged 11206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158535 members 
Mstep: Class 2 contains 194326 members 
Entering Unmasked Estep 
Score: -21846486.000000 Penalty: 4151.494629
	Iteration 4Q: 3 clusters Score -2.184649e+07 nChanged 13557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149010 members 
Mstep: Class 2 contains 203851 members 
Entering Unmasked Estep 
Score: -21851130.000000 Penalty: 4151.494629
	Iteration 5Q: 3 clusters Score -2.185113e+07 nChanged 16774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135158 members 
Mstep: Class 2 contains 217703 members 
Entering Unmasked Estep 
Score: -21859212.000000 Penalty: 4151.494629
	Iteration 6Q: 3 clusters Score -2.185921e+07 nChanged 20635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116425 members 
Mstep: Class 2 contains 236436 members 
Entering Unmasked Estep 
Score: -21871982.000000 Penalty: 4151.494629
	Iteration 7F: 3 clusters Score -2.187198e+07 nChanged 24025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93436 members 
Mstep: Class 2 contains 259425 members 
Entering Unmasked Estep 
Score: -21889446.000000 Penalty: 4151.494629
	Iteration 8F: 3 clusters Score -2.188945e+07 nChanged 25065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68863 members 
Mstep: Class 2 contains 283998 members 
Entering Unmasked Estep 
Score: -21911414.000000 Penalty: 4151.494629
	Iteration 9F: 3 clusters Score -2.191141e+07 nChanged 22310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 306116 members 
Entering Unmasked Estep 
Score: -21931906.000000 Penalty: 4151.494629
	Iteration 10F: 3 clusters Score -2.193191e+07 nChanged 16854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 322908 members 
Entering Unmasked Estep 
Score: -21947540.000000 Penalty: 4151.494629
	Iteration 11Q: 3 clusters Score -2.194754e+07 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 334356 members 
Entering Unmasked Estep 
Score: -21957896.000000 Penalty: 4151.494629
	Iteration 12Q: 3 clusters Score -2.19579e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 341940 members 
Entering Unmasked Estep 
Score: -21964526.000000 Penalty: 4151.494629
	Iteration 13Q: 3 clusters Score -2.196453e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 346886 members 
Entering Unmasked Estep 
Score: -21968738.000000 Penalty: 4151.494629
	Iteration 14Q: 3 clusters Score -2.196874e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 349754 members 
Entering Unmasked Estep 
Score: -21971052.000000 Penalty: 4151.494629
	Iteration 15Q: 3 clusters Score -2.197105e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 351284 members 
Entering Unmasked Estep 
Score: -21972094.000000 Penalty: 4151.494629
	Iteration 16Q: 3 clusters Score -2.197209e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 352034 members 
Entering Unmasked Estep 
Score: -21972746.000000 Penalty: 4151.494629
	Iteration 17Q: 3 clusters Score -2.197275e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 352388 members 
Entering Unmasked Estep 
Score: -21973034.000000 Penalty: 4151.494629
	Iteration 18Q: 3 clusters Score -2.197303e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 352533 members 
Entering Unmasked Estep 
Score: -21973150.000000 Penalty: 4151.494629
	Iteration 19Q: 3 clusters Score -2.197315e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 352596 members 
Entering Unmasked Estep 
Score: -21973244.000000 Penalty: 4151.494629
	Iteration 20F: 3 clusters Score -2.197324e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 352624 members 
Entering Unmasked Estep 
Score: -21973278.000000 Penalty: 4151.494629
	Iteration 21Q: 3 clusters Score -2.197328e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 352645 members 
Entering Unmasked Estep 
Score: -21973314.000000 Penalty: 4151.494629
	Iteration 22Q: 3 clusters Score -2.197331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 352649 members 
Entering Unmasked Estep 
Score: -21973332.000000 Penalty: 4151.494629
	Iteration 23Q: 3 clusters Score -2.197333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 352652 members 
Entering Unmasked Estep 
Score: -21973338.000000 Penalty: 4151.494629
	Iteration 24Q: 3 clusters Score -2.197334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 352657 members 
Entering Unmasked Estep 
Score: -21973360.000000 Penalty: 4151.494629
	Iteration 25Q: 3 clusters Score -2.197336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 352659 members 
Entering Unmasked Estep 
Score: -21973352.000000 Penalty: 4151.494629
	Iteration 26Q: 3 clusters Score -2.197335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 352662 members 
Entering Unmasked Estep 
Score: -21973368.000000 Penalty: 4151.494629
	Iteration 27Q: 3 clusters Score -2.197337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 352664 members 
Entering Unmasked Estep 
Score: -21973386.000000 Penalty: 4151.494629
	Iteration 28Q: 3 clusters Score -2.197339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 352664 members 
Entering Unmasked Estep 
Score: -21973388.000000 Penalty: 4151.494629
	Iteration 29Q: 3 clusters Score -2.197339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 352662 members 
Entering Unmasked Estep 
Score: -21973392.000000 Penalty: 4151.494629
	Iteration 30Q: 3 clusters Score -2.197339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 352661 members 
Entering Unmasked Estep 
Score: -21973390.000000 Penalty: 4151.494629
	Iteration 31Q: 3 clusters Score -2.197339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 352662 members 
Entering Unmasked Estep 
Score: -21973384.000000 Penalty: 4151.494629
	Iteration 32Q: 3 clusters Score -2.197338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 352665 members 
Entering Unmasked Estep 
Score: -21973386.000000 Penalty: 4151.494629
	Iteration 33Q: 3 clusters Score -2.197339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 352666 members 
Entering Unmasked Estep 
Score: -21973392.000000 Penalty: 4151.494629
	Iteration 34Q: 3 clusters Score -2.197339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 352667 members 
Entering Unmasked Estep 
Score: -21973400.000000 Penalty: 4151.494629
	Iteration 35Q: 3 clusters Score -2.19734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 352668 members 
Entering Unmasked Estep 
Score: -21973400.000000 Penalty: 4151.494629
	Iteration 36Q: 3 clusters Score -2.19734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 352669 members 
Entering Unmasked Estep 
Score: -21973414.000000 Penalty: 4151.494629
	Iteration 37Q: 3 clusters Score -2.197341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 352670 members 
Entering Unmasked Estep 
Score: -21973410.000000 Penalty: 4151.494629
	Iteration 38Q: 3 clusters Score -2.197341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 352671 members 
Entering Unmasked Estep 
Score: -21973410.000000 Penalty: 4151.494629
	Iteration 39Q: 3 clusters Score -2.197341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 352671 members 
Entering Unmasked Estep 
Score: -21973410.000000 Penalty: 4151.494629
	Iteration 40F: 3 clusters Score -2.197341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Entering Unmasked Estep 
Score: -1361431.000000 Penalty: 1621.083984
	Iteration 0F: 2 clusters Score -1361431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1346864.375000 Penalty: 3242.167969
	Iteration 0F: 3 clusters Score -1346864 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1352298.375000 Penalty: 3242.167969
	Iteration 1F: 3 clusters Score -1352298 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1352827.500000 Penalty: 3242.167969
	Iteration 2F: 3 clusters Score -1352828 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1353339.875000 Penalty: 3242.167969
	Iteration 3F: 3 clusters Score -1353340 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1353883.625000 Penalty: 3242.167969
	Iteration 4F: 3 clusters Score -1353884 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1354454.875000 Penalty: 3242.167969
	Iteration 5F: 3 clusters Score -1354455 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1354998.750000 Penalty: 3242.167969
	Iteration 6F: 3 clusters Score -1354999 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1355583.500000 Penalty: 3242.167969
	Iteration 7F: 3 clusters Score -1355584 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1356236.625000 Penalty: 3242.167969
	Iteration 8F: 3 clusters Score -1356237 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1356888.375000 Penalty: 3242.167969
	Iteration 9Q: 3 clusters Score -1356888 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1357479.375000 Penalty: 3242.167969
	Iteration 10Q: 3 clusters Score -1357479 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1358026.625000 Penalty: 3242.167969
	Iteration 11Q: 3 clusters Score -1358027 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1358467.250000 Penalty: 3242.167969
	Iteration 12Q: 3 clusters Score -1358467 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1358813.875000 Penalty: 3242.167969
	Iteration 13Q: 3 clusters Score -1358814 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1359105.750000 Penalty: 3242.167969
	Iteration 14Q: 3 clusters Score -1359106 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -1359338.875000 Penalty: 3242.167969
	Iteration 15Q: 3 clusters Score -1359339 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -1359543.750000 Penalty: 3242.167969
	Iteration 16Q: 3 clusters Score -1359544 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -1359714.500000 Penalty: 3242.167969
	Iteration 17Q: 3 clusters Score -1359714 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1359858.500000 Penalty: 3242.167969
	Iteration 18Q: 3 clusters Score -1359858 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -1359982.625000 Penalty: 3242.167969
	Iteration 19Q: 3 clusters Score -1359983 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -1360147.250000 Penalty: 3242.167969
	Iteration 20F: 3 clusters Score -1360147 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -1360316.000000 Penalty: 3242.167969
	Iteration 21Q: 3 clusters Score -1360316 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -1360468.625000 Penalty: 3242.167969
	Iteration 22Q: 3 clusters Score -1360469 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -1360611.250000 Penalty: 3242.167969
	Iteration 23Q: 3 clusters Score -1360611 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -1360755.375000 Penalty: 3242.167969
	Iteration 24Q: 3 clusters Score -1360755 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -1360875.375000 Penalty: 3242.167969
	Iteration 25Q: 3 clusters Score -1360875 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -1360971.375000 Penalty: 3242.167969
	Iteration 26Q: 3 clusters Score -1360971 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -1361049.625000 Penalty: 3242.167969
	Iteration 27Q: 3 clusters Score -1361050 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -1361105.875000 Penalty: 3242.167969
	Iteration 28Q: 3 clusters Score -1361106 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -1361142.000000 Penalty: 3242.167969
	Iteration 29Q: 3 clusters Score -1361142 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -1361178.750000 Penalty: 3242.167969
	Iteration 30Q: 3 clusters Score -1361179 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -1361200.750000 Penalty: 3242.167969
	Iteration 31Q: 3 clusters Score -1361201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -1361216.750000 Penalty: 3242.167969
	Iteration 32Q: 3 clusters Score -1361217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -1361229.875000 Penalty: 3242.167969
	Iteration 33Q: 3 clusters Score -1361230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -1361233.750000 Penalty: 3242.167969
	Iteration 34Q: 3 clusters Score -1361234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -1361244.250000 Penalty: 3242.167969
	Iteration 35Q: 3 clusters Score -1361244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -1361246.875000 Penalty: 3242.167969
	Iteration 36Q: 3 clusters Score -1361247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -1361247.375000 Penalty: 3242.167969
	Iteration 37Q: 3 clusters Score -1361247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -1361251.375000 Penalty: 3242.167969
	Iteration 38Q: 3 clusters Score -1361251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -1361253.750000 Penalty: 3242.167969
	Iteration 39Q: 3 clusters Score -1361254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -1361257.375000 Penalty: 3242.167969
	Iteration 40F: 3 clusters Score -1361257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -1361267.875000 Penalty: 3242.167969
	Iteration 41Q: 3 clusters Score -1361268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -1361272.125000 Penalty: 3242.167969
	Iteration 42Q: 3 clusters Score -1361272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -1361282.750000 Penalty: 3242.167969
	Iteration 43Q: 3 clusters Score -1361283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -1361285.125000 Penalty: 3242.167969
	Iteration 44Q: 3 clusters Score -1361285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -1361284.500000 Penalty: 3242.167969
	Iteration 45Q: 3 clusters Score -1361284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -1361283.500000 Penalty: 3242.167969
	Iteration 46Q: 3 clusters Score -1361284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -1361285.375000 Penalty: 3242.167969
	Iteration 47Q: 3 clusters Score -1361285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -1361285.375000 Penalty: 3242.167969
	Iteration 48F: 3 clusters Score -1361285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Entering Unmasked Estep 
Score: -647354.062500 Penalty: 1498.168579
	Iteration 0F: 2 clusters Score -647354.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -640074.312500 Penalty: 2996.337158
	Iteration 0F: 3 clusters Score -640074.3 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -642338.062500 Penalty: 2996.337158
	Iteration 1F: 3 clusters Score -642338.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -642585.062500 Penalty: 2996.337158
	Iteration 2F: 3 clusters Score -642585.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -642911.250000 Penalty: 2996.337158
	Iteration 3Q: 3 clusters Score -642911.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -643525.062500 Penalty: 2996.337158
	Iteration 4F: 3 clusters Score -643525.1 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -644162.312500 Penalty: 2996.337158
	Iteration 5F: 3 clusters Score -644162.3 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -644832.750000 Penalty: 2996.337158
	Iteration 6F: 3 clusters Score -644832.8 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -645510.000000 Penalty: 2996.337158
	Iteration 7F: 3 clusters Score -645510 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -646121.750000 Penalty: 2996.337158
	Iteration 8F: 3 clusters Score -646121.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -646572.937500 Penalty: 2996.337158
	Iteration 9F: 3 clusters Score -646572.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -646870.812500 Penalty: 2996.337158
	Iteration 10Q: 3 clusters Score -646870.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -647073.187500 Penalty: 2996.337158
	Iteration 11Q: 3 clusters Score -647073.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -647219.250000 Penalty: 2996.337158
	Iteration 12Q: 3 clusters Score -647219.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -647302.687500 Penalty: 2996.337158
	Iteration 13Q: 3 clusters Score -647302.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -647344.375000 Penalty: 2996.337158
	Iteration 14Q: 3 clusters Score -647344.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -647379.562500 Penalty: 2996.337158
	Iteration 15Q: 3 clusters Score -647379.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -647410.500000 Penalty: 2996.337158
	Iteration 16Q: 3 clusters Score -647410.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -647431.687500 Penalty: 2996.337158
	Iteration 17Q: 3 clusters Score -647431.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -647451.937500 Penalty: 2996.337158
	Iteration 18Q: 3 clusters Score -647451.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -647476.250000 Penalty: 2996.337158
	Iteration 19Q: 3 clusters Score -647476.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -647493.437500 Penalty: 2996.337158
	Iteration 20F: 3 clusters Score -647493.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -647502.500000 Penalty: 2996.337158
	Iteration 21Q: 3 clusters Score -647502.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -647511.875000 Penalty: 2996.337158
	Iteration 22Q: 3 clusters Score -647511.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -647514.750000 Penalty: 2996.337158
	Iteration 23Q: 3 clusters Score -647514.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -647518.687500 Penalty: 2996.337158
	Iteration 24Q: 3 clusters Score -647518.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -647520.812500 Penalty: 2996.337158
	Iteration 25Q: 3 clusters Score -647520.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -647525.625000 Penalty: 2996.337158
	Iteration 26Q: 3 clusters Score -647525.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -647530.437500 Penalty: 2996.337158
	Iteration 27Q: 3 clusters Score -647530.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -647535.187500 Penalty: 2996.337158
	Iteration 28Q: 3 clusters Score -647535.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -647537.312500 Penalty: 2996.337158
	Iteration 29Q: 3 clusters Score -647537.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -647539.062500 Penalty: 2996.337158
	Iteration 30Q: 3 clusters Score -647539.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -647544.375000 Penalty: 2996.337158
	Iteration 31Q: 3 clusters Score -647544.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -647547.750000 Penalty: 2996.337158
	Iteration 32Q: 3 clusters Score -647547.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -647552.625000 Penalty: 2996.337158
	Iteration 33Q: 3 clusters Score -647552.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -647554.437500 Penalty: 2996.337158
	Iteration 34Q: 3 clusters Score -647554.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -647555.312500 Penalty: 2996.337158
	Iteration 35Q: 3 clusters Score -647555.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -647556.812500 Penalty: 2996.337158
	Iteration 36Q: 3 clusters Score -647556.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -647557.500000 Penalty: 2996.337158
	Iteration 37Q: 3 clusters Score -647557.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -647558.187500 Penalty: 2996.337158
	Iteration 38Q: 3 clusters Score -647558.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -647558.937500 Penalty: 2996.337158
	Iteration 39Q: 3 clusters Score -647558.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -647559.562500 Penalty: 2996.337158
	Iteration 40F: 3 clusters Score -647559.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 4297 members 
Mstep: Class 4 contains 20145 members 
Mstep: Class 5 contains 1979 members 
Mstep: Class 6 contains 7892 members 
Mstep: Class 7 contains 20504 members 
Mstep: Class 8 contains 148723 members 
Mstep: Class 9 contains 19457 members 
Mstep: Class 10 contains 616 members 
Mstep: Class 11 contains 13601 members 
Mstep: Class 12 contains 898 members 
Mstep: Class 13 contains 6943 members 
Mstep: Class 14 contains 352861 members 
Mstep: Class 15 contains 21502 members 
Mstep: Class 17 contains 9476 members 
Entering Unmasked Estep 
Score: -41763152.000000 Penalty: 34927.890625
Splitting cluster 17 changes total score from -41757036.000000 to -41763152.000000
So it's getting split into cluster 10.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 4 contains 20145 members 
Mstep: Class 5 contains 1979 members 
Mstep: Class 6 contains 7892 members 
Mstep: Class 8 contains 148723 members 
Mstep: Class 9 contains 19457 members 
Mstep: Class 11 contains 13601 members 
Mstep: Class 12 contains 898 members 
Mstep: Class 13 contains 6943 members 
Mstep: Class 14 contains 352861 members 
Mstep: Class 15 contains 21502 members 
Mstep: Class 17 contains 9476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764632.000000 Penalty: 34927.890625
Iteration 39Q: 17 clusters Score -4.176463e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 4290 members 
Mstep: Class 4 contains 20216 members 
Mstep: Class 5 contains 1883 members 
Mstep: Class 6 contains 8083 members 
Mstep: Class 7 contains 20230 members 
Mstep: Class 8 contains 148410 members 
Mstep: Class 9 contains 19354 members 
Mstep: Class 10 contains 615 members 
Mstep: Class 11 contains 13704 members 
Mstep: Class 12 contains 899 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 352288 members 
Mstep: Class 15 contains 21539 members 
Mstep: Class 17 contains 10595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41767208.000000 Penalty: 34927.890625
Iteration 40F: 17 clusters Score -4.176721e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 20306 members 
Mstep: Class 5 contains 1752 members 
Mstep: Class 6 contains 8444 members 
Mstep: Class 7 contains 20298 members 
Mstep: Class 8 contains 147650 members 
Mstep: Class 9 contains 19226 members 
Mstep: Class 10 contains 637 members 
Mstep: Class 11 contains 13767 members 
Mstep: Class 12 contains 901 members 
Mstep: Class 13 contains 6729 members 
Mstep: Class 14 contains 351655 members 
Mstep: Class 15 contains 21571 members 
Mstep: Class 17 contains 11783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2178.633301 but Gain 2182.994141
Score: -41768520.000000 Penalty: 32744.896484
Iteration 41Q: 16 clusters Score -4.176852e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 4545 members 
Mstep: Class 4 contains 20436 members 
Mstep: Class 6 contains 8819 members 
Mstep: Class 7 contains 20312 members 
Mstep: Class 8 contains 147105 members 
Mstep: Class 9 contains 19048 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 13823 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 6618 members 
Mstep: Class 14 contains 352283 members 
Mstep: Class 15 contains 21646 members 
Mstep: Class 17 contains 13038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41771816.000000 Penalty: 32744.896484
Iteration 42Q: 16 clusters Score -4.177182e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 4642 members 
Mstep: Class 4 contains 20425 members 
Mstep: Class 6 contains 9220 members 
Mstep: Class 7 contains 20265 members 
Mstep: Class 8 contains 146327 members 
Mstep: Class 9 contains 18864 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 13865 members 
Mstep: Class 12 contains 914 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 351992 members 
Mstep: Class 15 contains 21641 members 
Mstep: Class 17 contains 14002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41773164.000000 Penalty: 32744.896484
Iteration 43Q: 16 clusters Score -4.177316e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 4743 members 
Mstep: Class 4 contains 20386 members 
Mstep: Class 6 contains 9727 members 
Mstep: Class 7 contains 20211 members 
Mstep: Class 8 contains 145547 members 
Mstep: Class 9 contains 18646 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 13898 members 
Mstep: Class 12 contains 919 members 
Mstep: Class 13 contains 6384 members 
Mstep: Class 14 contains 351755 members 
Mstep: Class 15 contains 21654 members 
Mstep: Class 17 contains 14857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41774020.000000 Penalty: 32744.896484
Iteration 44Q: 16 clusters Score -4.177402e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 4821 members 
Mstep: Class 4 contains 20335 members 
Mstep: Class 6 contains 10301 members 
Mstep: Class 7 contains 20155 members 
Mstep: Class 8 contains 144854 members 
Mstep: Class 9 contains 18419 members 
Mstep: Class 10 contains 670 members 
Mstep: Class 11 contains 13943 members 
Mstep: Class 12 contains 922 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 351515 members 
Mstep: Class 15 contains 21675 members 
Mstep: Class 17 contains 15586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41774756.000000 Penalty: 32744.896484
Iteration 45Q: 16 clusters Score -4.177476e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 4907 members 
Mstep: Class 4 contains 20294 members 
Mstep: Class 6 contains 10967 members 
Mstep: Class 7 contains 20100 members 
Mstep: Class 8 contains 144081 members 
Mstep: Class 9 contains 18177 members 
Mstep: Class 10 contains 668 members 
Mstep: Class 11 contains 13969 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 6186 members 
Mstep: Class 14 contains 351344 members 
Mstep: Class 15 contains 21686 members 
Mstep: Class 17 contains 16244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41775632.000000 Penalty: 32744.896484
Iteration 46Q: 16 clusters Score -4.177563e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 1380 members 
Mstep: Class 3 contains 4996 members 
Mstep: Class 4 contains 20211 members 
Mstep: Class 6 contains 11737 members 
Mstep: Class 7 contains 20045 members 
Mstep: Class 8 contains 143249 members 
Mstep: Class 9 contains 17971 members 
Mstep: Class 10 contains 670 members 
Mstep: Class 11 contains 14002 members 
Mstep: Class 12 contains 925 members 
Mstep: Class 13 contains 6092 members 
Mstep: Class 14 contains 351253 members 
Mstep: Class 15 contains 21685 members 
Mstep: Class 17 contains 16794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41776692.000000 Penalty: 32744.896484
Iteration 47Q: 16 clusters Score -4.177669e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51646 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 5082 members 
Mstep: Class 4 contains 20119 members 
Mstep: Class 6 contains 12562 members 
Mstep: Class 7 contains 19995 members 
Mstep: Class 8 contains 142409 members 
Mstep: Class 9 contains 17744 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 14019 members 
Mstep: Class 12 contains 928 members 
Mstep: Class 13 contains 6010 members 
Mstep: Class 14 contains 351193 members 
Mstep: Class 15 contains 21702 members 
Mstep: Class 17 contains 17233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41777828.000000 Penalty: 32744.896484
Iteration 48Q: 16 clusters Score -4.177783e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 1377 members 
Mstep: Class 3 contains 5155 members 
Mstep: Class 4 contains 20046 members 
Mstep: Class 6 contains 13473 members 
Mstep: Class 7 contains 19943 members 
Mstep: Class 8 contains 141515 members 
Mstep: Class 9 contains 17544 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 14029 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 5911 members 
Mstep: Class 14 contains 351132 members 
Mstep: Class 15 contains 21722 members 
Mstep: Class 17 contains 17610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41778660.000000 Penalty: 32744.896484
Iteration 49Q: 16 clusters Score -4.177866e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 1377 members 
Mstep: Class 3 contains 5242 members 
Mstep: Class 4 contains 19978 members 
Mstep: Class 6 contains 14567 members 
Mstep: Class 7 contains 19893 members 
Mstep: Class 8 contains 140512 members 
Mstep: Class 9 contains 17307 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14050 members 
Mstep: Class 12 contains 932 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 351083 members 
Mstep: Class 15 contains 21755 members 
Mstep: Class 17 contains 17893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41780064.000000 Penalty: 32744.896484
Iteration 50Q: 16 clusters Score -4.178006e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 5322 members 
Mstep: Class 4 contains 19921 members 
Mstep: Class 6 contains 15768 members 
Mstep: Class 7 contains 19841 members 
Mstep: Class 8 contains 139381 members 
Mstep: Class 9 contains 17074 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 14076 members 
Mstep: Class 12 contains 934 members 
Mstep: Class 13 contains 5712 members 
Mstep: Class 14 contains 351151 members 
Mstep: Class 15 contains 21796 members 
Mstep: Class 17 contains 18101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41781124.000000 Penalty: 32744.896484
Iteration 51Q: 16 clusters Score -4.178112e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 5414 members 
Mstep: Class 4 contains 19878 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 19792 members 
Mstep: Class 8 contains 138284 members 
Mstep: Class 9 contains 16853 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 14107 members 
Mstep: Class 12 contains 936 members 
Mstep: Class 13 contains 5601 members 
Mstep: Class 14 contains 351217 members 
Mstep: Class 15 contains 21836 members 
Mstep: Class 17 contains 18283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41782144.000000 Penalty: 32744.896484
Iteration 52Q: 16 clusters Score -4.178214e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 5508 members 
Mstep: Class 4 contains 19851 members 
Mstep: Class 6 contains 17985 members 
Mstep: Class 7 contains 19748 members 
Mstep: Class 8 contains 137302 members 
Mstep: Class 9 contains 16638 members 
Mstep: Class 10 contains 682 members 
Mstep: Class 11 contains 14113 members 
Mstep: Class 12 contains 936 members 
Mstep: Class 13 contains 5484 members 
Mstep: Class 14 contains 351334 members 
Mstep: Class 15 contains 21862 members 
Mstep: Class 17 contains 18419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41783284.000000 Penalty: 32744.896484
Iteration 53Q: 16 clusters Score -4.178328e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 5623 members 
Mstep: Class 4 contains 19817 members 
Mstep: Class 6 contains 18916 members 
Mstep: Class 7 contains 19713 members 
Mstep: Class 8 contains 136371 members 
Mstep: Class 9 contains 16461 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14120 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 5367 members 
Mstep: Class 14 contains 351505 members 
Mstep: Class 15 contains 21860 members 
Mstep: Class 17 contains 18537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41784116.000000 Penalty: 32744.896484
Iteration 54Q: 16 clusters Score -4.178412e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 5738 members 
Mstep: Class 4 contains 19771 members 
Mstep: Class 6 contains 19710 members 
Mstep: Class 7 contains 19648 members 
Mstep: Class 8 contains 135667 members 
Mstep: Class 9 contains 16277 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 14126 members 
Mstep: Class 12 contains 936 members 
Mstep: Class 13 contains 5244 members 
Mstep: Class 14 contains 351718 members 
Mstep: Class 15 contains 21848 members 
Mstep: Class 17 contains 18585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785128.000000 Penalty: 32744.896484
Iteration 55Q: 16 clusters Score -4.178513e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 19726 members 
Mstep: Class 6 contains 20315 members 
Mstep: Class 7 contains 19605 members 
Mstep: Class 8 contains 135162 members 
Mstep: Class 9 contains 16130 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 14122 members 
Mstep: Class 12 contains 937 members 
Mstep: Class 13 contains 5134 members 
Mstep: Class 14 contains 351840 members 
Mstep: Class 15 contains 21835 members 
Mstep: Class 17 contains 18648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41786040.000000 Penalty: 32744.896484
Iteration 56Q: 16 clusters Score -4.178604e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 5967 members 
Mstep: Class 4 contains 19664 members 
Mstep: Class 6 contains 20803 members 
Mstep: Class 7 contains 19575 members 
Mstep: Class 8 contains 134773 members 
Mstep: Class 9 contains 15996 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 14108 members 
Mstep: Class 12 contains 938 members 
Mstep: Class 13 contains 5047 members 
Mstep: Class 14 contains 351963 members 
Mstep: Class 15 contains 21817 members 
Mstep: Class 17 contains 18701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41786884.000000 Penalty: 32744.896484
Iteration 57Q: 16 clusters Score -4.178688e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 6068 members 
Mstep: Class 4 contains 19601 members 
Mstep: Class 6 contains 21167 members 
Mstep: Class 7 contains 19536 members 
Mstep: Class 8 contains 134532 members 
Mstep: Class 9 contains 15867 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 14091 members 
Mstep: Class 12 contains 940 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 352105 members 
Mstep: Class 15 contains 21785 members 
Mstep: Class 17 contains 18705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787564.000000 Penalty: 32744.896484
Iteration 58Q: 16 clusters Score -4.178756e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 6187 members 
Mstep: Class 4 contains 19549 members 
Mstep: Class 6 contains 21478 members 
Mstep: Class 7 contains 19492 members 
Mstep: Class 8 contains 134365 members 
Mstep: Class 9 contains 15754 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 14072 members 
Mstep: Class 12 contains 941 members 
Mstep: Class 13 contains 4877 members 
Mstep: Class 14 contains 352234 members 
Mstep: Class 15 contains 21728 members 
Mstep: Class 17 contains 18704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41788092.000000 Penalty: 32744.896484
Iteration 59Q: 16 clusters Score -4.178809e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 6327 members 
Mstep: Class 4 contains 19506 members 
Mstep: Class 6 contains 21741 members 
Mstep: Class 7 contains 19449 members 
Mstep: Class 8 contains 134332 members 
Mstep: Class 9 contains 15638 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 14059 members 
Mstep: Class 12 contains 943 members 
Mstep: Class 13 contains 4794 members 
Mstep: Class 14 contains 352314 members 
Mstep: Class 15 contains 21655 members 
Mstep: Class 17 contains 18646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791020.000000 Penalty: 32744.896484
Iteration 60F: 16 clusters Score -4.179102e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 6460 members 
Mstep: Class 4 contains 19472 members 
Mstep: Class 6 contains 23441 members 
Mstep: Class 7 contains 19410 members 
Mstep: Class 8 contains 132898 members 
Mstep: Class 9 contains 15512 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 14034 members 
Mstep: Class 12 contains 945 members 
Mstep: Class 13 contains 4725 members 
Mstep: Class 14 contains 352264 members 
Mstep: Class 15 contains 21596 members 
Mstep: Class 17 contains 18656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41793944.000000 Penalty: 32744.896484
Iteration 61Q: 16 clusters Score -4.179394e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51276 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 6656 members 
Mstep: Class 4 contains 19434 members 
Mstep: Class 6 contains 24759 members 
Mstep: Class 7 contains 19376 members 
Mstep: Class 8 contains 131690 members 
Mstep: Class 9 contains 15416 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 14003 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 352260 members 
Mstep: Class 15 contains 21573 members 
Mstep: Class 17 contains 18587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796260.000000 Penalty: 32744.896484
Iteration 62Q: 16 clusters Score -4.179626e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 6892 members 
Mstep: Class 4 contains 19381 members 
Mstep: Class 6 contains 25739 members 
Mstep: Class 7 contains 19335 members 
Mstep: Class 8 contains 130738 members 
Mstep: Class 9 contains 15331 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 13977 members 
Mstep: Class 12 contains 949 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 352362 members 
Mstep: Class 15 contains 21548 members 
Mstep: Class 17 contains 18427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797100.000000 Penalty: 32744.896484
Iteration 63Q: 16 clusters Score -4.17971e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 7091 members 
Mstep: Class 4 contains 19306 members 
Mstep: Class 6 contains 26414 members 
Mstep: Class 7 contains 19302 members 
Mstep: Class 8 contains 130127 members 
Mstep: Class 9 contains 15252 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 13956 members 
Mstep: Class 12 contains 951 members 
Mstep: Class 13 contains 4579 members 
Mstep: Class 14 contains 352525 members 
Mstep: Class 15 contains 21515 members 
Mstep: Class 17 contains 18264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797684.000000 Penalty: 32744.896484
Iteration 64Q: 16 clusters Score -4.179768e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 7289 members 
Mstep: Class 4 contains 19234 members 
Mstep: Class 6 contains 26917 members 
Mstep: Class 7 contains 19266 members 
Mstep: Class 8 contains 129714 members 
Mstep: Class 9 contains 15161 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 13944 members 
Mstep: Class 12 contains 951 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 352683 members 
Mstep: Class 15 contains 21488 members 
Mstep: Class 17 contains 18103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798048.000000 Penalty: 32744.896484
Iteration 65Q: 16 clusters Score -4.179805e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 7453 members 
Mstep: Class 4 contains 19152 members 
Mstep: Class 6 contains 27239 members 
Mstep: Class 7 contains 19237 members 
Mstep: Class 8 contains 129460 members 
Mstep: Class 9 contains 15065 members 
Mstep: Class 10 contains 683 members 
Mstep: Class 11 contains 13940 members 
Mstep: Class 12 contains 950 members 
Mstep: Class 13 contains 4486 members 
Mstep: Class 14 contains 352917 members 
Mstep: Class 15 contains 21446 members 
Mstep: Class 17 contains 17949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798320.000000 Penalty: 32744.896484
Iteration 66Q: 16 clusters Score -4.179832e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 7592 members 
Mstep: Class 4 contains 19088 members 
Mstep: Class 6 contains 27429 members 
Mstep: Class 7 contains 19191 members 
Mstep: Class 8 contains 129294 members 
Mstep: Class 9 contains 14970 members 
Mstep: Class 10 contains 684 members 
Mstep: Class 11 contains 13924 members 
Mstep: Class 12 contains 950 members 
Mstep: Class 13 contains 4452 members 
Mstep: Class 14 contains 353212 members 
Mstep: Class 15 contains 21415 members 
Mstep: Class 17 contains 17794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798564.000000 Penalty: 32744.896484
Iteration 67Q: 16 clusters Score -4.179856e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 7702 members 
Mstep: Class 4 contains 19029 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 19159 members 
Mstep: Class 8 contains 129212 members 
Mstep: Class 9 contains 14887 members 
Mstep: Class 10 contains 685 members 
Mstep: Class 11 contains 13911 members 
Mstep: Class 12 contains 950 members 
Mstep: Class 13 contains 4411 members 
Mstep: Class 14 contains 353513 members 
Mstep: Class 15 contains 21377 members 
Mstep: Class 17 contains 17640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798676.000000 Penalty: 32744.896484
Iteration 68Q: 16 clusters Score -4.179868e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 7792 members 
Mstep: Class 4 contains 18976 members 
Mstep: Class 6 contains 27630 members 
Mstep: Class 7 contains 19126 members 
Mstep: Class 8 contains 129140 members 
Mstep: Class 9 contains 14812 members 
Mstep: Class 10 contains 685 members 
Mstep: Class 11 contains 13900 members 
Mstep: Class 12 contains 951 members 
Mstep: Class 13 contains 4369 members 
Mstep: Class 14 contains 353837 members 
Mstep: Class 15 contains 21342 members 
Mstep: Class 17 contains 17492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798864.000000 Penalty: 32744.896484
Iteration 69Q: 16 clusters Score -4.179886e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 7857 members 
Mstep: Class 4 contains 18939 members 
Mstep: Class 6 contains 27669 members 
Mstep: Class 7 contains 19088 members 
Mstep: Class 8 contains 129098 members 
Mstep: Class 9 contains 14742 members 
Mstep: Class 10 contains 686 members 
Mstep: Class 11 contains 13886 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 4327 members 
Mstep: Class 14 contains 354193 members 
Mstep: Class 15 contains 21313 members 
Mstep: Class 17 contains 17350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798720.000000 Penalty: 32744.896484
Iteration 70Q: 16 clusters Score -4.179872e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 18917 members 
Mstep: Class 6 contains 27699 members 
Mstep: Class 7 contains 19060 members 
Mstep: Class 8 contains 129061 members 
Mstep: Class 9 contains 14683 members 
Mstep: Class 10 contains 686 members 
Mstep: Class 11 contains 13873 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 354524 members 
Mstep: Class 15 contains 21285 members 
Mstep: Class 17 contains 17228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798764.000000 Penalty: 32744.896484
Iteration 71Q: 16 clusters Score -4.179876e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 7946 members 
Mstep: Class 4 contains 18884 members 
Mstep: Class 6 contains 27710 members 
Mstep: Class 7 contains 19037 members 
Mstep: Class 8 contains 129021 members 
Mstep: Class 9 contains 14634 members 
Mstep: Class 10 contains 687 members 
Mstep: Class 11 contains 13863 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 4264 members 
Mstep: Class 14 contains 354853 members 
Mstep: Class 15 contains 21265 members 
Mstep: Class 17 contains 17106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798828.000000 Penalty: 32744.896484
Iteration 72Q: 16 clusters Score -4.179883e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 7978 members 
Mstep: Class 4 contains 18866 members 
Mstep: Class 6 contains 27707 members 
Mstep: Class 7 contains 19021 members 
Mstep: Class 8 contains 128992 members 
Mstep: Class 9 contains 14600 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13863 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 4237 members 
Mstep: Class 14 contains 355117 members 
Mstep: Class 15 contains 21252 members 
Mstep: Class 17 contains 17009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798776.000000 Penalty: 32744.896484
Iteration 73Q: 16 clusters Score -4.179878e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 8002 members 
Mstep: Class 4 contains 18839 members 
Mstep: Class 6 contains 27689 members 
Mstep: Class 7 contains 19009 members 
Mstep: Class 8 contains 128956 members 
Mstep: Class 9 contains 14572 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13854 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 4208 members 
Mstep: Class 14 contains 355399 members 
Mstep: Class 15 contains 21243 members 
Mstep: Class 17 contains 16921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798804.000000 Penalty: 32744.896484
Iteration 74Q: 16 clusters Score -4.17988e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 18814 members 
Mstep: Class 6 contains 27661 members 
Mstep: Class 7 contains 18998 members 
Mstep: Class 8 contains 128945 members 
Mstep: Class 9 contains 14546 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13845 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 4184 members 
Mstep: Class 14 contains 355635 members 
Mstep: Class 15 contains 21232 members 
Mstep: Class 17 contains 16847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798900.000000 Penalty: 32744.896484
Iteration 75Q: 16 clusters Score -4.17989e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 8038 members 
Mstep: Class 4 contains 18780 members 
Mstep: Class 6 contains 27647 members 
Mstep: Class 7 contains 18990 members 
Mstep: Class 8 contains 128950 members 
Mstep: Class 9 contains 14512 members 
Mstep: Class 10 contains 688 members 
Mstep: Class 11 contains 13829 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 4168 members 
Mstep: Class 14 contains 355834 members 
Mstep: Class 15 contains 21219 members 
Mstep: Class 17 contains 16791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798952.000000 Penalty: 32744.896484
Iteration 76Q: 16 clusters Score -4.179895e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 8057 members 
Mstep: Class 4 contains 18762 members 
Mstep: Class 6 contains 27613 members 
Mstep: Class 7 contains 18973 members 
Mstep: Class 8 contains 128946 members 
Mstep: Class 9 contains 14475 members 
Mstep: Class 10 contains 687 members 
Mstep: Class 11 contains 13816 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 4145 members 
Mstep: Class 14 contains 356044 members 
Mstep: Class 15 contains 21208 members 
Mstep: Class 17 contains 16754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798948.000000 Penalty: 32744.896484
Iteration 77Q: 16 clusters Score -4.179895e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 8068 members 
Mstep: Class 4 contains 18762 members 
Mstep: Class 6 contains 27584 members 
Mstep: Class 7 contains 18952 members 
Mstep: Class 8 contains 128952 members 
Mstep: Class 9 contains 14442 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13797 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 4117 members 
Mstep: Class 14 contains 356230 members 
Mstep: Class 15 contains 21196 members 
Mstep: Class 17 contains 16723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798972.000000 Penalty: 32744.896484
Iteration 78Q: 16 clusters Score -4.179897e+07 nChanged 370
Entering ConstructFrom: 
Score: -41798972.000000 Penalty: 32744.896484
Entering ConstructFrom: 
Trying to split cluster 1 (50832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Entering Unmasked Estep 
Score: -3265905.000000 Penalty: 1760.895752
	Iteration 0F: 2 clusters Score -3265905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3231892.250000 Penalty: 3521.791504
	Iteration 0F: 3 clusters Score -3231892 nChanged 23764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3245437.000000 Penalty: 3521.791504
	Iteration 1F: 3 clusters Score -3245437 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -3245889.250000 Penalty: 3521.791504
	Iteration 2Q: 3 clusters Score -3245889 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -3246314.500000 Penalty: 3521.791504
	Iteration 3Q: 3 clusters Score -3246314 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -3246887.000000 Penalty: 3521.791504
	Iteration 4Q: 3 clusters Score -3246887 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -3247745.750000 Penalty: 3521.791504
	Iteration 5Q: 3 clusters Score -3247746 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -3249193.750000 Penalty: 3521.791504
	Iteration 6F: 3 clusters Score -3249194 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -3251647.250000 Penalty: 3521.791504
	Iteration 7F: 3 clusters Score -3251647 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -3255011.250000 Penalty: 3521.791504
	Iteration 8F: 3 clusters Score -3255011 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -3258794.000000 Penalty: 3521.791504
	Iteration 9F: 3 clusters Score -3258794 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -3261699.000000 Penalty: 3521.791504
	Iteration 10F: 3 clusters Score -3261699 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -3263291.250000 Penalty: 3521.791504
	Iteration 11Q: 3 clusters Score -3263291 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -3263898.000000 Penalty: 3521.791504
	Iteration 12Q: 3 clusters Score -3263898 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -3264141.750000 Penalty: 3521.791504
	Iteration 13Q: 3 clusters Score -3264142 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -3264266.250000 Penalty: 3521.791504
	Iteration 14Q: 3 clusters Score -3264266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -3264307.500000 Penalty: 3521.791504
	Iteration 15Q: 3 clusters Score -3264308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -3264325.500000 Penalty: 3521.791504
	Iteration 16Q: 3 clusters Score -3264326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -3264341.250000 Penalty: 3521.791504
	Iteration 17Q: 3 clusters Score -3264341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -3264349.750000 Penalty: 3521.791504
	Iteration 18Q: 3 clusters Score -3264350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -3264352.500000 Penalty: 3521.791504
	Iteration 19Q: 3 clusters Score -3264352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -3264358.500000 Penalty: 3521.791504
	Iteration 20F: 3 clusters Score -3264358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -3264360.250000 Penalty: 3521.791504
	Iteration 21Q: 3 clusters Score -3264360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -3264364.750000 Penalty: 3521.791504
	Iteration 22Q: 3 clusters Score -3264365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -3264366.000000 Penalty: 3521.791504
	Iteration 23Q: 3 clusters Score -3264366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -3264365.000000 Penalty: 3521.791504
	Iteration 24Q: 3 clusters Score -3264365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -3264365.000000 Penalty: 3521.791504
	Iteration 25F: 3 clusters Score -3264365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -86372.265625 Penalty: 1173.310669
	Iteration 0F: 2 clusters Score -86372.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -84659.187500 Penalty: 2346.621338
	Iteration 0F: 3 clusters Score -84659.19 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -84943.187500 Penalty: 2346.621338
	Iteration 1F: 3 clusters Score -84943.19 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -85031.382812 Penalty: 2346.621338
	Iteration 2F: 3 clusters Score -85031.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -85070.515625 Penalty: 2346.621338
	Iteration 3Q: 3 clusters Score -85070.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -85089.179688 Penalty: 2346.621338
	Iteration 4Q: 3 clusters Score -85089.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -85097.906250 Penalty: 2346.621338
	Iteration 5Q: 3 clusters Score -85097.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -85102.414062 Penalty: 2346.621338
	Iteration 6Q: 3 clusters Score -85102.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -85106.468750 Penalty: 2346.621338
	Iteration 7Q: 3 clusters Score -85106.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -85111.562500 Penalty: 2346.621338
	Iteration 8Q: 3 clusters Score -85111.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -85114.695312 Penalty: 2346.621338
	Iteration 9Q: 3 clusters Score -85114.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -85119.664062 Penalty: 2346.621338
	Iteration 10Q: 3 clusters Score -85119.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -85124.046875 Penalty: 2346.621338
	Iteration 11Q: 3 clusters Score -85124.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -85129.117188 Penalty: 2346.621338
	Iteration 12Q: 3 clusters Score -85129.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -85132.781250 Penalty: 2346.621338
	Iteration 13Q: 3 clusters Score -85132.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -85136.882812 Penalty: 2346.621338
	Iteration 14Q: 3 clusters Score -85136.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -85139.812500 Penalty: 2346.621338
	Iteration 15Q: 3 clusters Score -85139.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -85141.515625 Penalty: 2346.621338
	Iteration 16Q: 3 clusters Score -85141.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -85141.515625 Penalty: 2346.621338
	Iteration 17F: 3 clusters Score -85141.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Entering Unmasked Estep 
Score: -510385.812500 Penalty: 1462.016357
	Iteration 0F: 2 clusters Score -510385.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -504463.375000 Penalty: 2924.032715
	Iteration 0F: 3 clusters Score -504463.4 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -506322.281250 Penalty: 2924.032715
	Iteration 1F: 3 clusters Score -506322.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -506522.312500 Penalty: 2924.032715
	Iteration 2F: 3 clusters Score -506522.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -506692.812500 Penalty: 2924.032715
	Iteration 3Q: 3 clusters Score -506692.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -506862.437500 Penalty: 2924.032715
	Iteration 4Q: 3 clusters Score -506862.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -507030.718750 Penalty: 2924.032715
	Iteration 5Q: 3 clusters Score -507030.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -507238.375000 Penalty: 2924.032715
	Iteration 6Q: 3 clusters Score -507238.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -507513.281250 Penalty: 2924.032715
	Iteration 7Q: 3 clusters Score -507513.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -507792.781250 Penalty: 2924.032715
	Iteration 8Q: 3 clusters Score -507792.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -508044.812500 Penalty: 2924.032715
	Iteration 9Q: 3 clusters Score -508044.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -508293.250000 Penalty: 2924.032715
	Iteration 10Q: 3 clusters Score -508293.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -508554.500000 Penalty: 2924.032715
	Iteration 11Q: 3 clusters Score -508554.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -508765.062500 Penalty: 2924.032715
	Iteration 12Q: 3 clusters Score -508765.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -508939.343750 Penalty: 2924.032715
	Iteration 13Q: 3 clusters Score -508939.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -509061.750000 Penalty: 2924.032715
	Iteration 14Q: 3 clusters Score -509061.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -509148.343750 Penalty: 2924.032715
	Iteration 15Q: 3 clusters Score -509148.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -509212.375000 Penalty: 2924.032715
	Iteration 16Q: 3 clusters Score -509212.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -509269.656250 Penalty: 2924.032715
	Iteration 17Q: 3 clusters Score -509269.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -509319.718750 Penalty: 2924.032715
	Iteration 18Q: 3 clusters Score -509319.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -509357.093750 Penalty: 2924.032715
	Iteration 19Q: 3 clusters Score -509357.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -509394.687500 Penalty: 2924.032715
	Iteration 20F: 3 clusters Score -509394.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -509433.343750 Penalty: 2924.032715
	Iteration 21Q: 3 clusters Score -509433.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -509460.750000 Penalty: 2924.032715
	Iteration 22Q: 3 clusters Score -509460.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -509480.718750 Penalty: 2924.032715
	Iteration 23Q: 3 clusters Score -509480.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -509500.718750 Penalty: 2924.032715
	Iteration 24Q: 3 clusters Score -509500.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -509519.062500 Penalty: 2924.032715
	Iteration 25Q: 3 clusters Score -509519.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -509537.531250 Penalty: 2924.032715
	Iteration 26Q: 3 clusters Score -509537.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -509551.968750 Penalty: 2924.032715
	Iteration 27Q: 3 clusters Score -509552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -509566.281250 Penalty: 2924.032715
	Iteration 28Q: 3 clusters Score -509566.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -509586.531250 Penalty: 2924.032715
	Iteration 29Q: 3 clusters Score -509586.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -509602.156250 Penalty: 2924.032715
	Iteration 30Q: 3 clusters Score -509602.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -509615.625000 Penalty: 2924.032715
	Iteration 31Q: 3 clusters Score -509615.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -509641.343750 Penalty: 2924.032715
	Iteration 32Q: 3 clusters Score -509641.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -509692.500000 Penalty: 2924.032715
	Iteration 33Q: 3 clusters Score -509692.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -509740.093750 Penalty: 2924.032715
	Iteration 34Q: 3 clusters Score -509740.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -509799.437500 Penalty: 2924.032715
	Iteration 35Q: 3 clusters Score -509799.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -509850.375000 Penalty: 2924.032715
	Iteration 36Q: 3 clusters Score -509850.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -509888.125000 Penalty: 2924.032715
	Iteration 37Q: 3 clusters Score -509888.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -509916.593750 Penalty: 2924.032715
	Iteration 38Q: 3 clusters Score -509916.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -509936.062500 Penalty: 2924.032715
	Iteration 39Q: 3 clusters Score -509936.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -509963.031250 Penalty: 2924.032715
	Iteration 40F: 3 clusters Score -509963 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -509979.625000 Penalty: 2924.032715
	Iteration 41Q: 3 clusters Score -509979.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -509989.218750 Penalty: 2924.032715
	Iteration 42Q: 3 clusters Score -509989.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -509997.406250 Penalty: 2924.032715
	Iteration 43Q: 3 clusters Score -509997.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -510001.875000 Penalty: 2924.032715
	Iteration 44Q: 3 clusters Score -510001.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -510010.343750 Penalty: 2924.032715
	Iteration 45Q: 3 clusters Score -510010.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -510017.937500 Penalty: 2924.032715
	Iteration 46Q: 3 clusters Score -510017.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -510021.031250 Penalty: 2924.032715
	Iteration 47Q: 3 clusters Score -510021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -510027.812500 Penalty: 2924.032715
	Iteration 48Q: 3 clusters Score -510027.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -510032.062500 Penalty: 2924.032715
	Iteration 49Q: 3 clusters Score -510032.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -510036.375000 Penalty: 2924.032715
	Iteration 50Q: 3 clusters Score -510036.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -510040.093750 Penalty: 2924.032715
	Iteration 51Q: 3 clusters Score -510040.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -510042.375000 Penalty: 2924.032715
	Iteration 52Q: 3 clusters Score -510042.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -510043.281250 Penalty: 2924.032715
	Iteration 53Q: 3 clusters Score -510043.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -510045.312500 Penalty: 2924.032715
	Iteration 54Q: 3 clusters Score -510045.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -510046.687500 Penalty: 2924.032715
	Iteration 55Q: 3 clusters Score -510046.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -510048.625000 Penalty: 2924.032715
	Iteration 56Q: 3 clusters Score -510048.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -510049.218750 Penalty: 2924.032715
	Iteration 57Q: 3 clusters Score -510049.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -510050.187500 Penalty: 2924.032715
	Iteration 58Q: 3 clusters Score -510050.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -510051.500000 Penalty: 2924.032715
	Iteration 59Q: 3 clusters Score -510051.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -510052.125000 Penalty: 2924.032715
	Iteration 60F: 3 clusters Score -510052.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -510052.437500 Penalty: 2924.032715
	Iteration 61Q: 3 clusters Score -510052.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -510055.562500 Penalty: 2924.032715
	Iteration 62Q: 3 clusters Score -510055.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -510059.375000 Penalty: 2924.032715
	Iteration 63Q: 3 clusters Score -510059.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -510059.968750 Penalty: 2924.032715
	Iteration 64Q: 3 clusters Score -510060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -510062.687500 Penalty: 2924.032715
	Iteration 65Q: 3 clusters Score -510062.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -510063.156250 Penalty: 2924.032715
	Iteration 66Q: 3 clusters Score -510063.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -510063.781250 Penalty: 2924.032715
	Iteration 67Q: 3 clusters Score -510063.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -510065.000000 Penalty: 2924.032715
	Iteration 68Q: 3 clusters Score -510065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -510067.656250 Penalty: 2924.032715
	Iteration 69Q: 3 clusters Score -510067.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -510068.187500 Penalty: 2924.032715
	Iteration 70Q: 3 clusters Score -510068.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -510067.937500 Penalty: 2924.032715
	Iteration 71Q: 3 clusters Score -510067.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -510070.281250 Penalty: 2924.032715
	Iteration 72Q: 3 clusters Score -510070.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -510070.125000 Penalty: 2924.032715
	Iteration 73Q: 3 clusters Score -510070.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -510071.906250 Penalty: 2924.032715
	Iteration 74Q: 3 clusters Score -510071.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -510074.312500 Penalty: 2924.032715
	Iteration 75Q: 3 clusters Score -510074.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -510073.343750 Penalty: 2924.032715
	Iteration 76Q: 3 clusters Score -510073.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -510076.187500 Penalty: 2924.032715
	Iteration 77Q: 3 clusters Score -510076.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -510074.843750 Penalty: 2924.032715
	Iteration 78Q: 3 clusters Score -510074.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -510076.187500 Penalty: 2924.032715
	Iteration 79Q: 3 clusters Score -510076.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -510075.437500 Penalty: 2924.032715
	Iteration 80F: 3 clusters Score -510075.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -510077.031250 Penalty: 2924.032715
	Iteration 81Q: 3 clusters Score -510077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -510078.468750 Penalty: 2924.032715
	Iteration 82Q: 3 clusters Score -510078.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -510079.937500 Penalty: 2924.032715
	Iteration 83Q: 3 clusters Score -510079.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -510082.468750 Penalty: 2924.032715
	Iteration 84Q: 3 clusters Score -510082.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -510084.562500 Penalty: 2924.032715
	Iteration 85Q: 3 clusters Score -510084.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -510085.031250 Penalty: 2924.032715
	Iteration 86Q: 3 clusters Score -510085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -510087.187500 Penalty: 2924.032715
	Iteration 87Q: 3 clusters Score -510087.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -510089.906250 Penalty: 2924.032715
	Iteration 88Q: 3 clusters Score -510089.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -510090.312500 Penalty: 2924.032715
	Iteration 89Q: 3 clusters Score -510090.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -510092.156250 Penalty: 2924.032715
	Iteration 90Q: 3 clusters Score -510092.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -510092.281250 Penalty: 2924.032715
	Iteration 91Q: 3 clusters Score -510092.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -510093.593750 Penalty: 2924.032715
	Iteration 92Q: 3 clusters Score -510093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -510093.500000 Penalty: 2924.032715
	Iteration 93Q: 3 clusters Score -510093.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -510094.031250 Penalty: 2924.032715
	Iteration 94Q: 3 clusters Score -510094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -510095.375000 Penalty: 2924.032715
	Iteration 95Q: 3 clusters Score -510095.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -510098.218750 Penalty: 2924.032715
	Iteration 96Q: 3 clusters Score -510098.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -510100.312500 Penalty: 2924.032715
	Iteration 97Q: 3 clusters Score -510100.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -510105.000000 Penalty: 2924.032715
	Iteration 98Q: 3 clusters Score -510105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -510109.531250 Penalty: 2924.032715
	Iteration 99Q: 3 clusters Score -510109.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -510114.281250 Penalty: 2924.032715
	Iteration 100F: 3 clusters Score -510114.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -510118.593750 Penalty: 2924.032715
	Iteration 101Q: 3 clusters Score -510118.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -510124.281250 Penalty: 2924.032715
	Iteration 102Q: 3 clusters Score -510124.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -510129.500000 Penalty: 2924.032715
	Iteration 103Q: 3 clusters Score -510129.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -510132.343750 Penalty: 2924.032715
	Iteration 104Q: 3 clusters Score -510132.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -510135.968750 Penalty: 2924.032715
	Iteration 105Q: 3 clusters Score -510136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -510141.031250 Penalty: 2924.032715
	Iteration 106Q: 3 clusters Score -510141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -510142.031250 Penalty: 2924.032715
	Iteration 107Q: 3 clusters Score -510142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -510143.281250 Penalty: 2924.032715
	Iteration 108Q: 3 clusters Score -510143.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -510145.406250 Penalty: 2924.032715
	Iteration 109Q: 3 clusters Score -510145.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -510146.375000 Penalty: 2924.032715
	Iteration 110Q: 3 clusters Score -510146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -510145.781250 Penalty: 2924.032715
	Iteration 111Q: 3 clusters Score -510145.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -510145.781250 Penalty: 2924.032715
	Iteration 112F: 3 clusters Score -510145.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Entering Unmasked Estep 
Score: -1135238.625000 Penalty: 1598.829224
	Iteration 0F: 2 clusters Score -1135239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1122365.125000 Penalty: 3197.658447
	Iteration 0F: 3 clusters Score -1122365 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1126983.750000 Penalty: 3197.658447
	Iteration 1F: 3 clusters Score -1126984 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1127280.250000 Penalty: 3197.658447
	Iteration 2Q: 3 clusters Score -1127280 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1127515.750000 Penalty: 3197.658447
	Iteration 3Q: 3 clusters Score -1127516 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1127724.625000 Penalty: 3197.658447
	Iteration 4Q: 3 clusters Score -1127725 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1127919.500000 Penalty: 3197.658447
	Iteration 5Q: 3 clusters Score -1127920 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1128101.000000 Penalty: 3197.658447
	Iteration 6Q: 3 clusters Score -1128101 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1128283.625000 Penalty: 3197.658447
	Iteration 7Q: 3 clusters Score -1128284 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1128452.375000 Penalty: 3197.658447
	Iteration 8Q: 3 clusters Score -1128452 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1128626.125000 Penalty: 3197.658447
	Iteration 9Q: 3 clusters Score -1128626 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1128807.000000 Penalty: 3197.658447
	Iteration 10Q: 3 clusters Score -1128807 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1128976.375000 Penalty: 3197.658447
	Iteration 11Q: 3 clusters Score -1128976 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1129167.000000 Penalty: 3197.658447
	Iteration 12Q: 3 clusters Score -1129167 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1129364.000000 Penalty: 3197.658447
	Iteration 13Q: 3 clusters Score -1129364 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1129580.875000 Penalty: 3197.658447
	Iteration 14Q: 3 clusters Score -1129581 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1129824.125000 Penalty: 3197.658447
	Iteration 15Q: 3 clusters Score -1129824 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1130075.625000 Penalty: 3197.658447
	Iteration 16Q: 3 clusters Score -1130076 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1130371.875000 Penalty: 3197.658447
	Iteration 17Q: 3 clusters Score -1130372 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1130709.250000 Penalty: 3197.658447
	Iteration 18Q: 3 clusters Score -1130709 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1130989.625000 Penalty: 3197.658447
	Iteration 19Q: 3 clusters Score -1130990 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1131217.000000 Penalty: 3197.658447
	Iteration 20F: 3 clusters Score -1131217 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1131379.375000 Penalty: 3197.658447
	Iteration 21Q: 3 clusters Score -1131379 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1131480.000000 Penalty: 3197.658447
	Iteration 22Q: 3 clusters Score -1131480 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1131563.750000 Penalty: 3197.658447
	Iteration 23Q: 3 clusters Score -1131564 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1131628.750000 Penalty: 3197.658447
	Iteration 24Q: 3 clusters Score -1131629 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1131681.000000 Penalty: 3197.658447
	Iteration 25Q: 3 clusters Score -1131681 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1131734.625000 Penalty: 3197.658447
	Iteration 26Q: 3 clusters Score -1131735 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1131791.125000 Penalty: 3197.658447
	Iteration 27Q: 3 clusters Score -1131791 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1131848.500000 Penalty: 3197.658447
	Iteration 28Q: 3 clusters Score -1131848 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1131911.000000 Penalty: 3197.658447
	Iteration 29Q: 3 clusters Score -1131911 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1131975.875000 Penalty: 3197.658447
	Iteration 30Q: 3 clusters Score -1131976 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1132053.875000 Penalty: 3197.658447
	Iteration 31Q: 3 clusters Score -1132054 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1132125.000000 Penalty: 3197.658447
	Iteration 32Q: 3 clusters Score -1132125 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1132202.000000 Penalty: 3197.658447
	Iteration 33Q: 3 clusters Score -1132202 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1132294.750000 Penalty: 3197.658447
	Iteration 34Q: 3 clusters Score -1132295 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1132385.250000 Penalty: 3197.658447
	Iteration 35Q: 3 clusters Score -1132385 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1132477.625000 Penalty: 3197.658447
	Iteration 36Q: 3 clusters Score -1132478 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1132574.250000 Penalty: 3197.658447
	Iteration 37Q: 3 clusters Score -1132574 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1132679.125000 Penalty: 3197.658447
	Iteration 38Q: 3 clusters Score -1132679 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1132777.875000 Penalty: 3197.658447
	Iteration 39Q: 3 clusters Score -1132778 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1132899.250000 Penalty: 3197.658447
	Iteration 40F: 3 clusters Score -1132899 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1133000.750000 Penalty: 3197.658447
	Iteration 41Q: 3 clusters Score -1133001 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1133105.250000 Penalty: 3197.658447
	Iteration 42Q: 3 clusters Score -1133105 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1133217.250000 Penalty: 3197.658447
	Iteration 43Q: 3 clusters Score -1133217 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1133333.250000 Penalty: 3197.658447
	Iteration 44Q: 3 clusters Score -1133333 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -1133455.875000 Penalty: 3197.658447
	Iteration 45Q: 3 clusters Score -1133456 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1133561.000000 Penalty: 3197.658447
	Iteration 46Q: 3 clusters Score -1133561 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1133632.625000 Penalty: 3197.658447
	Iteration 47Q: 3 clusters Score -1133633 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1133694.375000 Penalty: 3197.658447
	Iteration 48Q: 3 clusters Score -1133694 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1133735.500000 Penalty: 3197.658447
	Iteration 49Q: 3 clusters Score -1133736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1133759.250000 Penalty: 3197.658447
	Iteration 50Q: 3 clusters Score -1133759 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -1133775.500000 Penalty: 3197.658447
	Iteration 51Q: 3 clusters Score -1133776 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -1133786.750000 Penalty: 3197.658447
	Iteration 52Q: 3 clusters Score -1133787 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1133799.625000 Penalty: 3197.658447
	Iteration 53Q: 3 clusters Score -1133800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1133811.375000 Penalty: 3197.658447
	Iteration 54Q: 3 clusters Score -1133811 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1133817.750000 Penalty: 3197.658447
	Iteration 55Q: 3 clusters Score -1133818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1133825.250000 Penalty: 3197.658447
	Iteration 56Q: 3 clusters Score -1133825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -1133833.000000 Penalty: 3197.658447
	Iteration 57Q: 3 clusters Score -1133833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1133836.250000 Penalty: 3197.658447
	Iteration 58Q: 3 clusters Score -1133836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -1133838.750000 Penalty: 3197.658447
	Iteration 59Q: 3 clusters Score -1133839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1133845.750000 Penalty: 3197.658447
	Iteration 60F: 3 clusters Score -1133846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1133847.250000 Penalty: 3197.658447
	Iteration 61Q: 3 clusters Score -1133847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1133850.000000 Penalty: 3197.658447
	Iteration 62Q: 3 clusters Score -1133850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1133854.500000 Penalty: 3197.658447
	Iteration 63Q: 3 clusters Score -1133854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1133856.750000 Penalty: 3197.658447
	Iteration 64Q: 3 clusters Score -1133857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1133858.625000 Penalty: 3197.658447
	Iteration 65Q: 3 clusters Score -1133859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1133861.125000 Penalty: 3197.658447
	Iteration 66Q: 3 clusters Score -1133861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1133863.500000 Penalty: 3197.658447
	Iteration 67Q: 3 clusters Score -1133864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1133863.625000 Penalty: 3197.658447
	Iteration 68Q: 3 clusters Score -1133864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -1133865.875000 Penalty: 3197.658447
	Iteration 69Q: 3 clusters Score -1133866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -1133866.500000 Penalty: 3197.658447
	Iteration 70Q: 3 clusters Score -1133866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1133871.125000 Penalty: 3197.658447
	Iteration 71Q: 3 clusters Score -1133871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1133871.875000 Penalty: 3197.658447
	Iteration 72Q: 3 clusters Score -1133872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -1133872.375000 Penalty: 3197.658447
	Iteration 73Q: 3 clusters Score -1133872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1133874.625000 Penalty: 3197.658447
	Iteration 74Q: 3 clusters Score -1133875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1133873.500000 Penalty: 3197.658447
	Iteration 75Q: 3 clusters Score -1133874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1133877.125000 Penalty: 3197.658447
	Iteration 76Q: 3 clusters Score -1133877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1133877.625000 Penalty: 3197.658447
	Iteration 77Q: 3 clusters Score -1133878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -1133879.500000 Penalty: 3197.658447
	Iteration 78Q: 3 clusters Score -1133880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1133886.250000 Penalty: 3197.658447
	Iteration 79Q: 3 clusters Score -1133886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1133888.875000 Penalty: 3197.658447
	Iteration 80F: 3 clusters Score -1133889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -1133889.375000 Penalty: 3197.658447
	Iteration 81Q: 3 clusters Score -1133889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -1133891.500000 Penalty: 3197.658447
	Iteration 82Q: 3 clusters Score -1133892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1133893.500000 Penalty: 3197.658447
	Iteration 83Q: 3 clusters Score -1133894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -1133894.500000 Penalty: 3197.658447
	Iteration 84Q: 3 clusters Score -1133894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1133892.750000 Penalty: 3197.658447
	Iteration 85Q: 3 clusters Score -1133893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1133893.625000 Penalty: 3197.658447
	Iteration 86Q: 3 clusters Score -1133894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1133894.500000 Penalty: 3197.658447
	Iteration 87Q: 3 clusters Score -1133894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -1133895.500000 Penalty: 3197.658447
	Iteration 88Q: 3 clusters Score -1133896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1133894.000000 Penalty: 3197.658447
	Iteration 89Q: 3 clusters Score -1133894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -1133893.000000 Penalty: 3197.658447
	Iteration 90Q: 3 clusters Score -1133893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -1133893.125000 Penalty: 3197.658447
	Iteration 91Q: 3 clusters Score -1133893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -1133892.250000 Penalty: 3197.658447
	Iteration 92Q: 3 clusters Score -1133892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1133896.125000 Penalty: 3197.658447
	Iteration 93Q: 3 clusters Score -1133896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -1133895.750000 Penalty: 3197.658447
	Iteration 94Q: 3 clusters Score -1133896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -1133895.750000 Penalty: 3197.658447
	Iteration 95Q: 3 clusters Score -1133896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -1133898.125000 Penalty: 3197.658447
	Iteration 96Q: 3 clusters Score -1133898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -1133898.375000 Penalty: 3197.658447
	Iteration 97Q: 3 clusters Score -1133898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1133896.000000 Penalty: 3197.658447
	Iteration 98Q: 3 clusters Score -1133896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1133896.375000 Penalty: 3197.658447
	Iteration 99Q: 3 clusters Score -1133896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -1133896.625000 Penalty: 3197.658447
	Iteration 100F: 3 clusters Score -1133897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1133897.125000 Penalty: 3197.658447
	Iteration 101Q: 3 clusters Score -1133897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1133897.125000 Penalty: 3197.658447
	Iteration 102F: 3 clusters Score -1133897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Entering Unmasked Estep 
Score: -1760662.000000 Penalty: 1661.413818
	Iteration 0F: 2 clusters Score -1760662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1742055.000000 Penalty: 3322.827637
	Iteration 0F: 3 clusters Score -1742055 nChanged 12625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1748965.250000 Penalty: 3322.827637
	Iteration 1F: 3 clusters Score -1748965 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1749300.125000 Penalty: 3322.827637
	Iteration 2Q: 3 clusters Score -1749300 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1749600.000000 Penalty: 3322.827637
	Iteration 3Q: 3 clusters Score -1749600 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1749984.875000 Penalty: 3322.827637
	Iteration 4Q: 3 clusters Score -1749985 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1750559.750000 Penalty: 3322.827637
	Iteration 5Q: 3 clusters Score -1750560 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -1751482.500000 Penalty: 3322.827637
	Iteration 6F: 3 clusters Score -1751482 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -1753011.500000 Penalty: 3322.827637
	Iteration 7F: 3 clusters Score -1753012 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -1755080.500000 Penalty: 3322.827637
	Iteration 8F: 3 clusters Score -1755080 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -1757125.500000 Penalty: 3322.827637
	Iteration 9F: 3 clusters Score -1757126 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -1758385.500000 Penalty: 3322.827637
	Iteration 10Q: 3 clusters Score -1758386 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -1758967.625000 Penalty: 3322.827637
	Iteration 11Q: 3 clusters Score -1758968 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -1759188.500000 Penalty: 3322.827637
	Iteration 12Q: 3 clusters Score -1759188 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -1759300.000000 Penalty: 3322.827637
	Iteration 13Q: 3 clusters Score -1759300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -1759371.375000 Penalty: 3322.827637
	Iteration 14Q: 3 clusters Score -1759371 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -1759398.875000 Penalty: 3322.827637
	Iteration 15Q: 3 clusters Score -1759399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -1759424.375000 Penalty: 3322.827637
	Iteration 16Q: 3 clusters Score -1759424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -1759443.250000 Penalty: 3322.827637
	Iteration 17Q: 3 clusters Score -1759443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -1759452.750000 Penalty: 3322.827637
	Iteration 18Q: 3 clusters Score -1759453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -1759471.750000 Penalty: 3322.827637
	Iteration 19Q: 3 clusters Score -1759472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -1759477.875000 Penalty: 3322.827637
	Iteration 20F: 3 clusters Score -1759478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -1759484.750000 Penalty: 3322.827637
	Iteration 21Q: 3 clusters Score -1759485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -1759494.375000 Penalty: 3322.827637
	Iteration 22Q: 3 clusters Score -1759494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -1759496.000000 Penalty: 3322.827637
	Iteration 23Q: 3 clusters Score -1759496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -1759497.500000 Penalty: 3322.827637
	Iteration 24Q: 3 clusters Score -1759498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -1759500.875000 Penalty: 3322.827637
	Iteration 25Q: 3 clusters Score -1759501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -1759504.625000 Penalty: 3322.827637
	Iteration 26Q: 3 clusters Score -1759505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -1759510.250000 Penalty: 3322.827637
	Iteration 27Q: 3 clusters Score -1759510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -1759508.000000 Penalty: 3322.827637
	Iteration 28Q: 3 clusters Score -1759508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -1759512.625000 Penalty: 3322.827637
	Iteration 29Q: 3 clusters Score -1759513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -1759510.625000 Penalty: 3322.827637
	Iteration 30Q: 3 clusters Score -1759511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -1759512.125000 Penalty: 3322.827637
	Iteration 31Q: 3 clusters Score -1759512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -1759511.250000 Penalty: 3322.827637
	Iteration 32Q: 3 clusters Score -1759511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -1759511.250000 Penalty: 3322.827637
	Iteration 33F: 3 clusters Score -1759511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Entering Unmasked Estep 
Score: -1217081.375000 Penalty: 1600.441895
	Iteration 0F: 2 clusters Score -1217081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1204045.375000 Penalty: 3200.883789
	Iteration 0F: 3 clusters Score -1204045 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1208705.500000 Penalty: 3200.883789
	Iteration 1F: 3 clusters Score -1208706 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1208986.750000 Penalty: 3200.883789
	Iteration 2Q: 3 clusters Score -1208987 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1209191.250000 Penalty: 3200.883789
	Iteration 3Q: 3 clusters Score -1209191 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1209399.000000 Penalty: 3200.883789
	Iteration 4Q: 3 clusters Score -1209399 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1209618.875000 Penalty: 3200.883789
	Iteration 5Q: 3 clusters Score -1209619 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1209888.250000 Penalty: 3200.883789
	Iteration 6Q: 3 clusters Score -1209888 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1210257.750000 Penalty: 3200.883789
	Iteration 7Q: 3 clusters Score -1210258 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1210781.625000 Penalty: 3200.883789
	Iteration 8F: 3 clusters Score -1210782 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1211497.625000 Penalty: 3200.883789
	Iteration 9F: 3 clusters Score -1211498 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1212400.500000 Penalty: 3200.883789
	Iteration 10F: 3 clusters Score -1212400 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1213412.250000 Penalty: 3200.883789
	Iteration 11F: 3 clusters Score -1213412 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -1214280.875000 Penalty: 3200.883789
	Iteration 12F: 3 clusters Score -1214281 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1214861.750000 Penalty: 3200.883789
	Iteration 13Q: 3 clusters Score -1214862 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -1215216.750000 Penalty: 3200.883789
	Iteration 14Q: 3 clusters Score -1215217 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -1215419.750000 Penalty: 3200.883789
	Iteration 15Q: 3 clusters Score -1215420 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -1215532.750000 Penalty: 3200.883789
	Iteration 16Q: 3 clusters Score -1215533 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -1215597.375000 Penalty: 3200.883789
	Iteration 17Q: 3 clusters Score -1215597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -1215631.625000 Penalty: 3200.883789
	Iteration 18Q: 3 clusters Score -1215632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -1215644.375000 Penalty: 3200.883789
	Iteration 19Q: 3 clusters Score -1215644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -1215658.625000 Penalty: 3200.883789
	Iteration 20F: 3 clusters Score -1215659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -1215678.500000 Penalty: 3200.883789
	Iteration 21Q: 3 clusters Score -1215678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -1215696.250000 Penalty: 3200.883789
	Iteration 22Q: 3 clusters Score -1215696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -1215705.125000 Penalty: 3200.883789
	Iteration 23Q: 3 clusters Score -1215705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -1215711.000000 Penalty: 3200.883789
	Iteration 24Q: 3 clusters Score -1215711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -1215713.625000 Penalty: 3200.883789
	Iteration 25Q: 3 clusters Score -1215714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -1215717.375000 Penalty: 3200.883789
	Iteration 26Q: 3 clusters Score -1215717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1215721.875000 Penalty: 3200.883789
	Iteration 27Q: 3 clusters Score -1215722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1215727.875000 Penalty: 3200.883789
	Iteration 28Q: 3 clusters Score -1215728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -1215729.875000 Penalty: 3200.883789
	Iteration 29Q: 3 clusters Score -1215730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -1215729.875000 Penalty: 3200.883789
	Iteration 30F: 3 clusters Score -1215730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (128945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128945 members 
Entering Unmasked Estep 
Score: -8257339.500000 Penalty: 1912.160522
	Iteration 0F: 2 clusters Score -8257340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 64263 members 
Entering Unmasked Estep 
Score: -8170962.500000 Penalty: 3824.321045
	Iteration 0F: 3 clusters Score -8170962 nChanged 61920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68082 members 
Mstep: Class 2 contains 60863 members 
Entering Unmasked Estep 
Score: -8206700.000000 Penalty: 3824.321045
	Iteration 1F: 3 clusters Score -8206700 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70557 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -8207769.000000 Penalty: 3824.321045
	Iteration 2Q: 3 clusters Score -8207769 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74639 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -8209548.000000 Penalty: 3824.321045
	Iteration 3Q: 3 clusters Score -8209548 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80734 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -8212735.500000 Penalty: 3824.321045
	Iteration 4F: 3 clusters Score -8212736 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -8218693.500000 Penalty: 3824.321045
	Iteration 5F: 3 clusters Score -8218694 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101012 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -8228363.500000 Penalty: 3824.321045
	Iteration 6F: 3 clusters Score -8228364 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112744 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -8240030.500000 Penalty: 3824.321045
	Iteration 7F: 3 clusters Score -8240030 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121448 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -8248950.000000 Penalty: 3824.321045
	Iteration 8F: 3 clusters Score -8248950 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125826 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -8253211.500000 Penalty: 3824.321045
	Iteration 9Q: 3 clusters Score -8253212 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127528 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -8254818.500000 Penalty: 3824.321045
	Iteration 10Q: 3 clusters Score -8254818 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128127 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8255316.000000 Penalty: 3824.321045
	Iteration 11Q: 3 clusters Score -8255316 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128348 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8255511.500000 Penalty: 3824.321045
	Iteration 12Q: 3 clusters Score -8255512 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128438 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8255607.500000 Penalty: 3824.321045
	Iteration 13Q: 3 clusters Score -8255608 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128479 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8255662.000000 Penalty: 3824.321045
	Iteration 14Q: 3 clusters Score -8255662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128505 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8255699.000000 Penalty: 3824.321045
	Iteration 15Q: 3 clusters Score -8255699 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128517 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8255721.500000 Penalty: 3824.321045
	Iteration 16Q: 3 clusters Score -8255722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128527 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8255741.000000 Penalty: 3824.321045
	Iteration 17Q: 3 clusters Score -8255741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128533 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8255759.500000 Penalty: 3824.321045
	Iteration 18Q: 3 clusters Score -8255760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128538 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8255752.000000 Penalty: 3824.321045
	Iteration 19Q: 3 clusters Score -8255752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128544 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8255760.000000 Penalty: 3824.321045
	Iteration 20F: 3 clusters Score -8255760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128543 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8255759.000000 Penalty: 3824.321045
	Iteration 21Q: 3 clusters Score -8255759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128546 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8255752.500000 Penalty: 3824.321045
	Iteration 22Q: 3 clusters Score -8255752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128547 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8255754.000000 Penalty: 3824.321045
	Iteration 23Q: 3 clusters Score -8255754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128547 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8255754.000000 Penalty: 3824.321045
	Iteration 24F: 3 clusters Score -8255754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Entering Unmasked Estep 
Score: -932831.312500 Penalty: 1556.149170
	Iteration 0F: 2 clusters Score -932831.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -922814.750000 Penalty: 3112.298340
	Iteration 0F: 3 clusters Score -922814.8 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -926234.062500 Penalty: 3112.298340
	Iteration 1F: 3 clusters Score -926234.1 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -926500.312500 Penalty: 3112.298340
	Iteration 2F: 3 clusters Score -926500.3 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -926746.437500 Penalty: 3112.298340
	Iteration 3Q: 3 clusters Score -926746.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -927031.812500 Penalty: 3112.298340
	Iteration 4Q: 3 clusters Score -927031.8 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -927432.062500 Penalty: 3112.298340
	Iteration 5Q: 3 clusters Score -927432.1 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -927966.125000 Penalty: 3112.298340
	Iteration 6F: 3 clusters Score -927966.1 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -928683.875000 Penalty: 3112.298340
	Iteration 7F: 3 clusters Score -928683.9 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -929623.562500 Penalty: 3112.298340
	Iteration 8F: 3 clusters Score -929623.6 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -930655.937500 Penalty: 3112.298340
	Iteration 9F: 3 clusters Score -930655.9 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -931456.625000 Penalty: 3112.298340
	Iteration 10F: 3 clusters Score -931456.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -931891.937500 Penalty: 3112.298340
	Iteration 11Q: 3 clusters Score -931891.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -932057.000000 Penalty: 3112.298340
	Iteration 12Q: 3 clusters Score -932057 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -932145.875000 Penalty: 3112.298340
	Iteration 13Q: 3 clusters Score -932145.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -932187.875000 Penalty: 3112.298340
	Iteration 14Q: 3 clusters Score -932187.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -932215.125000 Penalty: 3112.298340
	Iteration 15Q: 3 clusters Score -932215.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -932227.937500 Penalty: 3112.298340
	Iteration 16Q: 3 clusters Score -932227.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -932231.500000 Penalty: 3112.298340
	Iteration 17Q: 3 clusters Score -932231.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -932235.875000 Penalty: 3112.298340
	Iteration 18Q: 3 clusters Score -932235.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -932244.187500 Penalty: 3112.298340
	Iteration 19Q: 3 clusters Score -932244.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -932248.437500 Penalty: 3112.298340
	Iteration 20F: 3 clusters Score -932248.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -932252.687500 Penalty: 3112.298340
	Iteration 21Q: 3 clusters Score -932252.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -932255.312500 Penalty: 3112.298340
	Iteration 22Q: 3 clusters Score -932255.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -932258.937500 Penalty: 3112.298340
	Iteration 23Q: 3 clusters Score -932258.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -932261.562500 Penalty: 3112.298340
	Iteration 24Q: 3 clusters Score -932261.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -932263.375000 Penalty: 3112.298340
	Iteration 25Q: 3 clusters Score -932263.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -932262.000000 Penalty: 3112.298340
	Iteration 26Q: 3 clusters Score -932262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -932262.250000 Penalty: 3112.298340
	Iteration 27Q: 3 clusters Score -932262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -932262.250000 Penalty: 3112.298340
	Iteration 28F: 3 clusters Score -932262.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -43058.179688 Penalty: 1061.976685
	Iteration 0F: 2 clusters Score -43058.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -41805.132812 Penalty: 2123.953369
	Iteration 0F: 3 clusters Score -41805.13 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -41997.136719 Penalty: 2123.953369
	Iteration 1F: 3 clusters Score -41997.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -42043.847656 Penalty: 2123.953369
	Iteration 2F: 3 clusters Score -42043.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -42063.464844 Penalty: 2123.953369
	Iteration 3Q: 3 clusters Score -42063.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -42071.695312 Penalty: 2123.953369
	Iteration 4Q: 3 clusters Score -42071.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -42075.691406 Penalty: 2123.953369
	Iteration 5Q: 3 clusters Score -42075.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -42078.000000 Penalty: 2123.953369
	Iteration 6Q: 3 clusters Score -42078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -42078.621094 Penalty: 2123.953369
	Iteration 7Q: 3 clusters Score -42078.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -42078.621094 Penalty: 2123.953369
	Iteration 8F: 3 clusters Score -42078.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Entering Unmasked Estep 
Score: -895571.250000 Penalty: 1548.806763
	Iteration 0F: 2 clusters Score -895571.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -885927.125000 Penalty: 3097.613525
	Iteration 0F: 3 clusters Score -885927.1 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -889228.187500 Penalty: 3097.613525
	Iteration 1F: 3 clusters Score -889228.2 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -889592.500000 Penalty: 3097.613525
	Iteration 2F: 3 clusters Score -889592.5 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -890001.250000 Penalty: 3097.613525
	Iteration 3F: 3 clusters Score -890001.2 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -890436.000000 Penalty: 3097.613525
	Iteration 4F: 3 clusters Score -890436 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -890968.562500 Penalty: 3097.613525
	Iteration 5F: 3 clusters Score -890968.6 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -891572.875000 Penalty: 3097.613525
	Iteration 6F: 3 clusters Score -891572.9 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -892197.875000 Penalty: 3097.613525
	Iteration 7F: 3 clusters Score -892197.9 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -892639.250000 Penalty: 3097.613525
	Iteration 8F: 3 clusters Score -892639.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -892843.062500 Penalty: 3097.613525
	Iteration 9Q: 3 clusters Score -892843.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -892956.000000 Penalty: 3097.613525
	Iteration 10Q: 3 clusters Score -892956 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -893030.812500 Penalty: 3097.613525
	Iteration 11Q: 3 clusters Score -893030.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -893082.750000 Penalty: 3097.613525
	Iteration 12Q: 3 clusters Score -893082.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -893130.125000 Penalty: 3097.613525
	Iteration 13Q: 3 clusters Score -893130.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -893175.312500 Penalty: 3097.613525
	Iteration 14Q: 3 clusters Score -893175.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -893212.250000 Penalty: 3097.613525
	Iteration 15Q: 3 clusters Score -893212.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -893243.812500 Penalty: 3097.613525
	Iteration 16Q: 3 clusters Score -893243.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -893271.062500 Penalty: 3097.613525
	Iteration 17Q: 3 clusters Score -893271.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -893288.500000 Penalty: 3097.613525
	Iteration 18Q: 3 clusters Score -893288.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -893316.812500 Penalty: 3097.613525
	Iteration 19Q: 3 clusters Score -893316.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -893342.500000 Penalty: 3097.613525
	Iteration 20F: 3 clusters Score -893342.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -893360.937500 Penalty: 3097.613525
	Iteration 21Q: 3 clusters Score -893360.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -893382.062500 Penalty: 3097.613525
	Iteration 22Q: 3 clusters Score -893382.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -893406.875000 Penalty: 3097.613525
	Iteration 23Q: 3 clusters Score -893406.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -893436.250000 Penalty: 3097.613525
	Iteration 24Q: 3 clusters Score -893436.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -893469.625000 Penalty: 3097.613525
	Iteration 25Q: 3 clusters Score -893469.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -893493.125000 Penalty: 3097.613525
	Iteration 26Q: 3 clusters Score -893493.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -893524.375000 Penalty: 3097.613525
	Iteration 27Q: 3 clusters Score -893524.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -893562.937500 Penalty: 3097.613525
	Iteration 28Q: 3 clusters Score -893562.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -893599.625000 Penalty: 3097.613525
	Iteration 29Q: 3 clusters Score -893599.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -893640.062500 Penalty: 3097.613525
	Iteration 30Q: 3 clusters Score -893640.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -893675.625000 Penalty: 3097.613525
	Iteration 31Q: 3 clusters Score -893675.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -893708.062500 Penalty: 3097.613525
	Iteration 32Q: 3 clusters Score -893708.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -893735.750000 Penalty: 3097.613525
	Iteration 33Q: 3 clusters Score -893735.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -893762.687500 Penalty: 3097.613525
	Iteration 34Q: 3 clusters Score -893762.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -893798.250000 Penalty: 3097.613525
	Iteration 35Q: 3 clusters Score -893798.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -893812.312500 Penalty: 3097.613525
	Iteration 36Q: 3 clusters Score -893812.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -893827.500000 Penalty: 3097.613525
	Iteration 37Q: 3 clusters Score -893827.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -893836.687500 Penalty: 3097.613525
	Iteration 38Q: 3 clusters Score -893836.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -893849.125000 Penalty: 3097.613525
	Iteration 39Q: 3 clusters Score -893849.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -893857.500000 Penalty: 3097.613525
	Iteration 40F: 3 clusters Score -893857.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -893867.187500 Penalty: 3097.613525
	Iteration 41Q: 3 clusters Score -893867.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -893872.812500 Penalty: 3097.613525
	Iteration 42Q: 3 clusters Score -893872.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -893886.000000 Penalty: 3097.613525
	Iteration 43Q: 3 clusters Score -893886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -893896.937500 Penalty: 3097.613525
	Iteration 44Q: 3 clusters Score -893896.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -893902.062500 Penalty: 3097.613525
	Iteration 45Q: 3 clusters Score -893902.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -893907.250000 Penalty: 3097.613525
	Iteration 46Q: 3 clusters Score -893907.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -893912.375000 Penalty: 3097.613525
	Iteration 47Q: 3 clusters Score -893912.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -893916.000000 Penalty: 3097.613525
	Iteration 48Q: 3 clusters Score -893916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -893918.250000 Penalty: 3097.613525
	Iteration 49Q: 3 clusters Score -893918.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -893921.937500 Penalty: 3097.613525
	Iteration 50Q: 3 clusters Score -893921.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -893927.750000 Penalty: 3097.613525
	Iteration 51Q: 3 clusters Score -893927.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -893932.875000 Penalty: 3097.613525
	Iteration 52Q: 3 clusters Score -893932.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -893939.187500 Penalty: 3097.613525
	Iteration 53Q: 3 clusters Score -893939.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -893946.875000 Penalty: 3097.613525
	Iteration 54Q: 3 clusters Score -893946.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -893954.062500 Penalty: 3097.613525
	Iteration 55Q: 3 clusters Score -893954.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -893958.812500 Penalty: 3097.613525
	Iteration 56Q: 3 clusters Score -893958.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -893967.875000 Penalty: 3097.613525
	Iteration 57Q: 3 clusters Score -893967.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -893972.812500 Penalty: 3097.613525
	Iteration 58Q: 3 clusters Score -893972.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -893978.375000 Penalty: 3097.613525
	Iteration 59Q: 3 clusters Score -893978.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -893979.812500 Penalty: 3097.613525
	Iteration 60F: 3 clusters Score -893979.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -893984.875000 Penalty: 3097.613525
	Iteration 61Q: 3 clusters Score -893984.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -893987.062500 Penalty: 3097.613525
	Iteration 62Q: 3 clusters Score -893987.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -893990.375000 Penalty: 3097.613525
	Iteration 63Q: 3 clusters Score -893990.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -893992.312500 Penalty: 3097.613525
	Iteration 64Q: 3 clusters Score -893992.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -893995.875000 Penalty: 3097.613525
	Iteration 65Q: 3 clusters Score -893995.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -893996.750000 Penalty: 3097.613525
	Iteration 66Q: 3 clusters Score -893996.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -893998.937500 Penalty: 3097.613525
	Iteration 67Q: 3 clusters Score -893998.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -894002.062500 Penalty: 3097.613525
	Iteration 68Q: 3 clusters Score -894002.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -894005.687500 Penalty: 3097.613525
	Iteration 69Q: 3 clusters Score -894005.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -894014.000000 Penalty: 3097.613525
	Iteration 70Q: 3 clusters Score -894014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -894017.500000 Penalty: 3097.613525
	Iteration 71Q: 3 clusters Score -894017.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -894017.875000 Penalty: 3097.613525
	Iteration 72Q: 3 clusters Score -894017.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -894021.750000 Penalty: 3097.613525
	Iteration 73Q: 3 clusters Score -894021.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -894022.750000 Penalty: 3097.613525
	Iteration 74Q: 3 clusters Score -894022.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -894024.500000 Penalty: 3097.613525
	Iteration 75Q: 3 clusters Score -894024.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -894027.875000 Penalty: 3097.613525
	Iteration 76Q: 3 clusters Score -894027.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -894034.250000 Penalty: 3097.613525
	Iteration 77Q: 3 clusters Score -894034.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -894041.625000 Penalty: 3097.613525
	Iteration 78Q: 3 clusters Score -894041.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -894047.937500 Penalty: 3097.613525
	Iteration 79Q: 3 clusters Score -894047.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -894053.375000 Penalty: 3097.613525
	Iteration 80F: 3 clusters Score -894053.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -894062.000000 Penalty: 3097.613525
	Iteration 81Q: 3 clusters Score -894062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -894067.562500 Penalty: 3097.613525
	Iteration 82Q: 3 clusters Score -894067.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -894072.875000 Penalty: 3097.613525
	Iteration 83Q: 3 clusters Score -894072.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -894080.125000 Penalty: 3097.613525
	Iteration 84Q: 3 clusters Score -894080.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -894085.625000 Penalty: 3097.613525
	Iteration 85Q: 3 clusters Score -894085.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -894095.625000 Penalty: 3097.613525
	Iteration 86Q: 3 clusters Score -894095.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -894097.937500 Penalty: 3097.613525
	Iteration 87Q: 3 clusters Score -894097.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -894104.062500 Penalty: 3097.613525
	Iteration 88Q: 3 clusters Score -894104.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -894111.500000 Penalty: 3097.613525
	Iteration 89Q: 3 clusters Score -894111.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -894115.562500 Penalty: 3097.613525
	Iteration 90Q: 3 clusters Score -894115.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -894119.500000 Penalty: 3097.613525
	Iteration 91Q: 3 clusters Score -894119.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -894125.187500 Penalty: 3097.613525
	Iteration 92Q: 3 clusters Score -894125.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -894126.500000 Penalty: 3097.613525
	Iteration 93Q: 3 clusters Score -894126.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -894130.125000 Penalty: 3097.613525
	Iteration 94Q: 3 clusters Score -894130.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -894137.375000 Penalty: 3097.613525
	Iteration 95Q: 3 clusters Score -894137.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -894142.500000 Penalty: 3097.613525
	Iteration 96Q: 3 clusters Score -894142.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -894150.562500 Penalty: 3097.613525
	Iteration 97Q: 3 clusters Score -894150.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -894158.437500 Penalty: 3097.613525
	Iteration 98Q: 3 clusters Score -894158.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -894159.562500 Penalty: 3097.613525
	Iteration 99Q: 3 clusters Score -894159.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -894164.000000 Penalty: 3097.613525
	Iteration 100F: 3 clusters Score -894164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -894165.750000 Penalty: 3097.613525
	Iteration 101Q: 3 clusters Score -894165.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -894165.375000 Penalty: 3097.613525
	Iteration 102Q: 3 clusters Score -894165.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -894165.062500 Penalty: 3097.613525
	Iteration 103Q: 3 clusters Score -894165.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -894164.187500 Penalty: 3097.613525
	Iteration 104Q: 3 clusters Score -894164.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -894165.000000 Penalty: 3097.613525
	Iteration 105Q: 3 clusters Score -894165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -894166.500000 Penalty: 3097.613525
	Iteration 106Q: 3 clusters Score -894166.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -894164.625000 Penalty: 3097.613525
	Iteration 107Q: 3 clusters Score -894164.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -894166.062500 Penalty: 3097.613525
	Iteration 108Q: 3 clusters Score -894166.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -894167.875000 Penalty: 3097.613525
	Iteration 109Q: 3 clusters Score -894167.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -894166.375000 Penalty: 3097.613525
	Iteration 110Q: 3 clusters Score -894166.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -894166.687500 Penalty: 3097.613525
	Iteration 111Q: 3 clusters Score -894166.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -894165.812500 Penalty: 3097.613525
	Iteration 112Q: 3 clusters Score -894165.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -894167.437500 Penalty: 3097.613525
	Iteration 113Q: 3 clusters Score -894167.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -894169.812500 Penalty: 3097.613525
	Iteration 114Q: 3 clusters Score -894169.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -894169.437500 Penalty: 3097.613525
	Iteration 115Q: 3 clusters Score -894169.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -894174.875000 Penalty: 3097.613525
	Iteration 116Q: 3 clusters Score -894174.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -894174.875000 Penalty: 3097.613525
	Iteration 117Q: 3 clusters Score -894174.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -894175.687500 Penalty: 3097.613525
	Iteration 118Q: 3 clusters Score -894175.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -894178.562500 Penalty: 3097.613525
	Iteration 119Q: 3 clusters Score -894178.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -894177.937500 Penalty: 3097.613525
	Iteration 120F: 3 clusters Score -894177.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -894180.500000 Penalty: 3097.613525
	Iteration 121Q: 3 clusters Score -894180.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -894182.500000 Penalty: 3097.613525
	Iteration 122Q: 3 clusters Score -894182.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -894183.312500 Penalty: 3097.613525
	Iteration 123Q: 3 clusters Score -894183.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -894185.187500 Penalty: 3097.613525
	Iteration 124Q: 3 clusters Score -894185.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -894189.062500 Penalty: 3097.613525
	Iteration 125Q: 3 clusters Score -894189.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -894189.500000 Penalty: 3097.613525
	Iteration 126Q: 3 clusters Score -894189.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -894191.875000 Penalty: 3097.613525
	Iteration 127Q: 3 clusters Score -894191.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -894190.625000 Penalty: 3097.613525
	Iteration 128Q: 3 clusters Score -894190.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -894190.812500 Penalty: 3097.613525
	Iteration 129Q: 3 clusters Score -894190.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -894189.312500 Penalty: 3097.613525
	Iteration 130Q: 3 clusters Score -894189.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -894190.500000 Penalty: 3097.613525
	Iteration 131Q: 3 clusters Score -894190.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -894193.125000 Penalty: 3097.613525
	Iteration 132Q: 3 clusters Score -894193.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -894194.812500 Penalty: 3097.613525
	Iteration 133Q: 3 clusters Score -894194.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -894196.687500 Penalty: 3097.613525
	Iteration 134Q: 3 clusters Score -894196.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -894200.437500 Penalty: 3097.613525
	Iteration 135Q: 3 clusters Score -894200.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -894203.312500 Penalty: 3097.613525
	Iteration 136Q: 3 clusters Score -894203.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -894205.812500 Penalty: 3097.613525
	Iteration 137Q: 3 clusters Score -894205.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -894208.062500 Penalty: 3097.613525
	Iteration 138Q: 3 clusters Score -894208.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -894210.375000 Penalty: 3097.613525
	Iteration 139Q: 3 clusters Score -894210.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -894211.625000 Penalty: 3097.613525
	Iteration 140F: 3 clusters Score -894211.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -894213.500000 Penalty: 3097.613525
	Iteration 141Q: 3 clusters Score -894213.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -894214.687500 Penalty: 3097.613525
	Iteration 142Q: 3 clusters Score -894214.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -894216.187500 Penalty: 3097.613525
	Iteration 143Q: 3 clusters Score -894216.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -894216.812500 Penalty: 3097.613525
	Iteration 144Q: 3 clusters Score -894216.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -894217.750000 Penalty: 3097.613525
	Iteration 145Q: 3 clusters Score -894217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -894218.625000 Penalty: 3097.613525
	Iteration 146Q: 3 clusters Score -894218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -894218.625000 Penalty: 3097.613525
	Iteration 147Q: 3 clusters Score -894218.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -894218.625000 Penalty: 3097.613525
	Iteration 148F: 3 clusters Score -894218.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -57779.234375 Penalty: 1114.516846
	Iteration 0F: 2 clusters Score -57779.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -56371.960938 Penalty: 2229.033691
	Iteration 0F: 3 clusters Score -56371.96 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -56623.621094 Penalty: 2229.033691
	Iteration 1F: 3 clusters Score -56623.62 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -56686.585938 Penalty: 2229.033691
	Iteration 2F: 3 clusters Score -56686.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -56733.550781 Penalty: 2229.033691
	Iteration 3Q: 3 clusters Score -56733.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -56757.039062 Penalty: 2229.033691
	Iteration 4Q: 3 clusters Score -56757.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -56778.484375 Penalty: 2229.033691
	Iteration 5Q: 3 clusters Score -56778.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -56785.902344 Penalty: 2229.033691
	Iteration 6Q: 3 clusters Score -56785.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -56792.230469 Penalty: 2229.033691
	Iteration 7Q: 3 clusters Score -56792.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -56793.949219 Penalty: 2229.033691
	Iteration 8Q: 3 clusters Score -56793.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -56796.195312 Penalty: 2229.033691
	Iteration 9Q: 3 clusters Score -56796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -56798.433594 Penalty: 2229.033691
	Iteration 10Q: 3 clusters Score -56798.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -56798.433594 Penalty: 2229.033691
	Iteration 11F: 3 clusters Score -56798.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Entering Unmasked Estep 
Score: -231710.796875 Penalty: 1351.636963
	Iteration 0F: 2 clusters Score -231710.8 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 2088 members 
Entering Unmasked Estep 
Score: -228428.015625 Penalty: 2703.273926
	Iteration 0F: 3 clusters Score -228428 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -229650.984375 Penalty: 2703.273926
	Iteration 1F: 3 clusters Score -229651 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -230240.593750 Penalty: 2703.273926
	Iteration 2F: 3 clusters Score -230240.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -230763.578125 Penalty: 2703.273926
	Iteration 3F: 3 clusters Score -230763.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -231097.015625 Penalty: 2703.273926
	Iteration 4F: 3 clusters Score -231097 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -231273.546875 Penalty: 2703.273926
	Iteration 5F: 3 clusters Score -231273.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -231352.812500 Penalty: 2703.273926
	Iteration 6Q: 3 clusters Score -231352.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -231387.640625 Penalty: 2703.273926
	Iteration 7Q: 3 clusters Score -231387.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -231406.156250 Penalty: 2703.273926
	Iteration 8Q: 3 clusters Score -231406.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -231416.953125 Penalty: 2703.273926
	Iteration 9Q: 3 clusters Score -231417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -231424.625000 Penalty: 2703.273926
	Iteration 10Q: 3 clusters Score -231424.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -231427.796875 Penalty: 2703.273926
	Iteration 11Q: 3 clusters Score -231427.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -231430.234375 Penalty: 2703.273926
	Iteration 12Q: 3 clusters Score -231430.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -231432.546875 Penalty: 2703.273926
	Iteration 13Q: 3 clusters Score -231432.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -231434.234375 Penalty: 2703.273926
	Iteration 14Q: 3 clusters Score -231434.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -231436.109375 Penalty: 2703.273926
	Iteration 15Q: 3 clusters Score -231436.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -231437.875000 Penalty: 2703.273926
	Iteration 16Q: 3 clusters Score -231437.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -231438.625000 Penalty: 2703.273926
	Iteration 17Q: 3 clusters Score -231438.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -231439.187500 Penalty: 2703.273926
	Iteration 18Q: 3 clusters Score -231439.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -231439.187500 Penalty: 2703.273926
	Iteration 19F: 3 clusters Score -231439.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (356402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356402 members 
Entering Unmasked Estep 
Score: -22128616.000000 Penalty: 2077.369873
	Iteration 0F: 2 clusters Score -2.212862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178269 members 
Mstep: Class 2 contains 178133 members 
Entering Unmasked Estep 
Score: -21888298.000000 Penalty: 4154.739746
	Iteration 0F: 3 clusters Score -2.18883e+07 nChanged 173815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174342 members 
Mstep: Class 2 contains 182060 members 
Entering Unmasked Estep 
Score: -21992780.000000 Penalty: 4154.739746
	Iteration 1F: 3 clusters Score -2.199278e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172285 members 
Mstep: Class 2 contains 184117 members 
Entering Unmasked Estep 
Score: -21994376.000000 Penalty: 4154.739746
	Iteration 2Q: 3 clusters Score -2.199438e+07 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169209 members 
Mstep: Class 2 contains 187193 members 
Entering Unmasked Estep 
Score: -21996762.000000 Penalty: 4154.739746
	Iteration 3Q: 3 clusters Score -2.199676e+07 nChanged 11109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164714 members 
Mstep: Class 2 contains 191688 members 
Entering Unmasked Estep 
Score: -21999778.000000 Penalty: 4154.739746
	Iteration 4Q: 3 clusters Score -2.199978e+07 nChanged 13064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158346 members 
Mstep: Class 2 contains 198056 members 
Entering Unmasked Estep 
Score: -22005008.000000 Penalty: 4154.739746
	Iteration 5Q: 3 clusters Score -2.200501e+07 nChanged 16297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149321 members 
Mstep: Class 2 contains 207081 members 
Entering Unmasked Estep 
Score: -22013138.000000 Penalty: 4154.739746
	Iteration 6Q: 3 clusters Score -2.201314e+07 nChanged 19520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137867 members 
Mstep: Class 2 contains 218535 members 
Entering Unmasked Estep 
Score: -22026450.000000 Penalty: 4154.739746
	Iteration 7F: 3 clusters Score -2.202645e+07 nChanged 21813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125484 members 
Mstep: Class 2 contains 230918 members 
Entering Unmasked Estep 
Score: -22044548.000000 Penalty: 4154.739746
	Iteration 8F: 3 clusters Score -2.204455e+07 nChanged 21494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114972 members 
Mstep: Class 2 contains 241430 members 
Entering Unmasked Estep 
Score: -22061236.000000 Penalty: 4154.739746
	Iteration 9F: 3 clusters Score -2.206124e+07 nChanged 16836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107028 members 
Mstep: Class 2 contains 249374 members 
Entering Unmasked Estep 
Score: -22069956.000000 Penalty: 4154.739746
	Iteration 10Q: 3 clusters Score -2.206996e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99767 members 
Mstep: Class 2 contains 256635 members 
Entering Unmasked Estep 
Score: -22074272.000000 Penalty: 4154.739746
	Iteration 11Q: 3 clusters Score -2.207427e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92373 members 
Mstep: Class 2 contains 264029 members 
Entering Unmasked Estep 
Score: -22076922.000000 Penalty: 4154.739746
	Iteration 12Q: 3 clusters Score -2.207692e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84792 members 
Mstep: Class 2 contains 271610 members 
Entering Unmasked Estep 
Score: -22079820.000000 Penalty: 4154.739746
	Iteration 13Q: 3 clusters Score -2.207982e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 279495 members 
Entering Unmasked Estep 
Score: -22082828.000000 Penalty: 4154.739746
	Iteration 14Q: 3 clusters Score -2.208283e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69010 members 
Mstep: Class 2 contains 287392 members 
Entering Unmasked Estep 
Score: -22086114.000000 Penalty: 4154.739746
	Iteration 15Q: 3 clusters Score -2.208611e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61157 members 
Mstep: Class 2 contains 295245 members 
Entering Unmasked Estep 
Score: -22089734.000000 Penalty: 4154.739746
	Iteration 16Q: 3 clusters Score -2.208973e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 303156 members 
Entering Unmasked Estep 
Score: -22093724.000000 Penalty: 4154.739746
	Iteration 17Q: 3 clusters Score -2.209372e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 310873 members 
Entering Unmasked Estep 
Score: -22098026.000000 Penalty: 4154.739746
	Iteration 18Q: 3 clusters Score -2.209803e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 318286 members 
Entering Unmasked Estep 
Score: -22102222.000000 Penalty: 4154.739746
	Iteration 19Q: 3 clusters Score -2.210222e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 325229 members 
Entering Unmasked Estep 
Score: -22106546.000000 Penalty: 4154.739746
	Iteration 20F: 3 clusters Score -2.210655e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 331449 members 
Entering Unmasked Estep 
Score: -22110610.000000 Penalty: 4154.739746
	Iteration 21Q: 3 clusters Score -2.211061e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 336913 members 
Entering Unmasked Estep 
Score: -22114102.000000 Penalty: 4154.739746
	Iteration 22Q: 3 clusters Score -2.21141e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 341606 members 
Entering Unmasked Estep 
Score: -22117428.000000 Penalty: 4154.739746
	Iteration 23Q: 3 clusters Score -2.211743e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 345566 members 
Entering Unmasked Estep 
Score: -22120190.000000 Penalty: 4154.739746
	Iteration 24Q: 3 clusters Score -2.212019e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 348797 members 
Entering Unmasked Estep 
Score: -22122540.000000 Penalty: 4154.739746
	Iteration 25Q: 3 clusters Score -2.212254e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 351236 members 
Entering Unmasked Estep 
Score: -22124208.000000 Penalty: 4154.739746
	Iteration 26Q: 3 clusters Score -2.212421e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 352851 members 
Entering Unmasked Estep 
Score: -22125178.000000 Penalty: 4154.739746
	Iteration 27Q: 3 clusters Score -2.212518e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 353934 members 
Entering Unmasked Estep 
Score: -22125862.000000 Penalty: 4154.739746
	Iteration 28Q: 3 clusters Score -2.212586e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 354634 members 
Entering Unmasked Estep 
Score: -22126158.000000 Penalty: 4154.739746
	Iteration 29Q: 3 clusters Score -2.212616e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 355057 members 
Entering Unmasked Estep 
Score: -22126418.000000 Penalty: 4154.739746
	Iteration 30Q: 3 clusters Score -2.212642e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 355316 members 
Entering Unmasked Estep 
Score: -22126552.000000 Penalty: 4154.739746
	Iteration 31Q: 3 clusters Score -2.212655e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 355472 members 
Entering Unmasked Estep 
Score: -22126602.000000 Penalty: 4154.739746
	Iteration 32Q: 3 clusters Score -2.21266e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 355572 members 
Entering Unmasked Estep 
Score: -22126710.000000 Penalty: 4154.739746
	Iteration 33Q: 3 clusters Score -2.212671e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 355638 members 
Entering Unmasked Estep 
Score: -22126726.000000 Penalty: 4154.739746
	Iteration 34Q: 3 clusters Score -2.212673e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 355686 members 
Entering Unmasked Estep 
Score: -22126758.000000 Penalty: 4154.739746
	Iteration 35Q: 3 clusters Score -2.212676e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 355737 members 
Entering Unmasked Estep 
Score: -22126808.000000 Penalty: 4154.739746
	Iteration 36Q: 3 clusters Score -2.212681e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 355769 members 
Entering Unmasked Estep 
Score: -22126846.000000 Penalty: 4154.739746
	Iteration 37Q: 3 clusters Score -2.212685e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 355790 members 
Entering Unmasked Estep 
Score: -22126876.000000 Penalty: 4154.739746
	Iteration 38Q: 3 clusters Score -2.212688e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 355812 members 
Entering Unmasked Estep 
Score: -22126900.000000 Penalty: 4154.739746
	Iteration 39Q: 3 clusters Score -2.21269e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 355830 members 
Entering Unmasked Estep 
Score: -22126928.000000 Penalty: 4154.739746
	Iteration 40F: 3 clusters Score -2.212693e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 355847 members 
Entering Unmasked Estep 
Score: -22126912.000000 Penalty: 4154.739746
	Iteration 41Q: 3 clusters Score -2.212691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 355857 members 
Entering Unmasked Estep 
Score: -22126930.000000 Penalty: 4154.739746
	Iteration 42Q: 3 clusters Score -2.212693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 355866 members 
Entering Unmasked Estep 
Score: -22126920.000000 Penalty: 4154.739746
	Iteration 43Q: 3 clusters Score -2.212692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 355872 members 
Entering Unmasked Estep 
Score: -22126924.000000 Penalty: 4154.739746
	Iteration 44Q: 3 clusters Score -2.212692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 355880 members 
Entering Unmasked Estep 
Score: -22126916.000000 Penalty: 4154.739746
	Iteration 45Q: 3 clusters Score -2.212692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 355881 members 
Entering Unmasked Estep 
Score: -22126918.000000 Penalty: 4154.739746
	Iteration 46Q: 3 clusters Score -2.212692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 355879 members 
Entering Unmasked Estep 
Score: -22126934.000000 Penalty: 4154.739746
	Iteration 47Q: 3 clusters Score -2.212693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 355879 members 
Entering Unmasked Estep 
Score: -22126934.000000 Penalty: 4154.739746
	Iteration 48F: 3 clusters Score -2.212693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Entering Unmasked Estep 
Score: -1342636.500000 Penalty: 1618.739380
	Iteration 0F: 2 clusters Score -1342636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1328125.875000 Penalty: 3237.478760
	Iteration 0F: 3 clusters Score -1328126 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1333367.750000 Penalty: 3237.478760
	Iteration 1F: 3 clusters Score -1333368 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1333713.250000 Penalty: 3237.478760
	Iteration 2Q: 3 clusters Score -1333713 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1334037.625000 Penalty: 3237.478760
	Iteration 3Q: 3 clusters Score -1334038 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1334405.375000 Penalty: 3237.478760
	Iteration 4Q: 3 clusters Score -1334405 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1334873.000000 Penalty: 3237.478760
	Iteration 5Q: 3 clusters Score -1334873 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1335452.250000 Penalty: 3237.478760
	Iteration 6F: 3 clusters Score -1335452 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1336289.000000 Penalty: 3237.478760
	Iteration 7F: 3 clusters Score -1336289 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1337379.125000 Penalty: 3237.478760
	Iteration 8F: 3 clusters Score -1337379 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1338575.500000 Penalty: 3237.478760
	Iteration 9F: 3 clusters Score -1338576 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1339724.875000 Penalty: 3237.478760
	Iteration 10F: 3 clusters Score -1339725 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1340461.875000 Penalty: 3237.478760
	Iteration 11Q: 3 clusters Score -1340462 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1340825.750000 Penalty: 3237.478760
	Iteration 12Q: 3 clusters Score -1340826 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1341010.375000 Penalty: 3237.478760
	Iteration 13Q: 3 clusters Score -1341010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1341090.500000 Penalty: 3237.478760
	Iteration 14Q: 3 clusters Score -1341090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1341135.375000 Penalty: 3237.478760
	Iteration 15Q: 3 clusters Score -1341135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1341152.625000 Penalty: 3237.478760
	Iteration 16Q: 3 clusters Score -1341153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1341174.375000 Penalty: 3237.478760
	Iteration 17Q: 3 clusters Score -1341174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1341188.625000 Penalty: 3237.478760
	Iteration 18Q: 3 clusters Score -1341189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1341190.250000 Penalty: 3237.478760
	Iteration 19Q: 3 clusters Score -1341190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1341191.500000 Penalty: 3237.478760
	Iteration 20F: 3 clusters Score -1341192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Entering Unmasked Estep 
Score: -1066908.125000 Penalty: 1579.897339
	Iteration 0F: 2 clusters Score -1066908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1055450.750000 Penalty: 3159.794678
	Iteration 0F: 3 clusters Score -1055451 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1059438.375000 Penalty: 3159.794678
	Iteration 1F: 3 clusters Score -1059438 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1059690.750000 Penalty: 3159.794678
	Iteration 2Q: 3 clusters Score -1059691 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1059944.375000 Penalty: 3159.794678
	Iteration 3Q: 3 clusters Score -1059944 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1060218.250000 Penalty: 3159.794678
	Iteration 4Q: 3 clusters Score -1060218 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1060569.000000 Penalty: 3159.794678
	Iteration 5Q: 3 clusters Score -1060569 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1061133.500000 Penalty: 3159.794678
	Iteration 6F: 3 clusters Score -1061134 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1061947.250000 Penalty: 3159.794678
	Iteration 7F: 3 clusters Score -1061947 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1062990.250000 Penalty: 3159.794678
	Iteration 8F: 3 clusters Score -1062990 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1064021.625000 Penalty: 3159.794678
	Iteration 9F: 3 clusters Score -1064022 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1064768.625000 Penalty: 3159.794678
	Iteration 10Q: 3 clusters Score -1064769 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -1065176.750000 Penalty: 3159.794678
	Iteration 11Q: 3 clusters Score -1065177 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -1065335.500000 Penalty: 3159.794678
	Iteration 12Q: 3 clusters Score -1065336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -1065390.375000 Penalty: 3159.794678
	Iteration 13Q: 3 clusters Score -1065390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1065427.375000 Penalty: 3159.794678
	Iteration 14Q: 3 clusters Score -1065427 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1065460.500000 Penalty: 3159.794678
	Iteration 15Q: 3 clusters Score -1065460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -1065474.250000 Penalty: 3159.794678
	Iteration 16Q: 3 clusters Score -1065474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1065490.750000 Penalty: 3159.794678
	Iteration 17Q: 3 clusters Score -1065491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -1065499.250000 Penalty: 3159.794678
	Iteration 18Q: 3 clusters Score -1065499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1065510.500000 Penalty: 3159.794678
	Iteration 19Q: 3 clusters Score -1065510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1065520.250000 Penalty: 3159.794678
	Iteration 20F: 3 clusters Score -1065520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -1065523.625000 Penalty: 3159.794678
	Iteration 21Q: 3 clusters Score -1065524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -1065530.375000 Penalty: 3159.794678
	Iteration 22Q: 3 clusters Score -1065530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -1065532.875000 Penalty: 3159.794678
	Iteration 23Q: 3 clusters Score -1065533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1065533.375000 Penalty: 3159.794678
	Iteration 24Q: 3 clusters Score -1065533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1065533.375000 Penalty: 3159.794678
	Iteration 25F: 3 clusters Score -1065533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 8079 members 
Mstep: Class 4 contains 18750 members 
Mstep: Class 6 contains 27559 members 
Mstep: Class 7 contains 18937 members 
Mstep: Class 8 contains 128945 members 
Mstep: Class 9 contains 14419 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13782 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 356402 members 
Mstep: Class 15 contains 21194 members 
Mstep: Class 17 contains 16688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798996.000000 Penalty: 32744.896484
Iteration 79Q: 16 clusters Score -4.1799e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 8090 members 
Mstep: Class 4 contains 18737 members 
Mstep: Class 6 contains 27534 members 
Mstep: Class 7 contains 18922 members 
Mstep: Class 8 contains 128919 members 
Mstep: Class 9 contains 14405 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13776 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 4075 members 
Mstep: Class 14 contains 356561 members 
Mstep: Class 15 contains 21186 members 
Mstep: Class 17 contains 16669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799012.000000 Penalty: 32744.896484
Iteration 80F: 16 clusters Score -4.179901e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 8103 members 
Mstep: Class 4 contains 18727 members 
Mstep: Class 6 contains 27525 members 
Mstep: Class 7 contains 18910 members 
Mstep: Class 8 contains 128878 members 
Mstep: Class 9 contains 14389 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13770 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 356711 members 
Mstep: Class 15 contains 21177 members 
Mstep: Class 17 contains 16656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799000.000000 Penalty: 32744.896484
Iteration 81Q: 16 clusters Score -4.1799e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 8111 members 
Mstep: Class 4 contains 18714 members 
Mstep: Class 6 contains 27505 members 
Mstep: Class 7 contains 18900 members 
Mstep: Class 8 contains 128834 members 
Mstep: Class 9 contains 14379 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13764 members 
Mstep: Class 12 contains 951 members 
Mstep: Class 13 contains 4043 members 
Mstep: Class 14 contains 356872 members 
Mstep: Class 15 contains 21164 members 
Mstep: Class 17 contains 16639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798956.000000 Penalty: 32744.896484
Iteration 82Q: 16 clusters Score -4.179896e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 8119 members 
Mstep: Class 4 contains 18696 members 
Mstep: Class 6 contains 27482 members 
Mstep: Class 7 contains 18893 members 
Mstep: Class 8 contains 128807 members 
Mstep: Class 9 contains 14372 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13763 members 
Mstep: Class 12 contains 951 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 357022 members 
Mstep: Class 15 contains 21150 members 
Mstep: Class 17 contains 16619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798956.000000 Penalty: 32744.896484
Iteration 83Q: 16 clusters Score -4.179896e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 8128 members 
Mstep: Class 4 contains 18686 members 
Mstep: Class 6 contains 27456 members 
Mstep: Class 7 contains 18887 members 
Mstep: Class 8 contains 128774 members 
Mstep: Class 9 contains 14367 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13760 members 
Mstep: Class 12 contains 951 members 
Mstep: Class 13 contains 4020 members 
Mstep: Class 14 contains 357149 members 
Mstep: Class 15 contains 21143 members 
Mstep: Class 17 contains 16597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798972.000000 Penalty: 32744.896484
Iteration 84Q: 16 clusters Score -4.179897e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50698 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 8133 members 
Mstep: Class 4 contains 18681 members 
Mstep: Class 6 contains 27437 members 
Mstep: Class 7 contains 18878 members 
Mstep: Class 8 contains 128751 members 
Mstep: Class 9 contains 14361 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13753 members 
Mstep: Class 12 contains 951 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 357268 members 
Mstep: Class 15 contains 21136 members 
Mstep: Class 17 contains 16575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798956.000000 Penalty: 32744.896484
Iteration 85Q: 16 clusters Score -4.179896e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 8140 members 
Mstep: Class 4 contains 18681 members 
Mstep: Class 6 contains 27411 members 
Mstep: Class 7 contains 18869 members 
Mstep: Class 8 contains 128731 members 
Mstep: Class 9 contains 14356 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13743 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 3994 members 
Mstep: Class 14 contains 357389 members 
Mstep: Class 15 contains 21127 members 
Mstep: Class 17 contains 16555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798968.000000 Penalty: 32744.896484
Iteration 86Q: 16 clusters Score -4.179897e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 8146 members 
Mstep: Class 4 contains 18682 members 
Mstep: Class 6 contains 27384 members 
Mstep: Class 7 contains 18868 members 
Mstep: Class 8 contains 128718 members 
Mstep: Class 9 contains 14352 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13735 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 3979 members 
Mstep: Class 14 contains 357496 members 
Mstep: Class 15 contains 21117 members 
Mstep: Class 17 contains 16542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798936.000000 Penalty: 32744.896484
Iteration 87Q: 16 clusters Score -4.179894e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 8151 members 
Mstep: Class 4 contains 18682 members 
Mstep: Class 6 contains 27350 members 
Mstep: Class 7 contains 18868 members 
Mstep: Class 8 contains 128702 members 
Mstep: Class 9 contains 14350 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13732 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 3968 members 
Mstep: Class 14 contains 357600 members 
Mstep: Class 15 contains 21113 members 
Mstep: Class 17 contains 16528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798884.000000 Penalty: 32744.896484
Iteration 88Q: 16 clusters Score -4.179888e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 8158 members 
Mstep: Class 4 contains 18684 members 
Mstep: Class 6 contains 27324 members 
Mstep: Class 7 contains 18862 members 
Mstep: Class 8 contains 128673 members 
Mstep: Class 9 contains 14346 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13727 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 3957 members 
Mstep: Class 14 contains 357719 members 
Mstep: Class 15 contains 21110 members 
Mstep: Class 17 contains 16515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798860.000000 Penalty: 32744.896484
Iteration 89Q: 16 clusters Score -4.179886e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 8168 members 
Mstep: Class 4 contains 18685 members 
Mstep: Class 6 contains 27292 members 
Mstep: Class 7 contains 18857 members 
Mstep: Class 8 contains 128643 members 
Mstep: Class 9 contains 14344 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13725 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 3947 members 
Mstep: Class 14 contains 357825 members 
Mstep: Class 15 contains 21106 members 
Mstep: Class 17 contains 16504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798896.000000 Penalty: 32744.896484
Iteration 90Q: 16 clusters Score -4.17989e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 8176 members 
Mstep: Class 4 contains 18675 members 
Mstep: Class 6 contains 27260 members 
Mstep: Class 7 contains 18850 members 
Mstep: Class 8 contains 128619 members 
Mstep: Class 9 contains 14344 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13720 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 3943 members 
Mstep: Class 14 contains 357946 members 
Mstep: Class 15 contains 21103 members 
Mstep: Class 17 contains 16490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798912.000000 Penalty: 32744.896484
Iteration 91Q: 16 clusters Score -4.179891e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 8180 members 
Mstep: Class 4 contains 18672 members 
Mstep: Class 6 contains 27233 members 
Mstep: Class 7 contains 18843 members 
Mstep: Class 8 contains 128589 members 
Mstep: Class 9 contains 14343 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13713 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 3940 members 
Mstep: Class 14 contains 358064 members 
Mstep: Class 15 contains 21096 members 
Mstep: Class 17 contains 16481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798952.000000 Penalty: 32744.896484
Iteration 92Q: 16 clusters Score -4.179895e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 8188 members 
Mstep: Class 4 contains 18668 members 
Mstep: Class 6 contains 27206 members 
Mstep: Class 7 contains 18837 members 
Mstep: Class 8 contains 128567 members 
Mstep: Class 9 contains 14343 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13711 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 3939 members 
Mstep: Class 14 contains 358158 members 
Mstep: Class 15 contains 21089 members 
Mstep: Class 17 contains 16476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799036.000000 Penalty: 32744.896484
Iteration 93Q: 16 clusters Score -4.179904e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 8195 members 
Mstep: Class 4 contains 18661 members 
Mstep: Class 6 contains 27181 members 
Mstep: Class 7 contains 18827 members 
Mstep: Class 8 contains 128546 members 
Mstep: Class 9 contains 14342 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13708 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 3939 members 
Mstep: Class 14 contains 358247 members 
Mstep: Class 15 contains 21084 members 
Mstep: Class 17 contains 16472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798916.000000 Penalty: 32744.896484
Iteration 94Q: 16 clusters Score -4.179892e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 8199 members 
Mstep: Class 4 contains 18660 members 
Mstep: Class 6 contains 27157 members 
Mstep: Class 7 contains 18822 members 
Mstep: Class 8 contains 128522 members 
Mstep: Class 9 contains 14342 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13704 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 3937 members 
Mstep: Class 14 contains 358330 members 
Mstep: Class 15 contains 21080 members 
Mstep: Class 17 contains 16471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798940.000000 Penalty: 32744.896484
Iteration 95Q: 16 clusters Score -4.179894e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 1369 members 
Mstep: Class 3 contains 8206 members 
Mstep: Class 4 contains 18658 members 
Mstep: Class 6 contains 27125 members 
Mstep: Class 7 contains 18817 members 
Mstep: Class 8 contains 128489 members 
Mstep: Class 9 contains 14343 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13699 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 3934 members 
Mstep: Class 14 contains 358431 members 
Mstep: Class 15 contains 21075 members 
Mstep: Class 17 contains 16473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798940.000000 Penalty: 32744.896484
Iteration 96Q: 16 clusters Score -4.179894e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50402 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 8210 members 
Mstep: Class 4 contains 18656 members 
Mstep: Class 6 contains 27099 members 
Mstep: Class 7 contains 18816 members 
Mstep: Class 8 contains 128461 members 
Mstep: Class 9 contains 14342 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13694 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 3932 members 
Mstep: Class 14 contains 358527 members 
Mstep: Class 15 contains 21073 members 
Mstep: Class 17 contains 16470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798928.000000 Penalty: 32744.896484
Iteration 97Q: 16 clusters Score -4.179893e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 8213 members 
Mstep: Class 4 contains 18652 members 
Mstep: Class 6 contains 27072 members 
Mstep: Class 7 contains 18818 members 
Mstep: Class 8 contains 128436 members 
Mstep: Class 9 contains 14341 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13690 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 3932 members 
Mstep: Class 14 contains 358615 members 
Mstep: Class 15 contains 21069 members 
Mstep: Class 17 contains 16467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798916.000000 Penalty: 32744.896484
Iteration 98Q: 16 clusters Score -4.179892e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50355 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 8215 members 
Mstep: Class 4 contains 18649 members 
Mstep: Class 6 contains 27049 members 
Mstep: Class 7 contains 18817 members 
Mstep: Class 8 contains 128417 members 
Mstep: Class 9 contains 14340 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13689 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 3931 members 
Mstep: Class 14 contains 358692 members 
Mstep: Class 15 contains 21065 members 
Mstep: Class 17 contains 16466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798924.000000 Penalty: 32744.896484
Iteration 99Q: 16 clusters Score -4.179892e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 8216 members 
Mstep: Class 4 contains 18647 members 
Mstep: Class 6 contains 27034 members 
Mstep: Class 7 contains 18813 members 
Mstep: Class 8 contains 128393 members 
Mstep: Class 9 contains 14336 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13688 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 3930 members 
Mstep: Class 14 contains 358777 members 
Mstep: Class 15 contains 21062 members 
Mstep: Class 17 contains 16460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798940.000000 Penalty: 32744.896484
Iteration 100F: 16 clusters Score -4.179894e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 8216 members 
Mstep: Class 4 contains 18644 members 
Mstep: Class 6 contains 27016 members 
Mstep: Class 7 contains 18811 members 
Mstep: Class 8 contains 128381 members 
Mstep: Class 9 contains 14331 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13687 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 3929 members 
Mstep: Class 14 contains 358851 members 
Mstep: Class 15 contains 21058 members 
Mstep: Class 17 contains 16453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798976.000000 Penalty: 32744.896484
Iteration 101Q: 16 clusters Score -4.179898e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 8216 members 
Mstep: Class 4 contains 18638 members 
Mstep: Class 6 contains 27002 members 
Mstep: Class 7 contains 18812 members 
Mstep: Class 8 contains 128363 members 
Mstep: Class 9 contains 14330 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13687 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 3929 members 
Mstep: Class 14 contains 358916 members 
Mstep: Class 15 contains 21054 members 
Mstep: Class 17 contains 16447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798960.000000 Penalty: 32744.896484
Iteration 102Q: 16 clusters Score -4.179896e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 8216 members 
Mstep: Class 4 contains 18639 members 
Mstep: Class 6 contains 26984 members 
Mstep: Class 7 contains 18813 members 
Mstep: Class 8 contains 128351 members 
Mstep: Class 9 contains 14329 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13687 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3928 members 
Mstep: Class 14 contains 358973 members 
Mstep: Class 15 contains 21052 members 
Mstep: Class 17 contains 16442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798964.000000 Penalty: 32744.896484
Iteration 103Q: 16 clusters Score -4.179896e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 8216 members 
Mstep: Class 4 contains 18638 members 
Mstep: Class 6 contains 26965 members 
Mstep: Class 7 contains 18813 members 
Mstep: Class 8 contains 128341 members 
Mstep: Class 9 contains 14328 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13685 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3927 members 
Mstep: Class 14 contains 359031 members 
Mstep: Class 15 contains 21048 members 
Mstep: Class 17 contains 16440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799016.000000 Penalty: 32744.896484
Iteration 104Q: 16 clusters Score -4.179902e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 8216 members 
Mstep: Class 4 contains 18636 members 
Mstep: Class 6 contains 26952 members 
Mstep: Class 7 contains 18813 members 
Mstep: Class 8 contains 128322 members 
Mstep: Class 9 contains 14328 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13683 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3925 members 
Mstep: Class 14 contains 359094 members 
Mstep: Class 15 contains 21047 members 
Mstep: Class 17 contains 16438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799000.000000 Penalty: 32744.896484
Iteration 105Q: 16 clusters Score -4.1799e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 8217 members 
Mstep: Class 4 contains 18641 members 
Mstep: Class 6 contains 26940 members 
Mstep: Class 7 contains 18815 members 
Mstep: Class 8 contains 128312 members 
Mstep: Class 9 contains 14328 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13680 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3920 members 
Mstep: Class 14 contains 359128 members 
Mstep: Class 15 contains 21047 members 
Mstep: Class 17 contains 16435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798952.000000 Penalty: 32744.896484
Iteration 106Q: 16 clusters Score -4.179895e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 8218 members 
Mstep: Class 4 contains 18642 members 
Mstep: Class 6 contains 26921 members 
Mstep: Class 7 contains 18815 members 
Mstep: Class 8 contains 128294 members 
Mstep: Class 9 contains 14328 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13679 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3919 members 
Mstep: Class 14 contains 359177 members 
Mstep: Class 15 contains 21047 members 
Mstep: Class 17 contains 16431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798992.000000 Penalty: 32744.896484
Iteration 107Q: 16 clusters Score -4.179899e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 8219 members 
Mstep: Class 4 contains 18643 members 
Mstep: Class 6 contains 26906 members 
Mstep: Class 7 contains 18813 members 
Mstep: Class 8 contains 128283 members 
Mstep: Class 9 contains 14326 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13677 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359224 members 
Mstep: Class 15 contains 21048 members 
Mstep: Class 17 contains 16426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798992.000000 Penalty: 32744.896484
Iteration 108Q: 16 clusters Score -4.179899e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 8219 members 
Mstep: Class 4 contains 18638 members 
Mstep: Class 6 contains 26899 members 
Mstep: Class 7 contains 18811 members 
Mstep: Class 8 contains 128278 members 
Mstep: Class 9 contains 14324 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359266 members 
Mstep: Class 15 contains 21049 members 
Mstep: Class 17 contains 16418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798972.000000 Penalty: 32744.896484
Iteration 109Q: 16 clusters Score -4.179897e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 8219 members 
Mstep: Class 4 contains 18632 members 
Mstep: Class 6 contains 26895 members 
Mstep: Class 7 contains 18811 members 
Mstep: Class 8 contains 128274 members 
Mstep: Class 9 contains 14321 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359300 members 
Mstep: Class 15 contains 21047 members 
Mstep: Class 17 contains 16414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798964.000000 Penalty: 32744.896484
Iteration 110Q: 16 clusters Score -4.179896e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 8221 members 
Mstep: Class 4 contains 18628 members 
Mstep: Class 6 contains 26888 members 
Mstep: Class 7 contains 18811 members 
Mstep: Class 8 contains 128269 members 
Mstep: Class 9 contains 14317 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359338 members 
Mstep: Class 15 contains 21046 members 
Mstep: Class 17 contains 16406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798972.000000 Penalty: 32744.896484
Iteration 111Q: 16 clusters Score -4.179897e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 1366 members 
Mstep: Class 3 contains 8224 members 
Mstep: Class 4 contains 18627 members 
Mstep: Class 6 contains 26885 members 
Mstep: Class 7 contains 18810 members 
Mstep: Class 8 contains 128263 members 
Mstep: Class 9 contains 14312 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359371 members 
Mstep: Class 15 contains 21046 members 
Mstep: Class 17 contains 16399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798972.000000 Penalty: 32744.896484
Iteration 112Q: 16 clusters Score -4.179897e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 18625 members 
Mstep: Class 6 contains 26881 members 
Mstep: Class 7 contains 18808 members 
Mstep: Class 8 contains 128253 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359402 members 
Mstep: Class 15 contains 21046 members 
Mstep: Class 17 contains 16394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799004.000000 Penalty: 32744.896484
Iteration 113Q: 16 clusters Score -4.1799e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 1371 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 18624 members 
Mstep: Class 6 contains 26876 members 
Mstep: Class 7 contains 18807 members 
Mstep: Class 8 contains 128251 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359425 members 
Mstep: Class 15 contains 21045 members 
Mstep: Class 17 contains 16390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799000.000000 Penalty: 32744.896484
Iteration 114Q: 16 clusters Score -4.1799e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 18623 members 
Mstep: Class 6 contains 26872 members 
Mstep: Class 7 contains 18804 members 
Mstep: Class 8 contains 128249 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359445 members 
Mstep: Class 15 contains 21045 members 
Mstep: Class 17 contains 16389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799052.000000 Penalty: 32744.896484
Iteration 115Q: 16 clusters Score -4.179905e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 6 contains 26869 members 
Mstep: Class 7 contains 18800 members 
Mstep: Class 8 contains 128250 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359462 members 
Mstep: Class 15 contains 21045 members 
Mstep: Class 17 contains 16389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799032.000000 Penalty: 32744.896484
Iteration 116Q: 16 clusters Score -4.179903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 6 contains 26867 members 
Mstep: Class 7 contains 18794 members 
Mstep: Class 8 contains 128250 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359475 members 
Mstep: Class 15 contains 21045 members 
Mstep: Class 17 contains 16389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799064.000000 Penalty: 32744.896484
Iteration 117Q: 16 clusters Score -4.179906e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 6 contains 26865 members 
Mstep: Class 7 contains 18794 members 
Mstep: Class 8 contains 128247 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359482 members 
Mstep: Class 15 contains 21044 members 
Mstep: Class 17 contains 16389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799048.000000 Penalty: 32744.896484
Iteration 118Q: 16 clusters Score -4.179905e+07 nChanged 5
Entering ConstructFrom: 
Score: -41799048.000000 Penalty: 32744.896484
Entering ConstructFrom: 
Trying to split cluster 1 (50107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Entering Unmasked Estep 
Score: -3220703.250000 Penalty: 1758.561279
	Iteration 0F: 2 clusters Score -3220703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3187130.000000 Penalty: 3517.122559
	Iteration 0F: 3 clusters Score -3187130 nChanged 23507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -3200327.750000 Penalty: 3517.122559
	Iteration 1F: 3 clusters Score -3200328 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -3200791.500000 Penalty: 3517.122559
	Iteration 2Q: 3 clusters Score -3200792 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3201368.750000 Penalty: 3517.122559
	Iteration 3Q: 3 clusters Score -3201369 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3202164.000000 Penalty: 3517.122559
	Iteration 4Q: 3 clusters Score -3202164 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -3203320.250000 Penalty: 3517.122559
	Iteration 5F: 3 clusters Score -3203320 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3205134.000000 Penalty: 3517.122559
	Iteration 6F: 3 clusters Score -3205134 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3207575.250000 Penalty: 3517.122559
	Iteration 7F: 3 clusters Score -3207575 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -3210374.500000 Penalty: 3517.122559
	Iteration 8F: 3 clusters Score -3210374 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -3212961.500000 Penalty: 3517.122559
	Iteration 9F: 3 clusters Score -3212962 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3214798.750000 Penalty: 3517.122559
	Iteration 10Q: 3 clusters Score -3214799 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -3215945.250000 Penalty: 3517.122559
	Iteration 11Q: 3 clusters Score -3215945 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -3216624.000000 Penalty: 3517.122559
	Iteration 12Q: 3 clusters Score -3216624 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -3217119.250000 Penalty: 3517.122559
	Iteration 13Q: 3 clusters Score -3217119 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -3217471.500000 Penalty: 3517.122559
	Iteration 14Q: 3 clusters Score -3217472 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3217747.750000 Penalty: 3517.122559
	Iteration 15Q: 3 clusters Score -3217748 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -3217934.250000 Penalty: 3517.122559
	Iteration 16Q: 3 clusters Score -3217934 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3218078.250000 Penalty: 3517.122559
	Iteration 17Q: 3 clusters Score -3218078 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -3218181.250000 Penalty: 3517.122559
	Iteration 18Q: 3 clusters Score -3218181 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3218274.500000 Penalty: 3517.122559
	Iteration 19Q: 3 clusters Score -3218274 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3218365.750000 Penalty: 3517.122559
	Iteration 20F: 3 clusters Score -3218366 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3218450.250000 Penalty: 3517.122559
	Iteration 21Q: 3 clusters Score -3218450 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3218531.750000 Penalty: 3517.122559
	Iteration 22Q: 3 clusters Score -3218532 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -3218570.250000 Penalty: 3517.122559
	Iteration 23Q: 3 clusters Score -3218570 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3218602.500000 Penalty: 3517.122559
	Iteration 24Q: 3 clusters Score -3218602 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3218646.750000 Penalty: 3517.122559
	Iteration 25Q: 3 clusters Score -3218647 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3218673.750000 Penalty: 3517.122559
	Iteration 26Q: 3 clusters Score -3218674 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3218694.750000 Penalty: 3517.122559
	Iteration 27Q: 3 clusters Score -3218695 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3218703.000000 Penalty: 3517.122559
	Iteration 28Q: 3 clusters Score -3218703 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3218724.500000 Penalty: 3517.122559
	Iteration 29Q: 3 clusters Score -3218724 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3218735.500000 Penalty: 3517.122559
	Iteration 30Q: 3 clusters Score -3218736 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3218752.750000 Penalty: 3517.122559
	Iteration 31Q: 3 clusters Score -3218753 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3218759.500000 Penalty: 3517.122559
	Iteration 32Q: 3 clusters Score -3218760 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3218772.250000 Penalty: 3517.122559
	Iteration 33Q: 3 clusters Score -3218772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3218773.000000 Penalty: 3517.122559
	Iteration 34Q: 3 clusters Score -3218773 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3218776.250000 Penalty: 3517.122559
	Iteration 35Q: 3 clusters Score -3218776 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3218802.500000 Penalty: 3517.122559
	Iteration 36Q: 3 clusters Score -3218802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3218813.250000 Penalty: 3517.122559
	Iteration 37Q: 3 clusters Score -3218813 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3218825.000000 Penalty: 3517.122559
	Iteration 38Q: 3 clusters Score -3218825 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3218834.750000 Penalty: 3517.122559
	Iteration 39Q: 3 clusters Score -3218835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3218842.000000 Penalty: 3517.122559
	Iteration 40F: 3 clusters Score -3218842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3218840.750000 Penalty: 3517.122559
	Iteration 41Q: 3 clusters Score -3218841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3218855.000000 Penalty: 3517.122559
	Iteration 42Q: 3 clusters Score -3218855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3218856.250000 Penalty: 3517.122559
	Iteration 43Q: 3 clusters Score -3218856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3218854.000000 Penalty: 3517.122559
	Iteration 44Q: 3 clusters Score -3218854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3218868.250000 Penalty: 3517.122559
	Iteration 45Q: 3 clusters Score -3218868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3218869.750000 Penalty: 3517.122559
	Iteration 46Q: 3 clusters Score -3218870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3218883.500000 Penalty: 3517.122559
	Iteration 47Q: 3 clusters Score -3218884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3218892.750000 Penalty: 3517.122559
	Iteration 48Q: 3 clusters Score -3218893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3218901.500000 Penalty: 3517.122559
	Iteration 49Q: 3 clusters Score -3218902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3218901.000000 Penalty: 3517.122559
	Iteration 50Q: 3 clusters Score -3218901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3218908.000000 Penalty: 3517.122559
	Iteration 51Q: 3 clusters Score -3218908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3218918.500000 Penalty: 3517.122559
	Iteration 52Q: 3 clusters Score -3218918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3218922.250000 Penalty: 3517.122559
	Iteration 53Q: 3 clusters Score -3218922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3218929.750000 Penalty: 3517.122559
	Iteration 54Q: 3 clusters Score -3218930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3218937.250000 Penalty: 3517.122559
	Iteration 55Q: 3 clusters Score -3218937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3218943.250000 Penalty: 3517.122559
	Iteration 56Q: 3 clusters Score -3218943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3218944.000000 Penalty: 3517.122559
	Iteration 57Q: 3 clusters Score -3218944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3218952.250000 Penalty: 3517.122559
	Iteration 58Q: 3 clusters Score -3218952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3218949.250000 Penalty: 3517.122559
	Iteration 59Q: 3 clusters Score -3218949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3218961.250000 Penalty: 3517.122559
	Iteration 60F: 3 clusters Score -3218961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3218969.500000 Penalty: 3517.122559
	Iteration 61Q: 3 clusters Score -3218970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3218971.250000 Penalty: 3517.122559
	Iteration 62Q: 3 clusters Score -3218971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3218981.000000 Penalty: 3517.122559
	Iteration 63Q: 3 clusters Score -3218981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3218976.500000 Penalty: 3517.122559
	Iteration 64Q: 3 clusters Score -3218976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3218987.000000 Penalty: 3517.122559
	Iteration 65Q: 3 clusters Score -3218987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3218991.000000 Penalty: 3517.122559
	Iteration 66Q: 3 clusters Score -3218991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3219001.000000 Penalty: 3517.122559
	Iteration 67Q: 3 clusters Score -3219001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3219004.500000 Penalty: 3517.122559
	Iteration 68Q: 3 clusters Score -3219004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3219007.500000 Penalty: 3517.122559
	Iteration 69Q: 3 clusters Score -3219008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3219012.000000 Penalty: 3517.122559
	Iteration 70Q: 3 clusters Score -3219012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3219019.250000 Penalty: 3517.122559
	Iteration 71Q: 3 clusters Score -3219019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3219021.750000 Penalty: 3517.122559
	Iteration 72Q: 3 clusters Score -3219022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3219024.500000 Penalty: 3517.122559
	Iteration 73Q: 3 clusters Score -3219024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3219026.500000 Penalty: 3517.122559
	Iteration 74Q: 3 clusters Score -3219026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3219023.250000 Penalty: 3517.122559
	Iteration 75Q: 3 clusters Score -3219023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3219019.500000 Penalty: 3517.122559
	Iteration 76Q: 3 clusters Score -3219020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3219027.250000 Penalty: 3517.122559
	Iteration 77Q: 3 clusters Score -3219027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3219031.500000 Penalty: 3517.122559
	Iteration 78Q: 3 clusters Score -3219032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3219034.750000 Penalty: 3517.122559
	Iteration 79Q: 3 clusters Score -3219035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3219039.000000 Penalty: 3517.122559
	Iteration 80F: 3 clusters Score -3219039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3219041.500000 Penalty: 3517.122559
	Iteration 81Q: 3 clusters Score -3219042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3219056.000000 Penalty: 3517.122559
	Iteration 82Q: 3 clusters Score -3219056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3219059.000000 Penalty: 3517.122559
	Iteration 83Q: 3 clusters Score -3219059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3219071.750000 Penalty: 3517.122559
	Iteration 84Q: 3 clusters Score -3219072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3219079.750000 Penalty: 3517.122559
	Iteration 85Q: 3 clusters Score -3219080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3219085.500000 Penalty: 3517.122559
	Iteration 86Q: 3 clusters Score -3219086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3219096.000000 Penalty: 3517.122559
	Iteration 87Q: 3 clusters Score -3219096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3219099.000000 Penalty: 3517.122559
	Iteration 88Q: 3 clusters Score -3219099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3219106.750000 Penalty: 3517.122559
	Iteration 89Q: 3 clusters Score -3219107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3219113.750000 Penalty: 3517.122559
	Iteration 90Q: 3 clusters Score -3219114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3219111.250000 Penalty: 3517.122559
	Iteration 91Q: 3 clusters Score -3219111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3219117.500000 Penalty: 3517.122559
	Iteration 92Q: 3 clusters Score -3219118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3219121.750000 Penalty: 3517.122559
	Iteration 93Q: 3 clusters Score -3219122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3219130.750000 Penalty: 3517.122559
	Iteration 94Q: 3 clusters Score -3219131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3219130.250000 Penalty: 3517.122559
	Iteration 95Q: 3 clusters Score -3219130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3219132.500000 Penalty: 3517.122559
	Iteration 96Q: 3 clusters Score -3219132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3219131.750000 Penalty: 3517.122559
	Iteration 97Q: 3 clusters Score -3219132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3219132.000000 Penalty: 3517.122559
	Iteration 98Q: 3 clusters Score -3219132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3219135.250000 Penalty: 3517.122559
	Iteration 99Q: 3 clusters Score -3219135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3219139.750000 Penalty: 3517.122559
	Iteration 100F: 3 clusters Score -3219140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3219142.500000 Penalty: 3517.122559
	Iteration 101Q: 3 clusters Score -3219142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3219145.000000 Penalty: 3517.122559
	Iteration 102Q: 3 clusters Score -3219145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3219142.250000 Penalty: 3517.122559
	Iteration 103Q: 3 clusters Score -3219142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3219144.250000 Penalty: 3517.122559
	Iteration 104Q: 3 clusters Score -3219144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3219145.250000 Penalty: 3517.122559
	Iteration 105Q: 3 clusters Score -3219145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3219143.750000 Penalty: 3517.122559
	Iteration 106Q: 3 clusters Score -3219144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3219145.500000 Penalty: 3517.122559
	Iteration 107Q: 3 clusters Score -3219146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3219143.750000 Penalty: 3517.122559
	Iteration 108Q: 3 clusters Score -3219144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3219148.000000 Penalty: 3517.122559
	Iteration 109Q: 3 clusters Score -3219148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3219150.750000 Penalty: 3517.122559
	Iteration 110Q: 3 clusters Score -3219151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3219154.750000 Penalty: 3517.122559
	Iteration 111Q: 3 clusters Score -3219155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3219157.500000 Penalty: 3517.122559
	Iteration 112Q: 3 clusters Score -3219158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3219162.250000 Penalty: 3517.122559
	Iteration 113Q: 3 clusters Score -3219162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3219173.250000 Penalty: 3517.122559
	Iteration 114Q: 3 clusters Score -3219173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3219177.500000 Penalty: 3517.122559
	Iteration 115Q: 3 clusters Score -3219178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3219181.750000 Penalty: 3517.122559
	Iteration 116Q: 3 clusters Score -3219182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3219184.500000 Penalty: 3517.122559
	Iteration 117Q: 3 clusters Score -3219184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3219184.000000 Penalty: 3517.122559
	Iteration 118Q: 3 clusters Score -3219184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3219190.000000 Penalty: 3517.122559
	Iteration 119Q: 3 clusters Score -3219190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3219188.750000 Penalty: 3517.122559
	Iteration 120F: 3 clusters Score -3219189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3219191.500000 Penalty: 3517.122559
	Iteration 121Q: 3 clusters Score -3219192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3219187.750000 Penalty: 3517.122559
	Iteration 122Q: 3 clusters Score -3219188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3219192.250000 Penalty: 3517.122559
	Iteration 123Q: 3 clusters Score -3219192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3219193.750000 Penalty: 3517.122559
	Iteration 124Q: 3 clusters Score -3219194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3219193.750000 Penalty: 3517.122559
	Iteration 125F: 3 clusters Score -3219194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -86567.093750 Penalty: 1173.785522
	Iteration 0F: 2 clusters Score -86567.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -84874.718750 Penalty: 2347.571045
	Iteration 0F: 3 clusters Score -84874.72 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -85170.859375 Penalty: 2347.571045
	Iteration 1F: 3 clusters Score -85170.86 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -85250.171875 Penalty: 2347.571045
	Iteration 2F: 3 clusters Score -85250.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -85294.914062 Penalty: 2347.571045
	Iteration 3Q: 3 clusters Score -85294.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -85334.656250 Penalty: 2347.571045
	Iteration 4Q: 3 clusters Score -85334.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -85362.882812 Penalty: 2347.571045
	Iteration 5Q: 3 clusters Score -85362.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -85380.898438 Penalty: 2347.571045
	Iteration 6Q: 3 clusters Score -85380.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -85390.656250 Penalty: 2347.571045
	Iteration 7Q: 3 clusters Score -85390.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -85401.320312 Penalty: 2347.571045
	Iteration 8Q: 3 clusters Score -85401.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -85412.445312 Penalty: 2347.571045
	Iteration 9Q: 3 clusters Score -85412.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -85422.000000 Penalty: 2347.571045
	Iteration 10Q: 3 clusters Score -85422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -85430.054688 Penalty: 2347.571045
	Iteration 11Q: 3 clusters Score -85430.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -85432.406250 Penalty: 2347.571045
	Iteration 12Q: 3 clusters Score -85432.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -85434.710938 Penalty: 2347.571045
	Iteration 13Q: 3 clusters Score -85434.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -85436.312500 Penalty: 2347.571045
	Iteration 14Q: 3 clusters Score -85436.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -85436.859375 Penalty: 2347.571045
	Iteration 15Q: 3 clusters Score -85436.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -85438.140625 Penalty: 2347.571045
	Iteration 16Q: 3 clusters Score -85438.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -85438.562500 Penalty: 2347.571045
	Iteration 17Q: 3 clusters Score -85438.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -85439.140625 Penalty: 2347.571045
	Iteration 18Q: 3 clusters Score -85439.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -85439.757812 Penalty: 2347.571045
	Iteration 19Q: 3 clusters Score -85439.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -85440.343750 Penalty: 2347.571045
	Iteration 20F: 3 clusters Score -85440.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -85441.179688 Penalty: 2347.571045
	Iteration 21Q: 3 clusters Score -85441.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -85442.414062 Penalty: 2347.571045
	Iteration 22Q: 3 clusters Score -85442.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -85442.617188 Penalty: 2347.571045
	Iteration 23Q: 3 clusters Score -85442.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -85443.382812 Penalty: 2347.571045
	Iteration 24Q: 3 clusters Score -85443.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -85443.750000 Penalty: 2347.571045
	Iteration 25Q: 3 clusters Score -85443.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -85443.750000 Penalty: 2347.571045
	Iteration 26F: 3 clusters Score -85443.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Entering Unmasked Estep 
Score: -519816.718750 Penalty: 1464.946411
	Iteration 0F: 2 clusters Score -519816.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -513827.062500 Penalty: 2929.892822
	Iteration 0F: 3 clusters Score -513827.1 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -515655.718750 Penalty: 2929.892822
	Iteration 1F: 3 clusters Score -515655.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -515928.750000 Penalty: 2929.892822
	Iteration 2F: 3 clusters Score -515928.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -516179.156250 Penalty: 2929.892822
	Iteration 3F: 3 clusters Score -516179.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -516459.625000 Penalty: 2929.892822
	Iteration 4F: 3 clusters Score -516459.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -516818.375000 Penalty: 2929.892822
	Iteration 5F: 3 clusters Score -516818.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -517312.281250 Penalty: 2929.892822
	Iteration 6F: 3 clusters Score -517312.3 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -517878.062500 Penalty: 2929.892822
	Iteration 7F: 3 clusters Score -517878.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -518374.375000 Penalty: 2929.892822
	Iteration 8F: 3 clusters Score -518374.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -518731.312500 Penalty: 2929.892822
	Iteration 9F: 3 clusters Score -518731.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -518927.156250 Penalty: 2929.892822
	Iteration 10Q: 3 clusters Score -518927.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -519048.281250 Penalty: 2929.892822
	Iteration 11Q: 3 clusters Score -519048.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -519117.312500 Penalty: 2929.892822
	Iteration 12Q: 3 clusters Score -519117.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -519160.125000 Penalty: 2929.892822
	Iteration 13Q: 3 clusters Score -519160.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -519196.593750 Penalty: 2929.892822
	Iteration 14Q: 3 clusters Score -519196.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -519239.531250 Penalty: 2929.892822
	Iteration 15Q: 3 clusters Score -519239.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -519265.000000 Penalty: 2929.892822
	Iteration 16Q: 3 clusters Score -519265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -519291.156250 Penalty: 2929.892822
	Iteration 17Q: 3 clusters Score -519291.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -519310.562500 Penalty: 2929.892822
	Iteration 18Q: 3 clusters Score -519310.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -519327.562500 Penalty: 2929.892822
	Iteration 19Q: 3 clusters Score -519327.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -519344.906250 Penalty: 2929.892822
	Iteration 20F: 3 clusters Score -519344.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -519364.750000 Penalty: 2929.892822
	Iteration 21Q: 3 clusters Score -519364.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -519387.875000 Penalty: 2929.892822
	Iteration 22Q: 3 clusters Score -519387.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -519412.062500 Penalty: 2929.892822
	Iteration 23Q: 3 clusters Score -519412.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -519437.781250 Penalty: 2929.892822
	Iteration 24Q: 3 clusters Score -519437.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -519462.406250 Penalty: 2929.892822
	Iteration 25Q: 3 clusters Score -519462.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -519493.906250 Penalty: 2929.892822
	Iteration 26Q: 3 clusters Score -519493.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -519519.218750 Penalty: 2929.892822
	Iteration 27Q: 3 clusters Score -519519.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -519541.968750 Penalty: 2929.892822
	Iteration 28Q: 3 clusters Score -519542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -519556.000000 Penalty: 2929.892822
	Iteration 29Q: 3 clusters Score -519556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -519561.750000 Penalty: 2929.892822
	Iteration 30Q: 3 clusters Score -519561.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -519567.187500 Penalty: 2929.892822
	Iteration 31Q: 3 clusters Score -519567.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -519574.562500 Penalty: 2929.892822
	Iteration 32Q: 3 clusters Score -519574.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -519579.687500 Penalty: 2929.892822
	Iteration 33Q: 3 clusters Score -519579.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -519587.687500 Penalty: 2929.892822
	Iteration 34Q: 3 clusters Score -519587.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -519592.406250 Penalty: 2929.892822
	Iteration 35Q: 3 clusters Score -519592.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -519594.843750 Penalty: 2929.892822
	Iteration 36Q: 3 clusters Score -519594.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -519596.000000 Penalty: 2929.892822
	Iteration 37Q: 3 clusters Score -519596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -519599.093750 Penalty: 2929.892822
	Iteration 38Q: 3 clusters Score -519599.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -519601.375000 Penalty: 2929.892822
	Iteration 39Q: 3 clusters Score -519601.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -519603.187500 Penalty: 2929.892822
	Iteration 40F: 3 clusters Score -519603.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -519604.093750 Penalty: 2929.892822
	Iteration 41Q: 3 clusters Score -519604.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -519604.593750 Penalty: 2929.892822
	Iteration 42Q: 3 clusters Score -519604.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -519604.062500 Penalty: 2929.892822
	Iteration 43Q: 3 clusters Score -519604.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -519604.156250 Penalty: 2929.892822
	Iteration 44Q: 3 clusters Score -519604.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -519605.843750 Penalty: 2929.892822
	Iteration 45Q: 3 clusters Score -519605.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -519607.468750 Penalty: 2929.892822
	Iteration 46Q: 3 clusters Score -519607.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -519608.500000 Penalty: 2929.892822
	Iteration 47Q: 3 clusters Score -519608.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -519609.812500 Penalty: 2929.892822
	Iteration 48Q: 3 clusters Score -519609.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -519610.500000 Penalty: 2929.892822
	Iteration 49Q: 3 clusters Score -519610.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -519613.156250 Penalty: 2929.892822
	Iteration 50Q: 3 clusters Score -519613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -519614.250000 Penalty: 2929.892822
	Iteration 51Q: 3 clusters Score -519614.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -519616.937500 Penalty: 2929.892822
	Iteration 52Q: 3 clusters Score -519616.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -519616.625000 Penalty: 2929.892822
	Iteration 53Q: 3 clusters Score -519616.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -519618.031250 Penalty: 2929.892822
	Iteration 54Q: 3 clusters Score -519618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -519618.468750 Penalty: 2929.892822
	Iteration 55Q: 3 clusters Score -519618.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -519618.500000 Penalty: 2929.892822
	Iteration 56Q: 3 clusters Score -519618.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -519618.125000 Penalty: 2929.892822
	Iteration 57Q: 3 clusters Score -519618.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -519618.781250 Penalty: 2929.892822
	Iteration 58Q: 3 clusters Score -519618.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -519618.781250 Penalty: 2929.892822
	Iteration 59F: 3 clusters Score -519618.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Entering Unmasked Estep 
Score: -1126287.750000 Penalty: 1597.716064
	Iteration 0F: 2 clusters Score -1126288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1113519.625000 Penalty: 3195.432129
	Iteration 0F: 3 clusters Score -1113520 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1118052.375000 Penalty: 3195.432129
	Iteration 1F: 3 clusters Score -1118052 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1118294.375000 Penalty: 3195.432129
	Iteration 2Q: 3 clusters Score -1118294 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1118487.875000 Penalty: 3195.432129
	Iteration 3Q: 3 clusters Score -1118488 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1118700.000000 Penalty: 3195.432129
	Iteration 4Q: 3 clusters Score -1118700 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1118952.625000 Penalty: 3195.432129
	Iteration 5Q: 3 clusters Score -1118953 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1119290.250000 Penalty: 3195.432129
	Iteration 6Q: 3 clusters Score -1119290 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1119788.375000 Penalty: 3195.432129
	Iteration 7Q: 3 clusters Score -1119788 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1120543.875000 Penalty: 3195.432129
	Iteration 8F: 3 clusters Score -1120544 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1121573.500000 Penalty: 3195.432129
	Iteration 9F: 3 clusters Score -1121574 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1122722.125000 Penalty: 3195.432129
	Iteration 10F: 3 clusters Score -1122722 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1123711.875000 Penalty: 3195.432129
	Iteration 11F: 3 clusters Score -1123712 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1124311.625000 Penalty: 3195.432129
	Iteration 12Q: 3 clusters Score -1124312 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1124601.250000 Penalty: 3195.432129
	Iteration 13Q: 3 clusters Score -1124601 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1124711.500000 Penalty: 3195.432129
	Iteration 14Q: 3 clusters Score -1124712 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1124769.500000 Penalty: 3195.432129
	Iteration 15Q: 3 clusters Score -1124770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1124819.750000 Penalty: 3195.432129
	Iteration 16Q: 3 clusters Score -1124820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1124843.750000 Penalty: 3195.432129
	Iteration 17Q: 3 clusters Score -1124844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1124864.750000 Penalty: 3195.432129
	Iteration 18Q: 3 clusters Score -1124865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1124880.125000 Penalty: 3195.432129
	Iteration 19Q: 3 clusters Score -1124880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1124900.375000 Penalty: 3195.432129
	Iteration 20F: 3 clusters Score -1124900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1124909.375000 Penalty: 3195.432129
	Iteration 21Q: 3 clusters Score -1124909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1124912.375000 Penalty: 3195.432129
	Iteration 22Q: 3 clusters Score -1124912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1124912.625000 Penalty: 3195.432129
	Iteration 23Q: 3 clusters Score -1124913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1124912.625000 Penalty: 3195.432129
	Iteration 24F: 3 clusters Score -1124913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Entering Unmasked Estep 
Score: -1716533.625000 Penalty: 1657.244995
	Iteration 0F: 2 clusters Score -1716534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1698452.500000 Penalty: 3314.489990
	Iteration 0F: 3 clusters Score -1698452 nChanged 12292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1705459.875000 Penalty: 3314.489990
	Iteration 1F: 3 clusters Score -1705460 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1706208.625000 Penalty: 3314.489990
	Iteration 2F: 3 clusters Score -1706209 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1707106.750000 Penalty: 3314.489990
	Iteration 3F: 3 clusters Score -1707107 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1708169.000000 Penalty: 3314.489990
	Iteration 4F: 3 clusters Score -1708169 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1709379.250000 Penalty: 3314.489990
	Iteration 5F: 3 clusters Score -1709379 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1710461.000000 Penalty: 3314.489990
	Iteration 6F: 3 clusters Score -1710461 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1711297.625000 Penalty: 3314.489990
	Iteration 7F: 3 clusters Score -1711298 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1711769.125000 Penalty: 3314.489990
	Iteration 8Q: 3 clusters Score -1711769 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1711995.750000 Penalty: 3314.489990
	Iteration 9Q: 3 clusters Score -1711996 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1712101.500000 Penalty: 3314.489990
	Iteration 10Q: 3 clusters Score -1712102 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1712168.500000 Penalty: 3314.489990
	Iteration 11Q: 3 clusters Score -1712168 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1712225.625000 Penalty: 3314.489990
	Iteration 12Q: 3 clusters Score -1712226 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1712286.250000 Penalty: 3314.489990
	Iteration 13Q: 3 clusters Score -1712286 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1712337.250000 Penalty: 3314.489990
	Iteration 14Q: 3 clusters Score -1712337 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1712383.125000 Penalty: 3314.489990
	Iteration 15Q: 3 clusters Score -1712383 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1712434.875000 Penalty: 3314.489990
	Iteration 16Q: 3 clusters Score -1712435 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1712488.500000 Penalty: 3314.489990
	Iteration 17Q: 3 clusters Score -1712488 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1712565.875000 Penalty: 3314.489990
	Iteration 18Q: 3 clusters Score -1712566 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1712646.875000 Penalty: 3314.489990
	Iteration 19Q: 3 clusters Score -1712647 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1712730.500000 Penalty: 3314.489990
	Iteration 20F: 3 clusters Score -1712730 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1712826.125000 Penalty: 3314.489990
	Iteration 21Q: 3 clusters Score -1712826 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1712937.250000 Penalty: 3314.489990
	Iteration 22Q: 3 clusters Score -1712937 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1713061.000000 Penalty: 3314.489990
	Iteration 23Q: 3 clusters Score -1713061 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1713173.375000 Penalty: 3314.489990
	Iteration 24Q: 3 clusters Score -1713173 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1713301.875000 Penalty: 3314.489990
	Iteration 25Q: 3 clusters Score -1713302 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1713419.500000 Penalty: 3314.489990
	Iteration 26Q: 3 clusters Score -1713420 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1713563.625000 Penalty: 3314.489990
	Iteration 27Q: 3 clusters Score -1713564 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1713701.125000 Penalty: 3314.489990
	Iteration 28Q: 3 clusters Score -1713701 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1713818.500000 Penalty: 3314.489990
	Iteration 29Q: 3 clusters Score -1713818 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1713944.250000 Penalty: 3314.489990
	Iteration 30Q: 3 clusters Score -1713944 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1714083.500000 Penalty: 3314.489990
	Iteration 31Q: 3 clusters Score -1714084 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1714222.250000 Penalty: 3314.489990
	Iteration 32Q: 3 clusters Score -1714222 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1714353.625000 Penalty: 3314.489990
	Iteration 33Q: 3 clusters Score -1714354 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1714454.250000 Penalty: 3314.489990
	Iteration 34Q: 3 clusters Score -1714454 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1714571.625000 Penalty: 3314.489990
	Iteration 35Q: 3 clusters Score -1714572 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1714666.375000 Penalty: 3314.489990
	Iteration 36Q: 3 clusters Score -1714666 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1714754.875000 Penalty: 3314.489990
	Iteration 37Q: 3 clusters Score -1714755 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1714834.500000 Penalty: 3314.489990
	Iteration 38Q: 3 clusters Score -1714834 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1714896.750000 Penalty: 3314.489990
	Iteration 39Q: 3 clusters Score -1714897 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1714942.375000 Penalty: 3314.489990
	Iteration 40F: 3 clusters Score -1714942 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1714973.125000 Penalty: 3314.489990
	Iteration 41Q: 3 clusters Score -1714973 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1715006.750000 Penalty: 3314.489990
	Iteration 42Q: 3 clusters Score -1715007 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1715032.500000 Penalty: 3314.489990
	Iteration 43Q: 3 clusters Score -1715032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1715055.375000 Penalty: 3314.489990
	Iteration 44Q: 3 clusters Score -1715055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1715069.125000 Penalty: 3314.489990
	Iteration 45Q: 3 clusters Score -1715069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1715074.875000 Penalty: 3314.489990
	Iteration 46Q: 3 clusters Score -1715075 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1715086.625000 Penalty: 3314.489990
	Iteration 47Q: 3 clusters Score -1715087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1715104.375000 Penalty: 3314.489990
	Iteration 48Q: 3 clusters Score -1715104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1715113.875000 Penalty: 3314.489990
	Iteration 49Q: 3 clusters Score -1715114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1715125.625000 Penalty: 3314.489990
	Iteration 50Q: 3 clusters Score -1715126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1715137.375000 Penalty: 3314.489990
	Iteration 51Q: 3 clusters Score -1715137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1715146.875000 Penalty: 3314.489990
	Iteration 52Q: 3 clusters Score -1715147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1715149.500000 Penalty: 3314.489990
	Iteration 53Q: 3 clusters Score -1715150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1715153.750000 Penalty: 3314.489990
	Iteration 54Q: 3 clusters Score -1715154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1715153.125000 Penalty: 3314.489990
	Iteration 55Q: 3 clusters Score -1715153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1715154.000000 Penalty: 3314.489990
	Iteration 56Q: 3 clusters Score -1715154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1715154.375000 Penalty: 3314.489990
	Iteration 57Q: 3 clusters Score -1715154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1715154.750000 Penalty: 3314.489990
	Iteration 58Q: 3 clusters Score -1715155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1715155.500000 Penalty: 3314.489990
	Iteration 59Q: 3 clusters Score -1715156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1715155.000000 Penalty: 3314.489990
	Iteration 60F: 3 clusters Score -1715155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1715155.375000 Penalty: 3314.489990
	Iteration 61Q: 3 clusters Score -1715155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1715155.375000 Penalty: 3314.489990
	Iteration 62F: 3 clusters Score -1715155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Entering Unmasked Estep 
Score: -1208229.250000 Penalty: 1599.210205
	Iteration 0F: 2 clusters Score -1208229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1195353.625000 Penalty: 3198.420410
	Iteration 0F: 3 clusters Score -1195354 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1199859.375000 Penalty: 3198.420410
	Iteration 1F: 3 clusters Score -1199859 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1200094.000000 Penalty: 3198.420410
	Iteration 2Q: 3 clusters Score -1200094 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1200293.125000 Penalty: 3198.420410
	Iteration 3Q: 3 clusters Score -1200293 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1200463.500000 Penalty: 3198.420410
	Iteration 4Q: 3 clusters Score -1200464 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1200622.125000 Penalty: 3198.420410
	Iteration 5Q: 3 clusters Score -1200622 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1200776.250000 Penalty: 3198.420410
	Iteration 6Q: 3 clusters Score -1200776 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1200935.250000 Penalty: 3198.420410
	Iteration 7Q: 3 clusters Score -1200935 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1201159.125000 Penalty: 3198.420410
	Iteration 8Q: 3 clusters Score -1201159 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1201501.750000 Penalty: 3198.420410
	Iteration 9Q: 3 clusters Score -1201502 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1202016.000000 Penalty: 3198.420410
	Iteration 10Q: 3 clusters Score -1202016 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1202785.500000 Penalty: 3198.420410
	Iteration 11F: 3 clusters Score -1202786 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1203811.625000 Penalty: 3198.420410
	Iteration 12F: 3 clusters Score -1203812 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -1204987.875000 Penalty: 3198.420410
	Iteration 13F: 3 clusters Score -1204988 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -1205831.000000 Penalty: 3198.420410
	Iteration 14Q: 3 clusters Score -1205831 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -1206322.750000 Penalty: 3198.420410
	Iteration 15Q: 3 clusters Score -1206323 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -1206602.875000 Penalty: 3198.420410
	Iteration 16Q: 3 clusters Score -1206603 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -1206717.000000 Penalty: 3198.420410
	Iteration 17Q: 3 clusters Score -1206717 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -1206775.625000 Penalty: 3198.420410
	Iteration 18Q: 3 clusters Score -1206776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -1206806.750000 Penalty: 3198.420410
	Iteration 19Q: 3 clusters Score -1206807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -1206830.625000 Penalty: 3198.420410
	Iteration 20F: 3 clusters Score -1206831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1206842.750000 Penalty: 3198.420410
	Iteration 21Q: 3 clusters Score -1206843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -1206856.500000 Penalty: 3198.420410
	Iteration 22Q: 3 clusters Score -1206856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -1206865.875000 Penalty: 3198.420410
	Iteration 23Q: 3 clusters Score -1206866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -1206874.750000 Penalty: 3198.420410
	Iteration 24Q: 3 clusters Score -1206875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -1206879.125000 Penalty: 3198.420410
	Iteration 25Q: 3 clusters Score -1206879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -1206879.125000 Penalty: 3198.420410
	Iteration 26F: 3 clusters Score -1206879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (128247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128247 members 
Entering Unmasked Estep 
Score: -8214735.500000 Penalty: 1911.278320
	Iteration 0F: 2 clusters Score -8214736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64022 members 
Mstep: Class 2 contains 64225 members 
Entering Unmasked Estep 
Score: -8128840.500000 Penalty: 3822.556641
	Iteration 0F: 3 clusters Score -8128840 nChanged 61605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -8165152.000000 Penalty: 3822.556641
	Iteration 1F: 3 clusters Score -8165152 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58292 members 
Mstep: Class 2 contains 69955 members 
Entering Unmasked Estep 
Score: -8166246.000000 Penalty: 3822.556641
	Iteration 2Q: 3 clusters Score -8166246 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 73751 members 
Entering Unmasked Estep 
Score: -8168041.500000 Penalty: 3822.556641
	Iteration 3Q: 3 clusters Score -8168042 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 79435 members 
Entering Unmasked Estep 
Score: -8170980.500000 Penalty: 3822.556641
	Iteration 4F: 3 clusters Score -8170980 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 87388 members 
Entering Unmasked Estep 
Score: -8175822.500000 Penalty: 3822.556641
	Iteration 5F: 3 clusters Score -8175822 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 97383 members 
Entering Unmasked Estep 
Score: -8183421.000000 Penalty: 3822.556641
	Iteration 6F: 3 clusters Score -8183421 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 108456 members 
Entering Unmasked Estep 
Score: -8193499.000000 Penalty: 3822.556641
	Iteration 7F: 3 clusters Score -8193499 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 118146 members 
Entering Unmasked Estep 
Score: -8203280.500000 Penalty: 3822.556641
	Iteration 8F: 3 clusters Score -8203280 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 124224 members 
Entering Unmasked Estep 
Score: -8209453.000000 Penalty: 3822.556641
	Iteration 9Q: 3 clusters Score -8209453 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 126800 members 
Entering Unmasked Estep 
Score: -8211895.000000 Penalty: 3822.556641
	Iteration 10Q: 3 clusters Score -8211895 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 127666 members 
Entering Unmasked Estep 
Score: -8212639.000000 Penalty: 3822.556641
	Iteration 11Q: 3 clusters Score -8212639 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 127929 members 
Entering Unmasked Estep 
Score: -8212901.000000 Penalty: 3822.556641
	Iteration 12Q: 3 clusters Score -8212901 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 128012 members 
Entering Unmasked Estep 
Score: -8213003.000000 Penalty: 3822.556641
	Iteration 13Q: 3 clusters Score -8213003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 128036 members 
Entering Unmasked Estep 
Score: -8213034.500000 Penalty: 3822.556641
	Iteration 14Q: 3 clusters Score -8213034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 128050 members 
Entering Unmasked Estep 
Score: -8213066.500000 Penalty: 3822.556641
	Iteration 15Q: 3 clusters Score -8213066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 128061 members 
Entering Unmasked Estep 
Score: -8213088.000000 Penalty: 3822.556641
	Iteration 16Q: 3 clusters Score -8213088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 128071 members 
Entering Unmasked Estep 
Score: -8213115.000000 Penalty: 3822.556641
	Iteration 17Q: 3 clusters Score -8213115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 128079 members 
Entering Unmasked Estep 
Score: -8213122.000000 Penalty: 3822.556641
	Iteration 18Q: 3 clusters Score -8213122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 128081 members 
Entering Unmasked Estep 
Score: -8213123.000000 Penalty: 3822.556641
	Iteration 19Q: 3 clusters Score -8213123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 128084 members 
Entering Unmasked Estep 
Score: -8213123.000000 Penalty: 3822.556641
	Iteration 20F: 3 clusters Score -8213123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 128085 members 
Entering Unmasked Estep 
Score: -8213137.500000 Penalty: 3822.556641
	Iteration 21Q: 3 clusters Score -8213138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 128087 members 
Entering Unmasked Estep 
Score: -8213144.500000 Penalty: 3822.556641
	Iteration 22Q: 3 clusters Score -8213144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 128090 members 
Entering Unmasked Estep 
Score: -8213152.500000 Penalty: 3822.556641
	Iteration 23Q: 3 clusters Score -8213152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 128091 members 
Entering Unmasked Estep 
Score: -8213152.500000 Penalty: 3822.556641
	Iteration 24Q: 3 clusters Score -8213152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 128090 members 
Entering Unmasked Estep 
Score: -8213154.500000 Penalty: 3822.556641
	Iteration 25Q: 3 clusters Score -8213154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 128089 members 
Entering Unmasked Estep 
Score: -8213155.000000 Penalty: 3822.556641
	Iteration 26Q: 3 clusters Score -8213155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 128089 members 
Entering Unmasked Estep 
Score: -8213155.000000 Penalty: 3822.556641
	Iteration 27F: 3 clusters Score -8213155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Entering Unmasked Estep 
Score: -926149.500000 Penalty: 1554.927368
	Iteration 0F: 2 clusters Score -926149.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -916146.000000 Penalty: 3109.854736
	Iteration 0F: 3 clusters Score -916146 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -919486.687500 Penalty: 3109.854736
	Iteration 1F: 3 clusters Score -919486.7 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -919752.937500 Penalty: 3109.854736
	Iteration 2F: 3 clusters Score -919752.9 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -920014.312500 Penalty: 3109.854736
	Iteration 3Q: 3 clusters Score -920014.3 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -920303.875000 Penalty: 3109.854736
	Iteration 4Q: 3 clusters Score -920303.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -920683.437500 Penalty: 3109.854736
	Iteration 5Q: 3 clusters Score -920683.4 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -921203.437500 Penalty: 3109.854736
	Iteration 6F: 3 clusters Score -921203.4 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -921803.687500 Penalty: 3109.854736
	Iteration 7F: 3 clusters Score -921803.7 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -922457.687500 Penalty: 3109.854736
	Iteration 8F: 3 clusters Score -922457.7 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -923077.750000 Penalty: 3109.854736
	Iteration 9Q: 3 clusters Score -923077.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -923552.500000 Penalty: 3109.854736
	Iteration 10Q: 3 clusters Score -923552.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -923932.125000 Penalty: 3109.854736
	Iteration 11Q: 3 clusters Score -923932.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -924233.625000 Penalty: 3109.854736
	Iteration 12Q: 3 clusters Score -924233.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -924447.187500 Penalty: 3109.854736
	Iteration 13Q: 3 clusters Score -924447.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -924561.750000 Penalty: 3109.854736
	Iteration 14Q: 3 clusters Score -924561.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -924642.562500 Penalty: 3109.854736
	Iteration 15Q: 3 clusters Score -924642.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -924688.750000 Penalty: 3109.854736
	Iteration 16Q: 3 clusters Score -924688.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -924728.062500 Penalty: 3109.854736
	Iteration 17Q: 3 clusters Score -924728.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -924765.500000 Penalty: 3109.854736
	Iteration 18Q: 3 clusters Score -924765.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -924785.187500 Penalty: 3109.854736
	Iteration 19Q: 3 clusters Score -924785.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -924797.812500 Penalty: 3109.854736
	Iteration 20F: 3 clusters Score -924797.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -924812.250000 Penalty: 3109.854736
	Iteration 21Q: 3 clusters Score -924812.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -924818.937500 Penalty: 3109.854736
	Iteration 22Q: 3 clusters Score -924818.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -924824.437500 Penalty: 3109.854736
	Iteration 23Q: 3 clusters Score -924824.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -924829.250000 Penalty: 3109.854736
	Iteration 24Q: 3 clusters Score -924829.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -924834.125000 Penalty: 3109.854736
	Iteration 25Q: 3 clusters Score -924834.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -924834.625000 Penalty: 3109.854736
	Iteration 26Q: 3 clusters Score -924834.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -924837.187500 Penalty: 3109.854736
	Iteration 27Q: 3 clusters Score -924837.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -924840.625000 Penalty: 3109.854736
	Iteration 28Q: 3 clusters Score -924840.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -924843.125000 Penalty: 3109.854736
	Iteration 29Q: 3 clusters Score -924843.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -924845.750000 Penalty: 3109.854736
	Iteration 30Q: 3 clusters Score -924845.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -924846.500000 Penalty: 3109.854736
	Iteration 31Q: 3 clusters Score -924846.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -924849.375000 Penalty: 3109.854736
	Iteration 32Q: 3 clusters Score -924849.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -924855.250000 Penalty: 3109.854736
	Iteration 33Q: 3 clusters Score -924855.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -924863.250000 Penalty: 3109.854736
	Iteration 34Q: 3 clusters Score -924863.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -924864.312500 Penalty: 3109.854736
	Iteration 35Q: 3 clusters Score -924864.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -924866.312500 Penalty: 3109.854736
	Iteration 36Q: 3 clusters Score -924866.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -924867.562500 Penalty: 3109.854736
	Iteration 37Q: 3 clusters Score -924867.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -924868.937500 Penalty: 3109.854736
	Iteration 38Q: 3 clusters Score -924868.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -924869.187500 Penalty: 3109.854736
	Iteration 39Q: 3 clusters Score -924869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -924869.937500 Penalty: 3109.854736
	Iteration 40F: 3 clusters Score -924869.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -43058.179688 Penalty: 1061.976685
	Iteration 0F: 2 clusters Score -43058.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -41815.417969 Penalty: 2123.953369
	Iteration 0F: 3 clusters Score -41815.42 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -42019.933594 Penalty: 2123.953369
	Iteration 1F: 3 clusters Score -42019.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -42065.566406 Penalty: 2123.953369
	Iteration 2F: 3 clusters Score -42065.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -42092.433594 Penalty: 2123.953369
	Iteration 3Q: 3 clusters Score -42092.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -42104.554688 Penalty: 2123.953369
	Iteration 4Q: 3 clusters Score -42104.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -42117.304688 Penalty: 2123.953369
	Iteration 5Q: 3 clusters Score -42117.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -42126.417969 Penalty: 2123.953369
	Iteration 6Q: 3 clusters Score -42126.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -42138.847656 Penalty: 2123.953369
	Iteration 7Q: 3 clusters Score -42138.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -42143.445312 Penalty: 2123.953369
	Iteration 8Q: 3 clusters Score -42143.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -42149.046875 Penalty: 2123.953369
	Iteration 9Q: 3 clusters Score -42149.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -42152.820312 Penalty: 2123.953369
	Iteration 10Q: 3 clusters Score -42152.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -42155.289062 Penalty: 2123.953369
	Iteration 11Q: 3 clusters Score -42155.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -42158.289062 Penalty: 2123.953369
	Iteration 12Q: 3 clusters Score -42158.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -42158.941406 Penalty: 2123.953369
	Iteration 13Q: 3 clusters Score -42158.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -42158.941406 Penalty: 2123.953369
	Iteration 14F: 3 clusters Score -42158.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Entering Unmasked Estep 
Score: -888863.500000 Penalty: 1547.528320
	Iteration 0F: 2 clusters Score -888863.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -879350.312500 Penalty: 3095.056641
	Iteration 0F: 3 clusters Score -879350.3 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -882758.687500 Penalty: 3095.056641
	Iteration 1F: 3 clusters Score -882758.7 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -883101.750000 Penalty: 3095.056641
	Iteration 2F: 3 clusters Score -883101.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -883451.812500 Penalty: 3095.056641
	Iteration 3F: 3 clusters Score -883451.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -883794.562500 Penalty: 3095.056641
	Iteration 4Q: 3 clusters Score -883794.6 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -884171.562500 Penalty: 3095.056641
	Iteration 5Q: 3 clusters Score -884171.6 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -884579.6 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -885019.4 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -885499.7 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -885907.062500 Penalty: 3095.056641
	Iteration 9F: 3 clusters Score -885907.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -886217.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -886414.937500 Penalty: 3095.056641
	Iteration 11Q: 3 clusters Score -886414.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -886528.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -886586.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -886621.625000 Penalty: 3095.056641
	Iteration 14Q: 3 clusters Score -886621.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -886646.937500 Penalty: 3095.056641
	Iteration 15Q: 3 clusters Score -886646.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -886662.250000 Penalty: 3095.056641
	Iteration 16Q: 3 clusters Score -886662.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -886675.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -886686.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -886699.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -886711.062500 Penalty: 3095.056641
	Iteration 20F: 3 clusters Score -886711.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -886723.000000 Penalty: 3095.056641
	Iteration 21Q: 3 clusters Score -886723 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -886727.125000 Penalty: 3095.056641
	Iteration 22Q: 3 clusters Score -886727.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -886736.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -886741.500000 Penalty: 3095.056641
	Iteration 24Q: 3 clusters Score -886741.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -886747.625000 Penalty: 3095.056641
	Iteration 25Q: 3 clusters Score -886747.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -886759.375000 Penalty: 3095.056641
	Iteration 26Q: 3 clusters Score -886759.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -886767.062500 Penalty: 3095.056641
	Iteration 27Q: 3 clusters Score -886767.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -886771.937500 Penalty: 3095.056641
	Iteration 28Q: 3 clusters Score -886771.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -886776.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -886783.250000 Penalty: 3095.056641
	Iteration 30Q: 3 clusters Score -886783.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -886794.312500 Penalty: 3095.056641
	Iteration 31Q: 3 clusters Score -886794.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -886797.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -886801.812500 Penalty: 3095.056641
	Iteration 33Q: 3 clusters Score -886801.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -886808.750000 Penalty: 3095.056641
	Iteration 34Q: 3 clusters Score -886808.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -886815.312500 Penalty: 3095.056641
	Iteration 35Q: 3 clusters Score -886815.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -886824.375000 Penalty: 3095.056641
	Iteration 36Q: 3 clusters Score -886824.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -886828.625000 Penalty: 3095.056641
	Iteration 37Q: 3 clusters Score -886828.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -886837.312500 Penalty: 3095.056641
	Iteration 38Q: 3 clusters Score -886837.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -886843.312500 Penalty: 3095.056641
	Iteration 39Q: 3 clusters Score -886843.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -886850.500000 Penalty: 3095.056641
	Iteration 40F: 3 clusters Score -886850.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -886856.875000 Penalty: 3095.056641
	Iteration 41Q: 3 clusters Score -886856.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -886859.687500 Penalty: 3095.056641
	Iteration 42Q: 3 clusters Score -886859.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -886865.937500 Penalty: 3095.056641
	Iteration 43Q: 3 clusters Score -886865.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -886872.812500 Penalty: 3095.056641
	Iteration 44Q: 3 clusters Score -886872.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -886873.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -886878.062500 Penalty: 3095.056641
	Iteration 46Q: 3 clusters Score -886878.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -886879.562500 Penalty: 3095.056641
	Iteration 47Q: 3 clusters Score -886879.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -886881.312500 Penalty: 3095.056641
	Iteration 48Q: 3 clusters Score -886881.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -886885.250000 Penalty: 3095.056641
	Iteration 49Q: 3 clusters Score -886885.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -886885.375000 Penalty: 3095.056641
	Iteration 50Q: 3 clusters Score -886885.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -886894.062500 Penalty: 3095.056641
	Iteration 51Q: 3 clusters Score -886894.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -886898.937500 Penalty: 3095.056641
	Iteration 52Q: 3 clusters Score -886898.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -886905.625000 Penalty: 3095.056641
	Iteration 53Q: 3 clusters Score -886905.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -886910.375000 Penalty: 3095.056641
	Iteration 54Q: 3 clusters Score -886910.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -886918.375000 Penalty: 3095.056641
	Iteration 55Q: 3 clusters Score -886918.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -886922.312500 Penalty: 3095.056641
	Iteration 56Q: 3 clusters Score -886922.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -886931.625000 Penalty: 3095.056641
	Iteration 57Q: 3 clusters Score -886931.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -886935.125000 Penalty: 3095.056641
	Iteration 58Q: 3 clusters Score -886935.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -886939.625000 Penalty: 3095.056641
	Iteration 59Q: 3 clusters Score -886939.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -886941.750000 Penalty: 3095.056641
	Iteration 60F: 3 clusters Score -886941.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -886944.250000 Penalty: 3095.056641
	Iteration 61Q: 3 clusters Score -886944.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -886948.437500 Penalty: 3095.056641
	Iteration 62Q: 3 clusters Score -886948.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -886951.437500 Penalty: 3095.056641
	Iteration 63Q: 3 clusters Score -886951.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -886952.125000 Penalty: 3095.056641
	Iteration 64Q: 3 clusters Score -886952.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -886953.375000 Penalty: 3095.056641
	Iteration 65Q: 3 clusters Score -886953.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -886956.187500 Penalty: 3095.056641
	Iteration 66Q: 3 clusters Score -886956.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -886962.375000 Penalty: 3095.056641
	Iteration 67Q: 3 clusters Score -886962.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -886965.062500 Penalty: 3095.056641
	Iteration 68Q: 3 clusters Score -886965.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -886965.250000 Penalty: 3095.056641
	Iteration 69Q: 3 clusters Score -886965.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -886970.875000 Penalty: 3095.056641
	Iteration 70Q: 3 clusters Score -886970.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -886972.937500 Penalty: 3095.056641
	Iteration 71Q: 3 clusters Score -886972.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -886975.312500 Penalty: 3095.056641
	Iteration 72Q: 3 clusters Score -886975.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -886978.937500 Penalty: 3095.056641
	Iteration 73Q: 3 clusters Score -886978.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -886982.187500 Penalty: 3095.056641
	Iteration 74Q: 3 clusters Score -886982.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -886991.375000 Penalty: 3095.056641
	Iteration 75Q: 3 clusters Score -886991.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -887000.500000 Penalty: 3095.056641
	Iteration 76Q: 3 clusters Score -887000.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -887007.312500 Penalty: 3095.056641
	Iteration 77Q: 3 clusters Score -887007.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -887013.062500 Penalty: 3095.056641
	Iteration 78Q: 3 clusters Score -887013.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -887019.500000 Penalty: 3095.056641
	Iteration 79Q: 3 clusters Score -887019.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -887030.125000 Penalty: 3095.056641
	Iteration 80F: 3 clusters Score -887030.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -887035.562500 Penalty: 3095.056641
	Iteration 81Q: 3 clusters Score -887035.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -887044.687500 Penalty: 3095.056641
	Iteration 82Q: 3 clusters Score -887044.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -887052.625000 Penalty: 3095.056641
	Iteration 83Q: 3 clusters Score -887052.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -887062.687500 Penalty: 3095.056641
	Iteration 84Q: 3 clusters Score -887062.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -887065.062500 Penalty: 3095.056641
	Iteration 85Q: 3 clusters Score -887065.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -887075.625000 Penalty: 3095.056641
	Iteration 86Q: 3 clusters Score -887075.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -887083.937500 Penalty: 3095.056641
	Iteration 87Q: 3 clusters Score -887083.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -887094.000000 Penalty: 3095.056641
	Iteration 88Q: 3 clusters Score -887094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -887101.312500 Penalty: 3095.056641
	Iteration 89Q: 3 clusters Score -887101.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -887109.750000 Penalty: 3095.056641
	Iteration 90Q: 3 clusters Score -887109.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -887111.437500 Penalty: 3095.056641
	Iteration 91Q: 3 clusters Score -887111.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -887115.312500 Penalty: 3095.056641
	Iteration 92Q: 3 clusters Score -887115.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -887118.500000 Penalty: 3095.056641
	Iteration 93Q: 3 clusters Score -887118.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -887123.125000 Penalty: 3095.056641
	Iteration 94Q: 3 clusters Score -887123.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -887125.062500 Penalty: 3095.056641
	Iteration 95Q: 3 clusters Score -887125.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -887128.625000 Penalty: 3095.056641
	Iteration 96Q: 3 clusters Score -887128.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -887130.875000 Penalty: 3095.056641
	Iteration 97Q: 3 clusters Score -887130.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -887134.875000 Penalty: 3095.056641
	Iteration 98Q: 3 clusters Score -887134.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -887138.062500 Penalty: 3095.056641
	Iteration 99Q: 3 clusters Score -887138.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -887140.875000 Penalty: 3095.056641
	Iteration 100F: 3 clusters Score -887140.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -887151.437500 Penalty: 3095.056641
	Iteration 101Q: 3 clusters Score -887151.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -887153.062500 Penalty: 3095.056641
	Iteration 102Q: 3 clusters Score -887153.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -887160.500000 Penalty: 3095.056641
	Iteration 103Q: 3 clusters Score -887160.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -887165.687500 Penalty: 3095.056641
	Iteration 104Q: 3 clusters Score -887165.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -887170.562500 Penalty: 3095.056641
	Iteration 105Q: 3 clusters Score -887170.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -887172.937500 Penalty: 3095.056641
	Iteration 106Q: 3 clusters Score -887172.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -887180.750000 Penalty: 3095.056641
	Iteration 107Q: 3 clusters Score -887180.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -887188.312500 Penalty: 3095.056641
	Iteration 108Q: 3 clusters Score -887188.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -887197.000000 Penalty: 3095.056641
	Iteration 109Q: 3 clusters Score -887197 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -887202.312500 Penalty: 3095.056641
	Iteration 110Q: 3 clusters Score -887202.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -887214.062500 Penalty: 3095.056641
	Iteration 111Q: 3 clusters Score -887214.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -887226.187500 Penalty: 3095.056641
	Iteration 112Q: 3 clusters Score -887226.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -887231.750000 Penalty: 3095.056641
	Iteration 113Q: 3 clusters Score -887231.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -887235.375000 Penalty: 3095.056641
	Iteration 114Q: 3 clusters Score -887235.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -887243.375000 Penalty: 3095.056641
	Iteration 115Q: 3 clusters Score -887243.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -887250.000000 Penalty: 3095.056641
	Iteration 116Q: 3 clusters Score -887250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -887258.187500 Penalty: 3095.056641
	Iteration 117Q: 3 clusters Score -887258.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -887265.000000 Penalty: 3095.056641
	Iteration 118Q: 3 clusters Score -887265 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -887272.437500 Penalty: 3095.056641
	Iteration 119Q: 3 clusters Score -887272.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -887277.375000 Penalty: 3095.056641
	Iteration 120F: 3 clusters Score -887277.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -887279.312500 Penalty: 3095.056641
	Iteration 121Q: 3 clusters Score -887279.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -887283.375000 Penalty: 3095.056641
	Iteration 122Q: 3 clusters Score -887283.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -887287.625000 Penalty: 3095.056641
	Iteration 123Q: 3 clusters Score -887287.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -887286.000000 Penalty: 3095.056641
	Iteration 124Q: 3 clusters Score -887286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -887289.687500 Penalty: 3095.056641
	Iteration 125Q: 3 clusters Score -887289.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -887292.937500 Penalty: 3095.056641
	Iteration 126Q: 3 clusters Score -887292.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -887297.812500 Penalty: 3095.056641
	Iteration 127Q: 3 clusters Score -887297.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -887298.687500 Penalty: 3095.056641
	Iteration 128Q: 3 clusters Score -887298.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -887301.375000 Penalty: 3095.056641
	Iteration 129Q: 3 clusters Score -887301.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -887305.875000 Penalty: 3095.056641
	Iteration 130Q: 3 clusters Score -887305.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -887309.375000 Penalty: 3095.056641
	Iteration 131Q: 3 clusters Score -887309.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -887312.937500 Penalty: 3095.056641
	Iteration 132Q: 3 clusters Score -887312.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -887315.375000 Penalty: 3095.056641
	Iteration 133Q: 3 clusters Score -887315.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -887322.875000 Penalty: 3095.056641
	Iteration 134Q: 3 clusters Score -887322.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -887329.500000 Penalty: 3095.056641
	Iteration 135Q: 3 clusters Score -887329.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -887333.125000 Penalty: 3095.056641
	Iteration 136Q: 3 clusters Score -887333.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -887344.125000 Penalty: 3095.056641
	Iteration 137Q: 3 clusters Score -887344.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -887349.687500 Penalty: 3095.056641
	Iteration 138Q: 3 clusters Score -887349.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -887358.187500 Penalty: 3095.056641
	Iteration 139Q: 3 clusters Score -887358.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -887363.875000 Penalty: 3095.056641
	Iteration 140F: 3 clusters Score -887363.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -887370.687500 Penalty: 3095.056641
	Iteration 141Q: 3 clusters Score -887370.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -887378.750000 Penalty: 3095.056641
	Iteration 142Q: 3 clusters Score -887378.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -887388.812500 Penalty: 3095.056641
	Iteration 143Q: 3 clusters Score -887388.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -887397.000000 Penalty: 3095.056641
	Iteration 144Q: 3 clusters Score -887397 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -887406.500000 Penalty: 3095.056641
	Iteration 145Q: 3 clusters Score -887406.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -887411.875000 Penalty: 3095.056641
	Iteration 146Q: 3 clusters Score -887411.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -887420.562500 Penalty: 3095.056641
	Iteration 147Q: 3 clusters Score -887420.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -887421.437500 Penalty: 3095.056641
	Iteration 148Q: 3 clusters Score -887421.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -887427.625000 Penalty: 3095.056641
	Iteration 149Q: 3 clusters Score -887427.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -887434.562500 Penalty: 3095.056641
	Iteration 150Q: 3 clusters Score -887434.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -887439.062500 Penalty: 3095.056641
	Iteration 151Q: 3 clusters Score -887439.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -887444.437500 Penalty: 3095.056641
	Iteration 152Q: 3 clusters Score -887444.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -887449.750000 Penalty: 3095.056641
	Iteration 153Q: 3 clusters Score -887449.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -887452.375000 Penalty: 3095.056641
	Iteration 154Q: 3 clusters Score -887452.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -887452.625000 Penalty: 3095.056641
	Iteration 155Q: 3 clusters Score -887452.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -887457.062500 Penalty: 3095.056641
	Iteration 156Q: 3 clusters Score -887457.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -887458.125000 Penalty: 3095.056641
	Iteration 157Q: 3 clusters Score -887458.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -887460.750000 Penalty: 3095.056641
	Iteration 158Q: 3 clusters Score -887460.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -887465.062500 Penalty: 3095.056641
	Iteration 159Q: 3 clusters Score -887465.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -887466.500000 Penalty: 3095.056641
	Iteration 160F: 3 clusters Score -887466.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -887469.750000 Penalty: 3095.056641
	Iteration 161Q: 3 clusters Score -887469.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -887472.562500 Penalty: 3095.056641
	Iteration 162Q: 3 clusters Score -887472.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -887474.375000 Penalty: 3095.056641
	Iteration 163Q: 3 clusters Score -887474.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -887476.875000 Penalty: 3095.056641
	Iteration 164Q: 3 clusters Score -887476.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -887476.125000 Penalty: 3095.056641
	Iteration 165Q: 3 clusters Score -887476.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -887479.187500 Penalty: 3095.056641
	Iteration 166Q: 3 clusters Score -887479.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -887482.000000 Penalty: 3095.056641
	Iteration 167Q: 3 clusters Score -887482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -887483.000000 Penalty: 3095.056641
	Iteration 168Q: 3 clusters Score -887483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -887482.937500 Penalty: 3095.056641
	Iteration 169Q: 3 clusters Score -887482.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -887483.375000 Penalty: 3095.056641
	Iteration 170Q: 3 clusters Score -887483.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -887482.250000 Penalty: 3095.056641
	Iteration 171Q: 3 clusters Score -887482.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -887483.687500 Penalty: 3095.056641
	Iteration 172Q: 3 clusters Score -887483.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -887485.750000 Penalty: 3095.056641
	Iteration 173Q: 3 clusters Score -887485.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -887487.937500 Penalty: 3095.056641
	Iteration 174Q: 3 clusters Score -887487.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -887489.562500 Penalty: 3095.056641
	Iteration 175Q: 3 clusters Score -887489.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -887488.875000 Penalty: 3095.056641
	Iteration 176Q: 3 clusters Score -887488.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -887490.250000 Penalty: 3095.056641
	Iteration 177Q: 3 clusters Score -887490.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -887493.562500 Penalty: 3095.056641
	Iteration 178Q: 3 clusters Score -887493.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -887494.187500 Penalty: 3095.056641
	Iteration 179Q: 3 clusters Score -887494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -887493.625000 Penalty: 3095.056641
	Iteration 180F: 3 clusters Score -887493.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -887494.312500 Penalty: 3095.056641
	Iteration 181Q: 3 clusters Score -887494.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -887494.187500 Penalty: 3095.056641
	Iteration 182Q: 3 clusters Score -887494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -887494.500000 Penalty: 3095.056641
	Iteration 183Q: 3 clusters Score -887494.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -887497.687500 Penalty: 3095.056641
	Iteration 184Q: 3 clusters Score -887497.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -887498.000000 Penalty: 3095.056641
	Iteration 185Q: 3 clusters Score -887498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -887498.312500 Penalty: 3095.056641
	Iteration 186Q: 3 clusters Score -887498.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -887500.937500 Penalty: 3095.056641
	Iteration 187Q: 3 clusters Score -887500.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -887500.437500 Penalty: 3095.056641
	Iteration 188Q: 3 clusters Score -887500.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -887505.937500 Penalty: 3095.056641
	Iteration 189Q: 3 clusters Score -887505.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -887508.062500 Penalty: 3095.056641
	Iteration 190Q: 3 clusters Score -887508.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -887508.562500 Penalty: 3095.056641
	Iteration 191Q: 3 clusters Score -887508.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -887510.187500 Penalty: 3095.056641
	Iteration 192Q: 3 clusters Score -887510.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -887512.000000 Penalty: 3095.056641
	Iteration 193Q: 3 clusters Score -887512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -887514.000000 Penalty: 3095.056641
	Iteration 194Q: 3 clusters Score -887514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -887513.500000 Penalty: 3095.056641
	Iteration 195Q: 3 clusters Score -887513.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -887515.312500 Penalty: 3095.056641
	Iteration 196Q: 3 clusters Score -887515.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -887514.937500 Penalty: 3095.056641
	Iteration 197Q: 3 clusters Score -887514.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -887516.562500 Penalty: 3095.056641
	Iteration 198Q: 3 clusters Score -887516.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -887517.437500 Penalty: 3095.056641
	Iteration 199Q: 3 clusters Score -887517.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -887517.000000 Penalty: 3095.056641
	Iteration 200F: 3 clusters Score -887517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -57819.437500 Penalty: 1114.687378
	Iteration 0F: 2 clusters Score -57819.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -56387.367188 Penalty: 2229.374756
	Iteration 0F: 3 clusters Score -56387.37 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -56653.246094 Penalty: 2229.374756
	Iteration 1F: 3 clusters Score -56653.25 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -56737.828125 Penalty: 2229.374756
	Iteration 2F: 3 clusters Score -56737.83 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -56769.539062 Penalty: 2229.374756
	Iteration 3Q: 3 clusters Score -56769.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -56792.000000 Penalty: 2229.374756
	Iteration 4Q: 3 clusters Score -56792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -56810.601562 Penalty: 2229.374756
	Iteration 5Q: 3 clusters Score -56810.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -56817.207031 Penalty: 2229.374756
	Iteration 6Q: 3 clusters Score -56817.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -56825.234375 Penalty: 2229.374756
	Iteration 7Q: 3 clusters Score -56825.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -56829.128906 Penalty: 2229.374756
	Iteration 8Q: 3 clusters Score -56829.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -56831.355469 Penalty: 2229.374756
	Iteration 9Q: 3 clusters Score -56831.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -56831.527344 Penalty: 2229.374756
	Iteration 10Q: 3 clusters Score -56831.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -56831.527344 Penalty: 2229.374756
	Iteration 11F: 3 clusters Score -56831.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Entering Unmasked Estep 
Score: -221411.406250 Penalty: 1344.375732
	Iteration 0F: 2 clusters Score -221411.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -218149.031250 Penalty: 2688.751465
	Iteration 0F: 3 clusters Score -218149 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -219104.546875 Penalty: 2688.751465
	Iteration 1F: 3 clusters Score -219104.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -219532.703125 Penalty: 2688.751465
	Iteration 2F: 3 clusters Score -219532.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -220076.187500 Penalty: 2688.751465
	Iteration 3F: 3 clusters Score -220076.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -220537.218750 Penalty: 2688.751465
	Iteration 4F: 3 clusters Score -220537.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -220879.406250 Penalty: 2688.751465
	Iteration 5F: 3 clusters Score -220879.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -221026.140625 Penalty: 2688.751465
	Iteration 6Q: 3 clusters Score -221026.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -221082.015625 Penalty: 2688.751465
	Iteration 7Q: 3 clusters Score -221082 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -221109.437500 Penalty: 2688.751465
	Iteration 8Q: 3 clusters Score -221109.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -221122.203125 Penalty: 2688.751465
	Iteration 9Q: 3 clusters Score -221122.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -221125.093750 Penalty: 2688.751465
	Iteration 10Q: 3 clusters Score -221125.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -221126.687500 Penalty: 2688.751465
	Iteration 11Q: 3 clusters Score -221126.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -221127.984375 Penalty: 2688.751465
	Iteration 12Q: 3 clusters Score -221128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -221129.234375 Penalty: 2688.751465
	Iteration 13Q: 3 clusters Score -221129.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -221130.375000 Penalty: 2688.751465
	Iteration 14Q: 3 clusters Score -221130.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -221131.750000 Penalty: 2688.751465
	Iteration 15Q: 3 clusters Score -221131.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -221132.546875 Penalty: 2688.751465
	Iteration 16Q: 3 clusters Score -221132.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -221133.140625 Penalty: 2688.751465
	Iteration 17Q: 3 clusters Score -221133.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -221134.890625 Penalty: 2688.751465
	Iteration 18Q: 3 clusters Score -221134.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -221136.765625 Penalty: 2688.751465
	Iteration 19Q: 3 clusters Score -221136.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -221136.515625 Penalty: 2688.751465
	Iteration 20F: 3 clusters Score -221136.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (359486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359486 members 
Entering Unmasked Estep 
Score: -22313686.000000 Penalty: 2078.770020
	Iteration 0F: 2 clusters Score -2.231369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179772 members 
Mstep: Class 2 contains 179714 members 
Entering Unmasked Estep 
Score: -22070358.000000 Penalty: 4157.540039
	Iteration 0F: 3 clusters Score -2.207036e+07 nChanged 175724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180730 members 
Mstep: Class 2 contains 178756 members 
Entering Unmasked Estep 
Score: -22175408.000000 Penalty: 4157.540039
	Iteration 1F: 3 clusters Score -2.217541e+07 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181766 members 
Mstep: Class 2 contains 177720 members 
Entering Unmasked Estep 
Score: -22177010.000000 Penalty: 4157.540039
	Iteration 2Q: 3 clusters Score -2.217701e+07 nChanged 10121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183261 members 
Mstep: Class 2 contains 176225 members 
Entering Unmasked Estep 
Score: -22179560.000000 Penalty: 4157.540039
	Iteration 3Q: 3 clusters Score -2.217956e+07 nChanged 11440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185247 members 
Mstep: Class 2 contains 174239 members 
Entering Unmasked Estep 
Score: -22182972.000000 Penalty: 4157.540039
	Iteration 4Q: 3 clusters Score -2.218297e+07 nChanged 13596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187987 members 
Mstep: Class 2 contains 171499 members 
Entering Unmasked Estep 
Score: -22188132.000000 Penalty: 4157.540039
	Iteration 5Q: 3 clusters Score -2.218813e+07 nChanged 16590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191253 members 
Mstep: Class 2 contains 168233 members 
Entering Unmasked Estep 
Score: -22196668.000000 Penalty: 4157.540039
	Iteration 6Q: 3 clusters Score -2.219667e+07 nChanged 20138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194883 members 
Mstep: Class 2 contains 164603 members 
Entering Unmasked Estep 
Score: -22210580.000000 Penalty: 4157.540039
	Iteration 7F: 3 clusters Score -2.221058e+07 nChanged 23175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197930 members 
Mstep: Class 2 contains 161556 members 
Entering Unmasked Estep 
Score: -22228232.000000 Penalty: 4157.540039
	Iteration 8F: 3 clusters Score -2.222823e+07 nChanged 22176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200112 members 
Mstep: Class 2 contains 159374 members 
Entering Unmasked Estep 
Score: -22241608.000000 Penalty: 4157.540039
	Iteration 9F: 3 clusters Score -2.224161e+07 nChanged 15333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201781 members 
Mstep: Class 2 contains 157705 members 
Entering Unmasked Estep 
Score: -22246250.000000 Penalty: 4157.540039
	Iteration 10Q: 3 clusters Score -2.224625e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203665 members 
Mstep: Class 2 contains 155821 members 
Entering Unmasked Estep 
Score: -22247454.000000 Penalty: 4157.540039
	Iteration 11Q: 3 clusters Score -2.224745e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205874 members 
Mstep: Class 2 contains 153612 members 
Entering Unmasked Estep 
Score: -22247944.000000 Penalty: 4157.540039
	Iteration 12Q: 3 clusters Score -2.224794e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208342 members 
Mstep: Class 2 contains 151144 members 
Entering Unmasked Estep 
Score: -22248346.000000 Penalty: 4157.540039
	Iteration 13Q: 3 clusters Score -2.224835e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211008 members 
Mstep: Class 2 contains 148478 members 
Entering Unmasked Estep 
Score: -22248856.000000 Penalty: 4157.540039
	Iteration 14Q: 3 clusters Score -2.224886e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213848 members 
Mstep: Class 2 contains 145638 members 
Entering Unmasked Estep 
Score: -22249400.000000 Penalty: 4157.540039
	Iteration 15Q: 3 clusters Score -2.22494e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216959 members 
Mstep: Class 2 contains 142527 members 
Entering Unmasked Estep 
Score: -22249972.000000 Penalty: 4157.540039
	Iteration 16Q: 3 clusters Score -2.224997e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220342 members 
Mstep: Class 2 contains 139144 members 
Entering Unmasked Estep 
Score: -22250486.000000 Penalty: 4157.540039
	Iteration 17Q: 3 clusters Score -2.225049e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224056 members 
Mstep: Class 2 contains 135430 members 
Entering Unmasked Estep 
Score: -22251294.000000 Penalty: 4157.540039
	Iteration 18Q: 3 clusters Score -2.225129e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228093 members 
Mstep: Class 2 contains 131393 members 
Entering Unmasked Estep 
Score: -22252060.000000 Penalty: 4157.540039
	Iteration 19Q: 3 clusters Score -2.225206e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232448 members 
Mstep: Class 2 contains 127038 members 
Entering Unmasked Estep 
Score: -22253082.000000 Penalty: 4157.540039
	Iteration 20F: 3 clusters Score -2.225308e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237165 members 
Mstep: Class 2 contains 122321 members 
Entering Unmasked Estep 
Score: -22254104.000000 Penalty: 4157.540039
	Iteration 21Q: 3 clusters Score -2.22541e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242363 members 
Mstep: Class 2 contains 117123 members 
Entering Unmasked Estep 
Score: -22255290.000000 Penalty: 4157.540039
	Iteration 22Q: 3 clusters Score -2.225529e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247820 members 
Mstep: Class 2 contains 111666 members 
Entering Unmasked Estep 
Score: -22256696.000000 Penalty: 4157.540039
	Iteration 23Q: 3 clusters Score -2.22567e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253659 members 
Mstep: Class 2 contains 105827 members 
Entering Unmasked Estep 
Score: -22258260.000000 Penalty: 4157.540039
	Iteration 24Q: 3 clusters Score -2.225826e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259735 members 
Mstep: Class 2 contains 99751 members 
Entering Unmasked Estep 
Score: -22259952.000000 Penalty: 4157.540039
	Iteration 25Q: 3 clusters Score -2.225995e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266110 members 
Mstep: Class 2 contains 93376 members 
Entering Unmasked Estep 
Score: -22261616.000000 Penalty: 4157.540039
	Iteration 26Q: 3 clusters Score -2.226162e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272872 members 
Mstep: Class 2 contains 86614 members 
Entering Unmasked Estep 
Score: -22263804.000000 Penalty: 4157.540039
	Iteration 27Q: 3 clusters Score -2.22638e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279866 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -22266074.000000 Penalty: 4157.540039
	Iteration 28Q: 3 clusters Score -2.226607e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287076 members 
Mstep: Class 2 contains 72410 members 
Entering Unmasked Estep 
Score: -22268806.000000 Penalty: 4157.540039
	Iteration 29Q: 3 clusters Score -2.226881e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294539 members 
Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
Score: -22271814.000000 Penalty: 4157.540039
	Iteration 30Q: 3 clusters Score -2.227181e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302154 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -22275248.000000 Penalty: 4157.540039
	Iteration 31Q: 3 clusters Score -2.227525e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309858 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -22278886.000000 Penalty: 4157.540039
	Iteration 32Q: 3 clusters Score -2.227889e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317535 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -22282940.000000 Penalty: 4157.540039
	Iteration 33Q: 3 clusters Score -2.228294e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324967 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -22287226.000000 Penalty: 4157.540039
	Iteration 34Q: 3 clusters Score -2.228723e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331883 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -22291438.000000 Penalty: 4157.540039
	Iteration 35Q: 3 clusters Score -2.229144e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338008 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -22295598.000000 Penalty: 4157.540039
	Iteration 36Q: 3 clusters Score -2.22956e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343380 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -22299332.000000 Penalty: 4157.540039
	Iteration 37Q: 3 clusters Score -2.229933e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347899 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -22302702.000000 Penalty: 4157.540039
	Iteration 38Q: 3 clusters Score -2.23027e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351453 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -22305294.000000 Penalty: 4157.540039
	Iteration 39Q: 3 clusters Score -2.230529e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354156 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -22307650.000000 Penalty: 4157.540039
	Iteration 40F: 3 clusters Score -2.230765e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356304 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -22309356.000000 Penalty: 4157.540039
	Iteration 41Q: 3 clusters Score -2.230936e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357675 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -22310472.000000 Penalty: 4157.540039
	Iteration 42Q: 3 clusters Score -2.231047e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358433 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -22311008.000000 Penalty: 4157.540039
	Iteration 43Q: 3 clusters Score -2.231101e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358835 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -22311330.000000 Penalty: 4157.540039
	Iteration 44Q: 3 clusters Score -2.231133e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359039 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -22311534.000000 Penalty: 4157.540039
	Iteration 45Q: 3 clusters Score -2.231153e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359146 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -22311626.000000 Penalty: 4157.540039
	Iteration 46Q: 3 clusters Score -2.231163e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359202 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22311720.000000 Penalty: 4157.540039
	Iteration 47Q: 3 clusters Score -2.231172e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359233 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -22311738.000000 Penalty: 4157.540039
	Iteration 48Q: 3 clusters Score -2.231174e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359253 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22311742.000000 Penalty: 4157.540039
	Iteration 49Q: 3 clusters Score -2.231174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359266 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -22311794.000000 Penalty: 4157.540039
	Iteration 50Q: 3 clusters Score -2.231179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359269 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22311794.000000 Penalty: 4157.540039
	Iteration 51Q: 3 clusters Score -2.231179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359274 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22311794.000000 Penalty: 4157.540039
	Iteration 52Q: 3 clusters Score -2.231179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359277 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22311786.000000 Penalty: 4157.540039
	Iteration 53Q: 3 clusters Score -2.231179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359279 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22311770.000000 Penalty: 4157.540039
	Iteration 54Q: 3 clusters Score -2.231177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359279 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22311770.000000 Penalty: 4157.540039
	Iteration 55F: 3 clusters Score -2.231177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Entering Unmasked Estep 
Score: -1333260.250000 Penalty: 1617.585205
	Iteration 0F: 2 clusters Score -1333260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1318988.750000 Penalty: 3235.170410
	Iteration 0F: 3 clusters Score -1318989 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1324464.125000 Penalty: 3235.170410
	Iteration 1F: 3 clusters Score -1324464 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1325105.250000 Penalty: 3235.170410
	Iteration 2F: 3 clusters Score -1325105 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1325735.875000 Penalty: 3235.170410
	Iteration 3F: 3 clusters Score -1325736 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1326377.000000 Penalty: 3235.170410
	Iteration 4F: 3 clusters Score -1326377 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1327088.375000 Penalty: 3235.170410
	Iteration 5F: 3 clusters Score -1327088 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1327929.250000 Penalty: 3235.170410
	Iteration 6F: 3 clusters Score -1327929 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1328894.125000 Penalty: 3235.170410
	Iteration 7F: 3 clusters Score -1328894 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1329873.000000 Penalty: 3235.170410
	Iteration 8F: 3 clusters Score -1329873 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1330728.375000 Penalty: 3235.170410
	Iteration 9F: 3 clusters Score -1330728 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1331362.000000 Penalty: 3235.170410
	Iteration 10Q: 3 clusters Score -1331362 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1331814.125000 Penalty: 3235.170410
	Iteration 11Q: 3 clusters Score -1331814 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1332100.750000 Penalty: 3235.170410
	Iteration 12Q: 3 clusters Score -1332101 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1332310.500000 Penalty: 3235.170410
	Iteration 13Q: 3 clusters Score -1332310 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1332493.375000 Penalty: 3235.170410
	Iteration 14Q: 3 clusters Score -1332493 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1332614.125000 Penalty: 3235.170410
	Iteration 15Q: 3 clusters Score -1332614 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1332703.500000 Penalty: 3235.170410
	Iteration 16Q: 3 clusters Score -1332704 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1332767.375000 Penalty: 3235.170410
	Iteration 17Q: 3 clusters Score -1332767 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1332821.750000 Penalty: 3235.170410
	Iteration 18Q: 3 clusters Score -1332822 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1332860.625000 Penalty: 3235.170410
	Iteration 19Q: 3 clusters Score -1332861 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1332886.375000 Penalty: 3235.170410
	Iteration 20F: 3 clusters Score -1332886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1332908.250000 Penalty: 3235.170410
	Iteration 21Q: 3 clusters Score -1332908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1332927.375000 Penalty: 3235.170410
	Iteration 22Q: 3 clusters Score -1332927 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1332950.000000 Penalty: 3235.170410
	Iteration 23Q: 3 clusters Score -1332950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1332958.000000 Penalty: 3235.170410
	Iteration 24Q: 3 clusters Score -1332958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1332971.875000 Penalty: 3235.170410
	Iteration 25Q: 3 clusters Score -1332972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1332979.250000 Penalty: 3235.170410
	Iteration 26Q: 3 clusters Score -1332979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1332982.750000 Penalty: 3235.170410
	Iteration 27Q: 3 clusters Score -1332983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1332987.875000 Penalty: 3235.170410
	Iteration 28Q: 3 clusters Score -1332988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1332990.750000 Penalty: 3235.170410
	Iteration 29Q: 3 clusters Score -1332991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1332995.750000 Penalty: 3235.170410
	Iteration 30Q: 3 clusters Score -1332996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1332995.125000 Penalty: 3235.170410
	Iteration 31Q: 3 clusters Score -1332995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1332996.625000 Penalty: 3235.170410
	Iteration 32Q: 3 clusters Score -1332997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1333000.750000 Penalty: 3235.170410
	Iteration 33Q: 3 clusters Score -1333001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1332999.375000 Penalty: 3235.170410
	Iteration 34Q: 3 clusters Score -1332999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1333006.750000 Penalty: 3235.170410
	Iteration 35Q: 3 clusters Score -1333007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1333004.750000 Penalty: 3235.170410
	Iteration 36Q: 3 clusters Score -1333005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1333005.125000 Penalty: 3235.170410
	Iteration 37Q: 3 clusters Score -1333005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1333006.500000 Penalty: 3235.170410
	Iteration 38Q: 3 clusters Score -1333006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1333006.500000 Penalty: 3235.170410
	Iteration 39F: 3 clusters Score -1333006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Entering Unmasked Estep 
Score: -1048195.937500 Penalty: 1576.959473
	Iteration 0F: 2 clusters Score -1048196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1036910.187500 Penalty: 3153.918945
	Iteration 0F: 3 clusters Score -1036910 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1040843.875000 Penalty: 3153.918945
	Iteration 1F: 3 clusters Score -1040844 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1041106.000000 Penalty: 3153.918945
	Iteration 2Q: 3 clusters Score -1041106 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1041326.062500 Penalty: 3153.918945
	Iteration 3Q: 3 clusters Score -1041326 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1041517.062500 Penalty: 3153.918945
	Iteration 4Q: 3 clusters Score -1041517 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1041711.875000 Penalty: 3153.918945
	Iteration 5Q: 3 clusters Score -1041712 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1041939.312500 Penalty: 3153.918945
	Iteration 6Q: 3 clusters Score -1041939 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1042213.375000 Penalty: 3153.918945
	Iteration 7Q: 3 clusters Score -1042213 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1042597.750000 Penalty: 3153.918945
	Iteration 8Q: 3 clusters Score -1042598 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1043043.937500 Penalty: 3153.918945
	Iteration 9Q: 3 clusters Score -1043044 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1043562.500000 Penalty: 3153.918945
	Iteration 10Q: 3 clusters Score -1043562 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1044069.812500 Penalty: 3153.918945
	Iteration 11Q: 3 clusters Score -1044070 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1044537.687500 Penalty: 3153.918945
	Iteration 12Q: 3 clusters Score -1044538 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1044887.500000 Penalty: 3153.918945
	Iteration 13Q: 3 clusters Score -1044888 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1045132.437500 Penalty: 3153.918945
	Iteration 14Q: 3 clusters Score -1045132 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1045328.937500 Penalty: 3153.918945
	Iteration 15Q: 3 clusters Score -1045329 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1045476.062500 Penalty: 3153.918945
	Iteration 16Q: 3 clusters Score -1045476 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1045583.875000 Penalty: 3153.918945
	Iteration 17Q: 3 clusters Score -1045584 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1045689.562500 Penalty: 3153.918945
	Iteration 18Q: 3 clusters Score -1045690 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1045796.750000 Penalty: 3153.918945
	Iteration 19Q: 3 clusters Score -1045797 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1045900.312500 Penalty: 3153.918945
	Iteration 20F: 3 clusters Score -1045900 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1045986.000000 Penalty: 3153.918945
	Iteration 21Q: 3 clusters Score -1045986 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1046053.937500 Penalty: 3153.918945
	Iteration 22Q: 3 clusters Score -1046054 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1046123.187500 Penalty: 3153.918945
	Iteration 23Q: 3 clusters Score -1046123 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1046201.750000 Penalty: 3153.918945
	Iteration 24Q: 3 clusters Score -1046202 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1046278.062500 Penalty: 3153.918945
	Iteration 25Q: 3 clusters Score -1046278 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1046337.125000 Penalty: 3153.918945
	Iteration 26Q: 3 clusters Score -1046337 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1046395.437500 Penalty: 3153.918945
	Iteration 27Q: 3 clusters Score -1046395 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1046439.437500 Penalty: 3153.918945
	Iteration 28Q: 3 clusters Score -1046439 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1046493.937500 Penalty: 3153.918945
	Iteration 29Q: 3 clusters Score -1046494 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1046545.562500 Penalty: 3153.918945
	Iteration 30Q: 3 clusters Score -1046546 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1046586.687500 Penalty: 3153.918945
	Iteration 31Q: 3 clusters Score -1046587 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1046630.562500 Penalty: 3153.918945
	Iteration 32Q: 3 clusters Score -1046631 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1046663.437500 Penalty: 3153.918945
	Iteration 33Q: 3 clusters Score -1046663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1046691.312500 Penalty: 3153.918945
	Iteration 34Q: 3 clusters Score -1046691 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1046720.750000 Penalty: 3153.918945
	Iteration 35Q: 3 clusters Score -1046721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1046742.312500 Penalty: 3153.918945
	Iteration 36Q: 3 clusters Score -1046742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1046761.750000 Penalty: 3153.918945
	Iteration 37Q: 3 clusters Score -1046762 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1046786.062500 Penalty: 3153.918945
	Iteration 38Q: 3 clusters Score -1046786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1046801.687500 Penalty: 3153.918945
	Iteration 39Q: 3 clusters Score -1046802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1046820.437500 Penalty: 3153.918945
	Iteration 40F: 3 clusters Score -1046820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1046830.250000 Penalty: 3153.918945
	Iteration 41Q: 3 clusters Score -1046830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1046832.750000 Penalty: 3153.918945
	Iteration 42Q: 3 clusters Score -1046833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1046839.000000 Penalty: 3153.918945
	Iteration 43Q: 3 clusters Score -1046839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1046842.375000 Penalty: 3153.918945
	Iteration 44Q: 3 clusters Score -1046842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1046846.437500 Penalty: 3153.918945
	Iteration 45Q: 3 clusters Score -1046846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1046851.250000 Penalty: 3153.918945
	Iteration 46Q: 3 clusters Score -1046851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1046854.750000 Penalty: 3153.918945
	Iteration 47Q: 3 clusters Score -1046855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -1046859.125000 Penalty: 3153.918945
	Iteration 48Q: 3 clusters Score -1046859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1046866.812500 Penalty: 3153.918945
	Iteration 49Q: 3 clusters Score -1046867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1046874.187500 Penalty: 3153.918945
	Iteration 50Q: 3 clusters Score -1046874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1046876.687500 Penalty: 3153.918945
	Iteration 51Q: 3 clusters Score -1046877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1046877.062500 Penalty: 3153.918945
	Iteration 52Q: 3 clusters Score -1046877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1046878.187500 Penalty: 3153.918945
	Iteration 53Q: 3 clusters Score -1046878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1046878.187500 Penalty: 3153.918945
	Iteration 54F: 3 clusters Score -1046878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 1371 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 6 contains 26861 members 
Mstep: Class 7 contains 18794 members 
Mstep: Class 8 contains 128247 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359486 members 
Mstep: Class 15 contains 21044 members 
Mstep: Class 17 contains 16389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799028.000000 Penalty: 32744.896484
Iteration 119Q: 16 clusters Score -4.179903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 6 contains 26860 members 
Mstep: Class 7 contains 18794 members 
Mstep: Class 8 contains 128247 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359488 members 
Mstep: Class 15 contains 21044 members 
Mstep: Class 17 contains 16388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799028.000000 Penalty: 32744.896484
Iteration 120F: 16 clusters Score -4.179903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 6 contains 26858 members 
Mstep: Class 7 contains 18794 members 
Mstep: Class 8 contains 128246 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359492 members 
Mstep: Class 15 contains 21044 members 
Mstep: Class 17 contains 16387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799012.000000 Penalty: 32744.896484
Iteration 121Q: 16 clusters Score -4.179901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 6 contains 26851 members 
Mstep: Class 7 contains 18794 members 
Mstep: Class 8 contains 128244 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359503 members 
Mstep: Class 15 contains 21045 members 
Mstep: Class 17 contains 16386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799028.000000 Penalty: 32744.896484
Iteration 122Q: 16 clusters Score -4.179903e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 6 contains 26845 members 
Mstep: Class 7 contains 18794 members 
Mstep: Class 8 contains 128239 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359519 members 
Mstep: Class 15 contains 21046 members 
Mstep: Class 17 contains 16386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799028.000000 Penalty: 32744.896484
Iteration 123Q: 16 clusters Score -4.179903e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 6 contains 26840 members 
Mstep: Class 7 contains 18792 members 
Mstep: Class 8 contains 128237 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359534 members 
Mstep: Class 15 contains 21044 members 
Mstep: Class 17 contains 16385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799048.000000 Penalty: 32744.896484
Iteration 124Q: 16 clusters Score -4.179905e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 6 contains 26836 members 
Mstep: Class 7 contains 18791 members 
Mstep: Class 8 contains 128231 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359551 members 
Mstep: Class 15 contains 21044 members 
Mstep: Class 17 contains 16383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799084.000000 Penalty: 32744.896484
Iteration 125Q: 16 clusters Score -4.179908e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 6 contains 26830 members 
Mstep: Class 7 contains 18790 members 
Mstep: Class 8 contains 128221 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359575 members 
Mstep: Class 15 contains 21043 members 
Mstep: Class 17 contains 16383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799080.000000 Penalty: 32744.896484
Iteration 126Q: 16 clusters Score -4.179908e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 6 contains 26824 members 
Mstep: Class 7 contains 18788 members 
Mstep: Class 8 contains 128212 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359599 members 
Mstep: Class 15 contains 21044 members 
Mstep: Class 17 contains 16379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799076.000000 Penalty: 32744.896484
Iteration 127Q: 16 clusters Score -4.179908e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 6 contains 26813 members 
Mstep: Class 7 contains 18790 members 
Mstep: Class 8 contains 128206 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359622 members 
Mstep: Class 15 contains 21044 members 
Mstep: Class 17 contains 16376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799076.000000 Penalty: 32744.896484
Iteration 128Q: 16 clusters Score -4.179908e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 18789 members 
Mstep: Class 8 contains 128204 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359636 members 
Mstep: Class 15 contains 21044 members 
Mstep: Class 17 contains 16376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799080.000000 Penalty: 32744.896484
Iteration 129Q: 16 clusters Score -4.179908e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 6 contains 26799 members 
Mstep: Class 7 contains 18789 members 
Mstep: Class 8 contains 128199 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359649 members 
Mstep: Class 15 contains 21044 members 
Mstep: Class 17 contains 16376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799104.000000 Penalty: 32744.896484
Iteration 130Q: 16 clusters Score -4.17991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 8226 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 6 contains 26797 members 
Mstep: Class 7 contains 18789 members 
Mstep: Class 8 contains 128198 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359652 members 
Mstep: Class 15 contains 21044 members 
Mstep: Class 17 contains 16376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799124.000000 Penalty: 32744.896484
Iteration 131Q: 16 clusters Score -4.179912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 8227 members 
Mstep: Class 4 contains 18622 members 
Mstep: Class 6 contains 26795 members 
Mstep: Class 7 contains 18789 members 
Mstep: Class 8 contains 128195 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359656 members 
Mstep: Class 15 contains 21044 members 
Mstep: Class 17 contains 16376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799084.000000 Penalty: 32744.896484
Iteration 132Q: 16 clusters Score -4.179908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 8227 members 
Mstep: Class 4 contains 18621 members 
Mstep: Class 6 contains 26794 members 
Mstep: Class 7 contains 18789 members 
Mstep: Class 8 contains 128195 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359658 members 
Mstep: Class 15 contains 21044 members 
Mstep: Class 17 contains 16376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799084.000000 Penalty: 32744.896484
Iteration 133Q: 16 clusters Score -4.179908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 8227 members 
Mstep: Class 4 contains 18621 members 
Mstep: Class 6 contains 26794 members 
Mstep: Class 7 contains 18789 members 
Mstep: Class 8 contains 128194 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359660 members 
Mstep: Class 15 contains 21044 members 
Mstep: Class 17 contains 16376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799092.000000 Penalty: 32744.896484
Iteration 134Q: 16 clusters Score -4.179909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 8227 members 
Mstep: Class 4 contains 18621 members 
Mstep: Class 6 contains 26794 members 
Mstep: Class 7 contains 18789 members 
Mstep: Class 8 contains 128194 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359660 members 
Mstep: Class 15 contains 21045 members 
Mstep: Class 17 contains 16376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799100.000000 Penalty: 32744.896484
Iteration 135Q: 16 clusters Score -4.17991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 1374 members 
Mstep: Class 3 contains 8227 members 
Mstep: Class 4 contains 18621 members 
Mstep: Class 6 contains 26794 members 
Mstep: Class 7 contains 18789 members 
Mstep: Class 8 contains 128194 members 
Mstep: Class 9 contains 14311 members 
Mstep: Class 10 contains 689 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 359660 members 
Mstep: Class 15 contains 21045 members 
Mstep: Class 17 contains 16376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799100.000000 Penalty: 32744.896484
Iteration 136F: 16 clusters Score -4.17991e+07 nChanged 0
Entering ConstructFrom: 
Score: -41799100.000000 Penalty: 32744.896484
Entering ConstructFrom: 
Trying to split cluster 1 (50068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Entering Unmasked Estep 
Score: -3218255.250000 Penalty: 1758.434814
	Iteration 0F: 2 clusters Score -3218255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3184884.500000 Penalty: 3516.869629
	Iteration 0F: 3 clusters Score -3184884 nChanged 23344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3198069.500000 Penalty: 3516.869629
	Iteration 1F: 3 clusters Score -3198070 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -3198619.750000 Penalty: 3516.869629
	Iteration 2Q: 3 clusters Score -3198620 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -3199333.750000 Penalty: 3516.869629
	Iteration 3Q: 3 clusters Score -3199334 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -3200225.500000 Penalty: 3516.869629
	Iteration 4Q: 3 clusters Score -3200226 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -3201564.250000 Penalty: 3516.869629
	Iteration 5F: 3 clusters Score -3201564 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3203461.500000 Penalty: 3516.869629
	Iteration 6F: 3 clusters Score -3203462 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -3205990.000000 Penalty: 3516.869629
	Iteration 7F: 3 clusters Score -3205990 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -3208799.500000 Penalty: 3516.869629
	Iteration 8F: 3 clusters Score -3208800 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -3211282.000000 Penalty: 3516.869629
	Iteration 9F: 3 clusters Score -3211282 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -3213256.000000 Penalty: 3516.869629
	Iteration 10Q: 3 clusters Score -3213256 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -3214534.500000 Penalty: 3516.869629
	Iteration 11Q: 3 clusters Score -3214534 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3215299.500000 Penalty: 3516.869629
	Iteration 12Q: 3 clusters Score -3215300 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3215774.750000 Penalty: 3516.869629
	Iteration 13Q: 3 clusters Score -3215775 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3216066.000000 Penalty: 3516.869629
	Iteration 14Q: 3 clusters Score -3216066 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3216255.000000 Penalty: 3516.869629
	Iteration 15Q: 3 clusters Score -3216255 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3216422.250000 Penalty: 3516.869629
	Iteration 16Q: 3 clusters Score -3216422 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3216544.500000 Penalty: 3516.869629
	Iteration 17Q: 3 clusters Score -3216544 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3216625.750000 Penalty: 3516.869629
	Iteration 18Q: 3 clusters Score -3216626 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3216694.000000 Penalty: 3516.869629
	Iteration 19Q: 3 clusters Score -3216694 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3216743.000000 Penalty: 3516.869629
	Iteration 20F: 3 clusters Score -3216743 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3216772.500000 Penalty: 3516.869629
	Iteration 21Q: 3 clusters Score -3216772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3216799.750000 Penalty: 3516.869629
	Iteration 22Q: 3 clusters Score -3216800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3216822.000000 Penalty: 3516.869629
	Iteration 23Q: 3 clusters Score -3216822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3216838.250000 Penalty: 3516.869629
	Iteration 24Q: 3 clusters Score -3216838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3216847.000000 Penalty: 3516.869629
	Iteration 25Q: 3 clusters Score -3216847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3216857.000000 Penalty: 3516.869629
	Iteration 26Q: 3 clusters Score -3216857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3216860.000000 Penalty: 3516.869629
	Iteration 27Q: 3 clusters Score -3216860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3216865.750000 Penalty: 3516.869629
	Iteration 28Q: 3 clusters Score -3216866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3216869.250000 Penalty: 3516.869629
	Iteration 29Q: 3 clusters Score -3216869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3216869.000000 Penalty: 3516.869629
	Iteration 30Q: 3 clusters Score -3216869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3216872.500000 Penalty: 3516.869629
	Iteration 31Q: 3 clusters Score -3216872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3216876.000000 Penalty: 3516.869629
	Iteration 32Q: 3 clusters Score -3216876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3216876.750000 Penalty: 3516.869629
	Iteration 33Q: 3 clusters Score -3216877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3216876.000000 Penalty: 3516.869629
	Iteration 34Q: 3 clusters Score -3216876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3216879.750000 Penalty: 3516.869629
	Iteration 35Q: 3 clusters Score -3216880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3216875.250000 Penalty: 3516.869629
	Iteration 36Q: 3 clusters Score -3216875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3216880.750000 Penalty: 3516.869629
	Iteration 37Q: 3 clusters Score -3216881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3216885.250000 Penalty: 3516.869629
	Iteration 38Q: 3 clusters Score -3216885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3216889.250000 Penalty: 3516.869629
	Iteration 39Q: 3 clusters Score -3216889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3216885.250000 Penalty: 3516.869629
	Iteration 40F: 3 clusters Score -3216885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3216889.750000 Penalty: 3516.869629
	Iteration 41Q: 3 clusters Score -3216890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3216891.500000 Penalty: 3516.869629
	Iteration 42Q: 3 clusters Score -3216892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3216896.000000 Penalty: 3516.869629
	Iteration 43Q: 3 clusters Score -3216896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3216894.250000 Penalty: 3516.869629
	Iteration 44Q: 3 clusters Score -3216894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3216893.000000 Penalty: 3516.869629
	Iteration 45Q: 3 clusters Score -3216893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3216893.000000 Penalty: 3516.869629
	Iteration 46F: 3 clusters Score -3216893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Entering Unmasked Estep 
Score: -86737.335938 Penalty: 1174.140747
	Iteration 0F: 2 clusters Score -86737.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -85034.539062 Penalty: 2348.281494
	Iteration 0F: 3 clusters Score -85034.54 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -85323.226562 Penalty: 2348.281494
	Iteration 1F: 3 clusters Score -85323.23 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -85391.390625 Penalty: 2348.281494
	Iteration 2F: 3 clusters Score -85391.39 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -85425.726562 Penalty: 2348.281494
	Iteration 3Q: 3 clusters Score -85425.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -85457.703125 Penalty: 2348.281494
	Iteration 4Q: 3 clusters Score -85457.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -85480.125000 Penalty: 2348.281494
	Iteration 5Q: 3 clusters Score -85480.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -85504.226562 Penalty: 2348.281494
	Iteration 6Q: 3 clusters Score -85504.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -85530.539062 Penalty: 2348.281494
	Iteration 7Q: 3 clusters Score -85530.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -85558.507812 Penalty: 2348.281494
	Iteration 8Q: 3 clusters Score -85558.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -85572.640625 Penalty: 2348.281494
	Iteration 9Q: 3 clusters Score -85572.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -85583.546875 Penalty: 2348.281494
	Iteration 10Q: 3 clusters Score -85583.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -85591.382812 Penalty: 2348.281494
	Iteration 11Q: 3 clusters Score -85591.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -85597.609375 Penalty: 2348.281494
	Iteration 12Q: 3 clusters Score -85597.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -85607.328125 Penalty: 2348.281494
	Iteration 13Q: 3 clusters Score -85607.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -85616.109375 Penalty: 2348.281494
	Iteration 14Q: 3 clusters Score -85616.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -85623.023438 Penalty: 2348.281494
	Iteration 15Q: 3 clusters Score -85623.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -85627.718750 Penalty: 2348.281494
	Iteration 16Q: 3 clusters Score -85627.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -85629.953125 Penalty: 2348.281494
	Iteration 17Q: 3 clusters Score -85629.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -85631.078125 Penalty: 2348.281494
	Iteration 18Q: 3 clusters Score -85631.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -85632.953125 Penalty: 2348.281494
	Iteration 19Q: 3 clusters Score -85632.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -85634.835938 Penalty: 2348.281494
	Iteration 20F: 3 clusters Score -85634.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -85636.210938 Penalty: 2348.281494
	Iteration 21Q: 3 clusters Score -85636.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -85637.570312 Penalty: 2348.281494
	Iteration 22Q: 3 clusters Score -85637.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -85637.570312 Penalty: 2348.281494
	Iteration 23F: 3 clusters Score -85637.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Entering Unmasked Estep 
Score: -519881.187500 Penalty: 1464.966187
	Iteration 0F: 2 clusters Score -519881.2 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 4067 members 
Entering Unmasked Estep 
Score: -513859.281250 Penalty: 2929.932373
	Iteration 0F: 3 clusters Score -513859.3 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -515720.375000 Penalty: 2929.932373
	Iteration 1F: 3 clusters Score -515720.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -516135.750000 Penalty: 2929.932373
	Iteration 2F: 3 clusters Score -516135.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -516719.906250 Penalty: 2929.932373
	Iteration 3F: 3 clusters Score -516719.9 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -517391.968750 Penalty: 2929.932373
	Iteration 4F: 3 clusters Score -517392 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -518012.656250 Penalty: 2929.932373
	Iteration 5F: 3 clusters Score -518012.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -518523.218750 Penalty: 2929.932373
	Iteration 6F: 3 clusters Score -518523.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -518904.625000 Penalty: 2929.932373
	Iteration 7F: 3 clusters Score -518904.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -519127.406250 Penalty: 2929.932373
	Iteration 8Q: 3 clusters Score -519127.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -519271.093750 Penalty: 2929.932373
	Iteration 9Q: 3 clusters Score -519271.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -519364.750000 Penalty: 2929.932373
	Iteration 10Q: 3 clusters Score -519364.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -519440.562500 Penalty: 2929.932373
	Iteration 11Q: 3 clusters Score -519440.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -519532.218750 Penalty: 2929.932373
	Iteration 12Q: 3 clusters Score -519532.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -519622.906250 Penalty: 2929.932373
	Iteration 13Q: 3 clusters Score -519622.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -519671.156250 Penalty: 2929.932373
	Iteration 14Q: 3 clusters Score -519671.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -519686.625000 Penalty: 2929.932373
	Iteration 15Q: 3 clusters Score -519686.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -519693.843750 Penalty: 2929.932373
	Iteration 16Q: 3 clusters Score -519693.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -519696.343750 Penalty: 2929.932373
	Iteration 17Q: 3 clusters Score -519696.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -519699.343750 Penalty: 2929.932373
	Iteration 18Q: 3 clusters Score -519699.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -519698.875000 Penalty: 2929.932373
	Iteration 19Q: 3 clusters Score -519698.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -519698.875000 Penalty: 2929.932373
	Iteration 20F: 3 clusters Score -519698.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Entering Unmasked Estep 
Score: -1126231.125000 Penalty: 1597.707397
	Iteration 0F: 2 clusters Score -1126231 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 9214 members 
Entering Unmasked Estep 
Score: -1113438.250000 Penalty: 3195.414795
	Iteration 0F: 3 clusters Score -1113438 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1118093.625000 Penalty: 3195.414795
	Iteration 1F: 3 clusters Score -1118094 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1118375.000000 Penalty: 3195.414795
	Iteration 2Q: 3 clusters Score -1118375 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1118667.625000 Penalty: 3195.414795
	Iteration 3Q: 3 clusters Score -1118668 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1119021.750000 Penalty: 3195.414795
	Iteration 4Q: 3 clusters Score -1119022 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1119514.000000 Penalty: 3195.414795
	Iteration 5Q: 3 clusters Score -1119514 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1120234.250000 Penalty: 3195.414795
	Iteration 6F: 3 clusters Score -1120234 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1121268.250000 Penalty: 3195.414795
	Iteration 7F: 3 clusters Score -1121268 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1122522.875000 Penalty: 3195.414795
	Iteration 8F: 3 clusters Score -1122523 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1123667.125000 Penalty: 3195.414795
	Iteration 9F: 3 clusters Score -1123667 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1124281.875000 Penalty: 3195.414795
	Iteration 10Q: 3 clusters Score -1124282 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1124558.375000 Penalty: 3195.414795
	Iteration 11Q: 3 clusters Score -1124558 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1124695.250000 Penalty: 3195.414795
	Iteration 12Q: 3 clusters Score -1124695 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1124739.375000 Penalty: 3195.414795
	Iteration 13Q: 3 clusters Score -1124739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1124756.875000 Penalty: 3195.414795
	Iteration 14Q: 3 clusters Score -1124757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1124763.875000 Penalty: 3195.414795
	Iteration 15Q: 3 clusters Score -1124764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1124771.500000 Penalty: 3195.414795
	Iteration 16Q: 3 clusters Score -1124772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1124777.000000 Penalty: 3195.414795
	Iteration 17Q: 3 clusters Score -1124777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1124782.000000 Penalty: 3195.414795
	Iteration 18Q: 3 clusters Score -1124782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1124784.750000 Penalty: 3195.414795
	Iteration 19Q: 3 clusters Score -1124785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1124787.000000 Penalty: 3195.414795
	Iteration 20F: 3 clusters Score -1124787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1124794.000000 Penalty: 3195.414795
	Iteration 21Q: 3 clusters Score -1124794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1124796.875000 Penalty: 3195.414795
	Iteration 22Q: 3 clusters Score -1124797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1124801.500000 Penalty: 3195.414795
	Iteration 23Q: 3 clusters Score -1124802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1124806.125000 Penalty: 3195.414795
	Iteration 24Q: 3 clusters Score -1124806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1124811.750000 Penalty: 3195.414795
	Iteration 25Q: 3 clusters Score -1124812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1124816.500000 Penalty: 3195.414795
	Iteration 26Q: 3 clusters Score -1124816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1124828.750000 Penalty: 3195.414795
	Iteration 27Q: 3 clusters Score -1124829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1124836.250000 Penalty: 3195.414795
	Iteration 28Q: 3 clusters Score -1124836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1124843.000000 Penalty: 3195.414795
	Iteration 29Q: 3 clusters Score -1124843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1124844.125000 Penalty: 3195.414795
	Iteration 30Q: 3 clusters Score -1124844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1124844.125000 Penalty: 3195.414795
	Iteration 31F: 3 clusters Score -1124844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Entering Unmasked Estep 
Score: -1712292.500000 Penalty: 1656.839111
	Iteration 0F: 2 clusters Score -1712292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1694266.875000 Penalty: 3313.678223
	Iteration 0F: 3 clusters Score -1694267 nChanged 12257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1701243.375000 Penalty: 3313.678223
	Iteration 1F: 3 clusters Score -1701243 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1701924.250000 Penalty: 3313.678223
	Iteration 2F: 3 clusters Score -1701924 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1702661.375000 Penalty: 3313.678223
	Iteration 3F: 3 clusters Score -1702661 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1703488.750000 Penalty: 3313.678223
	Iteration 4F: 3 clusters Score -1703489 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1704425.125000 Penalty: 3313.678223
	Iteration 5F: 3 clusters Score -1704425 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1705449.500000 Penalty: 3313.678223
	Iteration 6F: 3 clusters Score -1705450 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1706466.250000 Penalty: 3313.678223
	Iteration 7F: 3 clusters Score -1706466 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1707313.875000 Penalty: 3313.678223
	Iteration 8F: 3 clusters Score -1707314 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1707869.500000 Penalty: 3313.678223
	Iteration 9Q: 3 clusters Score -1707870 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1708146.625000 Penalty: 3313.678223
	Iteration 10Q: 3 clusters Score -1708147 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1708270.375000 Penalty: 3313.678223
	Iteration 11Q: 3 clusters Score -1708270 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1708337.750000 Penalty: 3313.678223
	Iteration 12Q: 3 clusters Score -1708338 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1708401.000000 Penalty: 3313.678223
	Iteration 13Q: 3 clusters Score -1708401 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1708454.750000 Penalty: 3313.678223
	Iteration 14Q: 3 clusters Score -1708455 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1708502.875000 Penalty: 3313.678223
	Iteration 15Q: 3 clusters Score -1708503 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1708557.875000 Penalty: 3313.678223
	Iteration 16Q: 3 clusters Score -1708558 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1708597.375000 Penalty: 3313.678223
	Iteration 17Q: 3 clusters Score -1708597 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1708635.875000 Penalty: 3313.678223
	Iteration 18Q: 3 clusters Score -1708636 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1708686.250000 Penalty: 3313.678223
	Iteration 19Q: 3 clusters Score -1708686 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1708734.375000 Penalty: 3313.678223
	Iteration 20F: 3 clusters Score -1708734 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1708776.625000 Penalty: 3313.678223
	Iteration 21Q: 3 clusters Score -1708777 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1708816.250000 Penalty: 3313.678223
	Iteration 22Q: 3 clusters Score -1708816 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1708857.750000 Penalty: 3313.678223
	Iteration 23Q: 3 clusters Score -1708858 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1708901.625000 Penalty: 3313.678223
	Iteration 24Q: 3 clusters Score -1708902 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1708935.375000 Penalty: 3313.678223
	Iteration 25Q: 3 clusters Score -1708935 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1708976.125000 Penalty: 3313.678223
	Iteration 26Q: 3 clusters Score -1708976 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1709024.875000 Penalty: 3313.678223
	Iteration 27Q: 3 clusters Score -1709025 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -1709076.125000 Penalty: 3313.678223
	Iteration 28Q: 3 clusters Score -1709076 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1709122.625000 Penalty: 3313.678223
	Iteration 29Q: 3 clusters Score -1709123 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -1709152.250000 Penalty: 3313.678223
	Iteration 30Q: 3 clusters Score -1709152 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1709188.375000 Penalty: 3313.678223
	Iteration 31Q: 3 clusters Score -1709188 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -1709223.875000 Penalty: 3313.678223
	Iteration 32Q: 3 clusters Score -1709224 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1709267.500000 Penalty: 3313.678223
	Iteration 33Q: 3 clusters Score -1709268 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -1709303.750000 Penalty: 3313.678223
	Iteration 34Q: 3 clusters Score -1709304 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -1709335.625000 Penalty: 3313.678223
	Iteration 35Q: 3 clusters Score -1709336 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -1709379.250000 Penalty: 3313.678223
	Iteration 36Q: 3 clusters Score -1709379 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -1709426.250000 Penalty: 3313.678223
	Iteration 37Q: 3 clusters Score -1709426 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -1709469.750000 Penalty: 3313.678223
	Iteration 38Q: 3 clusters Score -1709470 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -1709518.625000 Penalty: 3313.678223
	Iteration 39Q: 3 clusters Score -1709519 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -1709576.250000 Penalty: 3313.678223
	Iteration 40F: 3 clusters Score -1709576 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -1709617.000000 Penalty: 3313.678223
	Iteration 41Q: 3 clusters Score -1709617 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -1709653.375000 Penalty: 3313.678223
	Iteration 42Q: 3 clusters Score -1709653 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -1709689.625000 Penalty: 3313.678223
	Iteration 43Q: 3 clusters Score -1709690 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -1709731.000000 Penalty: 3313.678223
	Iteration 44Q: 3 clusters Score -1709731 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -1709777.750000 Penalty: 3313.678223
	Iteration 45Q: 3 clusters Score -1709778 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -1709809.375000 Penalty: 3313.678223
	Iteration 46Q: 3 clusters Score -1709809 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -1709852.750000 Penalty: 3313.678223
	Iteration 47Q: 3 clusters Score -1709853 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -1709888.125000 Penalty: 3313.678223
	Iteration 48Q: 3 clusters Score -1709888 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -1709930.625000 Penalty: 3313.678223
	Iteration 49Q: 3 clusters Score -1709931 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -1709973.875000 Penalty: 3313.678223
	Iteration 50Q: 3 clusters Score -1709974 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -1710021.000000 Penalty: 3313.678223
	Iteration 51Q: 3 clusters Score -1710021 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -1710060.000000 Penalty: 3313.678223
	Iteration 52Q: 3 clusters Score -1710060 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -1710113.250000 Penalty: 3313.678223
	Iteration 53Q: 3 clusters Score -1710113 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -1710162.750000 Penalty: 3313.678223
	Iteration 54Q: 3 clusters Score -1710163 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -1710215.375000 Penalty: 3313.678223
	Iteration 55Q: 3 clusters Score -1710215 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -1710263.250000 Penalty: 3313.678223
	Iteration 56Q: 3 clusters Score -1710263 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -1710315.125000 Penalty: 3313.678223
	Iteration 57Q: 3 clusters Score -1710315 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -1710359.375000 Penalty: 3313.678223
	Iteration 58Q: 3 clusters Score -1710359 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -1710400.625000 Penalty: 3313.678223
	Iteration 59Q: 3 clusters Score -1710401 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -1710450.625000 Penalty: 3313.678223
	Iteration 60F: 3 clusters Score -1710451 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -1710497.250000 Penalty: 3313.678223
	Iteration 61Q: 3 clusters Score -1710497 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -1710531.500000 Penalty: 3313.678223
	Iteration 62Q: 3 clusters Score -1710532 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -1710575.250000 Penalty: 3313.678223
	Iteration 63Q: 3 clusters Score -1710575 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -1710624.625000 Penalty: 3313.678223
	Iteration 64Q: 3 clusters Score -1710625 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -1710673.125000 Penalty: 3313.678223
	Iteration 65Q: 3 clusters Score -1710673 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -1710727.875000 Penalty: 3313.678223
	Iteration 66Q: 3 clusters Score -1710728 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -1710764.500000 Penalty: 3313.678223
	Iteration 67Q: 3 clusters Score -1710764 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -1710792.250000 Penalty: 3313.678223
	Iteration 68Q: 3 clusters Score -1710792 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -1710818.375000 Penalty: 3313.678223
	Iteration 69Q: 3 clusters Score -1710818 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -1710838.375000 Penalty: 3313.678223
	Iteration 70Q: 3 clusters Score -1710838 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -1710862.750000 Penalty: 3313.678223
	Iteration 71Q: 3 clusters Score -1710863 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -1710883.875000 Penalty: 3313.678223
	Iteration 72Q: 3 clusters Score -1710884 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -1710911.625000 Penalty: 3313.678223
	Iteration 73Q: 3 clusters Score -1710912 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -1710919.000000 Penalty: 3313.678223
	Iteration 74Q: 3 clusters Score -1710919 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -1710946.250000 Penalty: 3313.678223
	Iteration 75Q: 3 clusters Score -1710946 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -1710966.750000 Penalty: 3313.678223
	Iteration 76Q: 3 clusters Score -1710967 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -1710975.250000 Penalty: 3313.678223
	Iteration 77Q: 3 clusters Score -1710975 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -1710985.750000 Penalty: 3313.678223
	Iteration 78Q: 3 clusters Score -1710986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -1710999.250000 Penalty: 3313.678223
	Iteration 79Q: 3 clusters Score -1710999 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -1711009.375000 Penalty: 3313.678223
	Iteration 80F: 3 clusters Score -1711009 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -1711021.250000 Penalty: 3313.678223
	Iteration 81Q: 3 clusters Score -1711021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -1711025.500000 Penalty: 3313.678223
	Iteration 82Q: 3 clusters Score -1711026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -1711033.500000 Penalty: 3313.678223
	Iteration 83Q: 3 clusters Score -1711034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -1711041.750000 Penalty: 3313.678223
	Iteration 84Q: 3 clusters Score -1711042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -1711049.500000 Penalty: 3313.678223
	Iteration 85Q: 3 clusters Score -1711050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -1711050.500000 Penalty: 3313.678223
	Iteration 86Q: 3 clusters Score -1711050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -1711054.875000 Penalty: 3313.678223
	Iteration 87Q: 3 clusters Score -1711055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -1711057.875000 Penalty: 3313.678223
	Iteration 88Q: 3 clusters Score -1711058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -1711058.750000 Penalty: 3313.678223
	Iteration 89Q: 3 clusters Score -1711059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -1711062.000000 Penalty: 3313.678223
	Iteration 90Q: 3 clusters Score -1711062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -1711062.750000 Penalty: 3313.678223
	Iteration 91Q: 3 clusters Score -1711063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -1711069.625000 Penalty: 3313.678223
	Iteration 92Q: 3 clusters Score -1711070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -1711071.000000 Penalty: 3313.678223
	Iteration 93Q: 3 clusters Score -1711071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -1711074.000000 Penalty: 3313.678223
	Iteration 94Q: 3 clusters Score -1711074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -1711073.125000 Penalty: 3313.678223
	Iteration 95Q: 3 clusters Score -1711073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -1711075.000000 Penalty: 3313.678223
	Iteration 96Q: 3 clusters Score -1711075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -1711075.875000 Penalty: 3313.678223
	Iteration 97Q: 3 clusters Score -1711076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -1711079.375000 Penalty: 3313.678223
	Iteration 98Q: 3 clusters Score -1711079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -1711078.125000 Penalty: 3313.678223
	Iteration 99Q: 3 clusters Score -1711078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -1711080.625000 Penalty: 3313.678223
	Iteration 100F: 3 clusters Score -1711081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -1711081.750000 Penalty: 3313.678223
	Iteration 101Q: 3 clusters Score -1711082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -1711083.750000 Penalty: 3313.678223
	Iteration 102Q: 3 clusters Score -1711084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -1711087.000000 Penalty: 3313.678223
	Iteration 103Q: 3 clusters Score -1711087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -1711086.875000 Penalty: 3313.678223
	Iteration 104Q: 3 clusters Score -1711087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -1711086.375000 Penalty: 3313.678223
	Iteration 105Q: 3 clusters Score -1711086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -1711087.250000 Penalty: 3313.678223
	Iteration 106Q: 3 clusters Score -1711087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -1711088.125000 Penalty: 3313.678223
	Iteration 107Q: 3 clusters Score -1711088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -1711088.125000 Penalty: 3313.678223
	Iteration 108F: 3 clusters Score -1711088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Entering Unmasked Estep 
Score: -1207929.375000 Penalty: 1599.166870
	Iteration 0F: 2 clusters Score -1207929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1195074.250000 Penalty: 3198.333740
	Iteration 0F: 3 clusters Score -1195074 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1199651.125000 Penalty: 3198.333740
	Iteration 1F: 3 clusters Score -1199651 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1199968.500000 Penalty: 3198.333740
	Iteration 2Q: 3 clusters Score -1199968 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1200225.375000 Penalty: 3198.333740
	Iteration 3Q: 3 clusters Score -1200225 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1200466.125000 Penalty: 3198.333740
	Iteration 4Q: 3 clusters Score -1200466 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1200730.625000 Penalty: 3198.333740
	Iteration 5Q: 3 clusters Score -1200731 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1201048.375000 Penalty: 3198.333740
	Iteration 6Q: 3 clusters Score -1201048 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1201466.125000 Penalty: 3198.333740
	Iteration 7Q: 3 clusters Score -1201466 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1201998.625000 Penalty: 3198.333740
	Iteration 8Q: 3 clusters Score -1201999 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1202654.500000 Penalty: 3198.333740
	Iteration 9F: 3 clusters Score -1202654 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1203361.750000 Penalty: 3198.333740
	Iteration 10F: 3 clusters Score -1203362 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1204068.750000 Penalty: 3198.333740
	Iteration 11Q: 3 clusters Score -1204069 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1204628.375000 Penalty: 3198.333740
	Iteration 12Q: 3 clusters Score -1204628 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1205017.375000 Penalty: 3198.333740
	Iteration 13Q: 3 clusters Score -1205017 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1205243.500000 Penalty: 3198.333740
	Iteration 14Q: 3 clusters Score -1205244 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1205391.625000 Penalty: 3198.333740
	Iteration 15Q: 3 clusters Score -1205392 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1205499.375000 Penalty: 3198.333740
	Iteration 16Q: 3 clusters Score -1205499 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1205595.000000 Penalty: 3198.333740
	Iteration 17Q: 3 clusters Score -1205595 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1205690.625000 Penalty: 3198.333740
	Iteration 18Q: 3 clusters Score -1205691 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1205765.500000 Penalty: 3198.333740
	Iteration 19Q: 3 clusters Score -1205766 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1205829.625000 Penalty: 3198.333740
	Iteration 20F: 3 clusters Score -1205830 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1205886.625000 Penalty: 3198.333740
	Iteration 21Q: 3 clusters Score -1205887 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1205935.250000 Penalty: 3198.333740
	Iteration 22Q: 3 clusters Score -1205935 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1205967.500000 Penalty: 3198.333740
	Iteration 23Q: 3 clusters Score -1205968 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1205983.750000 Penalty: 3198.333740
	Iteration 24Q: 3 clusters Score -1205984 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1206002.500000 Penalty: 3198.333740
	Iteration 25Q: 3 clusters Score -1206002 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1206015.375000 Penalty: 3198.333740
	Iteration 26Q: 3 clusters Score -1206015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1206023.500000 Penalty: 3198.333740
	Iteration 27Q: 3 clusters Score -1206024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1206031.125000 Penalty: 3198.333740
	Iteration 28Q: 3 clusters Score -1206031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1206037.625000 Penalty: 3198.333740
	Iteration 29Q: 3 clusters Score -1206038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1206052.250000 Penalty: 3198.333740
	Iteration 30Q: 3 clusters Score -1206052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1206059.750000 Penalty: 3198.333740
	Iteration 31Q: 3 clusters Score -1206060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1206065.125000 Penalty: 3198.333740
	Iteration 32Q: 3 clusters Score -1206065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1206076.500000 Penalty: 3198.333740
	Iteration 33Q: 3 clusters Score -1206076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1206080.375000 Penalty: 3198.333740
	Iteration 34Q: 3 clusters Score -1206080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1206087.750000 Penalty: 3198.333740
	Iteration 35Q: 3 clusters Score -1206088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1206095.000000 Penalty: 3198.333740
	Iteration 36Q: 3 clusters Score -1206095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1206102.625000 Penalty: 3198.333740
	Iteration 37Q: 3 clusters Score -1206103 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1206111.750000 Penalty: 3198.333740
	Iteration 38Q: 3 clusters Score -1206112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1206121.375000 Penalty: 3198.333740
	Iteration 39Q: 3 clusters Score -1206121 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1206130.625000 Penalty: 3198.333740
	Iteration 40F: 3 clusters Score -1206131 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1206137.625000 Penalty: 3198.333740
	Iteration 41Q: 3 clusters Score -1206138 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1206149.875000 Penalty: 3198.333740
	Iteration 42Q: 3 clusters Score -1206150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1206164.625000 Penalty: 3198.333740
	Iteration 43Q: 3 clusters Score -1206165 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1206179.875000 Penalty: 3198.333740
	Iteration 44Q: 3 clusters Score -1206180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1206193.375000 Penalty: 3198.333740
	Iteration 45Q: 3 clusters Score -1206193 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1206204.625000 Penalty: 3198.333740
	Iteration 46Q: 3 clusters Score -1206205 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1206223.750000 Penalty: 3198.333740
	Iteration 47Q: 3 clusters Score -1206224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1206237.500000 Penalty: 3198.333740
	Iteration 48Q: 3 clusters Score -1206238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1206250.875000 Penalty: 3198.333740
	Iteration 49Q: 3 clusters Score -1206251 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1206259.125000 Penalty: 3198.333740
	Iteration 50Q: 3 clusters Score -1206259 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1206267.125000 Penalty: 3198.333740
	Iteration 51Q: 3 clusters Score -1206267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1206273.500000 Penalty: 3198.333740
	Iteration 52Q: 3 clusters Score -1206274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1206282.125000 Penalty: 3198.333740
	Iteration 53Q: 3 clusters Score -1206282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1206285.500000 Penalty: 3198.333740
	Iteration 54Q: 3 clusters Score -1206286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1206288.250000 Penalty: 3198.333740
	Iteration 55Q: 3 clusters Score -1206288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1206290.750000 Penalty: 3198.333740
	Iteration 56Q: 3 clusters Score -1206291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1206299.125000 Penalty: 3198.333740
	Iteration 57Q: 3 clusters Score -1206299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1206302.750000 Penalty: 3198.333740
	Iteration 58Q: 3 clusters Score -1206303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1206310.375000 Penalty: 3198.333740
	Iteration 59Q: 3 clusters Score -1206310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1206313.625000 Penalty: 3198.333740
	Iteration 60F: 3 clusters Score -1206314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1206322.250000 Penalty: 3198.333740
	Iteration 61Q: 3 clusters Score -1206322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1206330.375000 Penalty: 3198.333740
	Iteration 62Q: 3 clusters Score -1206330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1206334.125000 Penalty: 3198.333740
	Iteration 63Q: 3 clusters Score -1206334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1206334.250000 Penalty: 3198.333740
	Iteration 64Q: 3 clusters Score -1206334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1206336.875000 Penalty: 3198.333740
	Iteration 65Q: 3 clusters Score -1206337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1206339.500000 Penalty: 3198.333740
	Iteration 66Q: 3 clusters Score -1206340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1206340.500000 Penalty: 3198.333740
	Iteration 67Q: 3 clusters Score -1206340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1206346.625000 Penalty: 3198.333740
	Iteration 68Q: 3 clusters Score -1206347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1206348.250000 Penalty: 3198.333740
	Iteration 69Q: 3 clusters Score -1206348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1206349.000000 Penalty: 3198.333740
	Iteration 70Q: 3 clusters Score -1206349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1206348.250000 Penalty: 3198.333740
	Iteration 71Q: 3 clusters Score -1206348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1206351.250000 Penalty: 3198.333740
	Iteration 72Q: 3 clusters Score -1206351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1206358.375000 Penalty: 3198.333740
	Iteration 73Q: 3 clusters Score -1206358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1206365.500000 Penalty: 3198.333740
	Iteration 74Q: 3 clusters Score -1206366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1206367.500000 Penalty: 3198.333740
	Iteration 75Q: 3 clusters Score -1206368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1206373.125000 Penalty: 3198.333740
	Iteration 76Q: 3 clusters Score -1206373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1206374.750000 Penalty: 3198.333740
	Iteration 77Q: 3 clusters Score -1206375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1206380.000000 Penalty: 3198.333740
	Iteration 78Q: 3 clusters Score -1206380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1206382.250000 Penalty: 3198.333740
	Iteration 79Q: 3 clusters Score -1206382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1206382.875000 Penalty: 3198.333740
	Iteration 80F: 3 clusters Score -1206383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1206383.250000 Penalty: 3198.333740
	Iteration 81Q: 3 clusters Score -1206383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1206385.250000 Penalty: 3198.333740
	Iteration 82Q: 3 clusters Score -1206385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1206387.500000 Penalty: 3198.333740
	Iteration 83Q: 3 clusters Score -1206388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1206392.750000 Penalty: 3198.333740
	Iteration 84Q: 3 clusters Score -1206393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1206399.625000 Penalty: 3198.333740
	Iteration 85Q: 3 clusters Score -1206400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1206402.750000 Penalty: 3198.333740
	Iteration 86Q: 3 clusters Score -1206403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1206403.000000 Penalty: 3198.333740
	Iteration 87Q: 3 clusters Score -1206403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1206403.500000 Penalty: 3198.333740
	Iteration 88Q: 3 clusters Score -1206404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1206404.500000 Penalty: 3198.333740
	Iteration 89Q: 3 clusters Score -1206404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1206407.625000 Penalty: 3198.333740
	Iteration 90Q: 3 clusters Score -1206408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1206406.375000 Penalty: 3198.333740
	Iteration 91Q: 3 clusters Score -1206406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1206410.750000 Penalty: 3198.333740
	Iteration 92Q: 3 clusters Score -1206411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1206414.625000 Penalty: 3198.333740
	Iteration 93Q: 3 clusters Score -1206415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1206415.625000 Penalty: 3198.333740
	Iteration 94Q: 3 clusters Score -1206416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1206416.250000 Penalty: 3198.333740
	Iteration 95Q: 3 clusters Score -1206416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1206418.625000 Penalty: 3198.333740
	Iteration 96Q: 3 clusters Score -1206419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1206419.000000 Penalty: 3198.333740
	Iteration 97Q: 3 clusters Score -1206419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1206419.750000 Penalty: 3198.333740
	Iteration 98Q: 3 clusters Score -1206420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1206417.625000 Penalty: 3198.333740
	Iteration 99Q: 3 clusters Score -1206418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1206420.875000 Penalty: 3198.333740
	Iteration 100F: 3 clusters Score -1206421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1206422.000000 Penalty: 3198.333740
	Iteration 101Q: 3 clusters Score -1206422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1206423.125000 Penalty: 3198.333740
	Iteration 102Q: 3 clusters Score -1206423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1206422.625000 Penalty: 3198.333740
	Iteration 103Q: 3 clusters Score -1206423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1206424.375000 Penalty: 3198.333740
	Iteration 104Q: 3 clusters Score -1206424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1206426.375000 Penalty: 3198.333740
	Iteration 105Q: 3 clusters Score -1206426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1206427.500000 Penalty: 3198.333740
	Iteration 106Q: 3 clusters Score -1206428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1206428.000000 Penalty: 3198.333740
	Iteration 107Q: 3 clusters Score -1206428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1206428.125000 Penalty: 3198.333740
	Iteration 108Q: 3 clusters Score -1206428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1206426.375000 Penalty: 3198.333740
	Iteration 109Q: 3 clusters Score -1206426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1206430.375000 Penalty: 3198.333740
	Iteration 110Q: 3 clusters Score -1206430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1206433.000000 Penalty: 3198.333740
	Iteration 111Q: 3 clusters Score -1206433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1206436.875000 Penalty: 3198.333740
	Iteration 112Q: 3 clusters Score -1206437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1206436.875000 Penalty: 3198.333740
	Iteration 113Q: 3 clusters Score -1206437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1206436.625000 Penalty: 3198.333740
	Iteration 114Q: 3 clusters Score -1206437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1206436.625000 Penalty: 3198.333740
	Iteration 115F: 3 clusters Score -1206437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (128194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128194 members 
Entering Unmasked Estep 
Score: -8211434.500000 Penalty: 1911.211304
	Iteration 0F: 2 clusters Score -8211434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64467 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
Score: -8125380.000000 Penalty: 3822.422607
	Iteration 0F: 3 clusters Score -8125380 nChanged 61515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69466 members 
Mstep: Class 2 contains 58728 members 
Entering Unmasked Estep 
Score: -8161586.500000 Penalty: 3822.422607
	Iteration 1F: 3 clusters Score -8161586 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72495 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -8162791.000000 Penalty: 3822.422607
	Iteration 2Q: 3 clusters Score -8162791 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77262 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -8165013.500000 Penalty: 3822.422607
	Iteration 3Q: 3 clusters Score -8165014 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84410 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -8169316.500000 Penalty: 3822.422607
	Iteration 4F: 3 clusters Score -8169316 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94537 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -8177157.000000 Penalty: 3822.422607
	Iteration 5F: 3 clusters Score -8177157 nChanged 12246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106783 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -8188552.000000 Penalty: 3822.422607
	Iteration 6F: 3 clusters Score -8188552 nChanged 11002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117785 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -8199785.000000 Penalty: 3822.422607
	Iteration 7F: 3 clusters Score -8199785 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124331 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -8206302.000000 Penalty: 3822.422607
	Iteration 8F: 3 clusters Score -8206302 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126845 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8208684.500000 Penalty: 3822.422607
	Iteration 9Q: 3 clusters Score -8208684 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127585 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8209378.500000 Penalty: 3822.422607
	Iteration 10Q: 3 clusters Score -8209378 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127776 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8209578.000000 Penalty: 3822.422607
	Iteration 11Q: 3 clusters Score -8209578 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127847 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8209680.500000 Penalty: 3822.422607
	Iteration 12Q: 3 clusters Score -8209680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127869 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8209732.500000 Penalty: 3822.422607
	Iteration 13Q: 3 clusters Score -8209732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127878 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8209753.500000 Penalty: 3822.422607
	Iteration 14Q: 3 clusters Score -8209754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127889 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8209772.000000 Penalty: 3822.422607
	Iteration 15Q: 3 clusters Score -8209772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127894 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8209786.000000 Penalty: 3822.422607
	Iteration 16Q: 3 clusters Score -8209786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127890 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8209790.000000 Penalty: 3822.422607
	Iteration 17Q: 3 clusters Score -8209790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127891 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8209799.500000 Penalty: 3822.422607
	Iteration 18Q: 3 clusters Score -8209800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127895 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8209816.000000 Penalty: 3822.422607
	Iteration 19Q: 3 clusters Score -8209816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127895 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8209827.500000 Penalty: 3822.422607
	Iteration 20F: 3 clusters Score -8209828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127897 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8209829.000000 Penalty: 3822.422607
	Iteration 21Q: 3 clusters Score -8209829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127902 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8209842.000000 Penalty: 3822.422607
	Iteration 22Q: 3 clusters Score -8209842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127902 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8209843.500000 Penalty: 3822.422607
	Iteration 23Q: 3 clusters Score -8209844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127903 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8209848.000000 Penalty: 3822.422607
	Iteration 24Q: 3 clusters Score -8209848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127904 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8209845.000000 Penalty: 3822.422607
	Iteration 25Q: 3 clusters Score -8209845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127904 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8209845.000000 Penalty: 3822.422607
	Iteration 26F: 3 clusters Score -8209845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Entering Unmasked Estep 
Score: -926149.500000 Penalty: 1554.927368
	Iteration 0F: 2 clusters Score -926149.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -916243.875000 Penalty: 3109.854736
	Iteration 0F: 3 clusters Score -916243.9 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -919560.062500 Penalty: 3109.854736
	Iteration 1F: 3 clusters Score -919560.1 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -920031.625000 Penalty: 3109.854736
	Iteration 2F: 3 clusters Score -920031.6 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -920715.312500 Penalty: 3109.854736
	Iteration 3F: 3 clusters Score -920715.3 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -921716.250000 Penalty: 3109.854736
	Iteration 4F: 3 clusters Score -921716.2 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -922956.000000 Penalty: 3109.854736
	Iteration 5F: 3 clusters Score -922956 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -924078.625000 Penalty: 3109.854736
	Iteration 6F: 3 clusters Score -924078.6 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -924917.187500 Penalty: 3109.854736
	Iteration 7F: 3 clusters Score -924917.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -925324.375000 Penalty: 3109.854736
	Iteration 8Q: 3 clusters Score -925324.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -925450.250000 Penalty: 3109.854736
	Iteration 9Q: 3 clusters Score -925450.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -925495.187500 Penalty: 3109.854736
	Iteration 10Q: 3 clusters Score -925495.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -925521.000000 Penalty: 3109.854736
	Iteration 11Q: 3 clusters Score -925521 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -925537.937500 Penalty: 3109.854736
	Iteration 12Q: 3 clusters Score -925537.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -925550.187500 Penalty: 3109.854736
	Iteration 13Q: 3 clusters Score -925550.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -925559.187500 Penalty: 3109.854736
	Iteration 14Q: 3 clusters Score -925559.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -925563.562500 Penalty: 3109.854736
	Iteration 15Q: 3 clusters Score -925563.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -925569.875000 Penalty: 3109.854736
	Iteration 16Q: 3 clusters Score -925569.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -925570.187500 Penalty: 3109.854736
	Iteration 17Q: 3 clusters Score -925570.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -925571.687500 Penalty: 3109.854736
	Iteration 18Q: 3 clusters Score -925571.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -925576.312500 Penalty: 3109.854736
	Iteration 19Q: 3 clusters Score -925576.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -925578.562500 Penalty: 3109.854736
	Iteration 20F: 3 clusters Score -925578.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -925579.062500 Penalty: 3109.854736
	Iteration 21Q: 3 clusters Score -925579.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -925581.125000 Penalty: 3109.854736
	Iteration 22Q: 3 clusters Score -925581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -925582.375000 Penalty: 3109.854736
	Iteration 23Q: 3 clusters Score -925582.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -925583.750000 Penalty: 3109.854736
	Iteration 24Q: 3 clusters Score -925583.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -925583.812500 Penalty: 3109.854736
	Iteration 25Q: 3 clusters Score -925583.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -925583.625000 Penalty: 3109.854736
	Iteration 26Q: 3 clusters Score -925583.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -925582.125000 Penalty: 3109.854736
	Iteration 27Q: 3 clusters Score -925582.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -925581.625000 Penalty: 3109.854736
	Iteration 28Q: 3 clusters Score -925581.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -925582.875000 Penalty: 3109.854736
	Iteration 29Q: 3 clusters Score -925582.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -925582.000000 Penalty: 3109.854736
	Iteration 30Q: 3 clusters Score -925582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -925583.375000 Penalty: 3109.854736
	Iteration 31Q: 3 clusters Score -925583.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -925583.375000 Penalty: 3109.854736
	Iteration 32F: 3 clusters Score -925583.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -43058.179688 Penalty: 1061.976685
	Iteration 0F: 2 clusters Score -43058.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -41831.109375 Penalty: 2123.953369
	Iteration 0F: 3 clusters Score -41831.11 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -41999.894531 Penalty: 2123.953369
	Iteration 1F: 3 clusters Score -41999.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -42052.507812 Penalty: 2123.953369
	Iteration 2F: 3 clusters Score -42052.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -42084.652344 Penalty: 2123.953369
	Iteration 3Q: 3 clusters Score -42084.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -42098.089844 Penalty: 2123.953369
	Iteration 4Q: 3 clusters Score -42098.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -42104.097656 Penalty: 2123.953369
	Iteration 5Q: 3 clusters Score -42104.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -42107.230469 Penalty: 2123.953369
	Iteration 6Q: 3 clusters Score -42107.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -42108.734375 Penalty: 2123.953369
	Iteration 7Q: 3 clusters Score -42108.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -42110.214844 Penalty: 2123.953369
	Iteration 8Q: 3 clusters Score -42110.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -42112.667969 Penalty: 2123.953369
	Iteration 9Q: 3 clusters Score -42112.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -42115.195312 Penalty: 2123.953369
	Iteration 10Q: 3 clusters Score -42115.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -42118.582031 Penalty: 2123.953369
	Iteration 11Q: 3 clusters Score -42118.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -42118.582031 Penalty: 2123.953369
	Iteration 12F: 3 clusters Score -42118.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Entering Unmasked Estep 
Score: -888793.625000 Penalty: 1547.516479
	Iteration 0F: 2 clusters Score -888793.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -879241.437500 Penalty: 3095.032959
	Iteration 0F: 3 clusters Score -879241.4 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -882483.562500 Penalty: 3095.032959
	Iteration 1F: 3 clusters Score -882483.6 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -882822.875000 Penalty: 3095.032959
	Iteration 2F: 3 clusters Score -882822.9 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -883229.125000 Penalty: 3095.032959
	Iteration 3F: 3 clusters Score -883229.1 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -883808.375000 Penalty: 3095.032959
	Iteration 4F: 3 clusters Score -883808.4 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -884604.875000 Penalty: 3095.032959
	Iteration 5F: 3 clusters Score -884604.9 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -885479.875000 Penalty: 3095.032959
	Iteration 6F: 3 clusters Score -885479.9 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -886207.250000 Penalty: 3095.032959
	Iteration 7F: 3 clusters Score -886207.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -886782.250000 Penalty: 3095.032959
	Iteration 8Q: 3 clusters Score -886782.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -887134.125000 Penalty: 3095.032959
	Iteration 9Q: 3 clusters Score -887134.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -887326.625000 Penalty: 3095.032959
	Iteration 10Q: 3 clusters Score -887326.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -887430.375000 Penalty: 3095.032959
	Iteration 11Q: 3 clusters Score -887430.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -887488.812500 Penalty: 3095.032959
	Iteration 12Q: 3 clusters Score -887488.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -887517.687500 Penalty: 3095.032959
	Iteration 13Q: 3 clusters Score -887517.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -887536.250000 Penalty: 3095.032959
	Iteration 14Q: 3 clusters Score -887536.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -887549.437500 Penalty: 3095.032959
	Iteration 15Q: 3 clusters Score -887549.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -887558.937500 Penalty: 3095.032959
	Iteration 16Q: 3 clusters Score -887558.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -887561.562500 Penalty: 3095.032959
	Iteration 17Q: 3 clusters Score -887561.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -887562.375000 Penalty: 3095.032959
	Iteration 18Q: 3 clusters Score -887562.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -887562.437500 Penalty: 3095.032959
	Iteration 19Q: 3 clusters Score -887562.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -887565.937500 Penalty: 3095.032959
	Iteration 20F: 3 clusters Score -887565.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -887567.875000 Penalty: 3095.032959
	Iteration 21Q: 3 clusters Score -887567.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -887570.187500 Penalty: 3095.032959
	Iteration 22Q: 3 clusters Score -887570.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -887573.187500 Penalty: 3095.032959
	Iteration 23Q: 3 clusters Score -887573.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -887573.062500 Penalty: 3095.032959
	Iteration 24Q: 3 clusters Score -887573.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -887573.687500 Penalty: 3095.032959
	Iteration 25Q: 3 clusters Score -887573.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -887577.375000 Penalty: 3095.032959
	Iteration 26Q: 3 clusters Score -887577.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -887580.312500 Penalty: 3095.032959
	Iteration 27Q: 3 clusters Score -887580.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -887580.812500 Penalty: 3095.032959
	Iteration 28Q: 3 clusters Score -887580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -887582.750000 Penalty: 3095.032959
	Iteration 29Q: 3 clusters Score -887582.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -887582.750000 Penalty: 3095.032959
	Iteration 30F: 3 clusters Score -887582.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -57816.468750 Penalty: 1114.687378
	Iteration 0F: 2 clusters Score -57816.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -56400.039062 Penalty: 2229.374756
	Iteration 0F: 3 clusters Score -56400.04 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -56621.804688 Penalty: 2229.374756
	Iteration 1F: 3 clusters Score -56621.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -56673.445312 Penalty: 2229.374756
	Iteration 2F: 3 clusters Score -56673.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -56700.347656 Penalty: 2229.374756
	Iteration 3Q: 3 clusters Score -56700.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -56728.445312 Penalty: 2229.374756
	Iteration 4Q: 3 clusters Score -56728.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -56734.136719 Penalty: 2229.374756
	Iteration 5Q: 3 clusters Score -56734.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -56738.292969 Penalty: 2229.374756
	Iteration 6Q: 3 clusters Score -56738.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -56739.667969 Penalty: 2229.374756
	Iteration 7Q: 3 clusters Score -56739.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -56742.464844 Penalty: 2229.374756
	Iteration 8Q: 3 clusters Score -56742.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -56744.187500 Penalty: 2229.374756
	Iteration 9Q: 3 clusters Score -56744.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -56744.777344 Penalty: 2229.374756
	Iteration 10Q: 3 clusters Score -56744.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -56745.148438 Penalty: 2229.374756
	Iteration 11Q: 3 clusters Score -56745.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -56745.148438 Penalty: 2229.374756
	Iteration 12F: 3 clusters Score -56745.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Entering Unmasked Estep 
Score: -221411.406250 Penalty: 1344.375732
	Iteration 0F: 2 clusters Score -221411.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -218139.484375 Penalty: 2688.751465
	Iteration 0F: 3 clusters Score -218139.5 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -218975.062500 Penalty: 2688.751465
	Iteration 1F: 3 clusters Score -218975.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -219219.625000 Penalty: 2688.751465
	Iteration 2F: 3 clusters Score -219219.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -219490.609375 Penalty: 2688.751465
	Iteration 3F: 3 clusters Score -219490.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -219833.359375 Penalty: 2688.751465
	Iteration 4F: 3 clusters Score -219833.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -220276.703125 Penalty: 2688.751465
	Iteration 5F: 3 clusters Score -220276.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -220685.625000 Penalty: 2688.751465
	Iteration 6F: 3 clusters Score -220685.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -220950.078125 Penalty: 2688.751465
	Iteration 7F: 3 clusters Score -220950.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -221070.484375 Penalty: 2688.751465
	Iteration 8Q: 3 clusters Score -221070.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -221111.890625 Penalty: 2688.751465
	Iteration 9Q: 3 clusters Score -221111.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -221126.187500 Penalty: 2688.751465
	Iteration 10Q: 3 clusters Score -221126.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -221132.390625 Penalty: 2688.751465
	Iteration 11Q: 3 clusters Score -221132.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -221136.156250 Penalty: 2688.751465
	Iteration 12Q: 3 clusters Score -221136.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -221136.578125 Penalty: 2688.751465
	Iteration 13Q: 3 clusters Score -221136.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -221136.578125 Penalty: 2688.751465
	Iteration 14F: 3 clusters Score -221136.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (359660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359660 members 
Entering Unmasked Estep 
Score: -22324252.000000 Penalty: 2078.848633
	Iteration 0F: 2 clusters Score -2.232425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180366 members 
Mstep: Class 2 contains 179294 members 
Entering Unmasked Estep 
Score: -22081322.000000 Penalty: 4157.697266
	Iteration 0F: 3 clusters Score -2.208132e+07 nChanged 175629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193435 members 
Mstep: Class 2 contains 166225 members 
Entering Unmasked Estep 
Score: -22187930.000000 Penalty: 4157.697266
	Iteration 1F: 3 clusters Score -2.218793e+07 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201713 members 
Mstep: Class 2 contains 157947 members 
Entering Unmasked Estep 
Score: -22190748.000000 Penalty: 4157.697266
	Iteration 2Q: 3 clusters Score -2.219075e+07 nChanged 14303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214632 members 
Mstep: Class 2 contains 145028 members 
Entering Unmasked Estep 
Score: -22196352.000000 Penalty: 4157.697266
	Iteration 3Q: 3 clusters Score -2.219635e+07 nChanged 19864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233952 members 
Mstep: Class 2 contains 125708 members 
Entering Unmasked Estep 
Score: -22207260.000000 Penalty: 4157.697266
	Iteration 4F: 3 clusters Score -2.220726e+07 nChanged 27213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260987 members 
Mstep: Class 2 contains 98673 members 
Entering Unmasked Estep 
Score: -22227474.000000 Penalty: 4157.697266
	Iteration 5F: 3 clusters Score -2.222747e+07 nChanged 32464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293421 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -22256478.000000 Penalty: 4157.697266
	Iteration 6F: 3 clusters Score -2.225648e+07 nChanged 30114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323533 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -22286468.000000 Penalty: 4157.697266
	Iteration 7F: 3 clusters Score -2.228647e+07 nChanged 20694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344227 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -22307516.000000 Penalty: 4157.697266
	Iteration 8F: 3 clusters Score -2.230752e+07 nChanged 10328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354555 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -22317730.000000 Penalty: 4157.697266
	Iteration 9Q: 3 clusters Score -2.231773e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358269 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -22321120.000000 Penalty: 4157.697266
	Iteration 10Q: 3 clusters Score -2.232112e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359227 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -22322052.000000 Penalty: 4157.697266
	Iteration 11Q: 3 clusters Score -2.232205e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359440 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -22322286.000000 Penalty: 4157.697266
	Iteration 12Q: 3 clusters Score -2.232229e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359485 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22322360.000000 Penalty: 4157.697266
	Iteration 13Q: 3 clusters Score -2.232236e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359504 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22322402.000000 Penalty: 4157.697266
	Iteration 14Q: 3 clusters Score -2.23224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359511 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22322394.000000 Penalty: 4157.697266
	Iteration 15Q: 3 clusters Score -2.232239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359515 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22322406.000000 Penalty: 4157.697266
	Iteration 16Q: 3 clusters Score -2.232241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359515 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22322406.000000 Penalty: 4157.697266
	Iteration 17Q: 3 clusters Score -2.232241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359514 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22322406.000000 Penalty: 4157.697266
	Iteration 18Q: 3 clusters Score -2.232241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359514 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22322406.000000 Penalty: 4157.697266
	Iteration 19F: 3 clusters Score -2.232241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Entering Unmasked Estep 
Score: -1333315.000000 Penalty: 1617.592896
	Iteration 0F: 2 clusters Score -1333315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1318971.500000 Penalty: 3235.185791
	Iteration 0F: 3 clusters Score -1318972 nChanged 9576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1324261.875000 Penalty: 3235.185791
	Iteration 1F: 3 clusters Score -1324262 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1324830.625000 Penalty: 3235.185791
	Iteration 2F: 3 clusters Score -1324831 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1325499.250000 Penalty: 3235.185791
	Iteration 3F: 3 clusters Score -1325499 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1326188.125000 Penalty: 3235.185791
	Iteration 4F: 3 clusters Score -1326188 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1326944.500000 Penalty: 3235.185791
	Iteration 5F: 3 clusters Score -1326944 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1327742.625000 Penalty: 3235.185791
	Iteration 6F: 3 clusters Score -1327743 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1328518.125000 Penalty: 3235.185791
	Iteration 7F: 3 clusters Score -1328518 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1329202.375000 Penalty: 3235.185791
	Iteration 8F: 3 clusters Score -1329202 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1329820.000000 Penalty: 3235.185791
	Iteration 9Q: 3 clusters Score -1329820 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1330380.875000 Penalty: 3235.185791
	Iteration 10Q: 3 clusters Score -1330381 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1330817.250000 Penalty: 3235.185791
	Iteration 11Q: 3 clusters Score -1330817 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1331163.500000 Penalty: 3235.185791
	Iteration 12Q: 3 clusters Score -1331164 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1331424.125000 Penalty: 3235.185791
	Iteration 13Q: 3 clusters Score -1331424 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1331628.625000 Penalty: 3235.185791
	Iteration 14Q: 3 clusters Score -1331629 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1331807.625000 Penalty: 3235.185791
	Iteration 15Q: 3 clusters Score -1331808 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1331983.125000 Penalty: 3235.185791
	Iteration 16Q: 3 clusters Score -1331983 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1332118.500000 Penalty: 3235.185791
	Iteration 17Q: 3 clusters Score -1332118 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1332242.500000 Penalty: 3235.185791
	Iteration 18Q: 3 clusters Score -1332242 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1332366.500000 Penalty: 3235.185791
	Iteration 19Q: 3 clusters Score -1332366 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1332473.000000 Penalty: 3235.185791
	Iteration 20F: 3 clusters Score -1332473 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1332581.625000 Penalty: 3235.185791
	Iteration 21Q: 3 clusters Score -1332582 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1332674.875000 Penalty: 3235.185791
	Iteration 22Q: 3 clusters Score -1332675 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1332747.750000 Penalty: 3235.185791
	Iteration 23Q: 3 clusters Score -1332748 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1332810.875000 Penalty: 3235.185791
	Iteration 24Q: 3 clusters Score -1332811 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1332870.000000 Penalty: 3235.185791
	Iteration 25Q: 3 clusters Score -1332870 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1332911.250000 Penalty: 3235.185791
	Iteration 26Q: 3 clusters Score -1332911 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1332930.000000 Penalty: 3235.185791
	Iteration 27Q: 3 clusters Score -1332930 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1332947.375000 Penalty: 3235.185791
	Iteration 28Q: 3 clusters Score -1332947 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1332966.500000 Penalty: 3235.185791
	Iteration 29Q: 3 clusters Score -1332966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1332976.500000 Penalty: 3235.185791
	Iteration 30Q: 3 clusters Score -1332976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1332992.000000 Penalty: 3235.185791
	Iteration 31Q: 3 clusters Score -1332992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1332999.250000 Penalty: 3235.185791
	Iteration 32Q: 3 clusters Score -1332999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1333011.375000 Penalty: 3235.185791
	Iteration 33Q: 3 clusters Score -1333011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1333021.000000 Penalty: 3235.185791
	Iteration 34Q: 3 clusters Score -1333021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1333025.500000 Penalty: 3235.185791
	Iteration 35Q: 3 clusters Score -1333026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1333028.875000 Penalty: 3235.185791
	Iteration 36Q: 3 clusters Score -1333029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1333034.875000 Penalty: 3235.185791
	Iteration 37Q: 3 clusters Score -1333035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1333038.500000 Penalty: 3235.185791
	Iteration 38Q: 3 clusters Score -1333038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1333040.875000 Penalty: 3235.185791
	Iteration 39Q: 3 clusters Score -1333041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1333042.875000 Penalty: 3235.185791
	Iteration 40F: 3 clusters Score -1333043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1333049.500000 Penalty: 3235.185791
	Iteration 41Q: 3 clusters Score -1333050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1333048.125000 Penalty: 3235.185791
	Iteration 42Q: 3 clusters Score -1333048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1333048.125000 Penalty: 3235.185791
	Iteration 43F: 3 clusters Score -1333048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Entering Unmasked Estep 
Score: -1047393.875000 Penalty: 1576.830444
	Iteration 0F: 2 clusters Score -1047394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1036147.750000 Penalty: 3153.660889
	Iteration 0F: 3 clusters Score -1036148 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1040006.812500 Penalty: 3153.660889
	Iteration 1F: 3 clusters Score -1040007 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1040328.312500 Penalty: 3153.660889
	Iteration 2F: 3 clusters Score -1040328 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1040573.187500 Penalty: 3153.660889
	Iteration 3Q: 3 clusters Score -1040573 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1040788.812500 Penalty: 3153.660889
	Iteration 4Q: 3 clusters Score -1040789 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1041006.125000 Penalty: 3153.660889
	Iteration 5Q: 3 clusters Score -1041006 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1041224.375000 Penalty: 3153.660889
	Iteration 6Q: 3 clusters Score -1041224 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1041495.062500 Penalty: 3153.660889
	Iteration 7Q: 3 clusters Score -1041495 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1041883.562500 Penalty: 3153.660889
	Iteration 8Q: 3 clusters Score -1041884 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1042469.562500 Penalty: 3153.660889
	Iteration 9F: 3 clusters Score -1042470 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1043219.000000 Penalty: 3153.660889
	Iteration 10F: 3 clusters Score -1043219 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1043977.000000 Penalty: 3153.660889
	Iteration 11F: 3 clusters Score -1043977 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1044595.187500 Penalty: 3153.660889
	Iteration 12Q: 3 clusters Score -1044595 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1045086.000000 Penalty: 3153.660889
	Iteration 13Q: 3 clusters Score -1045086 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1045389.062500 Penalty: 3153.660889
	Iteration 14Q: 3 clusters Score -1045389 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1045609.375000 Penalty: 3153.660889
	Iteration 15Q: 3 clusters Score -1045609 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1045759.687500 Penalty: 3153.660889
	Iteration 16Q: 3 clusters Score -1045760 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1045855.625000 Penalty: 3153.660889
	Iteration 17Q: 3 clusters Score -1045856 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1045918.000000 Penalty: 3153.660889
	Iteration 18Q: 3 clusters Score -1045918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1045959.187500 Penalty: 3153.660889
	Iteration 19Q: 3 clusters Score -1045959 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1045991.000000 Penalty: 3153.660889
	Iteration 20F: 3 clusters Score -1045991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1046009.312500 Penalty: 3153.660889
	Iteration 21Q: 3 clusters Score -1046009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1046020.062500 Penalty: 3153.660889
	Iteration 22Q: 3 clusters Score -1046020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1046027.625000 Penalty: 3153.660889
	Iteration 23Q: 3 clusters Score -1046028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1046036.687500 Penalty: 3153.660889
	Iteration 24Q: 3 clusters Score -1046037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1046043.062500 Penalty: 3153.660889
	Iteration 25Q: 3 clusters Score -1046043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1046047.875000 Penalty: 3153.660889
	Iteration 26Q: 3 clusters Score -1046048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1046051.562500 Penalty: 3153.660889
	Iteration 27Q: 3 clusters Score -1046052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1046056.562500 Penalty: 3153.660889
	Iteration 28Q: 3 clusters Score -1046057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1046060.125000 Penalty: 3153.660889
	Iteration 29Q: 3 clusters Score -1046060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1046061.875000 Penalty: 3153.660889
	Iteration 30Q: 3 clusters Score -1046062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1046065.875000 Penalty: 3153.660889
	Iteration 31Q: 3 clusters Score -1046066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1046069.750000 Penalty: 3153.660889
	Iteration 32Q: 3 clusters Score -1046070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1046073.062500 Penalty: 3153.660889
	Iteration 33Q: 3 clusters Score -1046073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1046073.062500 Penalty: 3153.660889
	Iteration 34F: 3 clusters Score -1046073 nChanged 0
--- Evaluating fit on full set of 2048086 points ---
Entering Unmasked Estep 
Score: -125488632.000000 Penalty: 35422.765625
20->16 Clusters: Score -125488632.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 682695 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 34082 members 
Mstep: Class 3 contains 33970 members 
Mstep: Class 4 contains 34029 members 
Mstep: Class 5 contains 34427 members 
Mstep: Class 6 contains 34118 members 
Mstep: Class 7 contains 34202 members 
Mstep: Class 8 contains 34015 members 
Mstep: Class 9 contains 33955 members 
Mstep: Class 10 contains 34107 members 
Mstep: Class 11 contains 34209 members 
Mstep: Class 12 contains 34185 members 
Mstep: Class 13 contains 34232 members 
Mstep: Class 14 contains 34251 members 
Mstep: Class 15 contains 33866 members 
Mstep: Class 16 contains 34370 members 
Mstep: Class 17 contains 34054 members 
Mstep: Class 18 contains 34182 members 
Mstep: Class 19 contains 33860 members 
Mstep: Class 20 contains 34308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1018.802246 but Gain 2182.996094
Score: -39514144.000000 Penalty: 41476.867188
Iteration 0F: 20 clusters Score -3.951414e+07 nChanged 642571
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 38317 members 
Mstep: Class 3 contains 50783 members 
Mstep: Class 4 contains 32538 members 
Mstep: Class 5 contains 42443 members 
Mstep: Class 6 contains 47898 members 
Mstep: Class 7 contains 38471 members 
Mstep: Class 8 contains 31860 members 
Mstep: Class 9 contains 24430 members 
Mstep: Class 10 contains 28556 members 
Mstep: Class 11 contains 38980 members 
Mstep: Class 13 contains 36523 members 
Mstep: Class 14 contains 36242 members 
Mstep: Class 15 contains 30915 members 
Mstep: Class 16 contains 28786 members 
Mstep: Class 17 contains 27672 members 
Mstep: Class 18 contains 32207 members 
Mstep: Class 19 contains 36378 members 
Mstep: Class 20 contains 39927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40925648.000000 Penalty: 41476.867188
Iteration 1F: 20 clusters Score -4.092565e+07 nChanged 158027
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 40942 members 
Mstep: Class 3 contains 59278 members 
Mstep: Class 4 contains 32848 members 
Mstep: Class 5 contains 41630 members 
Mstep: Class 6 contains 55671 members 
Mstep: Class 7 contains 39490 members 
Mstep: Class 8 contains 27326 members 
Mstep: Class 9 contains 22725 members 
Mstep: Class 10 contains 24506 members 
Mstep: Class 11 contains 38787 members 
Mstep: Class 13 contains 34703 members 
Mstep: Class 14 contains 36268 members 
Mstep: Class 15 contains 27358 members 
Mstep: Class 16 contains 23553 members 
Mstep: Class 17 contains 25762 members 
Mstep: Class 18 contains 32087 members 
Mstep: Class 19 contains 38035 members 
Mstep: Class 20 contains 39137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41069960.000000 Penalty: 41476.867188
Iteration 2F: 20 clusters Score -4.106996e+07 nChanged 126541
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 42877 members 
Mstep: Class 3 contains 65908 members 
Mstep: Class 4 contains 32609 members 
Mstep: Class 5 contains 39117 members 
Mstep: Class 6 contains 62647 members 
Mstep: Class 7 contains 38639 members 
Mstep: Class 8 contains 25376 members 
Mstep: Class 9 contains 22127 members 
Mstep: Class 10 contains 20017 members 
Mstep: Class 11 contains 37303 members 
Mstep: Class 13 contains 33507 members 
Mstep: Class 14 contains 36044 members 
Mstep: Class 15 contains 24702 members 
Mstep: Class 16 contains 20405 members 
Mstep: Class 17 contains 24064 members 
Mstep: Class 18 contains 33142 members 
Mstep: Class 19 contains 39186 members 
Mstep: Class 20 contains 39775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41164192.000000 Penalty: 41476.867188
Iteration 3F: 20 clusters Score -4.116419e+07 nChanged 105541
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 44688 members 
Mstep: Class 3 contains 71851 members 
Mstep: Class 4 contains 31503 members 
Mstep: Class 5 contains 35413 members 
Mstep: Class 6 contains 70165 members 
Mstep: Class 7 contains 36215 members 
Mstep: Class 8 contains 26308 members 
Mstep: Class 9 contains 22496 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 34314 members 
Mstep: Class 13 contains 32845 members 
Mstep: Class 14 contains 35763 members 
Mstep: Class 15 contains 22032 members 
Mstep: Class 16 contains 18288 members 
Mstep: Class 17 contains 22323 members 
Mstep: Class 18 contains 34774 members 
Mstep: Class 19 contains 40267 members 
Mstep: Class 20 contains 39521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41239900.000000 Penalty: 41476.867188
Iteration 4F: 20 clusters Score -4.12399e+07 nChanged 95114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 46700 members 
Mstep: Class 3 contains 77570 members 
Mstep: Class 4 contains 29560 members 
Mstep: Class 5 contains 30415 members 
Mstep: Class 6 contains 79224 members 
Mstep: Class 7 contains 32287 members 
Mstep: Class 8 contains 29202 members 
Mstep: Class 9 contains 23608 members 
Mstep: Class 10 contains 11513 members 
Mstep: Class 11 contains 29958 members 
Mstep: Class 13 contains 32923 members 
Mstep: Class 14 contains 35616 members 
Mstep: Class 15 contains 19511 members 
Mstep: Class 16 contains 16695 members 
Mstep: Class 17 contains 20160 members 
Mstep: Class 18 contains 36578 members 
Mstep: Class 19 contains 40844 members 
Mstep: Class 20 contains 38168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41307144.000000 Penalty: 41476.867188
Iteration 5F: 20 clusters Score -4.130714e+07 nChanged 89314
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 49166 members 
Mstep: Class 3 contains 83224 members 
Mstep: Class 4 contains 26842 members 
Mstep: Class 5 contains 24531 members 
Mstep: Class 6 contains 89899 members 
Mstep: Class 7 contains 27311 members 
Mstep: Class 8 contains 33818 members 
Mstep: Class 9 contains 24967 members 
Mstep: Class 10 contains 7882 members 
Mstep: Class 11 contains 24816 members 
Mstep: Class 13 contains 33422 members 
Mstep: Class 14 contains 35846 members 
Mstep: Class 15 contains 16817 members 
Mstep: Class 16 contains 15228 members 
Mstep: Class 17 contains 17541 members 
Mstep: Class 18 contains 38341 members 
Mstep: Class 19 contains 40253 members 
Mstep: Class 20 contains 35941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41370720.000000 Penalty: 41476.867188
Iteration 6F: 20 clusters Score -4.137072e+07 nChanged 85070
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 51688 members 
Mstep: Class 3 contains 88923 members 
Mstep: Class 4 contains 23449 members 
Mstep: Class 5 contains 18270 members 
Mstep: Class 6 contains 101882 members 
Mstep: Class 7 contains 21903 members 
Mstep: Class 8 contains 39948 members 
Mstep: Class 9 contains 26077 members 
Mstep: Class 10 contains 5077 members 
Mstep: Class 11 contains 19452 members 
Mstep: Class 13 contains 34179 members 
Mstep: Class 14 contains 36496 members 
Mstep: Class 15 contains 14080 members 
Mstep: Class 16 contains 13651 members 
Mstep: Class 17 contains 14460 members 
Mstep: Class 18 contains 40087 members 
Mstep: Class 19 contains 38125 members 
Mstep: Class 20 contains 33181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41430940.000000 Penalty: 41476.867188
Iteration 7F: 20 clusters Score -4.143094e+07 nChanged 79489
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 66319 members 
Mstep: Class 2 contains 53894 members 
Mstep: Class 3 contains 94867 members 
Mstep: Class 4 contains 19610 members 
Mstep: Class 5 contains 12416 members 
Mstep: Class 6 contains 114078 members 
Mstep: Class 7 contains 16775 members 
Mstep: Class 8 contains 47370 members 
Mstep: Class 9 contains 26665 members 
Mstep: Class 10 contains 3073 members 
Mstep: Class 11 contains 14318 members 
Mstep: Class 13 contains 34992 members 
Mstep: Class 14 contains 37652 members 
Mstep: Class 15 contains 11506 members 
Mstep: Class 16 contains 11794 members 
Mstep: Class 17 contains 11433 members 
Mstep: Class 18 contains 41421 members 
Mstep: Class 19 contains 34231 members 
Mstep: Class 20 contains 30267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1933.461670 but Gain 2182.992188
Score: -41486280.000000 Penalty: 39293.875000
Iteration 8F: 19 clusters Score -4.148628e+07 nChanged 73940
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70164 members 
Mstep: Class 2 contains 55317 members 
Mstep: Class 3 contains 102614 members 
Mstep: Class 4 contains 15576 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 124986 members 
Mstep: Class 7 contains 12228 members 
Mstep: Class 8 contains 55681 members 
Mstep: Class 9 contains 26638 members 
Mstep: Class 11 contains 9918 members 
Mstep: Class 13 contains 36326 members 
Mstep: Class 14 contains 39314 members 
Mstep: Class 15 contains 8993 members 
Mstep: Class 16 contains 9557 members 
Mstep: Class 17 contains 8932 members 
Mstep: Class 18 contains 42138 members 
Mstep: Class 19 contains 29092 members 
Mstep: Class 20 contains 27329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41536972.000000 Penalty: 39293.875000
Iteration 9F: 19 clusters Score -4.153697e+07 nChanged 63315
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 54963 members 
Mstep: Class 3 contains 111849 members 
Mstep: Class 4 contains 11669 members 
Mstep: Class 5 contains 4748 members 
Mstep: Class 6 contains 133239 members 
Mstep: Class 7 contains 8477 members 
Mstep: Class 8 contains 63890 members 
Mstep: Class 9 contains 25864 members 
Mstep: Class 11 contains 6438 members 
Mstep: Class 13 contains 37862 members 
Mstep: Class 14 contains 41275 members 
Mstep: Class 15 contains 6641 members 
Mstep: Class 16 contains 7258 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 41636 members 
Mstep: Class 19 contains 23476 members 
Mstep: Class 20 contains 24633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41578324.000000 Penalty: 39293.875000
Iteration 10F: 19 clusters Score -4.157832e+07 nChanged 54486
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 53157 members 
Mstep: Class 3 contains 122685 members 
Mstep: Class 4 contains 8334 members 
Mstep: Class 5 contains 2837 members 
Mstep: Class 6 contains 139136 members 
Mstep: Class 7 contains 5499 members 
Mstep: Class 8 contains 71105 members 
Mstep: Class 9 contains 24415 members 
Mstep: Class 11 contains 4125 members 
Mstep: Class 13 contains 39400 members 
Mstep: Class 14 contains 43257 members 
Mstep: Class 15 contains 4784 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 5661 members 
Mstep: Class 18 contains 40071 members 
Mstep: Class 19 contains 18311 members 
Mstep: Class 20 contains 22587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1606.238892 but Gain 2182.992188
Score: -41613192.000000 Penalty: 37110.882812
Iteration 11F: 18 clusters Score -4.161319e+07 nChanged 48168
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 71342 members 
Mstep: Class 2 contains 50275 members 
Mstep: Class 3 contains 134409 members 
Mstep: Class 4 contains 5787 members 
Mstep: Class 6 contains 143733 members 
Mstep: Class 7 contains 3291 members 
Mstep: Class 8 contains 77329 members 
Mstep: Class 9 contains 22404 members 
Mstep: Class 11 contains 2816 members 
Mstep: Class 13 contains 41019 members 
Mstep: Class 14 contains 45092 members 
Mstep: Class 15 contains 3474 members 
Mstep: Class 16 contains 3945 members 
Mstep: Class 17 contains 4633 members 
Mstep: Class 18 contains 37908 members 
Mstep: Class 19 contains 14105 members 
Mstep: Class 20 contains 21121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1867.686768 but Gain 2182.992188
Score: -41644828.000000 Penalty: 34927.890625
Iteration 12F: 17 clusters Score -4.164483e+07 nChanged 40944
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 46875 members 
Mstep: Class 3 contains 146404 members 
Mstep: Class 4 contains 3995 members 
Mstep: Class 6 contains 146832 members 
Mstep: Class 8 contains 81749 members 
Mstep: Class 9 contains 20173 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 13 contains 42720 members 
Mstep: Class 14 contains 46564 members 
Mstep: Class 15 contains 2540 members 
Mstep: Class 16 contains 2985 members 
Mstep: Class 17 contains 3846 members 
Mstep: Class 18 contains 35351 members 
Mstep: Class 19 contains 10849 members 
Mstep: Class 20 contains 20130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41669760.000000 Penalty: 34927.890625
Iteration 13F: 17 clusters Score -4.166976e+07 nChanged 32780
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 43193 members 
Mstep: Class 3 contains 156105 members 
Mstep: Class 4 contains 2852 members 
Mstep: Class 6 contains 148875 members 
Mstep: Class 8 contains 85111 members 
Mstep: Class 9 contains 17636 members 
Mstep: Class 11 contains 1811 members 
Mstep: Class 13 contains 44393 members 
Mstep: Class 14 contains 47248 members 
Mstep: Class 15 contains 1934 members 
Mstep: Class 16 contains 2366 members 
Mstep: Class 17 contains 3249 members 
Mstep: Class 18 contains 32874 members 
Mstep: Class 19 contains 8412 members 
Mstep: Class 20 contains 19491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2160.904053 but Gain 2182.994141
Score: -41688024.000000 Penalty: 32744.896484
Iteration 14Q: 16 clusters Score -4.168802e+07 nChanged 29574
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 40312 members 
Mstep: Class 3 contains 164113 members 
Mstep: Class 4 contains 2096 members 
Mstep: Class 6 contains 150450 members 
Mstep: Class 8 contains 88587 members 
Mstep: Class 9 contains 15363 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 13 contains 46419 members 
Mstep: Class 14 contains 47672 members 
Mstep: Class 15 contains 1535 members 
Mstep: Class 17 contains 2759 members 
Mstep: Class 18 contains 31098 members 
Mstep: Class 19 contains 6736 members 
Mstep: Class 20 contains 19093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1848.691162 but Gain 2182.994141
Score: -41704584.000000 Penalty: 30561.902344
Iteration 15Q: 15 clusters Score -4.170458e+07 nChanged 24660
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 62132 members 
Mstep: Class 2 contains 38330 members 
Mstep: Class 3 contains 170161 members 
Mstep: Class 6 contains 151528 members 
Mstep: Class 8 contains 91564 members 
Mstep: Class 9 contains 13522 members 
Mstep: Class 11 contains 1505 members 
Mstep: Class 13 contains 48204 members 
Mstep: Class 14 contains 47775 members 
Mstep: Class 15 contains 1345 members 
Mstep: Class 17 contains 2385 members 
Mstep: Class 18 contains 29889 members 
Mstep: Class 19 contains 5518 members 
Mstep: Class 20 contains 18825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41716844.000000 Penalty: 30561.902344
Iteration 16Q: 15 clusters Score -4.171684e+07 nChanged 19311
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 36888 members 
Mstep: Class 3 contains 174093 members 
Mstep: Class 6 contains 152049 members 
Mstep: Class 8 contains 94066 members 
Mstep: Class 9 contains 12038 members 
Mstep: Class 11 contains 1466 members 
Mstep: Class 13 contains 50067 members 
Mstep: Class 14 contains 47372 members 
Mstep: Class 15 contains 1298 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 29055 members 
Mstep: Class 19 contains 4586 members 
Mstep: Class 20 contains 18592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41724500.000000 Penalty: 30561.902344
Iteration 17Q: 15 clusters Score -4.17245e+07 nChanged 16280
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 35965 members 
Mstep: Class 3 contains 176568 members 
Mstep: Class 6 contains 152440 members 
Mstep: Class 8 contains 96574 members 
Mstep: Class 9 contains 10941 members 
Mstep: Class 11 contains 1483 members 
Mstep: Class 13 contains 51939 members 
Mstep: Class 14 contains 46808 members 
Mstep: Class 15 contains 1302 members 
Mstep: Class 17 contains 1859 members 
Mstep: Class 18 contains 28671 members 
Mstep: Class 19 contains 3879 members 
Mstep: Class 20 contains 18441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41729628.000000 Penalty: 30561.902344
Iteration 18Q: 15 clusters Score -4.172963e+07 nChanged 13807
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 35313 members 
Mstep: Class 3 contains 178259 members 
Mstep: Class 6 contains 152705 members 
Mstep: Class 8 contains 99086 members 
Mstep: Class 9 contains 10136 members 
Mstep: Class 11 contains 1513 members 
Mstep: Class 13 contains 53818 members 
Mstep: Class 14 contains 46119 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 28394 members 
Mstep: Class 19 contains 3351 members 
Mstep: Class 20 contains 18329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41733680.000000 Penalty: 30561.902344
Iteration 19Q: 15 clusters Score -4.173368e+07 nChanged 11541
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 34845 members 
Mstep: Class 3 contains 179323 members 
Mstep: Class 6 contains 153055 members 
Mstep: Class 8 contains 101459 members 
Mstep: Class 9 contains 9601 members 
Mstep: Class 11 contains 1539 members 
Mstep: Class 13 contains 55590 members 
Mstep: Class 14 contains 45385 members 
Mstep: Class 15 contains 1345 members 
Mstep: Class 17 contains 1599 members 
Mstep: Class 18 contains 28267 members 
Mstep: Class 19 contains 2954 members 
Mstep: Class 20 contains 18263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41736100.000000 Penalty: 30561.902344
Iteration 20F: 15 clusters Score -4.17361e+07 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 34534 members 
Mstep: Class 3 contains 179987 members 
Mstep: Class 6 contains 153411 members 
Mstep: Class 8 contains 103788 members 
Mstep: Class 9 contains 9239 members 
Mstep: Class 11 contains 1558 members 
Mstep: Class 13 contains 57272 members 
Mstep: Class 14 contains 44642 members 
Mstep: Class 15 contains 1374 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 28142 members 
Mstep: Class 19 contains 2639 members 
Mstep: Class 20 contains 18232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41738480.000000 Penalty: 30561.902344
Iteration 21Q: 15 clusters Score -4.173848e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 34298 members 
Mstep: Class 3 contains 180295 members 
Mstep: Class 6 contains 153817 members 
Mstep: Class 8 contains 106127 members 
Mstep: Class 9 contains 8963 members 
Mstep: Class 11 contains 1576 members 
Mstep: Class 13 contains 59002 members 
Mstep: Class 14 contains 43876 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 17 contains 1443 members 
Mstep: Class 18 contains 28019 members 
Mstep: Class 19 contains 2346 members 
Mstep: Class 20 contains 18208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41740536.000000 Penalty: 30561.902344
Iteration 22Q: 15 clusters Score -4.174054e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 34086 members 
Mstep: Class 3 contains 180394 members 
Mstep: Class 6 contains 154196 members 
Mstep: Class 8 contains 108584 members 
Mstep: Class 9 contains 8725 members 
Mstep: Class 11 contains 1592 members 
Mstep: Class 13 contains 60631 members 
Mstep: Class 14 contains 43113 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 27903 members 
Mstep: Class 19 contains 2121 members 
Mstep: Class 20 contains 18175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2156.287109 but Gain 2182.992188
Score: -41742564.000000 Penalty: 28378.910156
Iteration 23Q: 14 clusters Score -4.174256e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 33999 members 
Mstep: Class 3 contains 180349 members 
Mstep: Class 6 contains 154977 members 
Mstep: Class 8 contains 112137 members 
Mstep: Class 9 contains 8545 members 
Mstep: Class 11 contains 1621 members 
Mstep: Class 13 contains 62269 members 
Mstep: Class 14 contains 42423 members 
Mstep: Class 15 contains 1535 members 
Mstep: Class 17 contains 1321 members 
Mstep: Class 18 contains 27798 members 
Mstep: Class 20 contains 18172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41746424.000000 Penalty: 28378.910156
Iteration 24Q: 14 clusters Score -4.174642e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 33754 members 
Mstep: Class 3 contains 180016 members 
Mstep: Class 6 contains 155133 members 
Mstep: Class 8 contains 114866 members 
Mstep: Class 9 contains 8408 members 
Mstep: Class 11 contains 1621 members 
Mstep: Class 13 contains 63637 members 
Mstep: Class 14 contains 41636 members 
Mstep: Class 15 contains 1589 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 27676 members 
Mstep: Class 20 contains 18226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747816.000000 Penalty: 28378.910156
Iteration 25Q: 14 clusters Score -4.174782e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 33495 members 
Mstep: Class 3 contains 179632 members 
Mstep: Class 6 contains 155127 members 
Mstep: Class 8 contains 117512 members 
Mstep: Class 9 contains 8321 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 13 contains 64909 members 
Mstep: Class 14 contains 40913 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 17 contains 1240 members 
Mstep: Class 18 contains 27538 members 
Mstep: Class 20 contains 18276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749908.000000 Penalty: 28378.910156
Iteration 26Q: 14 clusters Score -4.174991e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 33200 members 
Mstep: Class 3 contains 179222 members 
Mstep: Class 6 contains 155093 members 
Mstep: Class 8 contains 120146 members 
Mstep: Class 9 contains 8241 members 
Mstep: Class 11 contains 1648 members 
Mstep: Class 13 contains 65998 members 
Mstep: Class 14 contains 40235 members 
Mstep: Class 15 contains 1704 members 
Mstep: Class 17 contains 1204 members 
Mstep: Class 18 contains 27386 members 
Mstep: Class 20 contains 18314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41751940.000000 Penalty: 28378.910156
Iteration 27Q: 14 clusters Score -4.175194e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 32957 members 
Mstep: Class 3 contains 178689 members 
Mstep: Class 6 contains 154946 members 
Mstep: Class 8 contains 122645 members 
Mstep: Class 9 contains 8196 members 
Mstep: Class 11 contains 1655 members 
Mstep: Class 13 contains 66794 members 
Mstep: Class 14 contains 39667 members 
Mstep: Class 15 contains 1760 members 
Mstep: Class 17 contains 1181 members 
Mstep: Class 18 contains 27220 members 
Mstep: Class 20 contains 18342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41753636.000000 Penalty: 28378.910156
Iteration 28Q: 14 clusters Score -4.175364e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 32736 members 
Mstep: Class 3 contains 178134 members 
Mstep: Class 6 contains 154716 members 
Mstep: Class 8 contains 125024 members 
Mstep: Class 9 contains 8155 members 
Mstep: Class 11 contains 1664 members 
Mstep: Class 13 contains 67308 members 
Mstep: Class 14 contains 39130 members 
Mstep: Class 15 contains 1803 members 
Mstep: Class 17 contains 1161 members 
Mstep: Class 18 contains 27041 members 
Mstep: Class 20 contains 18407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41754708.000000 Penalty: 28378.910156
Iteration 29Q: 14 clusters Score -4.175471e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 32490 members 
Mstep: Class 3 contains 177557 members 
Mstep: Class 6 contains 154365 members 
Mstep: Class 8 contains 127381 members 
Mstep: Class 9 contains 8124 members 
Mstep: Class 11 contains 1660 members 
Mstep: Class 13 contains 67550 members 
Mstep: Class 14 contains 38664 members 
Mstep: Class 15 contains 1839 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 18 contains 26894 members 
Mstep: Class 20 contains 18456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41755320.000000 Penalty: 28378.910156
Iteration 30Q: 14 clusters Score -4.175532e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 32263 members 
Mstep: Class 3 contains 176994 members 
Mstep: Class 6 contains 153942 members 
Mstep: Class 8 contains 129800 members 
Mstep: Class 9 contains 8107 members 
Mstep: Class 11 contains 1663 members 
Mstep: Class 13 contains 67485 members 
Mstep: Class 14 contains 38218 members 
Mstep: Class 15 contains 1880 members 
Mstep: Class 17 contains 1113 members 
Mstep: Class 18 contains 26745 members 
Mstep: Class 20 contains 18511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41755940.000000 Penalty: 28378.910156
Iteration 31Q: 14 clusters Score -4.175594e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 32038 members 
Mstep: Class 3 contains 176491 members 
Mstep: Class 6 contains 153542 members 
Mstep: Class 8 contains 132141 members 
Mstep: Class 9 contains 8091 members 
Mstep: Class 11 contains 1665 members 
Mstep: Class 13 contains 67212 members 
Mstep: Class 14 contains 37805 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 26587 members 
Mstep: Class 20 contains 18569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41756480.000000 Penalty: 28378.910156
Iteration 32Q: 14 clusters Score -4.175648e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 31816 members 
Mstep: Class 3 contains 176052 members 
Mstep: Class 6 contains 153141 members 
Mstep: Class 8 contains 134491 members 
Mstep: Class 9 contains 8084 members 
Mstep: Class 11 contains 1659 members 
Mstep: Class 13 contains 66744 members 
Mstep: Class 14 contains 37399 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 17 contains 1091 members 
Mstep: Class 18 contains 26442 members 
Mstep: Class 20 contains 18636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41757104.000000 Penalty: 28378.910156
Iteration 33Q: 14 clusters Score -4.17571e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 31635 members 
Mstep: Class 3 contains 175668 members 
Mstep: Class 6 contains 152730 members 
Mstep: Class 8 contains 136877 members 
Mstep: Class 9 contains 8071 members 
Mstep: Class 11 contains 1650 members 
Mstep: Class 13 contains 66097 members 
Mstep: Class 14 contains 37008 members 
Mstep: Class 15 contains 1927 members 
Mstep: Class 17 contains 1076 members 
Mstep: Class 18 contains 26288 members 
Mstep: Class 20 contains 18696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41757348.000000 Penalty: 28378.910156
Iteration 34Q: 14 clusters Score -4.175735e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 31458 members 
Mstep: Class 3 contains 175258 members 
Mstep: Class 6 contains 152326 members 
Mstep: Class 8 contains 139330 members 
Mstep: Class 9 contains 8059 members 
Mstep: Class 11 contains 1652 members 
Mstep: Class 13 contains 65305 members 
Mstep: Class 14 contains 36616 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 17 contains 1067 members 
Mstep: Class 18 contains 26137 members 
Mstep: Class 20 contains 18767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41757912.000000 Penalty: 28378.910156
Iteration 35Q: 14 clusters Score -4.175791e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 31303 members 
Mstep: Class 3 contains 174865 members 
Mstep: Class 6 contains 151930 members 
Mstep: Class 8 contains 141789 members 
Mstep: Class 9 contains 8055 members 
Mstep: Class 11 contains 1638 members 
Mstep: Class 13 contains 64392 members 
Mstep: Class 14 contains 36259 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 17 contains 1063 members 
Mstep: Class 18 contains 25959 members 
Mstep: Class 20 contains 18836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41758508.000000 Penalty: 28378.910156
Iteration 36Q: 14 clusters Score -4.175851e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 31147 members 
Mstep: Class 3 contains 174451 members 
Mstep: Class 6 contains 151549 members 
Mstep: Class 8 contains 144410 members 
Mstep: Class 9 contains 8049 members 
Mstep: Class 11 contains 1628 members 
Mstep: Class 13 contains 63336 members 
Mstep: Class 14 contains 35870 members 
Mstep: Class 15 contains 1971 members 
Mstep: Class 17 contains 1066 members 
Mstep: Class 18 contains 25766 members 
Mstep: Class 20 contains 18899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41759148.000000 Penalty: 28378.910156
Iteration 37Q: 14 clusters Score -4.175915e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 30991 members 
Mstep: Class 3 contains 174066 members 
Mstep: Class 6 contains 151096 members 
Mstep: Class 8 contains 147116 members 
Mstep: Class 9 contains 8045 members 
Mstep: Class 11 contains 1613 members 
Mstep: Class 13 contains 62212 members 
Mstep: Class 14 contains 35503 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 17 contains 1065 members 
Mstep: Class 18 contains 25584 members 
Mstep: Class 20 contains 18933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41759784.000000 Penalty: 28378.910156
Iteration 38Q: 14 clusters Score -4.175978e+07 nChanged 3897
Entering ConstructFrom: 
Score: -41759784.000000 Penalty: 28378.910156
Entering ConstructFrom: 
Trying to split cluster 1 (24420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Entering Unmasked Estep 
Score: -1543695.250000 Penalty: 1641.763184
	Iteration 0F: 2 clusters Score -1543695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1527241.500000 Penalty: 3283.526367
	Iteration 0F: 3 clusters Score -1527242 nChanged 11176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1534390.000000 Penalty: 3283.526367
	Iteration 1F: 3 clusters Score -1534390 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1535471.500000 Penalty: 3283.526367
	Iteration 2F: 3 clusters Score -1535472 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1536574.500000 Penalty: 3283.526367
	Iteration 3F: 3 clusters Score -1536574 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1537752.375000 Penalty: 3283.526367
	Iteration 4F: 3 clusters Score -1537752 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -1539015.500000 Penalty: 3283.526367
	Iteration 5F: 3 clusters Score -1539016 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -1540121.250000 Penalty: 3283.526367
	Iteration 6F: 3 clusters Score -1540121 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -1540973.875000 Penalty: 3283.526367
	Iteration 7Q: 3 clusters Score -1540974 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -1541591.875000 Penalty: 3283.526367
	Iteration 8Q: 3 clusters Score -1541592 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -1542016.875000 Penalty: 3283.526367
	Iteration 9Q: 3 clusters Score -1542017 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -1542283.250000 Penalty: 3283.526367
	Iteration 10Q: 3 clusters Score -1542283 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -1542509.000000 Penalty: 3283.526367
	Iteration 11Q: 3 clusters Score -1542509 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -1542711.500000 Penalty: 3283.526367
	Iteration 12Q: 3 clusters Score -1542712 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -1542897.375000 Penalty: 3283.526367
	Iteration 13Q: 3 clusters Score -1542897 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -1543058.375000 Penalty: 3283.526367
	Iteration 14Q: 3 clusters Score -1543058 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -1543188.500000 Penalty: 3283.526367
	Iteration 15Q: 3 clusters Score -1543188 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -1543304.625000 Penalty: 3283.526367
	Iteration 16Q: 3 clusters Score -1543305 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -1543392.000000 Penalty: 3283.526367
	Iteration 17Q: 3 clusters Score -1543392 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -1543460.250000 Penalty: 3283.526367
	Iteration 18Q: 3 clusters Score -1543460 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -1543515.375000 Penalty: 3283.526367
	Iteration 19Q: 3 clusters Score -1543515 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -1543553.625000 Penalty: 3283.526367
	Iteration 20F: 3 clusters Score -1543554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -1543576.750000 Penalty: 3283.526367
	Iteration 21Q: 3 clusters Score -1543577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -1543585.250000 Penalty: 3283.526367
	Iteration 22Q: 3 clusters Score -1543585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -1543594.750000 Penalty: 3283.526367
	Iteration 23Q: 3 clusters Score -1543595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -1543596.250000 Penalty: 3283.526367
	Iteration 24Q: 3 clusters Score -1543596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -1543598.500000 Penalty: 3283.526367
	Iteration 25Q: 3 clusters Score -1543598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -1543602.375000 Penalty: 3283.526367
	Iteration 26Q: 3 clusters Score -1543602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -1543601.375000 Penalty: 3283.526367
	Iteration 27Q: 3 clusters Score -1543601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -1543601.375000 Penalty: 3283.526367
	Iteration 28F: 3 clusters Score -1543601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (30847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Entering Unmasked Estep 
Score: -1963642.000000 Penalty: 1679.729126
	Iteration 0F: 2 clusters Score -1963642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1942844.000000 Penalty: 3359.458252
	Iteration 0F: 3 clusters Score -1942844 nChanged 14216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1950907.500000 Penalty: 3359.458252
	Iteration 1F: 3 clusters Score -1950908 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1951592.500000 Penalty: 3359.458252
	Iteration 2Q: 3 clusters Score -1951592 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1952462.250000 Penalty: 3359.458252
	Iteration 3Q: 3 clusters Score -1952462 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1953369.625000 Penalty: 3359.458252
	Iteration 4F: 3 clusters Score -1953370 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1954250.500000 Penalty: 3359.458252
	Iteration 5F: 3 clusters Score -1954250 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1955101.000000 Penalty: 3359.458252
	Iteration 6F: 3 clusters Score -1955101 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1955891.250000 Penalty: 3359.458252
	Iteration 7Q: 3 clusters Score -1955891 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1956652.750000 Penalty: 3359.458252
	Iteration 8Q: 3 clusters Score -1956653 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1957378.125000 Penalty: 3359.458252
	Iteration 9Q: 3 clusters Score -1957378 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1958008.375000 Penalty: 3359.458252
	Iteration 10Q: 3 clusters Score -1958008 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1958542.750000 Penalty: 3359.458252
	Iteration 11Q: 3 clusters Score -1958543 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1958922.250000 Penalty: 3359.458252
	Iteration 12Q: 3 clusters Score -1958922 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1959207.500000 Penalty: 3359.458252
	Iteration 13Q: 3 clusters Score -1959208 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1959400.250000 Penalty: 3359.458252
	Iteration 14Q: 3 clusters Score -1959400 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1959551.250000 Penalty: 3359.458252
	Iteration 15Q: 3 clusters Score -1959551 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1959663.375000 Penalty: 3359.458252
	Iteration 16Q: 3 clusters Score -1959663 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1959758.625000 Penalty: 3359.458252
	Iteration 17Q: 3 clusters Score -1959759 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1959815.750000 Penalty: 3359.458252
	Iteration 18Q: 3 clusters Score -1959816 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1959867.875000 Penalty: 3359.458252
	Iteration 19Q: 3 clusters Score -1959868 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1959909.125000 Penalty: 3359.458252
	Iteration 20F: 3 clusters Score -1959909 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1959935.875000 Penalty: 3359.458252
	Iteration 21Q: 3 clusters Score -1959936 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1959962.875000 Penalty: 3359.458252
	Iteration 22Q: 3 clusters Score -1959963 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1959996 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 8975 members 
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	Iteration 25Q: 3 clusters Score -1960041 nChanged 123
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Mstep: Class 2 contains 8864 members 
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Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 8743 members 
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	Iteration 27Q: 3 clusters Score -1960072 nChanged 122
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Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 8633 members 
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	Iteration 28Q: 3 clusters Score -1960079 nChanged 126
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Mstep: Class 1 contains 22332 members 
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Mstep: Class 1 contains 22464 members 
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1960118 nChanged 125
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Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1960148 nChanged 117
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Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 8159 members 
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Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1960250 nChanged 163
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1960275 nChanged 167
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Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1960305 nChanged 186
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Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1960338 nChanged 198
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1960393 nChanged 196
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Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 6674 members 
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Mstep: Class 1 contains 24582 members 
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Mstep: Class 1 contains 25991 members 
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	Iteration 50Q: 3 clusters Score -1960832 nChanged 221
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Mstep: Class 1 contains 26206 members 
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	Iteration 53Q: 3 clusters Score -1960990 nChanged 213
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	Iteration 60F: 3 clusters Score -1961520 nChanged 239
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Mstep: Class 1 contains 29247 members 
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	Iteration 65Q: 3 clusters Score -1961906 nChanged 145
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Mstep: Class 1 contains 29390 members 
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	Iteration 66Q: 3 clusters Score -1961971 nChanged 116
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	Iteration 67Q: 3 clusters Score -1962021 nChanged 102
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	Iteration 69Q: 3 clusters Score -1962098 nChanged 66
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Mstep: Class 1 contains 29726 members 
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	Iteration 70Q: 3 clusters Score -1962130 nChanged 56
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	Iteration 71Q: 3 clusters Score -1962146 nChanged 52
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	Iteration 72Q: 3 clusters Score -1962167 nChanged 35
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	Iteration 73Q: 3 clusters Score -1962178 nChanged 26
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	Iteration 74Q: 3 clusters Score -1962190 nChanged 19
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Score: -1962195.625000 Penalty: 3359.458252
	Iteration 75Q: 3 clusters Score -1962196 nChanged 16
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	Iteration 76Q: 3 clusters Score -1962202 nChanged 16
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	Iteration 77Q: 3 clusters Score -1962207 nChanged 14
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	Iteration 78Q: 3 clusters Score -1962211 nChanged 14
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	Iteration 79Q: 3 clusters Score -1962211 nChanged 11
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	Iteration 80F: 3 clusters Score -1962215 nChanged 15
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	Iteration 81Q: 3 clusters Score -1962221 nChanged 15
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	Iteration 82Q: 3 clusters Score -1962226 nChanged 17
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	Iteration 83Q: 3 clusters Score -1962229 nChanged 19
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	Iteration 84Q: 3 clusters Score -1962238 nChanged 21
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	Iteration 85Q: 3 clusters Score -1962251 nChanged 15
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	Iteration 86Q: 3 clusters Score -1962257 nChanged 11
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	Iteration 87Q: 3 clusters Score -1962260 nChanged 13
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	Iteration 88Q: 3 clusters Score -1962268 nChanged 11
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	Iteration 89Q: 3 clusters Score -1962270 nChanged 10
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	Iteration 90Q: 3 clusters Score -1962274 nChanged 9
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	Iteration 91Q: 3 clusters Score -1962279 nChanged 10
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	Iteration 92Q: 3 clusters Score -1962280 nChanged 12
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	Iteration 93Q: 3 clusters Score -1962285 nChanged 11
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	Iteration 94Q: 3 clusters Score -1962292 nChanged 15
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	Iteration 95Q: 3 clusters Score -1962297 nChanged 12
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	Iteration 96Q: 3 clusters Score -1962305 nChanged 11
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	Iteration 97Q: 3 clusters Score -1962308 nChanged 10
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	Iteration 98Q: 3 clusters Score -1962316 nChanged 4
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	Iteration 99Q: 3 clusters Score -1962317 nChanged 3
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	Iteration 100F: 3 clusters Score -1962317 nChanged 3
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	Iteration 101Q: 3 clusters Score -1962318 nChanged 1
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	Iteration 102Q: 3 clusters Score -1962318 nChanged 3
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	Iteration 103Q: 3 clusters Score -1962320 nChanged 4
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	Iteration 104Q: 3 clusters Score -1962321 nChanged 8
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	Iteration 105Q: 3 clusters Score -1962325 nChanged 4
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	Iteration 106Q: 3 clusters Score -1962324 nChanged 2
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	Iteration 107Q: 3 clusters Score -1962327 nChanged 1
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	Iteration 108Q: 3 clusters Score -1962324 nChanged 2
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	Iteration 109Q: 3 clusters Score -1962322 nChanged 3
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	Iteration 110Q: 3 clusters Score -1962328 nChanged 4
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	Iteration 111Q: 3 clusters Score -1962328 nChanged 2
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	Iteration 112Q: 3 clusters Score -1962328 nChanged 3
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	Iteration 113Q: 3 clusters Score -1962331 nChanged 5
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	Iteration 114Q: 3 clusters Score -1962334 nChanged 5
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	Iteration 115Q: 3 clusters Score -1962334 nChanged 2
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	Iteration 116Q: 3 clusters Score -1962334 nChanged 3
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	Iteration 117Q: 3 clusters Score -1962334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1962333.625000 Penalty: 3359.458252
	Iteration 118Q: 3 clusters Score -1962334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1962333.625000 Penalty: 3359.458252
	Iteration 119F: 3 clusters Score -1962334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (173693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173693 members 
Entering Unmasked Estep 
Score: -11056181.000000 Penalty: 1960.569702
	Iteration 0F: 2 clusters Score -1.105618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86754 members 
Mstep: Class 2 contains 86939 members 
Entering Unmasked Estep 
Score: -10939303.000000 Penalty: 3921.139404
	Iteration 0F: 3 clusters Score -1.09393e+07 nChanged 84106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86250 members 
Mstep: Class 2 contains 87443 members 
Entering Unmasked Estep 
Score: -10988641.000000 Penalty: 3921.139404
	Iteration 1F: 3 clusters Score -1.098864e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 87906 members 
Entering Unmasked Estep 
Score: -10989521.000000 Penalty: 3921.139404
	Iteration 2Q: 3 clusters Score -1.098952e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85098 members 
Mstep: Class 2 contains 88595 members 
Entering Unmasked Estep 
Score: -10990508.000000 Penalty: 3921.139404
	Iteration 3Q: 3 clusters Score -1.099051e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83925 members 
Mstep: Class 2 contains 89768 members 
Entering Unmasked Estep 
Score: -10991776.000000 Penalty: 3921.139404
	Iteration 4Q: 3 clusters Score -1.099178e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82062 members 
Mstep: Class 2 contains 91631 members 
Entering Unmasked Estep 
Score: -10993353.000000 Penalty: 3921.139404
	Iteration 5Q: 3 clusters Score -1.099335e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79108 members 
Mstep: Class 2 contains 94585 members 
Entering Unmasked Estep 
Score: -10995739.000000 Penalty: 3921.139404
	Iteration 6Q: 3 clusters Score -1.099574e+07 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74536 members 
Mstep: Class 2 contains 99157 members 
Entering Unmasked Estep 
Score: -10999344.000000 Penalty: 3921.139404
	Iteration 7Q: 3 clusters Score -1.099934e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68327 members 
Mstep: Class 2 contains 105366 members 
Entering Unmasked Estep 
Score: -11004625.000000 Penalty: 3921.139404
	Iteration 8F: 3 clusters Score -1.100462e+07 nChanged 10235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 113221 members 
Entering Unmasked Estep 
Score: -11011558.000000 Penalty: 3921.139404
	Iteration 9F: 3 clusters Score -1.101156e+07 nChanged 10637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 121448 members 
Entering Unmasked Estep 
Score: -11019371.000000 Penalty: 3921.139404
	Iteration 10F: 3 clusters Score -1.101937e+07 nChanged 9793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 128743 members 
Entering Unmasked Estep 
Score: -11026009.000000 Penalty: 3921.139404
	Iteration 11F: 3 clusters Score -1.102601e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 134624 members 
Entering Unmasked Estep 
Score: -11030771.000000 Penalty: 3921.139404
	Iteration 12Q: 3 clusters Score -1.103077e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 139504 members 
Entering Unmasked Estep 
Score: -11034287.000000 Penalty: 3921.139404
	Iteration 13Q: 3 clusters Score -1.103429e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 143836 members 
Entering Unmasked Estep 
Score: -11036829.000000 Penalty: 3921.139404
	Iteration 14Q: 3 clusters Score -1.103683e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 147880 members 
Entering Unmasked Estep 
Score: -11039032.000000 Penalty: 3921.139404
	Iteration 15Q: 3 clusters Score -1.103903e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 151637 members 
Entering Unmasked Estep 
Score: -11041083.000000 Penalty: 3921.139404
	Iteration 16Q: 3 clusters Score -1.104108e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 155230 members 
Entering Unmasked Estep 
Score: -11043242.000000 Penalty: 3921.139404
	Iteration 17Q: 3 clusters Score -1.104324e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 158551 members 
Entering Unmasked Estep 
Score: -11045145.000000 Penalty: 3921.139404
	Iteration 18Q: 3 clusters Score -1.104514e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 161514 members 
Entering Unmasked Estep 
Score: -11046969.000000 Penalty: 3921.139404
	Iteration 19Q: 3 clusters Score -1.104697e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 164123 members 
Entering Unmasked Estep 
Score: -11048764.000000 Penalty: 3921.139404
	Iteration 20F: 3 clusters Score -1.104876e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 166345 members 
Entering Unmasked Estep 
Score: -11050268.000000 Penalty: 3921.139404
	Iteration 21Q: 3 clusters Score -1.105027e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 168170 members 
Entering Unmasked Estep 
Score: -11051542.000000 Penalty: 3921.139404
	Iteration 22Q: 3 clusters Score -1.105154e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 169559 members 
Entering Unmasked Estep 
Score: -11052460.000000 Penalty: 3921.139404
	Iteration 23Q: 3 clusters Score -1.105246e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 170556 members 
Entering Unmasked Estep 
Score: -11053127.000000 Penalty: 3921.139404
	Iteration 24Q: 3 clusters Score -1.105313e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 171258 members 
Entering Unmasked Estep 
Score: -11053650.000000 Penalty: 3921.139404
	Iteration 25Q: 3 clusters Score -1.105365e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 171731 members 
Entering Unmasked Estep 
Score: -11053962.000000 Penalty: 3921.139404
	Iteration 26Q: 3 clusters Score -1.105396e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 172079 members 
Entering Unmasked Estep 
Score: -11054175.000000 Penalty: 3921.139404
	Iteration 27Q: 3 clusters Score -1.105418e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 172308 members 
Entering Unmasked Estep 
Score: -11054254.000000 Penalty: 3921.139404
	Iteration 28Q: 3 clusters Score -1.105425e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 172473 members 
Entering Unmasked Estep 
Score: -11054339.000000 Penalty: 3921.139404
	Iteration 29Q: 3 clusters Score -1.105434e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 172574 members 
Entering Unmasked Estep 
Score: -11054353.000000 Penalty: 3921.139404
	Iteration 30Q: 3 clusters Score -1.105435e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 172642 members 
Entering Unmasked Estep 
Score: -11054403.000000 Penalty: 3921.139404
	Iteration 31Q: 3 clusters Score -1.10544e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 172706 members 
Entering Unmasked Estep 
Score: -11054455.000000 Penalty: 3921.139404
	Iteration 32Q: 3 clusters Score -1.105446e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 172770 members 
Entering Unmasked Estep 
Score: -11054485.000000 Penalty: 3921.139404
	Iteration 33Q: 3 clusters Score -1.105448e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 172813 members 
Entering Unmasked Estep 
Score: -11054519.000000 Penalty: 3921.139404
	Iteration 34Q: 3 clusters Score -1.105452e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 172852 members 
Entering Unmasked Estep 
Score: -11054525.000000 Penalty: 3921.139404
	Iteration 35Q: 3 clusters Score -1.105452e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 172880 members 
Entering Unmasked Estep 
Score: -11054526.000000 Penalty: 3921.139404
	Iteration 36Q: 3 clusters Score -1.105453e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 172905 members 
Entering Unmasked Estep 
Score: -11054529.000000 Penalty: 3921.139404
	Iteration 37Q: 3 clusters Score -1.105453e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 172917 members 
Entering Unmasked Estep 
Score: -11054534.000000 Penalty: 3921.139404
	Iteration 38Q: 3 clusters Score -1.105453e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 172926 members 
Entering Unmasked Estep 
Score: -11054547.000000 Penalty: 3921.139404
	Iteration 39Q: 3 clusters Score -1.105455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 172933 members 
Entering Unmasked Estep 
Score: -11054547.000000 Penalty: 3921.139404
	Iteration 40F: 3 clusters Score -1.105455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 172943 members 
Entering Unmasked Estep 
Score: -11054545.000000 Penalty: 3921.139404
	Iteration 41Q: 3 clusters Score -1.105454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 172956 members 
Entering Unmasked Estep 
Score: -11054554.000000 Penalty: 3921.139404
	Iteration 42Q: 3 clusters Score -1.105455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 172966 members 
Entering Unmasked Estep 
Score: -11054547.000000 Penalty: 3921.139404
	Iteration 43Q: 3 clusters Score -1.105455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 172973 members 
Entering Unmasked Estep 
Score: -11054543.000000 Penalty: 3921.139404
	Iteration 44Q: 3 clusters Score -1.105454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 172980 members 
Entering Unmasked Estep 
Score: -11054558.000000 Penalty: 3921.139404
	Iteration 45Q: 3 clusters Score -1.105456e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 172989 members 
Entering Unmasked Estep 
Score: -11054574.000000 Penalty: 3921.139404
	Iteration 46Q: 3 clusters Score -1.105457e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 173002 members 
Entering Unmasked Estep 
Score: -11054574.000000 Penalty: 3921.139404
	Iteration 47Q: 3 clusters Score -1.105457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 173012 members 
Entering Unmasked Estep 
Score: -11054578.000000 Penalty: 3921.139404
	Iteration 48Q: 3 clusters Score -1.105458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 173022 members 
Entering Unmasked Estep 
Score: -11054586.000000 Penalty: 3921.139404
	Iteration 49Q: 3 clusters Score -1.105459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 173027 members 
Entering Unmasked Estep 
Score: -11054595.000000 Penalty: 3921.139404
	Iteration 50Q: 3 clusters Score -1.10546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 173031 members 
Entering Unmasked Estep 
Score: -11054594.000000 Penalty: 3921.139404
	Iteration 51Q: 3 clusters Score -1.105459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 173035 members 
Entering Unmasked Estep 
Score: -11054602.000000 Penalty: 3921.139404
	Iteration 52Q: 3 clusters Score -1.10546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 173036 members 
Entering Unmasked Estep 
Score: -11054610.000000 Penalty: 3921.139404
	Iteration 53Q: 3 clusters Score -1.105461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 173034 members 
Entering Unmasked Estep 
Score: -11054604.000000 Penalty: 3921.139404
	Iteration 54Q: 3 clusters Score -1.10546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 173031 members 
Entering Unmasked Estep 
Score: -11054610.000000 Penalty: 3921.139404
	Iteration 55Q: 3 clusters Score -1.105461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 173033 members 
Entering Unmasked Estep 
Score: -11054608.000000 Penalty: 3921.139404
	Iteration 56Q: 3 clusters Score -1.105461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 173032 members 
Entering Unmasked Estep 
Score: -11054603.000000 Penalty: 3921.139404
	Iteration 57Q: 3 clusters Score -1.10546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 173034 members 
Entering Unmasked Estep 
Score: -11054604.000000 Penalty: 3921.139404
	Iteration 58Q: 3 clusters Score -1.10546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 173035 members 
Entering Unmasked Estep 
Score: -11054608.000000 Penalty: 3921.139404
	Iteration 59Q: 3 clusters Score -1.105461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 173035 members 
Entering Unmasked Estep 
Score: -11054608.000000 Penalty: 3921.139404
	Iteration 60F: 3 clusters Score -1.105461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (150690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150690 members 
Entering Unmasked Estep 
Score: -9442681.000000 Penalty: 1937.484253
	Iteration 0F: 2 clusters Score -9442681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75288 members 
Mstep: Class 2 contains 75402 members 
Entering Unmasked Estep 
Score: -9341435.000000 Penalty: 3874.968506
	Iteration 0F: 3 clusters Score -9341435 nChanged 72514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75348 members 
Mstep: Class 2 contains 75342 members 
Entering Unmasked Estep 
Score: -9384734.000000 Penalty: 3874.968506
	Iteration 1F: 3 clusters Score -9384734 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75228 members 
Mstep: Class 2 contains 75462 members 
Entering Unmasked Estep 
Score: -9386398.000000 Penalty: 3874.968506
	Iteration 2Q: 3 clusters Score -9386398 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74941 members 
Mstep: Class 2 contains 75749 members 
Entering Unmasked Estep 
Score: -9388540.000000 Penalty: 3874.968506
	Iteration 3Q: 3 clusters Score -9388540 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74290 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -9391857.000000 Penalty: 3874.968506
	Iteration 4Q: 3 clusters Score -9391857 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73338 members 
Mstep: Class 2 contains 77352 members 
Entering Unmasked Estep 
Score: -9396657.000000 Penalty: 3874.968506
	Iteration 5F: 3 clusters Score -9396657 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 78363 members 
Entering Unmasked Estep 
Score: -9403621.000000 Penalty: 3874.968506
	Iteration 6F: 3 clusters Score -9403621 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71732 members 
Mstep: Class 2 contains 78958 members 
Entering Unmasked Estep 
Score: -9412004.000000 Penalty: 3874.968506
	Iteration 7F: 3 clusters Score -9412004 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72112 members 
Mstep: Class 2 contains 78578 members 
Entering Unmasked Estep 
Score: -9421029.000000 Penalty: 3874.968506
	Iteration 8F: 3 clusters Score -9421029 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 77596 members 
Entering Unmasked Estep 
Score: -9428074.000000 Penalty: 3874.968506
	Iteration 9F: 3 clusters Score -9428074 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74127 members 
Mstep: Class 2 contains 76563 members 
Entering Unmasked Estep 
Score: -9431973.000000 Penalty: 3874.968506
	Iteration 10Q: 3 clusters Score -9431973 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 75665 members 
Entering Unmasked Estep 
Score: -9434132.000000 Penalty: 3874.968506
	Iteration 11Q: 3 clusters Score -9434132 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75880 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
Score: -9435601.000000 Penalty: 3874.968506
	Iteration 12Q: 3 clusters Score -9435601 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76808 members 
Mstep: Class 2 contains 73882 members 
Entering Unmasked Estep 
Score: -9436680.000000 Penalty: 3874.968506
	Iteration 13Q: 3 clusters Score -9436680 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77768 members 
Mstep: Class 2 contains 72922 members 
Entering Unmasked Estep 
Score: -9437623.000000 Penalty: 3874.968506
	Iteration 14Q: 3 clusters Score -9437623 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78802 members 
Mstep: Class 2 contains 71888 members 
Entering Unmasked Estep 
Score: -9438324.000000 Penalty: 3874.968506
	Iteration 15Q: 3 clusters Score -9438324 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79814 members 
Mstep: Class 2 contains 70876 members 
Entering Unmasked Estep 
Score: -9438731.000000 Penalty: 3874.968506
	Iteration 16Q: 3 clusters Score -9438731 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 69966 members 
Entering Unmasked Estep 
Score: -9439070.000000 Penalty: 3874.968506
	Iteration 17Q: 3 clusters Score -9439070 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81576 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -9439360.000000 Penalty: 3874.968506
	Iteration 18Q: 3 clusters Score -9439360 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82342 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -9439570.000000 Penalty: 3874.968506
	Iteration 19Q: 3 clusters Score -9439570 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83079 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -9439714.000000 Penalty: 3874.968506
	Iteration 20F: 3 clusters Score -9439714 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83760 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -9439818.000000 Penalty: 3874.968506
	Iteration 21Q: 3 clusters Score -9439818 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 66341 members 
Entering Unmasked Estep 
Score: -9439915.000000 Penalty: 3874.968506
	Iteration 22Q: 3 clusters Score -9439915 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84851 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -9439999.000000 Penalty: 3874.968506
	Iteration 23Q: 3 clusters Score -9439999 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85343 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -9440043.000000 Penalty: 3874.968506
	Iteration 24Q: 3 clusters Score -9440043 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85822 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -9440098.000000 Penalty: 3874.968506
	Iteration 25Q: 3 clusters Score -9440098 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86280 members 
Mstep: Class 2 contains 64410 members 
Entering Unmasked Estep 
Score: -9440146.000000 Penalty: 3874.968506
	Iteration 26Q: 3 clusters Score -9440146 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86700 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -9440163.000000 Penalty: 3874.968506
	Iteration 27Q: 3 clusters Score -9440163 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87102 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -9440179.000000 Penalty: 3874.968506
	Iteration 28Q: 3 clusters Score -9440179 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -9440210.000000 Penalty: 3874.968506
	Iteration 29Q: 3 clusters Score -9440210 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87857 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -9440197.000000 Penalty: 3874.968506
	Iteration 30Q: 3 clusters Score -9440197 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88149 members 
Mstep: Class 2 contains 62541 members 
Entering Unmasked Estep 
Score: -9440236.000000 Penalty: 3874.968506
	Iteration 31Q: 3 clusters Score -9440236 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88406 members 
Mstep: Class 2 contains 62284 members 
Entering Unmasked Estep 
Score: -9440273.000000 Penalty: 3874.968506
	Iteration 32Q: 3 clusters Score -9440273 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88651 members 
Mstep: Class 2 contains 62039 members 
Entering Unmasked Estep 
Score: -9440302.000000 Penalty: 3874.968506
	Iteration 33Q: 3 clusters Score -9440302 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88874 members 
Mstep: Class 2 contains 61816 members 
Entering Unmasked Estep 
Score: -9440280.000000 Penalty: 3874.968506
	Iteration 34Q: 3 clusters Score -9440280 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89067 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -9440289.000000 Penalty: 3874.968506
	Iteration 35Q: 3 clusters Score -9440289 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89249 members 
Mstep: Class 2 contains 61441 members 
Entering Unmasked Estep 
Score: -9440274.000000 Penalty: 3874.968506
	Iteration 36Q: 3 clusters Score -9440274 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 61275 members 
Entering Unmasked Estep 
Score: -9440256.000000 Penalty: 3874.968506
	Iteration 37Q: 3 clusters Score -9440256 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89565 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -9440272.000000 Penalty: 3874.968506
	Iteration 38Q: 3 clusters Score -9440272 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89683 members 
Mstep: Class 2 contains 61007 members 
Entering Unmasked Estep 
Score: -9440301.000000 Penalty: 3874.968506
	Iteration 39Q: 3 clusters Score -9440301 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89787 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -9440289.000000 Penalty: 3874.968506
	Iteration 40F: 3 clusters Score -9440289 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89884 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -9440294.000000 Penalty: 3874.968506
	Iteration 41Q: 3 clusters Score -9440294 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89983 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -9440273.000000 Penalty: 3874.968506
	Iteration 42Q: 3 clusters Score -9440273 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90077 members 
Mstep: Class 2 contains 60613 members 
Entering Unmasked Estep 
Score: -9440244.000000 Penalty: 3874.968506
	Iteration 43Q: 3 clusters Score -9440244 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90162 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -9440261.000000 Penalty: 3874.968506
	Iteration 44Q: 3 clusters Score -9440261 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90251 members 
Mstep: Class 2 contains 60439 members 
Entering Unmasked Estep 
Score: -9440274.000000 Penalty: 3874.968506
	Iteration 45Q: 3 clusters Score -9440274 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90331 members 
Mstep: Class 2 contains 60359 members 
Entering Unmasked Estep 
Score: -9440276.000000 Penalty: 3874.968506
	Iteration 46Q: 3 clusters Score -9440276 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90422 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -9440283.000000 Penalty: 3874.968506
	Iteration 47Q: 3 clusters Score -9440283 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90496 members 
Mstep: Class 2 contains 60194 members 
Entering Unmasked Estep 
Score: -9440273.000000 Penalty: 3874.968506
	Iteration 48Q: 3 clusters Score -9440273 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90577 members 
Mstep: Class 2 contains 60113 members 
Entering Unmasked Estep 
Score: -9440276.000000 Penalty: 3874.968506
	Iteration 49Q: 3 clusters Score -9440276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 60048 members 
Entering Unmasked Estep 
Score: -9440284.000000 Penalty: 3874.968506
	Iteration 50Q: 3 clusters Score -9440284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90689 members 
Mstep: Class 2 contains 60001 members 
Entering Unmasked Estep 
Score: -9440287.000000 Penalty: 3874.968506
	Iteration 51Q: 3 clusters Score -9440287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90733 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -9440289.000000 Penalty: 3874.968506
	Iteration 52Q: 3 clusters Score -9440289 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -9440266.000000 Penalty: 3874.968506
	Iteration 53Q: 3 clusters Score -9440266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 59870 members 
Entering Unmasked Estep 
Score: -9440266.000000 Penalty: 3874.968506
	Iteration 54Q: 3 clusters Score -9440266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90854 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -9440275.000000 Penalty: 3874.968506
	Iteration 55Q: 3 clusters Score -9440275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90882 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -9440279.000000 Penalty: 3874.968506
	Iteration 56Q: 3 clusters Score -9440279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90908 members 
Mstep: Class 2 contains 59782 members 
Entering Unmasked Estep 
Score: -9440278.000000 Penalty: 3874.968506
	Iteration 57Q: 3 clusters Score -9440278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90936 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -9440282.000000 Penalty: 3874.968506
	Iteration 58Q: 3 clusters Score -9440282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 59724 members 
Entering Unmasked Estep 
Score: -9440274.000000 Penalty: 3874.968506
	Iteration 59Q: 3 clusters Score -9440274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90999 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -9440272.000000 Penalty: 3874.968506
	Iteration 60F: 3 clusters Score -9440272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91034 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -9440260.000000 Penalty: 3874.968506
	Iteration 61Q: 3 clusters Score -9440260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91060 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -9440251.000000 Penalty: 3874.968506
	Iteration 62Q: 3 clusters Score -9440251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91083 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -9440252.000000 Penalty: 3874.968506
	Iteration 63Q: 3 clusters Score -9440252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91112 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -9440257.000000 Penalty: 3874.968506
	Iteration 64Q: 3 clusters Score -9440257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91133 members 
Mstep: Class 2 contains 59557 members 
Entering Unmasked Estep 
Score: -9440246.000000 Penalty: 3874.968506
	Iteration 65Q: 3 clusters Score -9440246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91155 members 
Mstep: Class 2 contains 59535 members 
Entering Unmasked Estep 
Score: -9440238.000000 Penalty: 3874.968506
	Iteration 66Q: 3 clusters Score -9440238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91166 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -9440241.000000 Penalty: 3874.968506
	Iteration 67Q: 3 clusters Score -9440241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
Score: -9440242.000000 Penalty: 3874.968506
	Iteration 68Q: 3 clusters Score -9440242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91190 members 
Mstep: Class 2 contains 59500 members 
Entering Unmasked Estep 
Score: -9440239.000000 Penalty: 3874.968506
	Iteration 69Q: 3 clusters Score -9440239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -9440236.000000 Penalty: 3874.968506
	Iteration 70Q: 3 clusters Score -9440236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91210 members 
Mstep: Class 2 contains 59480 members 
Entering Unmasked Estep 
Score: -9440254.000000 Penalty: 3874.968506
	Iteration 71Q: 3 clusters Score -9440254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91223 members 
Mstep: Class 2 contains 59467 members 
Entering Unmasked Estep 
Score: -9440254.000000 Penalty: 3874.968506
	Iteration 72Q: 3 clusters Score -9440254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91233 members 
Mstep: Class 2 contains 59457 members 
Entering Unmasked Estep 
Score: -9440259.000000 Penalty: 3874.968506
	Iteration 73Q: 3 clusters Score -9440259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91242 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -9440255.000000 Penalty: 3874.968506
	Iteration 74Q: 3 clusters Score -9440255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91254 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -9440260.000000 Penalty: 3874.968506
	Iteration 75Q: 3 clusters Score -9440260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91262 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -9440258.000000 Penalty: 3874.968506
	Iteration 76Q: 3 clusters Score -9440258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -9440253.000000 Penalty: 3874.968506
	Iteration 77Q: 3 clusters Score -9440253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 59404 members 
Entering Unmasked Estep 
Score: -9440259.000000 Penalty: 3874.968506
	Iteration 78Q: 3 clusters Score -9440259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91294 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -9440258.000000 Penalty: 3874.968506
	Iteration 79Q: 3 clusters Score -9440258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91304 members 
Mstep: Class 2 contains 59386 members 
Entering Unmasked Estep 
Score: -9440247.000000 Penalty: 3874.968506
	Iteration 80F: 3 clusters Score -9440247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91313 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
Score: -9440252.000000 Penalty: 3874.968506
	Iteration 81Q: 3 clusters Score -9440252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91322 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -9440252.000000 Penalty: 3874.968506
	Iteration 82Q: 3 clusters Score -9440252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91326 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -9440248.000000 Penalty: 3874.968506
	Iteration 83Q: 3 clusters Score -9440248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91328 members 
Mstep: Class 2 contains 59362 members 
Entering Unmasked Estep 
Score: -9440248.000000 Penalty: 3874.968506
	Iteration 84Q: 3 clusters Score -9440248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91333 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -9440251.000000 Penalty: 3874.968506
	Iteration 85Q: 3 clusters Score -9440251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91337 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -9440257.000000 Penalty: 3874.968506
	Iteration 86Q: 3 clusters Score -9440257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91337 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -9440257.000000 Penalty: 3874.968506
	Iteration 87F: 3 clusters Score -9440257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (149831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149831 members 
Entering Unmasked Estep 
Score: -9415407.000000 Penalty: 1936.555298
	Iteration 0F: 2 clusters Score -9415407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 75064 members 
Entering Unmasked Estep 
Score: -9314901.000000 Penalty: 3873.110596
	Iteration 0F: 3 clusters Score -9314901 nChanged 72246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72143 members 
Mstep: Class 2 contains 77688 members 
Entering Unmasked Estep 
Score: -9357281.000000 Penalty: 3873.110596
	Iteration 1F: 3 clusters Score -9357281 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70372 members 
Mstep: Class 2 contains 79459 members 
Entering Unmasked Estep 
Score: -9358506.000000 Penalty: 3873.110596
	Iteration 2Q: 3 clusters Score -9358506 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67574 members 
Mstep: Class 2 contains 82257 members 
Entering Unmasked Estep 
Score: -9360310.000000 Penalty: 3873.110596
	Iteration 3Q: 3 clusters Score -9360310 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63339 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -9363560.000000 Penalty: 3873.110596
	Iteration 4Q: 3 clusters Score -9363560 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -9368582.000000 Penalty: 3873.110596
	Iteration 5F: 3 clusters Score -9368582 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 100311 members 
Entering Unmasked Estep 
Score: -9376156.000000 Penalty: 3873.110596
	Iteration 6F: 3 clusters Score -9376156 nChanged 11495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 108650 members 
Entering Unmasked Estep 
Score: -9385434.000000 Penalty: 3873.110596
	Iteration 7F: 3 clusters Score -9385434 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 115785 members 
Entering Unmasked Estep 
Score: -9394470.000000 Penalty: 3873.110596
	Iteration 8F: 3 clusters Score -9394470 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 120730 members 
Entering Unmasked Estep 
Score: -9401367.000000 Penalty: 3873.110596
	Iteration 9F: 3 clusters Score -9401367 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 124022 members 
Entering Unmasked Estep 
Score: -9405934.000000 Penalty: 3873.110596
	Iteration 10Q: 3 clusters Score -9405934 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 126436 members 
Entering Unmasked Estep 
Score: -9408805.000000 Penalty: 3873.110596
	Iteration 11Q: 3 clusters Score -9408805 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 128348 members 
Entering Unmasked Estep 
Score: -9410744.000000 Penalty: 3873.110596
	Iteration 12Q: 3 clusters Score -9410744 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 129910 members 
Entering Unmasked Estep 
Score: -9412097.000000 Penalty: 3873.110596
	Iteration 13Q: 3 clusters Score -9412097 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 131220 members 
Entering Unmasked Estep 
Score: -9412975.000000 Penalty: 3873.110596
	Iteration 14Q: 3 clusters Score -9412975 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 132258 members 
Entering Unmasked Estep 
Score: -9413445.000000 Penalty: 3873.110596
	Iteration 15Q: 3 clusters Score -9413445 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 133112 members 
Entering Unmasked Estep 
Score: -9413763.000000 Penalty: 3873.110596
	Iteration 16Q: 3 clusters Score -9413763 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 133842 members 
Entering Unmasked Estep 
Score: -9413984.000000 Penalty: 3873.110596
	Iteration 17Q: 3 clusters Score -9413984 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 134482 members 
Entering Unmasked Estep 
Score: -9414093.000000 Penalty: 3873.110596
	Iteration 18Q: 3 clusters Score -9414093 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 135039 members 
Entering Unmasked Estep 
Score: -9414214.000000 Penalty: 3873.110596
	Iteration 19Q: 3 clusters Score -9414214 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 135528 members 
Entering Unmasked Estep 
Score: -9414314.000000 Penalty: 3873.110596
	Iteration 20F: 3 clusters Score -9414314 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 135975 members 
Entering Unmasked Estep 
Score: -9414356.000000 Penalty: 3873.110596
	Iteration 21Q: 3 clusters Score -9414356 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 136399 members 
Entering Unmasked Estep 
Score: -9414453.000000 Penalty: 3873.110596
	Iteration 22Q: 3 clusters Score -9414453 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 136756 members 
Entering Unmasked Estep 
Score: -9414499.000000 Penalty: 3873.110596
	Iteration 23Q: 3 clusters Score -9414499 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 137052 members 
Entering Unmasked Estep 
Score: -9414550.000000 Penalty: 3873.110596
	Iteration 24Q: 3 clusters Score -9414550 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 137337 members 
Entering Unmasked Estep 
Score: -9414591.000000 Penalty: 3873.110596
	Iteration 25Q: 3 clusters Score -9414591 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 137622 members 
Entering Unmasked Estep 
Score: -9414632.000000 Penalty: 3873.110596
	Iteration 26Q: 3 clusters Score -9414632 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 137886 members 
Entering Unmasked Estep 
Score: -9414691.000000 Penalty: 3873.110596
	Iteration 27Q: 3 clusters Score -9414691 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 138132 members 
Entering Unmasked Estep 
Score: -9414706.000000 Penalty: 3873.110596
	Iteration 28Q: 3 clusters Score -9414706 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 138348 members 
Entering Unmasked Estep 
Score: -9414757.000000 Penalty: 3873.110596
	Iteration 29Q: 3 clusters Score -9414757 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 138554 members 
Entering Unmasked Estep 
Score: -9414802.000000 Penalty: 3873.110596
	Iteration 30Q: 3 clusters Score -9414802 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 138731 members 
Entering Unmasked Estep 
Score: -9414807.000000 Penalty: 3873.110596
	Iteration 31Q: 3 clusters Score -9414807 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 138899 members 
Entering Unmasked Estep 
Score: -9414814.000000 Penalty: 3873.110596
	Iteration 32Q: 3 clusters Score -9414814 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 139058 members 
Entering Unmasked Estep 
Score: -9414826.000000 Penalty: 3873.110596
	Iteration 33Q: 3 clusters Score -9414826 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 139214 members 
Entering Unmasked Estep 
Score: -9414865.000000 Penalty: 3873.110596
	Iteration 34Q: 3 clusters Score -9414865 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 139334 members 
Entering Unmasked Estep 
Score: -9414899.000000 Penalty: 3873.110596
	Iteration 35Q: 3 clusters Score -9414899 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 139439 members 
Entering Unmasked Estep 
Score: -9414915.000000 Penalty: 3873.110596
	Iteration 36Q: 3 clusters Score -9414915 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 139548 members 
Entering Unmasked Estep 
Score: -9414908.000000 Penalty: 3873.110596
	Iteration 37Q: 3 clusters Score -9414908 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 139653 members 
Entering Unmasked Estep 
Score: -9414913.000000 Penalty: 3873.110596
	Iteration 38Q: 3 clusters Score -9414913 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 139734 members 
Entering Unmasked Estep 
Score: -9414921.000000 Penalty: 3873.110596
	Iteration 39Q: 3 clusters Score -9414921 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 139811 members 
Entering Unmasked Estep 
Score: -9414939.000000 Penalty: 3873.110596
	Iteration 40F: 3 clusters Score -9414939 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 139873 members 
Entering Unmasked Estep 
Score: -9414938.000000 Penalty: 3873.110596
	Iteration 41Q: 3 clusters Score -9414938 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 139929 members 
Entering Unmasked Estep 
Score: -9414952.000000 Penalty: 3873.110596
	Iteration 42Q: 3 clusters Score -9414952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 139968 members 
Entering Unmasked Estep 
Score: -9414949.000000 Penalty: 3873.110596
	Iteration 43Q: 3 clusters Score -9414949 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 140007 members 
Entering Unmasked Estep 
Score: -9414967.000000 Penalty: 3873.110596
	Iteration 44Q: 3 clusters Score -9414967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 140040 members 
Entering Unmasked Estep 
Score: -9414970.000000 Penalty: 3873.110596
	Iteration 45Q: 3 clusters Score -9414970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 140068 members 
Entering Unmasked Estep 
Score: -9414965.000000 Penalty: 3873.110596
	Iteration 46Q: 3 clusters Score -9414965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 140091 members 
Entering Unmasked Estep 
Score: -9414951.000000 Penalty: 3873.110596
	Iteration 47Q: 3 clusters Score -9414951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 140117 members 
Entering Unmasked Estep 
Score: -9414950.000000 Penalty: 3873.110596
	Iteration 48Q: 3 clusters Score -9414950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 140148 members 
Entering Unmasked Estep 
Score: -9414954.000000 Penalty: 3873.110596
	Iteration 49Q: 3 clusters Score -9414954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 140173 members 
Entering Unmasked Estep 
Score: -9414948.000000 Penalty: 3873.110596
	Iteration 50Q: 3 clusters Score -9414948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 140195 members 
Entering Unmasked Estep 
Score: -9414952.000000 Penalty: 3873.110596
	Iteration 51Q: 3 clusters Score -9414952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 140219 members 
Entering Unmasked Estep 
Score: -9414958.000000 Penalty: 3873.110596
	Iteration 52Q: 3 clusters Score -9414958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 140250 members 
Entering Unmasked Estep 
Score: -9414964.000000 Penalty: 3873.110596
	Iteration 53Q: 3 clusters Score -9414964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 140289 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9414970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 140322 members 
Entering Unmasked Estep 
Score: -9414955.000000 Penalty: 3873.110596
	Iteration 55Q: 3 clusters Score -9414955 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 140354 members 
Entering Unmasked Estep 
Score: -9414953.000000 Penalty: 3873.110596
	Iteration 56Q: 3 clusters Score -9414953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 140383 members 
Entering Unmasked Estep 
Score: -9414960.000000 Penalty: 3873.110596
	Iteration 57Q: 3 clusters Score -9414960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 140411 members 
Entering Unmasked Estep 
Score: -9414963.000000 Penalty: 3873.110596
	Iteration 58Q: 3 clusters Score -9414963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 140439 members 
Entering Unmasked Estep 
Score: -9414981.000000 Penalty: 3873.110596
	Iteration 59Q: 3 clusters Score -9414981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 140464 members 
Entering Unmasked Estep 
Score: -9414989.000000 Penalty: 3873.110596
	Iteration 60F: 3 clusters Score -9414989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 140490 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9414989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 140516 members 
Entering Unmasked Estep 
Score: -9414990.000000 Penalty: 3873.110596
	Iteration 62Q: 3 clusters Score -9414990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 140541 members 
Entering Unmasked Estep 
Score: -9414988.000000 Penalty: 3873.110596
	Iteration 63Q: 3 clusters Score -9414988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 140568 members 
Entering Unmasked Estep 
Score: -9414976.000000 Penalty: 3873.110596
	Iteration 64Q: 3 clusters Score -9414976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 140591 members 
Entering Unmasked Estep 
Score: -9414975.000000 Penalty: 3873.110596
	Iteration 65Q: 3 clusters Score -9414975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 140610 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9414960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 140638 members 
Entering Unmasked Estep 
Score: -9414954.000000 Penalty: 3873.110596
	Iteration 67Q: 3 clusters Score -9414954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 140665 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9414954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 140685 members 
Entering Unmasked Estep 
Score: -9414969.000000 Penalty: 3873.110596
	Iteration 69Q: 3 clusters Score -9414969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 140704 members 
Entering Unmasked Estep 
Score: -9414979.000000 Penalty: 3873.110596
	Iteration 70Q: 3 clusters Score -9414979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 140718 members 
Entering Unmasked Estep 
Score: -9414982.000000 Penalty: 3873.110596
	Iteration 71Q: 3 clusters Score -9414982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 140729 members 
Entering Unmasked Estep 
Score: -9414986.000000 Penalty: 3873.110596
	Iteration 72Q: 3 clusters Score -9414986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 140737 members 
Entering Unmasked Estep 
Score: -9414989.000000 Penalty: 3873.110596
	Iteration 73Q: 3 clusters Score -9414989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 140741 members 
Entering Unmasked Estep 
Score: -9414983.000000 Penalty: 3873.110596
	Iteration 74Q: 3 clusters Score -9414983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 140748 members 
Entering Unmasked Estep 
Score: -9414984.000000 Penalty: 3873.110596
	Iteration 75Q: 3 clusters Score -9414984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 140756 members 
Entering Unmasked Estep 
Score: -9414994.000000 Penalty: 3873.110596
	Iteration 76Q: 3 clusters Score -9414994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 140764 members 
Entering Unmasked Estep 
Score: -9414999.000000 Penalty: 3873.110596
	Iteration 77Q: 3 clusters Score -9414999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 140771 members 
Entering Unmasked Estep 
Score: -9414991.000000 Penalty: 3873.110596
	Iteration 78Q: 3 clusters Score -9414991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 140782 members 
Entering Unmasked Estep 
Score: -9414987.000000 Penalty: 3873.110596
	Iteration 79Q: 3 clusters Score -9414987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 140789 members 
Entering Unmasked Estep 
Score: -9414996.000000 Penalty: 3873.110596
	Iteration 80F: 3 clusters Score -9414996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 140795 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9414996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 140806 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9414996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 140818 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9414995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 140828 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9415000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 140837 members 
Entering Unmasked Estep 
Score: -9415004.000000 Penalty: 3873.110596
	Iteration 85Q: 3 clusters Score -9415004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 140851 members 
Entering Unmasked Estep 
Score: -9415013.000000 Penalty: 3873.110596
	Iteration 86Q: 3 clusters Score -9415013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 140863 members 
Entering Unmasked Estep 
Score: -9415010.000000 Penalty: 3873.110596
	Iteration 87Q: 3 clusters Score -9415010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 140874 members 
Entering Unmasked Estep 
Score: -9415019.000000 Penalty: 3873.110596
	Iteration 88Q: 3 clusters Score -9415019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 140882 members 
Entering Unmasked Estep 
Score: -9415023.000000 Penalty: 3873.110596
	Iteration 89Q: 3 clusters Score -9415023 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 140894 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9415020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 140904 members 
Entering Unmasked Estep 
Score: -9415006.000000 Penalty: 3873.110596
	Iteration 91Q: 3 clusters Score -9415006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 140914 members 
Entering Unmasked Estep 
Score: -9415003.000000 Penalty: 3873.110596
	Iteration 92Q: 3 clusters Score -9415003 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 140927 members 
Entering Unmasked Estep 
Score: -9415012.000000 Penalty: 3873.110596
	Iteration 93Q: 3 clusters Score -9415012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 140934 members 
Entering Unmasked Estep 
Score: -9415007.000000 Penalty: 3873.110596
	Iteration 94Q: 3 clusters Score -9415007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 140939 members 
Entering Unmasked Estep 
Score: -9415015.000000 Penalty: 3873.110596
	Iteration 95Q: 3 clusters Score -9415015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 140944 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9415015 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 140953 members 
Entering Unmasked Estep 
Score: -9415009.000000 Penalty: 3873.110596
	Iteration 97Q: 3 clusters Score -9415009 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 140966 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9415010 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 140975 members 
Entering Unmasked Estep 
Score: -9415008.000000 Penalty: 3873.110596
	Iteration 99Q: 3 clusters Score -9415008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 140983 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9415000 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 140995 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9415008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 141009 members 
Entering Unmasked Estep 
Score: -9415001.000000 Penalty: 3873.110596
	Iteration 102Q: 3 clusters Score -9415001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 141019 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9414999 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 141028 members 
Entering Unmasked Estep 
Score: -9414991.000000 Penalty: 3873.110596
	Iteration 104Q: 3 clusters Score -9414991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 141033 members 
Entering Unmasked Estep 
Score: -9415002.000000 Penalty: 3873.110596
	Iteration 105Q: 3 clusters Score -9415002 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 141044 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9414995 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 141050 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9415000 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 141061 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9415000 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 141071 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9414994 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 141078 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9414998 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 141082 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9414998 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 141086 members 
Entering Unmasked Estep 
Score: -9415003.000000 Penalty: 3873.110596
	Iteration 112Q: 3 clusters Score -9415003 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 141090 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9414995 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 141093 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9414989 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8736 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9414989 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 141097 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9414989 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 141099 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9414995 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 141100 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9414997 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 141102 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9414998 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9415002.000000 Penalty: 3873.110596
	Iteration 120F: 3 clusters Score -9415002 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9414999.000000 Penalty: 3873.110596
	Iteration 121Q: 3 clusters Score -9414999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 141106 members 
Entering Unmasked Estep 
Score: -9415000.000000 Penalty: 3873.110596
	Iteration 122Q: 3 clusters Score -9415000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 141107 members 
Entering Unmasked Estep 
Score: -9414998.000000 Penalty: 3873.110596
	Iteration 123Q: 3 clusters Score -9414998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 141108 members 
Entering Unmasked Estep 
Score: -9414998.000000 Penalty: 3873.110596
	Iteration 124Q: 3 clusters Score -9414998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 141109 members 
Entering Unmasked Estep 
Score: -9414996.000000 Penalty: 3873.110596
	Iteration 125Q: 3 clusters Score -9414996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 141111 members 
Entering Unmasked Estep 
Score: -9414990.000000 Penalty: 3873.110596
	Iteration 126Q: 3 clusters Score -9414990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 141114 members 
Entering Unmasked Estep 
Score: -9414995.000000 Penalty: 3873.110596
	Iteration 127Q: 3 clusters Score -9414995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 141118 members 
Entering Unmasked Estep 
Score: -9414999.000000 Penalty: 3873.110596
	Iteration 128Q: 3 clusters Score -9414999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 141122 members 
Entering Unmasked Estep 
Score: -9414998.000000 Penalty: 3873.110596
	Iteration 129Q: 3 clusters Score -9414998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 141126 members 
Entering Unmasked Estep 
Score: -9415006.000000 Penalty: 3873.110596
	Iteration 130Q: 3 clusters Score -9415006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 141130 members 
Entering Unmasked Estep 
Score: -9415006.000000 Penalty: 3873.110596
	Iteration 131Q: 3 clusters Score -9415006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 141136 members 
Entering Unmasked Estep 
Score: -9415019.000000 Penalty: 3873.110596
	Iteration 132Q: 3 clusters Score -9415019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 141136 members 
Entering Unmasked Estep 
Score: -9415019.000000 Penalty: 3873.110596
	Iteration 133F: 3 clusters Score -9415019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Entering Unmasked Estep 
Score: -508331.843750 Penalty: 1461.229980
	Iteration 0F: 2 clusters Score -508331.8 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 3956 members 
Entering Unmasked Estep 
Score: -502399.843750 Penalty: 2922.459961
	Iteration 0F: 3 clusters Score -502399.8 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -504231.875000 Penalty: 2922.459961
	Iteration 1F: 3 clusters Score -504231.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -504568.562500 Penalty: 2922.459961
	Iteration 2F: 3 clusters Score -504568.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -504916.281250 Penalty: 2922.459961
	Iteration 3F: 3 clusters Score -504916.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -505351.000000 Penalty: 2922.459961
	Iteration 4F: 3 clusters Score -505351 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -505809.000000 Penalty: 2922.459961
	Iteration 5F: 3 clusters Score -505809 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -506287.562500 Penalty: 2922.459961
	Iteration 6F: 3 clusters Score -506287.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -506770.968750 Penalty: 2922.459961
	Iteration 7F: 3 clusters Score -506771 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -507202.093750 Penalty: 2922.459961
	Iteration 8F: 3 clusters Score -507202.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -507520.906250 Penalty: 2922.459961
	Iteration 9F: 3 clusters Score -507520.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -507723.156250 Penalty: 2922.459961
	Iteration 10Q: 3 clusters Score -507723.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -507865.062500 Penalty: 2922.459961
	Iteration 11Q: 3 clusters Score -507865.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -507956.718750 Penalty: 2922.459961
	Iteration 12Q: 3 clusters Score -507956.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -508003.093750 Penalty: 2922.459961
	Iteration 13Q: 3 clusters Score -508003.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -508033.750000 Penalty: 2922.459961
	Iteration 14Q: 3 clusters Score -508033.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -508057.812500 Penalty: 2922.459961
	Iteration 15Q: 3 clusters Score -508057.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -508080.000000 Penalty: 2922.459961
	Iteration 16Q: 3 clusters Score -508080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -508092.343750 Penalty: 2922.459961
	Iteration 17Q: 3 clusters Score -508092.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -508096.250000 Penalty: 2922.459961
	Iteration 18Q: 3 clusters Score -508096.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -508100.531250 Penalty: 2922.459961
	Iteration 19Q: 3 clusters Score -508100.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -508101.875000 Penalty: 2922.459961
	Iteration 20F: 3 clusters Score -508101.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -508103.843750 Penalty: 2922.459961
	Iteration 21Q: 3 clusters Score -508103.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -508104.687500 Penalty: 2922.459961
	Iteration 22Q: 3 clusters Score -508104.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -508104.468750 Penalty: 2922.459961
	Iteration 23Q: 3 clusters Score -508104.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -508104.718750 Penalty: 2922.459961
	Iteration 24Q: 3 clusters Score -508104.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -508104.593750 Penalty: 2922.459961
	Iteration 25Q: 3 clusters Score -508104.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -508104.625000 Penalty: 2922.459961
	Iteration 26Q: 3 clusters Score -508104.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -508104.625000 Penalty: 2922.459961
	Iteration 27F: 3 clusters Score -508104.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Entering Unmasked Estep 
Score: -103872.710938 Penalty: 1198.479004
	Iteration 0F: 2 clusters Score -103872.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -102036.968750 Penalty: 2396.958008
	Iteration 0F: 3 clusters Score -102037 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -102417.382812 Penalty: 2396.958008
	Iteration 1F: 3 clusters Score -102417.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -102501.328125 Penalty: 2396.958008
	Iteration 2F: 3 clusters Score -102501.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -102547.023438 Penalty: 2396.958008
	Iteration 3Q: 3 clusters Score -102547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -102568.390625 Penalty: 2396.958008
	Iteration 4Q: 3 clusters Score -102568.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -102587.773438 Penalty: 2396.958008
	Iteration 5Q: 3 clusters Score -102587.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -102607.929688 Penalty: 2396.958008
	Iteration 6Q: 3 clusters Score -102607.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -102616.000000 Penalty: 2396.958008
	Iteration 7Q: 3 clusters Score -102616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -102621.281250 Penalty: 2396.958008
	Iteration 8Q: 3 clusters Score -102621.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -102625.390625 Penalty: 2396.958008
	Iteration 9Q: 3 clusters Score -102625.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -102631.093750 Penalty: 2396.958008
	Iteration 10Q: 3 clusters Score -102631.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -102632.578125 Penalty: 2396.958008
	Iteration 11Q: 3 clusters Score -102632.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -102634.570312 Penalty: 2396.958008
	Iteration 12Q: 3 clusters Score -102634.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -102635.296875 Penalty: 2396.958008
	Iteration 13Q: 3 clusters Score -102635.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -102637.765625 Penalty: 2396.958008
	Iteration 14Q: 3 clusters Score -102637.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -102639.210938 Penalty: 2396.958008
	Iteration 15Q: 3 clusters Score -102639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -102641.664062 Penalty: 2396.958008
	Iteration 16Q: 3 clusters Score -102641.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -102643.046875 Penalty: 2396.958008
	Iteration 17Q: 3 clusters Score -102643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -102644.781250 Penalty: 2396.958008
	Iteration 18Q: 3 clusters Score -102644.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -102647.320312 Penalty: 2396.958008
	Iteration 19Q: 3 clusters Score -102647.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -102650.531250 Penalty: 2396.958008
	Iteration 20F: 3 clusters Score -102650.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -102651.585938 Penalty: 2396.958008
	Iteration 21Q: 3 clusters Score -102651.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -102652.320312 Penalty: 2396.958008
	Iteration 22Q: 3 clusters Score -102652.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -102653.062500 Penalty: 2396.958008
	Iteration 23Q: 3 clusters Score -102653.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -102653.515625 Penalty: 2396.958008
	Iteration 24Q: 3 clusters Score -102653.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -102654.070312 Penalty: 2396.958008
	Iteration 25Q: 3 clusters Score -102654.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -102654.070312 Penalty: 2396.958008
	Iteration 26F: 3 clusters Score -102654.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (60968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Entering Unmasked Estep 
Score: -3882623.500000 Penalty: 1790.442017
	Iteration 0F: 2 clusters Score -3882624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -3841861.250000 Penalty: 3580.884033
	Iteration 0F: 3 clusters Score -3841861 nChanged 28911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -3859617.500000 Penalty: 3580.884033
	Iteration 1F: 3 clusters Score -3859618 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -3861372.500000 Penalty: 3580.884033
	Iteration 2F: 3 clusters Score -3861372 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -3863848.000000 Penalty: 3580.884033
	Iteration 3F: 3 clusters Score -3863848 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -3867201.750000 Penalty: 3580.884033
	Iteration 4F: 3 clusters Score -3867202 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -3870629.250000 Penalty: 3580.884033
	Iteration 5F: 3 clusters Score -3870629 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -3872977.750000 Penalty: 3580.884033
	Iteration 6F: 3 clusters Score -3872978 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -3874103.000000 Penalty: 3580.884033
	Iteration 7Q: 3 clusters Score -3874103 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -3874619.500000 Penalty: 3580.884033
	Iteration 8Q: 3 clusters Score -3874620 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -3874928.000000 Penalty: 3580.884033
	Iteration 9Q: 3 clusters Score -3874928 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -3875145.000000 Penalty: 3580.884033
	Iteration 10Q: 3 clusters Score -3875145 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -3875301.000000 Penalty: 3580.884033
	Iteration 11Q: 3 clusters Score -3875301 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -3875478.000000 Penalty: 3580.884033
	Iteration 12Q: 3 clusters Score -3875478 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -3875605.250000 Penalty: 3580.884033
	Iteration 13Q: 3 clusters Score -3875605 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -3875715.000000 Penalty: 3580.884033
	Iteration 14Q: 3 clusters Score -3875715 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -3875858.250000 Penalty: 3580.884033
	Iteration 15Q: 3 clusters Score -3875858 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -3875964.750000 Penalty: 3580.884033
	Iteration 16Q: 3 clusters Score -3875965 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -3876088.500000 Penalty: 3580.884033
	Iteration 17Q: 3 clusters Score -3876088 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -3876194.250000 Penalty: 3580.884033
	Iteration 18Q: 3 clusters Score -3876194 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -3876281.250000 Penalty: 3580.884033
	Iteration 19Q: 3 clusters Score -3876281 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -3876373.500000 Penalty: 3580.884033
	Iteration 20F: 3 clusters Score -3876374 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -3876474.500000 Penalty: 3580.884033
	Iteration 21Q: 3 clusters Score -3876474 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -3876534.500000 Penalty: 3580.884033
	Iteration 22Q: 3 clusters Score -3876534 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -3876586.250000 Penalty: 3580.884033
	Iteration 23Q: 3 clusters Score -3876586 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -3876640.750000 Penalty: 3580.884033
	Iteration 24Q: 3 clusters Score -3876641 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -3876730.750000 Penalty: 3580.884033
	Iteration 25Q: 3 clusters Score -3876731 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -3876796.500000 Penalty: 3580.884033
	Iteration 26Q: 3 clusters Score -3876796 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -3876821.500000 Penalty: 3580.884033
	Iteration 27Q: 3 clusters Score -3876822 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -3876844.250000 Penalty: 3580.884033
	Iteration 28Q: 3 clusters Score -3876844 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -3876873.750000 Penalty: 3580.884033
	Iteration 29Q: 3 clusters Score -3876874 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -3876891.500000 Penalty: 3580.884033
	Iteration 30Q: 3 clusters Score -3876892 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -3876925.500000 Penalty: 3580.884033
	Iteration 31Q: 3 clusters Score -3876926 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -3876966.000000 Penalty: 3580.884033
	Iteration 32Q: 3 clusters Score -3876966 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -3876991.250000 Penalty: 3580.884033
	Iteration 33Q: 3 clusters Score -3876991 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -3877004.000000 Penalty: 3580.884033
	Iteration 34Q: 3 clusters Score -3877004 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -3877018.500000 Penalty: 3580.884033
	Iteration 35Q: 3 clusters Score -3877018 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -3877028.500000 Penalty: 3580.884033
	Iteration 36Q: 3 clusters Score -3877028 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -3877033.750000 Penalty: 3580.884033
	Iteration 37Q: 3 clusters Score -3877034 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -3877065.750000 Penalty: 3580.884033
	Iteration 38Q: 3 clusters Score -3877066 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -3877094.750000 Penalty: 3580.884033
	Iteration 39Q: 3 clusters Score -3877095 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -3877113.500000 Penalty: 3580.884033
	Iteration 40F: 3 clusters Score -3877114 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -3877125.500000 Penalty: 3580.884033
	Iteration 41Q: 3 clusters Score -3877126 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -3877131.250000 Penalty: 3580.884033
	Iteration 42Q: 3 clusters Score -3877131 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -3877161.250000 Penalty: 3580.884033
	Iteration 43Q: 3 clusters Score -3877161 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -3877171.250000 Penalty: 3580.884033
	Iteration 44Q: 3 clusters Score -3877171 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -3877191.500000 Penalty: 3580.884033
	Iteration 45Q: 3 clusters Score -3877192 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -3877201.000000 Penalty: 3580.884033
	Iteration 46Q: 3 clusters Score -3877201 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -3877211.250000 Penalty: 3580.884033
	Iteration 47Q: 3 clusters Score -3877211 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -3877226.250000 Penalty: 3580.884033
	Iteration 48Q: 3 clusters Score -3877226 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -3877232.250000 Penalty: 3580.884033
	Iteration 49Q: 3 clusters Score -3877232 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -3877275.250000 Penalty: 3580.884033
	Iteration 50Q: 3 clusters Score -3877275 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -3877314.250000 Penalty: 3580.884033
	Iteration 51Q: 3 clusters Score -3877314 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -3877359.750000 Penalty: 3580.884033
	Iteration 52Q: 3 clusters Score -3877360 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -3877416.000000 Penalty: 3580.884033
	Iteration 53Q: 3 clusters Score -3877416 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -3877486.000000 Penalty: 3580.884033
	Iteration 54Q: 3 clusters Score -3877486 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -3877616.750000 Penalty: 3580.884033
	Iteration 55Q: 3 clusters Score -3877617 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -3877775.500000 Penalty: 3580.884033
	Iteration 56Q: 3 clusters Score -3877776 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -3877929.500000 Penalty: 3580.884033
	Iteration 57Q: 3 clusters Score -3877930 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -3878059.250000 Penalty: 3580.884033
	Iteration 58Q: 3 clusters Score -3878059 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -3878198.000000 Penalty: 3580.884033
	Iteration 59Q: 3 clusters Score -3878198 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -3878312.500000 Penalty: 3580.884033
	Iteration 60F: 3 clusters Score -3878312 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -3878449.000000 Penalty: 3580.884033
	Iteration 61Q: 3 clusters Score -3878449 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -3878483.250000 Penalty: 3580.884033
	Iteration 62Q: 3 clusters Score -3878483 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -3878538.000000 Penalty: 3580.884033
	Iteration 63Q: 3 clusters Score -3878538 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -3878613.750000 Penalty: 3580.884033
	Iteration 64Q: 3 clusters Score -3878614 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -3878667.250000 Penalty: 3580.884033
	Iteration 65Q: 3 clusters Score -3878667 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -3878738.250000 Penalty: 3580.884033
	Iteration 66Q: 3 clusters Score -3878738 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -3878794.750000 Penalty: 3580.884033
	Iteration 67Q: 3 clusters Score -3878795 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -3878813.000000 Penalty: 3580.884033
	Iteration 68Q: 3 clusters Score -3878813 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -3878849.250000 Penalty: 3580.884033
	Iteration 69Q: 3 clusters Score -3878849 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -3878889.250000 Penalty: 3580.884033
	Iteration 70Q: 3 clusters Score -3878889 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -3878887.750000 Penalty: 3580.884033
	Iteration 71Q: 3 clusters Score -3878888 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -3878948.750000 Penalty: 3580.884033
	Iteration 72Q: 3 clusters Score -3878949 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -3878959.750000 Penalty: 3580.884033
	Iteration 73Q: 3 clusters Score -3878960 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -3878991.000000 Penalty: 3580.884033
	Iteration 74Q: 3 clusters Score -3878991 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -3879047.500000 Penalty: 3580.884033
	Iteration 75Q: 3 clusters Score -3879048 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -3879087.750000 Penalty: 3580.884033
	Iteration 76Q: 3 clusters Score -3879088 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -3879140.250000 Penalty: 3580.884033
	Iteration 77Q: 3 clusters Score -3879140 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -3879184.250000 Penalty: 3580.884033
	Iteration 78Q: 3 clusters Score -3879184 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -3879226.750000 Penalty: 3580.884033
	Iteration 79Q: 3 clusters Score -3879227 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -3879258.750000 Penalty: 3580.884033
	Iteration 80F: 3 clusters Score -3879259 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -3879328.250000 Penalty: 3580.884033
	Iteration 81Q: 3 clusters Score -3879328 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -3879399.000000 Penalty: 3580.884033
	Iteration 82Q: 3 clusters Score -3879399 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -3879472.250000 Penalty: 3580.884033
	Iteration 83Q: 3 clusters Score -3879472 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -3879540.750000 Penalty: 3580.884033
	Iteration 84Q: 3 clusters Score -3879541 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -3879600.750000 Penalty: 3580.884033
	Iteration 85Q: 3 clusters Score -3879601 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -3879685.250000 Penalty: 3580.884033
	Iteration 86Q: 3 clusters Score -3879685 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -3879767.000000 Penalty: 3580.884033
	Iteration 87Q: 3 clusters Score -3879767 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -3879842.250000 Penalty: 3580.884033
	Iteration 88Q: 3 clusters Score -3879842 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -3879931.000000 Penalty: 3580.884033
	Iteration 89Q: 3 clusters Score -3879931 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -3880022.000000 Penalty: 3580.884033
	Iteration 90Q: 3 clusters Score -3880022 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -3880102.750000 Penalty: 3580.884033
	Iteration 91Q: 3 clusters Score -3880103 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -3880176.500000 Penalty: 3580.884033
	Iteration 92Q: 3 clusters Score -3880176 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -3880209.250000 Penalty: 3580.884033
	Iteration 93Q: 3 clusters Score -3880209 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -3880273.250000 Penalty: 3580.884033
	Iteration 94Q: 3 clusters Score -3880273 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -3880324.250000 Penalty: 3580.884033
	Iteration 95Q: 3 clusters Score -3880324 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -3880378.750000 Penalty: 3580.884033
	Iteration 96Q: 3 clusters Score -3880379 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -3880415.250000 Penalty: 3580.884033
	Iteration 97Q: 3 clusters Score -3880415 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -3880483.000000 Penalty: 3580.884033
	Iteration 98Q: 3 clusters Score -3880483 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -3880523.000000 Penalty: 3580.884033
	Iteration 99Q: 3 clusters Score -3880523 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -3880574.250000 Penalty: 3580.884033
	Iteration 100F: 3 clusters Score -3880574 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -3880621.750000 Penalty: 3580.884033
	Iteration 101Q: 3 clusters Score -3880622 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -3880660.250000 Penalty: 3580.884033
	Iteration 102Q: 3 clusters Score -3880660 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -3880721.750000 Penalty: 3580.884033
	Iteration 103Q: 3 clusters Score -3880722 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -3880780.000000 Penalty: 3580.884033
	Iteration 104Q: 3 clusters Score -3880780 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -3880824.000000 Penalty: 3580.884033
	Iteration 105Q: 3 clusters Score -3880824 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -3880883.500000 Penalty: 3580.884033
	Iteration 106Q: 3 clusters Score -3880884 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
Score: -3880931.500000 Penalty: 3580.884033
	Iteration 107Q: 3 clusters Score -3880932 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -3881003.000000 Penalty: 3580.884033
	Iteration 108Q: 3 clusters Score -3881003 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -3881065.750000 Penalty: 3580.884033
	Iteration 109Q: 3 clusters Score -3881066 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -3881126.250000 Penalty: 3580.884033
	Iteration 110Q: 3 clusters Score -3881126 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -3881181.750000 Penalty: 3580.884033
	Iteration 111Q: 3 clusters Score -3881182 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -3881234.500000 Penalty: 3580.884033
	Iteration 112Q: 3 clusters Score -3881234 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -3881272.250000 Penalty: 3580.884033
	Iteration 113Q: 3 clusters Score -3881272 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -3881298.000000 Penalty: 3580.884033
	Iteration 114Q: 3 clusters Score -3881298 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -3881313.250000 Penalty: 3580.884033
	Iteration 115Q: 3 clusters Score -3881313 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -3881350.250000 Penalty: 3580.884033
	Iteration 116Q: 3 clusters Score -3881350 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 55122 members 
Entering Unmasked Estep 
Score: -3881368.750000 Penalty: 3580.884033
	Iteration 117Q: 3 clusters Score -3881369 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 55285 members 
Entering Unmasked Estep 
Score: -3881395.000000 Penalty: 3580.884033
	Iteration 118Q: 3 clusters Score -3881395 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -3881415.750000 Penalty: 3580.884033
	Iteration 119Q: 3 clusters Score -3881416 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -3881451.750000 Penalty: 3580.884033
	Iteration 120F: 3 clusters Score -3881452 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -3881478.250000 Penalty: 3580.884033
	Iteration 121Q: 3 clusters Score -3881478 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -3881513.250000 Penalty: 3580.884033
	Iteration 122Q: 3 clusters Score -3881513 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -3881535.000000 Penalty: 3580.884033
	Iteration 123Q: 3 clusters Score -3881535 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 56268 members 
Entering Unmasked Estep 
Score: -3881577.500000 Penalty: 3580.884033
	Iteration 124Q: 3 clusters Score -3881578 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -3881616.250000 Penalty: 3580.884033
	Iteration 125Q: 3 clusters Score -3881616 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -3881634.750000 Penalty: 3580.884033
	Iteration 126Q: 3 clusters Score -3881635 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -3881660.500000 Penalty: 3580.884033
	Iteration 127Q: 3 clusters Score -3881660 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -3881672.000000 Penalty: 3580.884033
	Iteration 128Q: 3 clusters Score -3881672 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -3881694.000000 Penalty: 3580.884033
	Iteration 129Q: 3 clusters Score -3881694 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -3881705.250000 Penalty: 3580.884033
	Iteration 130Q: 3 clusters Score -3881705 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -3881720.000000 Penalty: 3580.884033
	Iteration 131Q: 3 clusters Score -3881720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -3881723.750000 Penalty: 3580.884033
	Iteration 132Q: 3 clusters Score -3881724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 57139 members 
Entering Unmasked Estep 
Score: -3881728.500000 Penalty: 3580.884033
	Iteration 133Q: 3 clusters Score -3881728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -3881736.000000 Penalty: 3580.884033
	Iteration 134Q: 3 clusters Score -3881736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -3881744.000000 Penalty: 3580.884033
	Iteration 135Q: 3 clusters Score -3881744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 57281 members 
Entering Unmasked Estep 
Score: -3881753.250000 Penalty: 3580.884033
	Iteration 136Q: 3 clusters Score -3881753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -3881752.250000 Penalty: 3580.884033
	Iteration 137Q: 3 clusters Score -3881752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 57360 members 
Entering Unmasked Estep 
Score: -3881767.500000 Penalty: 3580.884033
	Iteration 138Q: 3 clusters Score -3881768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 57405 members 
Entering Unmasked Estep 
Score: -3881771.250000 Penalty: 3580.884033
	Iteration 139Q: 3 clusters Score -3881771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 57445 members 
Entering Unmasked Estep 
Score: -3881782.000000 Penalty: 3580.884033
	Iteration 140F: 3 clusters Score -3881782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -3881786.750000 Penalty: 3580.884033
	Iteration 141Q: 3 clusters Score -3881787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 57499 members 
Entering Unmasked Estep 
Score: -3881784.250000 Penalty: 3580.884033
	Iteration 142Q: 3 clusters Score -3881784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -3881783.500000 Penalty: 3580.884033
	Iteration 143Q: 3 clusters Score -3881784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 57557 members 
Entering Unmasked Estep 
Score: -3881787.500000 Penalty: 3580.884033
	Iteration 144Q: 3 clusters Score -3881788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -3881790.250000 Penalty: 3580.884033
	Iteration 145Q: 3 clusters Score -3881790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 57627 members 
Entering Unmasked Estep 
Score: -3881795.000000 Penalty: 3580.884033
	Iteration 146Q: 3 clusters Score -3881795 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 57658 members 
Entering Unmasked Estep 
Score: -3881798.000000 Penalty: 3580.884033
	Iteration 147Q: 3 clusters Score -3881798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 57681 members 
Entering Unmasked Estep 
Score: -3881803.750000 Penalty: 3580.884033
	Iteration 148Q: 3 clusters Score -3881804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 57695 members 
Entering Unmasked Estep 
Score: -3881804.000000 Penalty: 3580.884033
	Iteration 149Q: 3 clusters Score -3881804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -3881806.750000 Penalty: 3580.884033
	Iteration 150Q: 3 clusters Score -3881807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -3881801.500000 Penalty: 3580.884033
	Iteration 151Q: 3 clusters Score -3881802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 57733 members 
Entering Unmasked Estep 
Score: -3881804.750000 Penalty: 3580.884033
	Iteration 152Q: 3 clusters Score -3881805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 57741 members 
Entering Unmasked Estep 
Score: -3881805.250000 Penalty: 3580.884033
	Iteration 153Q: 3 clusters Score -3881805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -3881808.000000 Penalty: 3580.884033
	Iteration 154Q: 3 clusters Score -3881808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -3881805.750000 Penalty: 3580.884033
	Iteration 155Q: 3 clusters Score -3881806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -3881806.250000 Penalty: 3580.884033
	Iteration 156Q: 3 clusters Score -3881806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 57759 members 
Entering Unmasked Estep 
Score: -3881812.000000 Penalty: 3580.884033
	Iteration 157Q: 3 clusters Score -3881812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 57762 members 
Entering Unmasked Estep 
Score: -3881812.000000 Penalty: 3580.884033
	Iteration 158Q: 3 clusters Score -3881812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 57769 members 
Entering Unmasked Estep 
Score: -3881808.750000 Penalty: 3580.884033
	Iteration 159Q: 3 clusters Score -3881809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -3881808.750000 Penalty: 3580.884033
	Iteration 160F: 3 clusters Score -3881809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -3881803.000000 Penalty: 3580.884033
	Iteration 161Q: 3 clusters Score -3881803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 57790 members 
Entering Unmasked Estep 
Score: -3881806.500000 Penalty: 3580.884033
	Iteration 162Q: 3 clusters Score -3881806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -3881812.250000 Penalty: 3580.884033
	Iteration 163Q: 3 clusters Score -3881812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 57796 members 
Entering Unmasked Estep 
Score: -3881810.250000 Penalty: 3580.884033
	Iteration 164Q: 3 clusters Score -3881810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 57797 members 
Entering Unmasked Estep 
Score: -3881809.000000 Penalty: 3580.884033
	Iteration 165Q: 3 clusters Score -3881809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -3881812.750000 Penalty: 3580.884033
	Iteration 166Q: 3 clusters Score -3881813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -3881812.750000 Penalty: 3580.884033
	Iteration 167F: 3 clusters Score -3881813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Entering Unmasked Estep 
Score: -2257910.500000 Penalty: 1700.930786
	Iteration 0F: 2 clusters Score -2257910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2234259.750000 Penalty: 3401.861572
	Iteration 0F: 3 clusters Score -2234260 nChanged 16306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2243199.750000 Penalty: 3401.861572
	Iteration 1F: 3 clusters Score -2243200 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2243565.000000 Penalty: 3401.861572
	Iteration 2Q: 3 clusters Score -2243565 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2243960.500000 Penalty: 3401.861572
	Iteration 3Q: 3 clusters Score -2243960 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2244417.750000 Penalty: 3401.861572
	Iteration 4Q: 3 clusters Score -2244418 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2245028.500000 Penalty: 3401.861572
	Iteration 5Q: 3 clusters Score -2245028 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2245839.750000 Penalty: 3401.861572
	Iteration 6Q: 3 clusters Score -2245840 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2246899.000000 Penalty: 3401.861572
	Iteration 7F: 3 clusters Score -2246899 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2248339.750000 Penalty: 3401.861572
	Iteration 8F: 3 clusters Score -2248340 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2249926.500000 Penalty: 3401.861572
	Iteration 9F: 3 clusters Score -2249926 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2251360.500000 Penalty: 3401.861572
	Iteration 10F: 3 clusters Score -2251360 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2252387.250000 Penalty: 3401.861572
	Iteration 11Q: 3 clusters Score -2252387 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2252924.250000 Penalty: 3401.861572
	Iteration 12Q: 3 clusters Score -2252924 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2253283.000000 Penalty: 3401.861572
	Iteration 13Q: 3 clusters Score -2253283 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2253538.500000 Penalty: 3401.861572
	Iteration 14Q: 3 clusters Score -2253538 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2253750.500000 Penalty: 3401.861572
	Iteration 15Q: 3 clusters Score -2253750 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2253958.750000 Penalty: 3401.861572
	Iteration 16Q: 3 clusters Score -2253959 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2254116.250000 Penalty: 3401.861572
	Iteration 17Q: 3 clusters Score -2254116 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2254274.750000 Penalty: 3401.861572
	Iteration 18Q: 3 clusters Score -2254275 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2254412.500000 Penalty: 3401.861572
	Iteration 19Q: 3 clusters Score -2254412 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2254535.000000 Penalty: 3401.861572
	Iteration 20F: 3 clusters Score -2254535 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2254641.750000 Penalty: 3401.861572
	Iteration 21Q: 3 clusters Score -2254642 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2254747.000000 Penalty: 3401.861572
	Iteration 22Q: 3 clusters Score -2254747 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2254847.750000 Penalty: 3401.861572
	Iteration 23Q: 3 clusters Score -2254848 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2254929.000000 Penalty: 3401.861572
	Iteration 24Q: 3 clusters Score -2254929 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2255007.000000 Penalty: 3401.861572
	Iteration 25Q: 3 clusters Score -2255007 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2255093.000000 Penalty: 3401.861572
	Iteration 26Q: 3 clusters Score -2255093 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2255152.000000 Penalty: 3401.861572
	Iteration 27Q: 3 clusters Score -2255152 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2255214.500000 Penalty: 3401.861572
	Iteration 28Q: 3 clusters Score -2255214 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2255261.250000 Penalty: 3401.861572
	Iteration 29Q: 3 clusters Score -2255261 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2255310.500000 Penalty: 3401.861572
	Iteration 30Q: 3 clusters Score -2255310 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2255370.000000 Penalty: 3401.861572
	Iteration 31Q: 3 clusters Score -2255370 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2255422.750000 Penalty: 3401.861572
	Iteration 32Q: 3 clusters Score -2255423 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2255491.250000 Penalty: 3401.861572
	Iteration 33Q: 3 clusters Score -2255491 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2255547.500000 Penalty: 3401.861572
	Iteration 34Q: 3 clusters Score -2255548 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2255609.750000 Penalty: 3401.861572
	Iteration 35Q: 3 clusters Score -2255610 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2255691.750000 Penalty: 3401.861572
	Iteration 36Q: 3 clusters Score -2255692 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2255758.250000 Penalty: 3401.861572
	Iteration 37Q: 3 clusters Score -2255758 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2255821.500000 Penalty: 3401.861572
	Iteration 38Q: 3 clusters Score -2255822 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2255874.000000 Penalty: 3401.861572
	Iteration 39Q: 3 clusters Score -2255874 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2255919.000000 Penalty: 3401.861572
	Iteration 40F: 3 clusters Score -2255919 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2255969.750000 Penalty: 3401.861572
	Iteration 41Q: 3 clusters Score -2255970 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2256013.500000 Penalty: 3401.861572
	Iteration 42Q: 3 clusters Score -2256014 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2256054.750000 Penalty: 3401.861572
	Iteration 43Q: 3 clusters Score -2256055 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2256084.750000 Penalty: 3401.861572
	Iteration 44Q: 3 clusters Score -2256085 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2256121.500000 Penalty: 3401.861572
	Iteration 45Q: 3 clusters Score -2256122 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2256157.250000 Penalty: 3401.861572
	Iteration 46Q: 3 clusters Score -2256157 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2256189.000000 Penalty: 3401.861572
	Iteration 47Q: 3 clusters Score -2256189 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2256216.000000 Penalty: 3401.861572
	Iteration 48Q: 3 clusters Score -2256216 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2256241.250000 Penalty: 3401.861572
	Iteration 49Q: 3 clusters Score -2256241 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2256268.250000 Penalty: 3401.861572
	Iteration 50Q: 3 clusters Score -2256268 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2256304.500000 Penalty: 3401.861572
	Iteration 51Q: 3 clusters Score -2256304 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2256320.500000 Penalty: 3401.861572
	Iteration 52Q: 3 clusters Score -2256320 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2256337.250000 Penalty: 3401.861572
	Iteration 53Q: 3 clusters Score -2256337 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2256351.500000 Penalty: 3401.861572
	Iteration 54Q: 3 clusters Score -2256352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2256376.000000 Penalty: 3401.861572
	Iteration 55Q: 3 clusters Score -2256376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2256393.750000 Penalty: 3401.861572
	Iteration 56Q: 3 clusters Score -2256394 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2256420.750000 Penalty: 3401.861572
	Iteration 57Q: 3 clusters Score -2256421 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2256436.000000 Penalty: 3401.861572
	Iteration 58Q: 3 clusters Score -2256436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2256446.500000 Penalty: 3401.861572
	Iteration 59Q: 3 clusters Score -2256446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2256458.500000 Penalty: 3401.861572
	Iteration 60F: 3 clusters Score -2256458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2256473.250000 Penalty: 3401.861572
	Iteration 61Q: 3 clusters Score -2256473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2256485.250000 Penalty: 3401.861572
	Iteration 62Q: 3 clusters Score -2256485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2256489.250000 Penalty: 3401.861572
	Iteration 63Q: 3 clusters Score -2256489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2256498.250000 Penalty: 3401.861572
	Iteration 64Q: 3 clusters Score -2256498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2256500.500000 Penalty: 3401.861572
	Iteration 65Q: 3 clusters Score -2256500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2256499.500000 Penalty: 3401.861572
	Iteration 66Q: 3 clusters Score -2256500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2256503.000000 Penalty: 3401.861572
	Iteration 67Q: 3 clusters Score -2256503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2256510.000000 Penalty: 3401.861572
	Iteration 68Q: 3 clusters Score -2256510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2256509.000000 Penalty: 3401.861572
	Iteration 69Q: 3 clusters Score -2256509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2256512.000000 Penalty: 3401.861572
	Iteration 70Q: 3 clusters Score -2256512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2256518.250000 Penalty: 3401.861572
	Iteration 71Q: 3 clusters Score -2256518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2256521.500000 Penalty: 3401.861572
	Iteration 72Q: 3 clusters Score -2256522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2256524.250000 Penalty: 3401.861572
	Iteration 73Q: 3 clusters Score -2256524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2256523.500000 Penalty: 3401.861572
	Iteration 74Q: 3 clusters Score -2256524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2256527.250000 Penalty: 3401.861572
	Iteration 75Q: 3 clusters Score -2256527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2256529.250000 Penalty: 3401.861572
	Iteration 76Q: 3 clusters Score -2256529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2256531.750000 Penalty: 3401.861572
	Iteration 77Q: 3 clusters Score -2256532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2256530.500000 Penalty: 3401.861572
	Iteration 78Q: 3 clusters Score -2256530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2256533.250000 Penalty: 3401.861572
	Iteration 79Q: 3 clusters Score -2256533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2256533.250000 Penalty: 3401.861572
	Iteration 80F: 3 clusters Score -2256533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Entering Unmasked Estep 
Score: -129692.375000 Penalty: 1234.739868
	Iteration 0F: 2 clusters Score -129692.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -127614.734375 Penalty: 2469.479736
	Iteration 0F: 3 clusters Score -127614.7 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -128051.570312 Penalty: 2469.479736
	Iteration 1F: 3 clusters Score -128051.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -128145.210938 Penalty: 2469.479736
	Iteration 2F: 3 clusters Score -128145.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -128199.914062 Penalty: 2469.479736
	Iteration 3Q: 3 clusters Score -128199.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -128230.054688 Penalty: 2469.479736
	Iteration 4Q: 3 clusters Score -128230.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -128261.125000 Penalty: 2469.479736
	Iteration 5Q: 3 clusters Score -128261.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -128284.007812 Penalty: 2469.479736
	Iteration 6Q: 3 clusters Score -128284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -128300.500000 Penalty: 2469.479736
	Iteration 7Q: 3 clusters Score -128300.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -128312.703125 Penalty: 2469.479736
	Iteration 8Q: 3 clusters Score -128312.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -128321.312500 Penalty: 2469.479736
	Iteration 9Q: 3 clusters Score -128321.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -128333.554688 Penalty: 2469.479736
	Iteration 10Q: 3 clusters Score -128333.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -128343.601562 Penalty: 2469.479736
	Iteration 11Q: 3 clusters Score -128343.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -128350.203125 Penalty: 2469.479736
	Iteration 12Q: 3 clusters Score -128350.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -128357.960938 Penalty: 2469.479736
	Iteration 13Q: 3 clusters Score -128358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -128365.257812 Penalty: 2469.479736
	Iteration 14Q: 3 clusters Score -128365.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -128375.632812 Penalty: 2469.479736
	Iteration 15Q: 3 clusters Score -128375.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -128386.742188 Penalty: 2469.479736
	Iteration 16Q: 3 clusters Score -128386.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -128393.875000 Penalty: 2469.479736
	Iteration 17Q: 3 clusters Score -128393.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -128399.906250 Penalty: 2469.479736
	Iteration 18Q: 3 clusters Score -128399.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -128407.765625 Penalty: 2469.479736
	Iteration 19Q: 3 clusters Score -128407.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -128414.132812 Penalty: 2469.479736
	Iteration 20F: 3 clusters Score -128414.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -128424.296875 Penalty: 2469.479736
	Iteration 21Q: 3 clusters Score -128424.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -128439.031250 Penalty: 2469.479736
	Iteration 22Q: 3 clusters Score -128439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -128451.210938 Penalty: 2469.479736
	Iteration 23Q: 3 clusters Score -128451.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -128462.757812 Penalty: 2469.479736
	Iteration 24Q: 3 clusters Score -128462.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -128469.687500 Penalty: 2469.479736
	Iteration 25Q: 3 clusters Score -128469.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -128472.023438 Penalty: 2469.479736
	Iteration 26Q: 3 clusters Score -128472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -128472.515625 Penalty: 2469.479736
	Iteration 27Q: 3 clusters Score -128472.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -128474.937500 Penalty: 2469.479736
	Iteration 28Q: 3 clusters Score -128474.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -128477.171875 Penalty: 2469.479736
	Iteration 29Q: 3 clusters Score -128477.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -128482.796875 Penalty: 2469.479736
	Iteration 30Q: 3 clusters Score -128482.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -128487.375000 Penalty: 2469.479736
	Iteration 31Q: 3 clusters Score -128487.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -128491.921875 Penalty: 2469.479736
	Iteration 32Q: 3 clusters Score -128491.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -128499.460938 Penalty: 2469.479736
	Iteration 33Q: 3 clusters Score -128499.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -128510.726562 Penalty: 2469.479736
	Iteration 34Q: 3 clusters Score -128510.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -128522.867188 Penalty: 2469.479736
	Iteration 35Q: 3 clusters Score -128522.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -128534.804688 Penalty: 2469.479736
	Iteration 36Q: 3 clusters Score -128534.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -128546.289062 Penalty: 2469.479736
	Iteration 37Q: 3 clusters Score -128546.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -128557.171875 Penalty: 2469.479736
	Iteration 38Q: 3 clusters Score -128557.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -128572.453125 Penalty: 2469.479736
	Iteration 39Q: 3 clusters Score -128572.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -128594.179688 Penalty: 2469.479736
	Iteration 40F: 3 clusters Score -128594.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -128612.968750 Penalty: 2469.479736
	Iteration 41Q: 3 clusters Score -128613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -128630.625000 Penalty: 2469.479736
	Iteration 42Q: 3 clusters Score -128630.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -128642.546875 Penalty: 2469.479736
	Iteration 43Q: 3 clusters Score -128642.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -128650.062500 Penalty: 2469.479736
	Iteration 44Q: 3 clusters Score -128650.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -128657.718750 Penalty: 2469.479736
	Iteration 45Q: 3 clusters Score -128657.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -128665.890625 Penalty: 2469.479736
	Iteration 46Q: 3 clusters Score -128665.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -128674.593750 Penalty: 2469.479736
	Iteration 47Q: 3 clusters Score -128674.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -128682.929688 Penalty: 2469.479736
	Iteration 48Q: 3 clusters Score -128682.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -128693.859375 Penalty: 2469.479736
	Iteration 49Q: 3 clusters Score -128693.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -128701.492188 Penalty: 2469.479736
	Iteration 50Q: 3 clusters Score -128701.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -128711.250000 Penalty: 2469.479736
	Iteration 51Q: 3 clusters Score -128711.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -128718.281250 Penalty: 2469.479736
	Iteration 52Q: 3 clusters Score -128718.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -128723.070312 Penalty: 2469.479736
	Iteration 53Q: 3 clusters Score -128723.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -128726.250000 Penalty: 2469.479736
	Iteration 54Q: 3 clusters Score -128726.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -128727.757812 Penalty: 2469.479736
	Iteration 55Q: 3 clusters Score -128727.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -128728.664062 Penalty: 2469.479736
	Iteration 56Q: 3 clusters Score -128728.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -128731.171875 Penalty: 2469.479736
	Iteration 57Q: 3 clusters Score -128731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -128734.398438 Penalty: 2469.479736
	Iteration 58Q: 3 clusters Score -128734.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -128738.867188 Penalty: 2469.479736
	Iteration 59Q: 3 clusters Score -128738.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -128741.937500 Penalty: 2469.479736
	Iteration 60F: 3 clusters Score -128741.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -128744.203125 Penalty: 2469.479736
	Iteration 61Q: 3 clusters Score -128744.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -128745.281250 Penalty: 2469.479736
	Iteration 62Q: 3 clusters Score -128745.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -128745.796875 Penalty: 2469.479736
	Iteration 63Q: 3 clusters Score -128745.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -128746.703125 Penalty: 2469.479736
	Iteration 64Q: 3 clusters Score -128746.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -128746.703125 Penalty: 2469.479736
	Iteration 65F: 3 clusters Score -128746.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -67013.453125 Penalty: 1132.743652
	Iteration 0F: 2 clusters Score -67013.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -65522.265625 Penalty: 2265.487305
	Iteration 0F: 3 clusters Score -65522.27 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -65750.078125 Penalty: 2265.487305
	Iteration 1F: 3 clusters Score -65750.08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -65827.617188 Penalty: 2265.487305
	Iteration 2F: 3 clusters Score -65827.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -65856.828125 Penalty: 2265.487305
	Iteration 3Q: 3 clusters Score -65856.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -65871.375000 Penalty: 2265.487305
	Iteration 4Q: 3 clusters Score -65871.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -65884.054688 Penalty: 2265.487305
	Iteration 5Q: 3 clusters Score -65884.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -65892.796875 Penalty: 2265.487305
	Iteration 6Q: 3 clusters Score -65892.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -65901.210938 Penalty: 2265.487305
	Iteration 7Q: 3 clusters Score -65901.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -65914.382812 Penalty: 2265.487305
	Iteration 8Q: 3 clusters Score -65914.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -65920.734375 Penalty: 2265.487305
	Iteration 9Q: 3 clusters Score -65920.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -65923.945312 Penalty: 2265.487305
	Iteration 10Q: 3 clusters Score -65923.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -65927.093750 Penalty: 2265.487305
	Iteration 11Q: 3 clusters Score -65927.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -65929.960938 Penalty: 2265.487305
	Iteration 12Q: 3 clusters Score -65929.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -65934.890625 Penalty: 2265.487305
	Iteration 13Q: 3 clusters Score -65934.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -65943.750000 Penalty: 2265.487305
	Iteration 14Q: 3 clusters Score -65943.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -65954.929688 Penalty: 2265.487305
	Iteration 15Q: 3 clusters Score -65954.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -65959.859375 Penalty: 2265.487305
	Iteration 16Q: 3 clusters Score -65959.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -65962.148438 Penalty: 2265.487305
	Iteration 17Q: 3 clusters Score -65962.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -65965.656250 Penalty: 2265.487305
	Iteration 18Q: 3 clusters Score -65965.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -65970.218750 Penalty: 2265.487305
	Iteration 19Q: 3 clusters Score -65970.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -65976.046875 Penalty: 2265.487305
	Iteration 20F: 3 clusters Score -65976.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -65980.492188 Penalty: 2265.487305
	Iteration 21Q: 3 clusters Score -65980.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -65984.632812 Penalty: 2265.487305
	Iteration 22Q: 3 clusters Score -65984.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -65986.617188 Penalty: 2265.487305
	Iteration 23Q: 3 clusters Score -65986.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -65987.335938 Penalty: 2265.487305
	Iteration 24Q: 3 clusters Score -65987.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -65987.945312 Penalty: 2265.487305
	Iteration 25Q: 3 clusters Score -65987.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -65987.945312 Penalty: 2265.487305
	Iteration 26F: 3 clusters Score -65987.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Entering Unmasked Estep 
Score: -1621633.625000 Penalty: 1648.144165
	Iteration 0F: 2 clusters Score -1621634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1604411.625000 Penalty: 3296.288330
	Iteration 0F: 3 clusters Score -1604412 nChanged 11556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1610860.875000 Penalty: 3296.288330
	Iteration 1F: 3 clusters Score -1610861 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1611177.375000 Penalty: 3296.288330
	Iteration 2Q: 3 clusters Score -1611177 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1611470.250000 Penalty: 3296.288330
	Iteration 3Q: 3 clusters Score -1611470 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1611785.000000 Penalty: 3296.288330
	Iteration 4Q: 3 clusters Score -1611785 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1612149.625000 Penalty: 3296.288330
	Iteration 5Q: 3 clusters Score -1612150 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1612621.875000 Penalty: 3296.288330
	Iteration 6Q: 3 clusters Score -1612622 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1613310.250000 Penalty: 3296.288330
	Iteration 7Q: 3 clusters Score -1613310 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1614303.625000 Penalty: 3296.288330
	Iteration 8F: 3 clusters Score -1614304 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1615594.625000 Penalty: 3296.288330
	Iteration 9F: 3 clusters Score -1615595 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1616984.000000 Penalty: 3296.288330
	Iteration 10F: 3 clusters Score -1616984 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1618218.250000 Penalty: 3296.288330
	Iteration 11F: 3 clusters Score -1618218 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1619070.125000 Penalty: 3296.288330
	Iteration 12Q: 3 clusters Score -1619070 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1619583.125000 Penalty: 3296.288330
	Iteration 13Q: 3 clusters Score -1619583 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1619860.250000 Penalty: 3296.288330
	Iteration 14Q: 3 clusters Score -1619860 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1620015.500000 Penalty: 3296.288330
	Iteration 15Q: 3 clusters Score -1620016 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1620106.000000 Penalty: 3296.288330
	Iteration 16Q: 3 clusters Score -1620106 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1620145.250000 Penalty: 3296.288330
	Iteration 17Q: 3 clusters Score -1620145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1620179.250000 Penalty: 3296.288330
	Iteration 18Q: 3 clusters Score -1620179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1620187.750000 Penalty: 3296.288330
	Iteration 19Q: 3 clusters Score -1620188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1620196.875000 Penalty: 3296.288330
	Iteration 20F: 3 clusters Score -1620197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1620203.875000 Penalty: 3296.288330
	Iteration 21Q: 3 clusters Score -1620204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1620213.375000 Penalty: 3296.288330
	Iteration 22Q: 3 clusters Score -1620213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1620217.875000 Penalty: 3296.288330
	Iteration 23Q: 3 clusters Score -1620218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1620223.750000 Penalty: 3296.288330
	Iteration 24Q: 3 clusters Score -1620224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1620224.375000 Penalty: 3296.288330
	Iteration 25Q: 3 clusters Score -1620224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1620224.375000 Penalty: 3296.288330
	Iteration 26F: 3 clusters Score -1620224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Entering Unmasked Estep 
Score: -1112189.500000 Penalty: 1600.921631
	Iteration 0F: 2 clusters Score -1112190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1099335.000000 Penalty: 3201.843262
	Iteration 0F: 3 clusters Score -1099335 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1105416.375000 Penalty: 3201.843262
	Iteration 1F: 3 clusters Score -1105416 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1107953.250000 Penalty: 3201.843262
	Iteration 2F: 3 clusters Score -1107953 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1110938.125000 Penalty: 3201.843262
	Iteration 3F: 3 clusters Score -1110938 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1113137.750000 Penalty: 3201.843262
	Iteration 4F: 3 clusters Score -1113138 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1114009.000000 Penalty: 3201.843262
	Iteration 5F: 3 clusters Score -1114009 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1114243.000000 Penalty: 3201.843262
	Iteration 6Q: 3 clusters Score -1114243 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1114289.125000 Penalty: 3201.843262
	Iteration 7Q: 3 clusters Score -1114289 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1114306.375000 Penalty: 3201.843262
	Iteration 8Q: 3 clusters Score -1114306 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1114315.125000 Penalty: 3201.843262
	Iteration 9Q: 3 clusters Score -1114315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1114314.750000 Penalty: 3201.843262
	Iteration 10Q: 3 clusters Score -1114315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1114320.250000 Penalty: 3201.843262
	Iteration 11Q: 3 clusters Score -1114320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1114321.500000 Penalty: 3201.843262
	Iteration 12Q: 3 clusters Score -1114322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1114323.375000 Penalty: 3201.843262
	Iteration 13Q: 3 clusters Score -1114323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1114330.375000 Penalty: 3201.843262
	Iteration 14Q: 3 clusters Score -1114330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1114336.375000 Penalty: 3201.843262
	Iteration 15Q: 3 clusters Score -1114336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1114339.750000 Penalty: 3201.843262
	Iteration 16Q: 3 clusters Score -1114340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1114339.250000 Penalty: 3201.843262
	Iteration 17Q: 3 clusters Score -1114339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1114341.125000 Penalty: 3201.843262
	Iteration 18Q: 3 clusters Score -1114341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1114339.500000 Penalty: 3201.843262
	Iteration 19Q: 3 clusters Score -1114340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1114343.375000 Penalty: 3201.843262
	Iteration 20F: 3 clusters Score -1114343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1114342.750000 Penalty: 3201.843262
	Iteration 21Q: 3 clusters Score -1114343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1114349.750000 Penalty: 3201.843262
	Iteration 22Q: 3 clusters Score -1114350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1114348.625000 Penalty: 3201.843262
	Iteration 23Q: 3 clusters Score -1114349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1114348.375000 Penalty: 3201.843262
	Iteration 24Q: 3 clusters Score -1114348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1114349.250000 Penalty: 3201.843262
	Iteration 25Q: 3 clusters Score -1114349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1114348.875000 Penalty: 3201.843262
	Iteration 26Q: 3 clusters Score -1114349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1114349.750000 Penalty: 3201.843262
	Iteration 27Q: 3 clusters Score -1114350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1114349.875000 Penalty: 3201.843262
	Iteration 28Q: 3 clusters Score -1114350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1114350.750000 Penalty: 3201.843262
	Iteration 29Q: 3 clusters Score -1114351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1114352.750000 Penalty: 3201.843262
	Iteration 30Q: 3 clusters Score -1114353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1114352.750000 Penalty: 3201.843262
	Iteration 31F: 3 clusters Score -1114353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 30847 members 
Mstep: Class 3 contains 173693 members 
Mstep: Class 4 contains 13689 members 
Mstep: Class 6 contains 150690 members 
Mstep: Class 8 contains 149831 members 
Mstep: Class 9 contains 8040 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 13 contains 60968 members 
Mstep: Class 14 contains 35146 members 
Mstep: Class 15 contains 1995 members 
Mstep: Class 17 contains 1065 members 
Mstep: Class 18 contains 25398 members 
Mstep: Class 20 contains 5304 members 
Entering Unmasked Estep 
Score: -41761780.000000 Penalty: 30561.902344
Splitting cluster 20 changes total score from -41759784.000000 to -41761780.000000
So it's getting split into cluster 4.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 30847 members 
Mstep: Class 3 contains 173693 members 
Mstep: Class 6 contains 150690 members 
Mstep: Class 8 contains 149831 members 
Mstep: Class 9 contains 8040 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 13 contains 60968 members 
Mstep: Class 14 contains 35146 members 
Mstep: Class 15 contains 1995 members 
Mstep: Class 17 contains 1065 members 
Mstep: Class 18 contains 25398 members 
Mstep: Class 20 contains 5304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41762888.000000 Penalty: 30561.902344
Iteration 39Q: 15 clusters Score -4.176289e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 30678 members 
Mstep: Class 3 contains 173368 members 
Mstep: Class 4 contains 13486 members 
Mstep: Class 6 contains 150321 members 
Mstep: Class 8 contains 153352 members 
Mstep: Class 9 contains 8028 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 13 contains 59719 members 
Mstep: Class 14 contains 34821 members 
Mstep: Class 15 contains 2009 members 
Mstep: Class 17 contains 1061 members 
Mstep: Class 18 contains 25220 members 
Mstep: Class 20 contains 4679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764512.000000 Penalty: 30561.902344
Iteration 40F: 15 clusters Score -4.176451e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 30539 members 
Mstep: Class 3 contains 172982 members 
Mstep: Class 4 contains 14513 members 
Mstep: Class 6 contains 149786 members 
Mstep: Class 8 contains 155596 members 
Mstep: Class 9 contains 8024 members 
Mstep: Class 11 contains 1552 members 
Mstep: Class 13 contains 58310 members 
Mstep: Class 14 contains 34491 members 
Mstep: Class 15 contains 2024 members 
Mstep: Class 17 contains 1058 members 
Mstep: Class 18 contains 25049 members 
Mstep: Class 20 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765732.000000 Penalty: 30561.902344
Iteration 41Q: 15 clusters Score -4.176573e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 30376 members 
Mstep: Class 3 contains 172483 members 
Mstep: Class 4 contains 15270 members 
Mstep: Class 6 contains 149206 members 
Mstep: Class 8 contains 158266 members 
Mstep: Class 9 contains 8020 members 
Mstep: Class 11 contains 1519 members 
Mstep: Class 13 contains 56897 members 
Mstep: Class 14 contains 34118 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 24850 members 
Mstep: Class 20 contains 4338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41766608.000000 Penalty: 30561.902344
Iteration 42Q: 15 clusters Score -4.176661e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 30197 members 
Mstep: Class 3 contains 171936 members 
Mstep: Class 4 contains 15875 members 
Mstep: Class 6 contains 148550 members 
Mstep: Class 8 contains 161149 members 
Mstep: Class 9 contains 8013 members 
Mstep: Class 11 contains 1481 members 
Mstep: Class 13 contains 55531 members 
Mstep: Class 14 contains 33734 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 17 contains 1051 members 
Mstep: Class 18 contains 24659 members 
Mstep: Class 20 contains 4287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41767416.000000 Penalty: 30561.902344
Iteration 43Q: 15 clusters Score -4.176742e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 29989 members 
Mstep: Class 3 contains 171306 members 
Mstep: Class 4 contains 16384 members 
Mstep: Class 6 contains 147839 members 
Mstep: Class 8 contains 164238 members 
Mstep: Class 9 contains 8006 members 
Mstep: Class 11 contains 1447 members 
Mstep: Class 13 contains 54196 members 
Mstep: Class 14 contains 33321 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 17 contains 1048 members 
Mstep: Class 18 contains 24475 members 
Mstep: Class 20 contains 4265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41768100.000000 Penalty: 30561.902344
Iteration 44Q: 15 clusters Score -4.17681e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 29757 members 
Mstep: Class 3 contains 170656 members 
Mstep: Class 4 contains 16821 members 
Mstep: Class 6 contains 147096 members 
Mstep: Class 8 contains 167314 members 
Mstep: Class 9 contains 8007 members 
Mstep: Class 11 contains 1414 members 
Mstep: Class 13 contains 52981 members 
Mstep: Class 14 contains 32905 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 17 contains 1045 members 
Mstep: Class 18 contains 24306 members 
Mstep: Class 20 contains 4264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41768348.000000 Penalty: 30561.902344
Iteration 45Q: 15 clusters Score -4.176835e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 29504 members 
Mstep: Class 3 contains 170030 members 
Mstep: Class 4 contains 17195 members 
Mstep: Class 6 contains 146307 members 
Mstep: Class 8 contains 170403 members 
Mstep: Class 9 contains 8002 members 
Mstep: Class 11 contains 1379 members 
Mstep: Class 13 contains 51835 members 
Mstep: Class 14 contains 32479 members 
Mstep: Class 15 contains 2059 members 
Mstep: Class 17 contains 1043 members 
Mstep: Class 18 contains 24167 members 
Mstep: Class 20 contains 4261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41769212.000000 Penalty: 30561.902344
Iteration 46Q: 15 clusters Score -4.176921e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 29271 members 
Mstep: Class 3 contains 169355 members 
Mstep: Class 4 contains 17552 members 
Mstep: Class 6 contains 145468 members 
Mstep: Class 8 contains 173513 members 
Mstep: Class 9 contains 7994 members 
Mstep: Class 11 contains 1343 members 
Mstep: Class 13 contains 50824 members 
Mstep: Class 14 contains 32024 members 
Mstep: Class 15 contains 2059 members 
Mstep: Class 17 contains 1037 members 
Mstep: Class 18 contains 24006 members 
Mstep: Class 20 contains 4256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41769772.000000 Penalty: 30561.902344
Iteration 47Q: 15 clusters Score -4.176977e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 29005 members 
Mstep: Class 3 contains 168665 members 
Mstep: Class 4 contains 17877 members 
Mstep: Class 6 contains 144611 members 
Mstep: Class 8 contains 176660 members 
Mstep: Class 9 contains 7990 members 
Mstep: Class 11 contains 1313 members 
Mstep: Class 13 contains 49846 members 
Mstep: Class 14 contains 31553 members 
Mstep: Class 15 contains 2063 members 
Mstep: Class 17 contains 1036 members 
Mstep: Class 18 contains 23864 members 
Mstep: Class 20 contains 4259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41770280.000000 Penalty: 30561.902344
Iteration 48Q: 15 clusters Score -4.177028e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 28740 members 
Mstep: Class 3 contains 167961 members 
Mstep: Class 4 contains 18140 members 
Mstep: Class 6 contains 143729 members 
Mstep: Class 8 contains 179866 members 
Mstep: Class 9 contains 7986 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 13 contains 48886 members 
Mstep: Class 14 contains 31106 members 
Mstep: Class 15 contains 2063 members 
Mstep: Class 17 contains 1040 members 
Mstep: Class 18 contains 23707 members 
Mstep: Class 20 contains 4270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2177.204590 but Gain 2182.992188
Score: -41770872.000000 Penalty: 28378.910156
Iteration 49Q: 14 clusters Score -4.177087e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 28480 members 
Mstep: Class 3 contains 167334 members 
Mstep: Class 4 contains 18422 members 
Mstep: Class 6 contains 142969 members 
Mstep: Class 8 contains 183069 members 
Mstep: Class 9 contains 7981 members 
Mstep: Class 13 contains 48917 members 
Mstep: Class 14 contains 30706 members 
Mstep: Class 15 contains 2064 members 
Mstep: Class 17 contains 1042 members 
Mstep: Class 18 contains 23558 members 
Mstep: Class 20 contains 4272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41772948.000000 Penalty: 28378.910156
Iteration 50Q: 14 clusters Score -4.177295e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 28180 members 
Mstep: Class 3 contains 166625 members 
Mstep: Class 4 contains 18659 members 
Mstep: Class 6 contains 141952 members 
Mstep: Class 8 contains 186422 members 
Mstep: Class 9 contains 7979 members 
Mstep: Class 13 contains 47954 members 
Mstep: Class 14 contains 30301 members 
Mstep: Class 15 contains 2064 members 
Mstep: Class 17 contains 1044 members 
Mstep: Class 18 contains 23402 members 
Mstep: Class 20 contains 4276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41773492.000000 Penalty: 28378.910156
Iteration 51Q: 14 clusters Score -4.177349e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 27917 members 
Mstep: Class 3 contains 165911 members 
Mstep: Class 4 contains 18882 members 
Mstep: Class 6 contains 140913 members 
Mstep: Class 8 contains 189755 members 
Mstep: Class 9 contains 7972 members 
Mstep: Class 13 contains 47013 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 2063 members 
Mstep: Class 17 contains 1040 members 
Mstep: Class 18 contains 23259 members 
Mstep: Class 20 contains 4279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41774024.000000 Penalty: 28378.910156
Iteration 52Q: 14 clusters Score -4.177402e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 27668 members 
Mstep: Class 3 contains 165261 members 
Mstep: Class 4 contains 19090 members 
Mstep: Class 6 contains 139905 members 
Mstep: Class 8 contains 193022 members 
Mstep: Class 9 contains 7964 members 
Mstep: Class 13 contains 45993 members 
Mstep: Class 14 contains 29541 members 
Mstep: Class 15 contains 2064 members 
Mstep: Class 17 contains 1040 members 
Mstep: Class 18 contains 23106 members 
Mstep: Class 20 contains 4286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41774692.000000 Penalty: 28378.910156
Iteration 53Q: 14 clusters Score -4.177469e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 27408 members 
Mstep: Class 3 contains 164588 members 
Mstep: Class 4 contains 19270 members 
Mstep: Class 6 contains 138803 members 
Mstep: Class 8 contains 196376 members 
Mstep: Class 9 contains 7961 members 
Mstep: Class 13 contains 45014 members 
Mstep: Class 14 contains 29198 members 
Mstep: Class 15 contains 2063 members 
Mstep: Class 17 contains 1037 members 
Mstep: Class 18 contains 22951 members 
Mstep: Class 20 contains 4308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41775108.000000 Penalty: 28378.910156
Iteration 54Q: 14 clusters Score -4.177511e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 27150 members 
Mstep: Class 3 contains 163948 members 
Mstep: Class 4 contains 19428 members 
Mstep: Class 6 contains 137688 members 
Mstep: Class 8 contains 199656 members 
Mstep: Class 9 contains 7958 members 
Mstep: Class 13 contains 44115 members 
Mstep: Class 14 contains 28868 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 22788 members 
Mstep: Class 20 contains 4321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41775480.000000 Penalty: 28378.910156
Iteration 55Q: 14 clusters Score -4.177548e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 26922 members 
Mstep: Class 3 contains 163303 members 
Mstep: Class 4 contains 19594 members 
Mstep: Class 6 contains 136619 members 
Mstep: Class 8 contains 202805 members 
Mstep: Class 9 contains 7955 members 
Mstep: Class 13 contains 43234 members 
Mstep: Class 14 contains 28535 members 
Mstep: Class 15 contains 2071 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 22653 members 
Mstep: Class 20 contains 4335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41775832.000000 Penalty: 28378.910156
Iteration 56Q: 14 clusters Score -4.177583e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 26713 members 
Mstep: Class 3 contains 162641 members 
Mstep: Class 4 contains 19756 members 
Mstep: Class 6 contains 135591 members 
Mstep: Class 8 contains 205953 members 
Mstep: Class 9 contains 7952 members 
Mstep: Class 13 contains 42361 members 
Mstep: Class 14 contains 28184 members 
Mstep: Class 15 contains 2074 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 22510 members 
Mstep: Class 20 contains 4344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41776036.000000 Penalty: 28378.910156
Iteration 57Q: 14 clusters Score -4.177604e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 26520 members 
Mstep: Class 3 contains 162026 members 
Mstep: Class 4 contains 19889 members 
Mstep: Class 6 contains 134540 members 
Mstep: Class 8 contains 209038 members 
Mstep: Class 9 contains 7946 members 
Mstep: Class 13 contains 41485 members 
Mstep: Class 14 contains 27867 members 
Mstep: Class 15 contains 2082 members 
Mstep: Class 17 contains 1033 members 
Mstep: Class 18 contains 22384 members 
Mstep: Class 20 contains 4361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41776480.000000 Penalty: 28378.910156
Iteration 58Q: 14 clusters Score -4.177648e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 26323 members 
Mstep: Class 3 contains 161438 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 6 contains 133502 members 
Mstep: Class 8 contains 212052 members 
Mstep: Class 9 contains 7942 members 
Mstep: Class 13 contains 40679 members 
Mstep: Class 14 contains 27526 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 17 contains 1031 members 
Mstep: Class 18 contains 22269 members 
Mstep: Class 20 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41776908.000000 Penalty: 28378.910156
Iteration 59Q: 14 clusters Score -4.177691e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 26142 members 
Mstep: Class 3 contains 160834 members 
Mstep: Class 4 contains 20074 members 
Mstep: Class 6 contains 132460 members 
Mstep: Class 8 contains 215041 members 
Mstep: Class 9 contains 7944 members 
Mstep: Class 13 contains 39890 members 
Mstep: Class 14 contains 27211 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 17 contains 1031 members 
Mstep: Class 18 contains 22168 members 
Mstep: Class 20 contains 4386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41776884.000000 Penalty: 28378.910156
Iteration 60F: 14 clusters Score -4.177688e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 25973 members 
Mstep: Class 3 contains 160274 members 
Mstep: Class 4 contains 20158 members 
Mstep: Class 6 contains 131470 members 
Mstep: Class 8 contains 217919 members 
Mstep: Class 9 contains 7945 members 
Mstep: Class 13 contains 39088 members 
Mstep: Class 14 contains 26897 members 
Mstep: Class 15 contains 2082 members 
Mstep: Class 17 contains 1031 members 
Mstep: Class 18 contains 22057 members 
Mstep: Class 20 contains 4400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41777264.000000 Penalty: 28378.910156
Iteration 61Q: 14 clusters Score -4.177726e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 25803 members 
Mstep: Class 3 contains 159717 members 
Mstep: Class 4 contains 20217 members 
Mstep: Class 6 contains 130465 members 
Mstep: Class 8 contains 220801 members 
Mstep: Class 9 contains 7944 members 
Mstep: Class 13 contains 38341 members 
Mstep: Class 14 contains 26559 members 
Mstep: Class 15 contains 2080 members 
Mstep: Class 17 contains 1028 members 
Mstep: Class 18 contains 21956 members 
Mstep: Class 20 contains 4414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41777484.000000 Penalty: 28378.910156
Iteration 62Q: 14 clusters Score -4.177748e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 25652 members 
Mstep: Class 3 contains 159201 members 
Mstep: Class 4 contains 20276 members 
Mstep: Class 6 contains 129499 members 
Mstep: Class 8 contains 223634 members 
Mstep: Class 9 contains 7939 members 
Mstep: Class 13 contains 37546 members 
Mstep: Class 14 contains 26231 members 
Mstep: Class 15 contains 2080 members 
Mstep: Class 17 contains 1028 members 
Mstep: Class 18 contains 21862 members 
Mstep: Class 20 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41777824.000000 Penalty: 28378.910156
Iteration 63Q: 14 clusters Score -4.177782e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 25509 members 
Mstep: Class 3 contains 158699 members 
Mstep: Class 4 contains 20318 members 
Mstep: Class 6 contains 128584 members 
Mstep: Class 8 contains 226296 members 
Mstep: Class 9 contains 7941 members 
Mstep: Class 13 contains 36804 members 
Mstep: Class 14 contains 25936 members 
Mstep: Class 15 contains 2082 members 
Mstep: Class 17 contains 1028 members 
Mstep: Class 18 contains 21776 members 
Mstep: Class 20 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41778148.000000 Penalty: 28378.910156
Iteration 64Q: 14 clusters Score -4.177815e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 25357 members 
Mstep: Class 3 contains 158217 members 
Mstep: Class 4 contains 20360 members 
Mstep: Class 6 contains 127643 members 
Mstep: Class 8 contains 228945 members 
Mstep: Class 9 contains 7941 members 
Mstep: Class 13 contains 36104 members 
Mstep: Class 14 contains 25626 members 
Mstep: Class 15 contains 2086 members 
Mstep: Class 17 contains 1026 members 
Mstep: Class 18 contains 21680 members 
Mstep: Class 20 contains 4440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41778384.000000 Penalty: 28378.910156
Iteration 65Q: 14 clusters Score -4.177838e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 25230 members 
Mstep: Class 3 contains 157733 members 
Mstep: Class 4 contains 20389 members 
Mstep: Class 6 contains 126782 members 
Mstep: Class 8 contains 231461 members 
Mstep: Class 9 contains 7941 members 
Mstep: Class 13 contains 35421 members 
Mstep: Class 14 contains 25317 members 
Mstep: Class 15 contains 2086 members 
Mstep: Class 17 contains 1026 members 
Mstep: Class 18 contains 21600 members 
Mstep: Class 20 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41778696.000000 Penalty: 28378.910156
Iteration 66Q: 14 clusters Score -4.17787e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 25083 members 
Mstep: Class 3 contains 157262 members 
Mstep: Class 4 contains 20426 members 
Mstep: Class 6 contains 125950 members 
Mstep: Class 8 contains 233888 members 
Mstep: Class 9 contains 7941 members 
Mstep: Class 13 contains 34790 members 
Mstep: Class 14 contains 25022 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 17 contains 1026 members 
Mstep: Class 18 contains 21522 members 
Mstep: Class 20 contains 4452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41778928.000000 Penalty: 28378.910156
Iteration 67Q: 14 clusters Score -4.177893e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 24947 members 
Mstep: Class 3 contains 156763 members 
Mstep: Class 4 contains 20457 members 
Mstep: Class 6 contains 125147 members 
Mstep: Class 8 contains 236325 members 
Mstep: Class 9 contains 7942 members 
Mstep: Class 13 contains 34162 members 
Mstep: Class 14 contains 24713 members 
Mstep: Class 15 contains 2086 members 
Mstep: Class 17 contains 1027 members 
Mstep: Class 18 contains 21435 members 
Mstep: Class 20 contains 4459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41778988.000000 Penalty: 28378.910156
Iteration 68Q: 14 clusters Score -4.177899e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 24808 members 
Mstep: Class 3 contains 156282 members 
Mstep: Class 4 contains 20485 members 
Mstep: Class 6 contains 124435 members 
Mstep: Class 8 contains 238600 members 
Mstep: Class 9 contains 7940 members 
Mstep: Class 13 contains 33573 members 
Mstep: Class 14 contains 24424 members 
Mstep: Class 15 contains 2088 members 
Mstep: Class 17 contains 1024 members 
Mstep: Class 18 contains 21364 members 
Mstep: Class 20 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41779116.000000 Penalty: 28378.910156
Iteration 69Q: 14 clusters Score -4.177912e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 24681 members 
Mstep: Class 3 contains 155837 members 
Mstep: Class 4 contains 20503 members 
Mstep: Class 6 contains 123689 members 
Mstep: Class 8 contains 240831 members 
Mstep: Class 9 contains 7936 members 
Mstep: Class 13 contains 33020 members 
Mstep: Class 14 contains 24153 members 
Mstep: Class 15 contains 2088 members 
Mstep: Class 17 contains 1023 members 
Mstep: Class 18 contains 21275 members 
Mstep: Class 20 contains 4474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41779352.000000 Penalty: 28378.910156
Iteration 70Q: 14 clusters Score -4.177935e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 24558 members 
Mstep: Class 3 contains 155387 members 
Mstep: Class 4 contains 20504 members 
Mstep: Class 6 contains 122939 members 
Mstep: Class 8 contains 243076 members 
Mstep: Class 9 contains 7937 members 
Mstep: Class 13 contains 32474 members 
Mstep: Class 14 contains 23896 members 
Mstep: Class 15 contains 2086 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 21169 members 
Mstep: Class 20 contains 4486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41779472.000000 Penalty: 28378.910156
Iteration 71Q: 14 clusters Score -4.177947e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 24420 members 
Mstep: Class 3 contains 154876 members 
Mstep: Class 4 contains 20515 members 
Mstep: Class 6 contains 122191 members 
Mstep: Class 8 contains 245291 members 
Mstep: Class 9 contains 7936 members 
Mstep: Class 13 contains 31983 members 
Mstep: Class 14 contains 23646 members 
Mstep: Class 15 contains 2089 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 21095 members 
Mstep: Class 20 contains 4493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41779612.000000 Penalty: 28378.910156
Iteration 72Q: 14 clusters Score -4.177961e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 24287 members 
Mstep: Class 3 contains 154455 members 
Mstep: Class 4 contains 20532 members 
Mstep: Class 6 contains 121457 members 
Mstep: Class 8 contains 247345 members 
Mstep: Class 9 contains 7937 members 
Mstep: Class 13 contains 31510 members 
Mstep: Class 14 contains 23426 members 
Mstep: Class 15 contains 2092 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 21017 members 
Mstep: Class 20 contains 4497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41779812.000000 Penalty: 28378.910156
Iteration 73Q: 14 clusters Score -4.177981e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 24162 members 
Mstep: Class 3 contains 154037 members 
Mstep: Class 4 contains 20545 members 
Mstep: Class 6 contains 120740 members 
Mstep: Class 8 contains 249332 members 
Mstep: Class 9 contains 7934 members 
Mstep: Class 13 contains 31048 members 
Mstep: Class 14 contains 23221 members 
Mstep: Class 15 contains 2097 members 
Mstep: Class 17 contains 1018 members 
Mstep: Class 18 contains 20960 members 
Mstep: Class 20 contains 4499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41779860.000000 Penalty: 28378.910156
Iteration 74Q: 14 clusters Score -4.177986e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 24030 members 
Mstep: Class 3 contains 153651 members 
Mstep: Class 4 contains 20564 members 
Mstep: Class 6 contains 120075 members 
Mstep: Class 8 contains 251322 members 
Mstep: Class 9 contains 7928 members 
Mstep: Class 13 contains 30537 members 
Mstep: Class 14 contains 23009 members 
Mstep: Class 15 contains 2096 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 20885 members 
Mstep: Class 20 contains 4502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41780012.000000 Penalty: 28378.910156
Iteration 75Q: 14 clusters Score -4.178001e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 23903 members 
Mstep: Class 3 contains 153248 members 
Mstep: Class 4 contains 20576 members 
Mstep: Class 6 contains 119438 members 
Mstep: Class 8 contains 253275 members 
Mstep: Class 9 contains 7921 members 
Mstep: Class 13 contains 30057 members 
Mstep: Class 14 contains 22805 members 
Mstep: Class 15 contains 2102 members 
Mstep: Class 17 contains 1013 members 
Mstep: Class 18 contains 20812 members 
Mstep: Class 20 contains 4504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41780268.000000 Penalty: 28378.910156
Iteration 76Q: 14 clusters Score -4.178027e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 23776 members 
Mstep: Class 3 contains 152846 members 
Mstep: Class 4 contains 20588 members 
Mstep: Class 6 contains 118833 members 
Mstep: Class 8 contains 255171 members 
Mstep: Class 9 contains 7918 members 
Mstep: Class 13 contains 29588 members 
Mstep: Class 14 contains 22606 members 
Mstep: Class 15 contains 2108 members 
Mstep: Class 17 contains 1011 members 
Mstep: Class 18 contains 20739 members 
Mstep: Class 20 contains 4507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41780324.000000 Penalty: 28378.910156
Iteration 77Q: 14 clusters Score -4.178032e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 23657 members 
Mstep: Class 3 contains 152433 members 
Mstep: Class 4 contains 20596 members 
Mstep: Class 6 contains 118270 members 
Mstep: Class 8 contains 256902 members 
Mstep: Class 9 contains 7919 members 
Mstep: Class 13 contains 29195 members 
Mstep: Class 14 contains 22444 members 
Mstep: Class 15 contains 2109 members 
Mstep: Class 17 contains 1012 members 
Mstep: Class 18 contains 20678 members 
Mstep: Class 20 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41780480.000000 Penalty: 28378.910156
Iteration 78Q: 14 clusters Score -4.178048e+07 nChanged 1803
Entering ConstructFrom: 
Score: -41780480.000000 Penalty: 28378.910156
Entering ConstructFrom: 
Trying to split cluster 1 (22936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Entering Unmasked Estep 
Score: -1450304.625000 Penalty: 1631.575317
	Iteration 0F: 2 clusters Score -1450305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1434828.250000 Penalty: 3263.150635
	Iteration 0F: 3 clusters Score -1434828 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1440978.750000 Penalty: 3263.150635
	Iteration 1F: 3 clusters Score -1440979 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1441987.750000 Penalty: 3263.150635
	Iteration 2F: 3 clusters Score -1441988 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1443338.000000 Penalty: 3263.150635
	Iteration 3F: 3 clusters Score -1443338 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1444906.250000 Penalty: 3263.150635
	Iteration 4F: 3 clusters Score -1444906 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1446466.375000 Penalty: 3263.150635
	Iteration 5F: 3 clusters Score -1446466 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1447860.875000 Penalty: 3263.150635
	Iteration 6F: 3 clusters Score -1447861 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1448791.375000 Penalty: 3263.150635
	Iteration 7Q: 3 clusters Score -1448791 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1449309.000000 Penalty: 3263.150635
	Iteration 8Q: 3 clusters Score -1449309 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1449592.875000 Penalty: 3263.150635
	Iteration 9Q: 3 clusters Score -1449593 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1449776.375000 Penalty: 3263.150635
	Iteration 10Q: 3 clusters Score -1449776 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1449912.000000 Penalty: 3263.150635
	Iteration 11Q: 3 clusters Score -1449912 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1450002.375000 Penalty: 3263.150635
	Iteration 12Q: 3 clusters Score -1450002 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1450051.125000 Penalty: 3263.150635
	Iteration 13Q: 3 clusters Score -1450051 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1450088.125000 Penalty: 3263.150635
	Iteration 14Q: 3 clusters Score -1450088 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1450109.125000 Penalty: 3263.150635
	Iteration 15Q: 3 clusters Score -1450109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1450124.375000 Penalty: 3263.150635
	Iteration 16Q: 3 clusters Score -1450124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1450132.000000 Penalty: 3263.150635
	Iteration 17Q: 3 clusters Score -1450132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1450144.125000 Penalty: 3263.150635
	Iteration 18Q: 3 clusters Score -1450144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1450156.500000 Penalty: 3263.150635
	Iteration 19Q: 3 clusters Score -1450156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1450155.125000 Penalty: 3263.150635
	Iteration 20F: 3 clusters Score -1450155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1450158.500000 Penalty: 3263.150635
	Iteration 21Q: 3 clusters Score -1450158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1450158.125000 Penalty: 3263.150635
	Iteration 22Q: 3 clusters Score -1450158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1450162.000000 Penalty: 3263.150635
	Iteration 23Q: 3 clusters Score -1450162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1450165.875000 Penalty: 3263.150635
	Iteration 24Q: 3 clusters Score -1450166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1450164.125000 Penalty: 3263.150635
	Iteration 25Q: 3 clusters Score -1450164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1450164.125000 Penalty: 3263.150635
	Iteration 26F: 3 clusters Score -1450164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Entering Unmasked Estep 
Score: -1498068.625000 Penalty: 1635.847412
	Iteration 0F: 2 clusters Score -1498069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1482086.875000 Penalty: 3271.694824
	Iteration 0F: 3 clusters Score -1482087 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1487920.875000 Penalty: 3271.694824
	Iteration 1F: 3 clusters Score -1487921 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1488250.750000 Penalty: 3271.694824
	Iteration 2Q: 3 clusters Score -1488251 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1488547.625000 Penalty: 3271.694824
	Iteration 3Q: 3 clusters Score -1488548 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1488864.125000 Penalty: 3271.694824
	Iteration 4Q: 3 clusters Score -1488864 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1489219.125000 Penalty: 3271.694824
	Iteration 5Q: 3 clusters Score -1489219 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1489641.500000 Penalty: 3271.694824
	Iteration 6Q: 3 clusters Score -1489642 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1490145.250000 Penalty: 3271.694824
	Iteration 7Q: 3 clusters Score -1490145 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1490751.875000 Penalty: 3271.694824
	Iteration 8Q: 3 clusters Score -1490752 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1491349.375000 Penalty: 3271.694824
	Iteration 9Q: 3 clusters Score -1491349 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1491929.875000 Penalty: 3271.694824
	Iteration 10Q: 3 clusters Score -1491930 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1492468.375000 Penalty: 3271.694824
	Iteration 11Q: 3 clusters Score -1492468 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1492947.375000 Penalty: 3271.694824
	Iteration 12Q: 3 clusters Score -1492947 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1493330.750000 Penalty: 3271.694824
	Iteration 13Q: 3 clusters Score -1493331 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1493644.250000 Penalty: 3271.694824
	Iteration 14Q: 3 clusters Score -1493644 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1493861.625000 Penalty: 3271.694824
	Iteration 15Q: 3 clusters Score -1493862 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1494024.875000 Penalty: 3271.694824
	Iteration 16Q: 3 clusters Score -1494025 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1494128.250000 Penalty: 3271.694824
	Iteration 17Q: 3 clusters Score -1494128 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1494206.000000 Penalty: 3271.694824
	Iteration 18Q: 3 clusters Score -1494206 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1494271.000000 Penalty: 3271.694824
	Iteration 19Q: 3 clusters Score -1494271 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1494317.875000 Penalty: 3271.694824
	Iteration 20F: 3 clusters Score -1494318 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1494364.250000 Penalty: 3271.694824
	Iteration 21Q: 3 clusters Score -1494364 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1494402.375000 Penalty: 3271.694824
	Iteration 22Q: 3 clusters Score -1494402 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1494434.250000 Penalty: 3271.694824
	Iteration 23Q: 3 clusters Score -1494434 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1494463.750000 Penalty: 3271.694824
	Iteration 24Q: 3 clusters Score -1494464 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1494486.375000 Penalty: 3271.694824
	Iteration 25Q: 3 clusters Score -1494486 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1494512.000000 Penalty: 3271.694824
	Iteration 26Q: 3 clusters Score -1494512 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1494532.000000 Penalty: 3271.694824
	Iteration 27Q: 3 clusters Score -1494532 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1494559.250000 Penalty: 3271.694824
	Iteration 28Q: 3 clusters Score -1494559 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1494576.000000 Penalty: 3271.694824
	Iteration 29Q: 3 clusters Score -1494576 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1494597.500000 Penalty: 3271.694824
	Iteration 30Q: 3 clusters Score -1494598 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1494613.375000 Penalty: 3271.694824
	Iteration 31Q: 3 clusters Score -1494613 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1494638.000000 Penalty: 3271.694824
	Iteration 32Q: 3 clusters Score -1494638 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1494670.625000 Penalty: 3271.694824
	Iteration 33Q: 3 clusters Score -1494671 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1494685.875000 Penalty: 3271.694824
	Iteration 34Q: 3 clusters Score -1494686 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1494719.875000 Penalty: 3271.694824
	Iteration 35Q: 3 clusters Score -1494720 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1494756.375000 Penalty: 3271.694824
	Iteration 36Q: 3 clusters Score -1494756 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1494800.250000 Penalty: 3271.694824
	Iteration 37Q: 3 clusters Score -1494800 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1494851.875000 Penalty: 3271.694824
	Iteration 38Q: 3 clusters Score -1494852 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1494910.875000 Penalty: 3271.694824
	Iteration 39Q: 3 clusters Score -1494911 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1494961.625000 Penalty: 3271.694824
	Iteration 40F: 3 clusters Score -1494962 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1495030.625000 Penalty: 3271.694824
	Iteration 41Q: 3 clusters Score -1495031 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1495114.375000 Penalty: 3271.694824
	Iteration 42Q: 3 clusters Score -1495114 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1495192.625000 Penalty: 3271.694824
	Iteration 43Q: 3 clusters Score -1495193 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1495271.875000 Penalty: 3271.694824
	Iteration 44Q: 3 clusters Score -1495272 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1495355.125000 Penalty: 3271.694824
	Iteration 45Q: 3 clusters Score -1495355 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1495444.750000 Penalty: 3271.694824
	Iteration 46Q: 3 clusters Score -1495445 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1495539.375000 Penalty: 3271.694824
	Iteration 47Q: 3 clusters Score -1495539 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1495639.125000 Penalty: 3271.694824
	Iteration 48Q: 3 clusters Score -1495639 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1495758.375000 Penalty: 3271.694824
	Iteration 49Q: 3 clusters Score -1495758 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1495882.125000 Penalty: 3271.694824
	Iteration 50Q: 3 clusters Score -1495882 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1496021.500000 Penalty: 3271.694824
	Iteration 51Q: 3 clusters Score -1496022 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1496149.750000 Penalty: 3271.694824
	Iteration 52Q: 3 clusters Score -1496150 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1496298.125000 Penalty: 3271.694824
	Iteration 53Q: 3 clusters Score -1496298 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1496459.875000 Penalty: 3271.694824
	Iteration 54Q: 3 clusters Score -1496460 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1496606.750000 Penalty: 3271.694824
	Iteration 55Q: 3 clusters Score -1496607 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1496786.250000 Penalty: 3271.694824
	Iteration 56Q: 3 clusters Score -1496786 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1496933.375000 Penalty: 3271.694824
	Iteration 57Q: 3 clusters Score -1496933 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1497082.000000 Penalty: 3271.694824
	Iteration 58Q: 3 clusters Score -1497082 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1497216.250000 Penalty: 3271.694824
	Iteration 59Q: 3 clusters Score -1497216 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1497326.375000 Penalty: 3271.694824
	Iteration 60F: 3 clusters Score -1497326 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1497433.250000 Penalty: 3271.694824
	Iteration 61Q: 3 clusters Score -1497433 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1497529.500000 Penalty: 3271.694824
	Iteration 62Q: 3 clusters Score -1497530 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1497629.500000 Penalty: 3271.694824
	Iteration 63Q: 3 clusters Score -1497630 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1497705.125000 Penalty: 3271.694824
	Iteration 64Q: 3 clusters Score -1497705 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1497785.125000 Penalty: 3271.694824
	Iteration 65Q: 3 clusters Score -1497785 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1497849.375000 Penalty: 3271.694824
	Iteration 66Q: 3 clusters Score -1497849 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1497891.125000 Penalty: 3271.694824
	Iteration 67Q: 3 clusters Score -1497891 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1497923.250000 Penalty: 3271.694824
	Iteration 68Q: 3 clusters Score -1497923 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1497958.750000 Penalty: 3271.694824
	Iteration 69Q: 3 clusters Score -1497959 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1497976.375000 Penalty: 3271.694824
	Iteration 70Q: 3 clusters Score -1497976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1497989.625000 Penalty: 3271.694824
	Iteration 71Q: 3 clusters Score -1497990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1498006.375000 Penalty: 3271.694824
	Iteration 72Q: 3 clusters Score -1498006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1498019.000000 Penalty: 3271.694824
	Iteration 73Q: 3 clusters Score -1498019 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1498026.500000 Penalty: 3271.694824
	Iteration 74Q: 3 clusters Score -1498026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1498032.750000 Penalty: 3271.694824
	Iteration 75Q: 3 clusters Score -1498033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1498036.625000 Penalty: 3271.694824
	Iteration 76Q: 3 clusters Score -1498037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1498047.500000 Penalty: 3271.694824
	Iteration 77Q: 3 clusters Score -1498048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1498050.750000 Penalty: 3271.694824
	Iteration 78Q: 3 clusters Score -1498051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1498054.125000 Penalty: 3271.694824
	Iteration 79Q: 3 clusters Score -1498054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1498058.500000 Penalty: 3271.694824
	Iteration 80F: 3 clusters Score -1498058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1498065.250000 Penalty: 3271.694824
	Iteration 81Q: 3 clusters Score -1498065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1498065.125000 Penalty: 3271.694824
	Iteration 82Q: 3 clusters Score -1498065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1498073.000000 Penalty: 3271.694824
	Iteration 83Q: 3 clusters Score -1498073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1498073.500000 Penalty: 3271.694824
	Iteration 84Q: 3 clusters Score -1498074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1498077.625000 Penalty: 3271.694824
	Iteration 85Q: 3 clusters Score -1498078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1498082.250000 Penalty: 3271.694824
	Iteration 86Q: 3 clusters Score -1498082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1498083.250000 Penalty: 3271.694824
	Iteration 87Q: 3 clusters Score -1498083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1498090.625000 Penalty: 3271.694824
	Iteration 88Q: 3 clusters Score -1498091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1498089.250000 Penalty: 3271.694824
	Iteration 89Q: 3 clusters Score -1498089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1498093.125000 Penalty: 3271.694824
	Iteration 90Q: 3 clusters Score -1498093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1498099.250000 Penalty: 3271.694824
	Iteration 91Q: 3 clusters Score -1498099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1498100.625000 Penalty: 3271.694824
	Iteration 92Q: 3 clusters Score -1498101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1498104.500000 Penalty: 3271.694824
	Iteration 93Q: 3 clusters Score -1498104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1498104.500000 Penalty: 3271.694824
	Iteration 94F: 3 clusters Score -1498104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 22737 members 
Mstep: Class 3 contains 152038 members 
Mstep: Class 4 contains 20594 members 
Mstep: Class 5 contains 810 members 
Mstep: Class 6 contains 117736 members 
Mstep: Class 8 contains 258550 members 
Mstep: Class 9 contains 7916 members 
Mstep: Class 13 contains 28820 members 
Mstep: Class 14 contains 22293 members 
Mstep: Class 15 contains 2106 members 
Mstep: Class 17 contains 1012 members 
Mstep: Class 18 contains 20628 members 
Mstep: Class 20 contains 4513 members 
Entering Unmasked Estep 
Score: -41780192.000000 Penalty: 30561.902344
Splitting cluster 2 changes total score from -41780480.000000 to -41780192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (152038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152038 members 
Entering Unmasked Estep 
Score: -9698243.000000 Penalty: 1938.931396
	Iteration 0F: 2 clusters Score -9698243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76078 members 
Mstep: Class 2 contains 75960 members 
Entering Unmasked Estep 
Score: -9595997.000000 Penalty: 3877.862793
	Iteration 0F: 3 clusters Score -9595997 nChanged 73604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76078 members 
Mstep: Class 2 contains 75960 members 
Entering Unmasked Estep 
Score: -9638935.000000 Penalty: 3877.862793
	Iteration 1F: 3 clusters Score -9638935 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76032 members 
Mstep: Class 2 contains 76006 members 
Entering Unmasked Estep 
Score: -9639690.000000 Penalty: 3877.862793
	Iteration 2Q: 3 clusters Score -9639690 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75860 members 
Mstep: Class 2 contains 76178 members 
Entering Unmasked Estep 
Score: -9640751.000000 Penalty: 3877.862793
	Iteration 3Q: 3 clusters Score -9640751 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75683 members 
Mstep: Class 2 contains 76355 members 
Entering Unmasked Estep 
Score: -9642036.000000 Penalty: 3877.862793
	Iteration 4Q: 3 clusters Score -9642036 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75532 members 
Mstep: Class 2 contains 76506 members 
Entering Unmasked Estep 
Score: -9643904.000000 Penalty: 3877.862793
	Iteration 5Q: 3 clusters Score -9643904 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75230 members 
Mstep: Class 2 contains 76808 members 
Entering Unmasked Estep 
Score: -9646315.000000 Penalty: 3877.862793
	Iteration 6Q: 3 clusters Score -9646315 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 77281 members 
Entering Unmasked Estep 
Score: -9649885.000000 Penalty: 3877.862793
	Iteration 7Q: 3 clusters Score -9649885 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73985 members 
Mstep: Class 2 contains 78053 members 
Entering Unmasked Estep 
Score: -9654615.000000 Penalty: 3877.862793
	Iteration 8F: 3 clusters Score -9654615 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -9660634.000000 Penalty: 3877.862793
	Iteration 9F: 3 clusters Score -9660634 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 80458 members 
Entering Unmasked Estep 
Score: -9667443.000000 Penalty: 3877.862793
	Iteration 10F: 3 clusters Score -9667443 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70158 members 
Mstep: Class 2 contains 81880 members 
Entering Unmasked Estep 
Score: -9672752.000000 Penalty: 3877.862793
	Iteration 11F: 3 clusters Score -9672752 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68903 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -9675285.000000 Penalty: 3877.862793
	Iteration 12Q: 3 clusters Score -9675285 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 84212 members 
Entering Unmasked Estep 
Score: -9676369.000000 Penalty: 3877.862793
	Iteration 13Q: 3 clusters Score -9676369 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66767 members 
Mstep: Class 2 contains 85271 members 
Entering Unmasked Estep 
Score: -9677010.000000 Penalty: 3877.862793
	Iteration 14Q: 3 clusters Score -9677010 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65643 members 
Mstep: Class 2 contains 86395 members 
Entering Unmasked Estep 
Score: -9677632.000000 Penalty: 3877.862793
	Iteration 15Q: 3 clusters Score -9677632 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 87591 members 
Entering Unmasked Estep 
Score: -9678147.000000 Penalty: 3877.862793
	Iteration 16Q: 3 clusters Score -9678147 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -9678744.000000 Penalty: 3877.862793
	Iteration 17Q: 3 clusters Score -9678744 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 89957 members 
Entering Unmasked Estep 
Score: -9679337.000000 Penalty: 3877.862793
	Iteration 18Q: 3 clusters Score -9679337 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 91229 members 
Entering Unmasked Estep 
Score: -9679941.000000 Penalty: 3877.862793
	Iteration 19Q: 3 clusters Score -9679941 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 92532 members 
Entering Unmasked Estep 
Score: -9680403.000000 Penalty: 3877.862793
	Iteration 20F: 3 clusters Score -9680403 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 93795 members 
Entering Unmasked Estep 
Score: -9680819.000000 Penalty: 3877.862793
	Iteration 21Q: 3 clusters Score -9680819 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57026 members 
Mstep: Class 2 contains 95012 members 
Entering Unmasked Estep 
Score: -9681170.000000 Penalty: 3877.862793
	Iteration 22Q: 3 clusters Score -9681170 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 96234 members 
Entering Unmasked Estep 
Score: -9681557.000000 Penalty: 3877.862793
	Iteration 23Q: 3 clusters Score -9681557 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 97501 members 
Entering Unmasked Estep 
Score: -9681874.000000 Penalty: 3877.862793
	Iteration 24Q: 3 clusters Score -9681874 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 98739 members 
Entering Unmasked Estep 
Score: -9682177.000000 Penalty: 3877.862793
	Iteration 25Q: 3 clusters Score -9682177 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 100028 members 
Entering Unmasked Estep 
Score: -9682471.000000 Penalty: 3877.862793
	Iteration 26Q: 3 clusters Score -9682471 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 101284 members 
Entering Unmasked Estep 
Score: -9682774.000000 Penalty: 3877.862793
	Iteration 27Q: 3 clusters Score -9682774 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 102550 members 
Entering Unmasked Estep 
Score: -9683027.000000 Penalty: 3877.862793
	Iteration 28Q: 3 clusters Score -9683027 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 103818 members 
Entering Unmasked Estep 
Score: -9683281.000000 Penalty: 3877.862793
	Iteration 29Q: 3 clusters Score -9683281 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 105112 members 
Entering Unmasked Estep 
Score: -9683517.000000 Penalty: 3877.862793
	Iteration 30Q: 3 clusters Score -9683517 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 106409 members 
Entering Unmasked Estep 
Score: -9683769.000000 Penalty: 3877.862793
	Iteration 31Q: 3 clusters Score -9683769 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 107744 members 
Entering Unmasked Estep 
Score: -9683968.000000 Penalty: 3877.862793
	Iteration 32Q: 3 clusters Score -9683968 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 109172 members 
Entering Unmasked Estep 
Score: -9684287.000000 Penalty: 3877.862793
	Iteration 33Q: 3 clusters Score -9684287 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 110683 members 
Entering Unmasked Estep 
Score: -9684548.000000 Penalty: 3877.862793
	Iteration 34Q: 3 clusters Score -9684548 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 112282 members 
Entering Unmasked Estep 
Score: -9684915.000000 Penalty: 3877.862793
	Iteration 35Q: 3 clusters Score -9684915 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 113912 members 
Entering Unmasked Estep 
Score: -9685266.000000 Penalty: 3877.862793
	Iteration 36Q: 3 clusters Score -9685266 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 115552 members 
Entering Unmasked Estep 
Score: -9685613.000000 Penalty: 3877.862793
	Iteration 37Q: 3 clusters Score -9685613 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 117172 members 
Entering Unmasked Estep 
Score: -9685994.000000 Penalty: 3877.862793
	Iteration 38Q: 3 clusters Score -9685994 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 118763 members 
Entering Unmasked Estep 
Score: -9686400.000000 Penalty: 3877.862793
	Iteration 39Q: 3 clusters Score -9686400 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 120455 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9686800 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 122116 members 
Entering Unmasked Estep 
Score: -9687227.000000 Penalty: 3877.862793
	Iteration 41Q: 3 clusters Score -9687227 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 123785 members 
Entering Unmasked Estep 
Score: -9687718.000000 Penalty: 3877.862793
	Iteration 42Q: 3 clusters Score -9687718 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 125474 members 
Entering Unmasked Estep 
Score: -9688151.000000 Penalty: 3877.862793
	Iteration 43Q: 3 clusters Score -9688151 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 127152 members 
Entering Unmasked Estep 
Score: -9688706.000000 Penalty: 3877.862793
	Iteration 44Q: 3 clusters Score -9688706 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 128807 members 
Entering Unmasked Estep 
Score: -9689177.000000 Penalty: 3877.862793
	Iteration 45Q: 3 clusters Score -9689177 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 130533 members 
Entering Unmasked Estep 
Score: -9689683.000000 Penalty: 3877.862793
	Iteration 46Q: 3 clusters Score -9689683 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 132180 members 
Entering Unmasked Estep 
Score: -9690293.000000 Penalty: 3877.862793
	Iteration 47Q: 3 clusters Score -9690293 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 133773 members 
Entering Unmasked Estep 
Score: -9690826.000000 Penalty: 3877.862793
	Iteration 48Q: 3 clusters Score -9690826 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 135250 members 
Entering Unmasked Estep 
Score: -9691328.000000 Penalty: 3877.862793
	Iteration 49Q: 3 clusters Score -9691328 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 136607 members 
Entering Unmasked Estep 
Score: -9691856.000000 Penalty: 3877.862793
	Iteration 50Q: 3 clusters Score -9691856 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 137941 members 
Entering Unmasked Estep 
Score: -9692318.000000 Penalty: 3877.862793
	Iteration 51Q: 3 clusters Score -9692318 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 139163 members 
Entering Unmasked Estep 
Score: -9692772.000000 Penalty: 3877.862793
	Iteration 52Q: 3 clusters Score -9692772 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 140279 members 
Entering Unmasked Estep 
Score: -9693127.000000 Penalty: 3877.862793
	Iteration 53Q: 3 clusters Score -9693127 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 141321 members 
Entering Unmasked Estep 
Score: -9693459.000000 Penalty: 3877.862793
	Iteration 54Q: 3 clusters Score -9693459 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 142297 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9693845 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 143182 members 
Entering Unmasked Estep 
Score: -9694155.000000 Penalty: 3877.862793
	Iteration 56Q: 3 clusters Score -9694155 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 143990 members 
Entering Unmasked Estep 
Score: -9694375.000000 Penalty: 3877.862793
	Iteration 57Q: 3 clusters Score -9694375 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 144726 members 
Entering Unmasked Estep 
Score: -9694626.000000 Penalty: 3877.862793
	Iteration 58Q: 3 clusters Score -9694626 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 145361 members 
Entering Unmasked Estep 
Score: -9694794.000000 Penalty: 3877.862793
	Iteration 59Q: 3 clusters Score -9694794 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 145935 members 
Entering Unmasked Estep 
Score: -9695027.000000 Penalty: 3877.862793
	Iteration 60F: 3 clusters Score -9695027 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 146451 members 
Entering Unmasked Estep 
Score: -9695165.000000 Penalty: 3877.862793
	Iteration 61Q: 3 clusters Score -9695165 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 146930 members 
Entering Unmasked Estep 
Score: -9695367.000000 Penalty: 3877.862793
	Iteration 62Q: 3 clusters Score -9695367 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 147324 members 
Entering Unmasked Estep 
Score: -9695520.000000 Penalty: 3877.862793
	Iteration 63Q: 3 clusters Score -9695520 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 147672 members 
Entering Unmasked Estep 
Score: -9695640.000000 Penalty: 3877.862793
	Iteration 64Q: 3 clusters Score -9695640 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 147962 members 
Entering Unmasked Estep 
Score: -9695728.000000 Penalty: 3877.862793
	Iteration 65Q: 3 clusters Score -9695728 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 148220 members 
Entering Unmasked Estep 
Score: -9695775.000000 Penalty: 3877.862793
	Iteration 66Q: 3 clusters Score -9695775 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 148457 members 
Entering Unmasked Estep 
Score: -9695858.000000 Penalty: 3877.862793
	Iteration 67Q: 3 clusters Score -9695858 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 148691 members 
Entering Unmasked Estep 
Score: -9695927.000000 Penalty: 3877.862793
	Iteration 68Q: 3 clusters Score -9695927 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 148916 members 
Entering Unmasked Estep 
Score: -9695954.000000 Penalty: 3877.862793
	Iteration 69Q: 3 clusters Score -9695954 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 149106 members 
Entering Unmasked Estep 
Score: -9696007.000000 Penalty: 3877.862793
	Iteration 70Q: 3 clusters Score -9696007 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 149282 members 
Entering Unmasked Estep 
Score: -9696060.000000 Penalty: 3877.862793
	Iteration 71Q: 3 clusters Score -9696060 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 149456 members 
Entering Unmasked Estep 
Score: -9696150.000000 Penalty: 3877.862793
	Iteration 72Q: 3 clusters Score -9696150 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 149620 members 
Entering Unmasked Estep 
Score: -9696180.000000 Penalty: 3877.862793
	Iteration 73Q: 3 clusters Score -9696180 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 149754 members 
Entering Unmasked Estep 
Score: -9696224.000000 Penalty: 3877.862793
	Iteration 74Q: 3 clusters Score -9696224 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 149868 members 
Entering Unmasked Estep 
Score: -9696248.000000 Penalty: 3877.862793
	Iteration 75Q: 3 clusters Score -9696248 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 149978 members 
Entering Unmasked Estep 
Score: -9696285.000000 Penalty: 3877.862793
	Iteration 76Q: 3 clusters Score -9696285 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 150066 members 
Entering Unmasked Estep 
Score: -9696297.000000 Penalty: 3877.862793
	Iteration 77Q: 3 clusters Score -9696297 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 150151 members 
Entering Unmasked Estep 
Score: -9696312.000000 Penalty: 3877.862793
	Iteration 78Q: 3 clusters Score -9696312 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 150230 members 
Entering Unmasked Estep 
Score: -9696339.000000 Penalty: 3877.862793
	Iteration 79Q: 3 clusters Score -9696339 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 150317 members 
Entering Unmasked Estep 
Score: -9696362.000000 Penalty: 3877.862793
	Iteration 80F: 3 clusters Score -9696362 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 150404 members 
Entering Unmasked Estep 
Score: -9696378.000000 Penalty: 3877.862793
	Iteration 81Q: 3 clusters Score -9696378 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 150497 members 
Entering Unmasked Estep 
Score: -9696418.000000 Penalty: 3877.862793
	Iteration 82Q: 3 clusters Score -9696418 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 150584 members 
Entering Unmasked Estep 
Score: -9696444.000000 Penalty: 3877.862793
	Iteration 83Q: 3 clusters Score -9696444 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 150662 members 
Entering Unmasked Estep 
Score: -9696456.000000 Penalty: 3877.862793
	Iteration 84Q: 3 clusters Score -9696456 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 150735 members 
Entering Unmasked Estep 
Score: -9696475.000000 Penalty: 3877.862793
	Iteration 85Q: 3 clusters Score -9696475 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 150791 members 
Entering Unmasked Estep 
Score: -9696479.000000 Penalty: 3877.862793
	Iteration 86Q: 3 clusters Score -9696479 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 150848 members 
Entering Unmasked Estep 
Score: -9696501.000000 Penalty: 3877.862793
	Iteration 87Q: 3 clusters Score -9696501 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 150911 members 
Entering Unmasked Estep 
Score: -9696524.000000 Penalty: 3877.862793
	Iteration 88Q: 3 clusters Score -9696524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 150961 members 
Entering Unmasked Estep 
Score: -9696545.000000 Penalty: 3877.862793
	Iteration 89Q: 3 clusters Score -9696545 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 151006 members 
Entering Unmasked Estep 
Score: -9696558.000000 Penalty: 3877.862793
	Iteration 90Q: 3 clusters Score -9696558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 151039 members 
Entering Unmasked Estep 
Score: -9696578.000000 Penalty: 3877.862793
	Iteration 91Q: 3 clusters Score -9696578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 151075 members 
Entering Unmasked Estep 
Score: -9696590.000000 Penalty: 3877.862793
	Iteration 92Q: 3 clusters Score -9696590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 151117 members 
Entering Unmasked Estep 
Score: -9696616.000000 Penalty: 3877.862793
	Iteration 93Q: 3 clusters Score -9696616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 151154 members 
Entering Unmasked Estep 
Score: -9696631.000000 Penalty: 3877.862793
	Iteration 94Q: 3 clusters Score -9696631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 151184 members 
Entering Unmasked Estep 
Score: -9696630.000000 Penalty: 3877.862793
	Iteration 95Q: 3 clusters Score -9696630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 151209 members 
Entering Unmasked Estep 
Score: -9696638.000000 Penalty: 3877.862793
	Iteration 96Q: 3 clusters Score -9696638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 151239 members 
Entering Unmasked Estep 
Score: -9696656.000000 Penalty: 3877.862793
	Iteration 97Q: 3 clusters Score -9696656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 151263 members 
Entering Unmasked Estep 
Score: -9696684.000000 Penalty: 3877.862793
	Iteration 98Q: 3 clusters Score -9696684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 151284 members 
Entering Unmasked Estep 
Score: -9696674.000000 Penalty: 3877.862793
	Iteration 99Q: 3 clusters Score -9696674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 151307 members 
Entering Unmasked Estep 
Score: -9696683.000000 Penalty: 3877.862793
	Iteration 100F: 3 clusters Score -9696683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 151325 members 
Entering Unmasked Estep 
Score: -9696692.000000 Penalty: 3877.862793
	Iteration 101Q: 3 clusters Score -9696692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 151335 members 
Entering Unmasked Estep 
Score: -9696699.000000 Penalty: 3877.862793
	Iteration 102Q: 3 clusters Score -9696699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 151340 members 
Entering Unmasked Estep 
Score: -9696702.000000 Penalty: 3877.862793
	Iteration 103Q: 3 clusters Score -9696702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 151344 members 
Entering Unmasked Estep 
Score: -9696703.000000 Penalty: 3877.862793
	Iteration 104Q: 3 clusters Score -9696703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 151347 members 
Entering Unmasked Estep 
Score: -9696702.000000 Penalty: 3877.862793
	Iteration 105Q: 3 clusters Score -9696702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 151353 members 
Entering Unmasked Estep 
Score: -9696713.000000 Penalty: 3877.862793
	Iteration 106Q: 3 clusters Score -9696713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 151358 members 
Entering Unmasked Estep 
Score: -9696710.000000 Penalty: 3877.862793
	Iteration 107Q: 3 clusters Score -9696710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 151365 members 
Entering Unmasked Estep 
Score: -9696717.000000 Penalty: 3877.862793
	Iteration 108Q: 3 clusters Score -9696717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 151371 members 
Entering Unmasked Estep 
Score: -9696718.000000 Penalty: 3877.862793
	Iteration 109Q: 3 clusters Score -9696718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 151379 members 
Entering Unmasked Estep 
Score: -9696718.000000 Penalty: 3877.862793
	Iteration 110Q: 3 clusters Score -9696718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 151383 members 
Entering Unmasked Estep 
Score: -9696717.000000 Penalty: 3877.862793
	Iteration 111Q: 3 clusters Score -9696717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 151389 members 
Entering Unmasked Estep 
Score: -9696728.000000 Penalty: 3877.862793
	Iteration 112Q: 3 clusters Score -9696728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 151393 members 
Entering Unmasked Estep 
Score: -9696731.000000 Penalty: 3877.862793
	Iteration 113Q: 3 clusters Score -9696731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 151397 members 
Entering Unmasked Estep 
Score: -9696724.000000 Penalty: 3877.862793
	Iteration 114Q: 3 clusters Score -9696724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 151398 members 
Entering Unmasked Estep 
Score: -9696725.000000 Penalty: 3877.862793
	Iteration 115Q: 3 clusters Score -9696725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 151400 members 
Entering Unmasked Estep 
Score: -9696725.000000 Penalty: 3877.862793
	Iteration 116Q: 3 clusters Score -9696725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 151403 members 
Entering Unmasked Estep 
Score: -9696727.000000 Penalty: 3877.862793
	Iteration 117Q: 3 clusters Score -9696727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 151406 members 
Entering Unmasked Estep 
Score: -9696726.000000 Penalty: 3877.862793
	Iteration 118Q: 3 clusters Score -9696726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 151408 members 
Entering Unmasked Estep 
Score: -9696730.000000 Penalty: 3877.862793
	Iteration 119Q: 3 clusters Score -9696730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 151409 members 
Entering Unmasked Estep 
Score: -9696727.000000 Penalty: 3877.862793
	Iteration 120F: 3 clusters Score -9696727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Entering Unmasked Estep 
Score: -1252210.625000 Penalty: 1614.072754
	Iteration 0F: 2 clusters Score -1252211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1238175.625000 Penalty: 3228.145508
	Iteration 0F: 3 clusters Score -1238176 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1242996.500000 Penalty: 3228.145508
	Iteration 1F: 3 clusters Score -1242996 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1243236.875000 Penalty: 3228.145508
	Iteration 2Q: 3 clusters Score -1243237 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1243439.500000 Penalty: 3228.145508
	Iteration 3Q: 3 clusters Score -1243440 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1243601.750000 Penalty: 3228.145508
	Iteration 4Q: 3 clusters Score -1243602 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1243744.125000 Penalty: 3228.145508
	Iteration 5Q: 3 clusters Score -1243744 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1243896.250000 Penalty: 3228.145508
	Iteration 6Q: 3 clusters Score -1243896 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1244037.500000 Penalty: 3228.145508
	Iteration 7Q: 3 clusters Score -1244038 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1244184.375000 Penalty: 3228.145508
	Iteration 8Q: 3 clusters Score -1244184 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1244377.500000 Penalty: 3228.145508
	Iteration 9Q: 3 clusters Score -1244378 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1244634.250000 Penalty: 3228.145508
	Iteration 10Q: 3 clusters Score -1244634 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1245016.250000 Penalty: 3228.145508
	Iteration 11Q: 3 clusters Score -1245016 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1245598.875000 Penalty: 3228.145508
	Iteration 12F: 3 clusters Score -1245599 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1246492.250000 Penalty: 3228.145508
	Iteration 13F: 3 clusters Score -1246492 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1247637.500000 Penalty: 3228.145508
	Iteration 14F: 3 clusters Score -1247638 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1248845.125000 Penalty: 3228.145508
	Iteration 15F: 3 clusters Score -1248845 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1249765.125000 Penalty: 3228.145508
	Iteration 16Q: 3 clusters Score -1249765 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1250287.625000 Penalty: 3228.145508
	Iteration 17Q: 3 clusters Score -1250288 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1250512.750000 Penalty: 3228.145508
	Iteration 18Q: 3 clusters Score -1250513 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1250606.625000 Penalty: 3228.145508
	Iteration 19Q: 3 clusters Score -1250607 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1250672.000000 Penalty: 3228.145508
	Iteration 20F: 3 clusters Score -1250672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1250728.375000 Penalty: 3228.145508
	Iteration 21Q: 3 clusters Score -1250728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1250755.000000 Penalty: 3228.145508
	Iteration 22Q: 3 clusters Score -1250755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1250774.375000 Penalty: 3228.145508
	Iteration 23Q: 3 clusters Score -1250774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1250788.125000 Penalty: 3228.145508
	Iteration 24Q: 3 clusters Score -1250788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1250796.750000 Penalty: 3228.145508
	Iteration 25Q: 3 clusters Score -1250797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1250804.875000 Penalty: 3228.145508
	Iteration 26Q: 3 clusters Score -1250805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1250805.500000 Penalty: 3228.145508
	Iteration 27Q: 3 clusters Score -1250806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1250806.375000 Penalty: 3228.145508
	Iteration 28Q: 3 clusters Score -1250806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1250809.875000 Penalty: 3228.145508
	Iteration 29Q: 3 clusters Score -1250810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1250812.500000 Penalty: 3228.145508
	Iteration 30Q: 3 clusters Score -1250812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1250813.125000 Penalty: 3228.145508
	Iteration 31Q: 3 clusters Score -1250813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1250818.000000 Penalty: 3228.145508
	Iteration 32Q: 3 clusters Score -1250818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1250824.500000 Penalty: 3228.145508
	Iteration 33Q: 3 clusters Score -1250824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1250825.750000 Penalty: 3228.145508
	Iteration 34Q: 3 clusters Score -1250826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1250827.375000 Penalty: 3228.145508
	Iteration 35Q: 3 clusters Score -1250827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1250827.375000 Penalty: 3228.145508
	Iteration 36F: 3 clusters Score -1250827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (117736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117736 members 
Entering Unmasked Estep 
Score: -7394750.500000 Penalty: 1897.382446
	Iteration 0F: 2 clusters Score -7394750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 58839 members 
Entering Unmasked Estep 
Score: -7315731.500000 Penalty: 3794.764893
	Iteration 0F: 3 clusters Score -7315732 nChanged 56555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -7348270.500000 Penalty: 3794.764893
	Iteration 1F: 3 clusters Score -7348270 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 58748 members 
Entering Unmasked Estep 
Score: -7349115.500000 Penalty: 3794.764893
	Iteration 2Q: 3 clusters Score -7349116 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 58548 members 
Entering Unmasked Estep 
Score: -7349988.000000 Penalty: 3794.764893
	Iteration 3Q: 3 clusters Score -7349988 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59485 members 
Mstep: Class 2 contains 58251 members 
Entering Unmasked Estep 
Score: -7351049.000000 Penalty: 3794.764893
	Iteration 4Q: 3 clusters Score -7351049 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -7352360.500000 Penalty: 3794.764893
	Iteration 5Q: 3 clusters Score -7352360 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -7354101.500000 Penalty: 3794.764893
	Iteration 6Q: 3 clusters Score -7354102 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -7356611.500000 Penalty: 3794.764893
	Iteration 7Q: 3 clusters Score -7356612 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -7360704.500000 Penalty: 3794.764893
	Iteration 8F: 3 clusters Score -7360704 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65997 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -7366856.000000 Penalty: 3794.764893
	Iteration 9F: 3 clusters Score -7366856 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67922 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -7375171.500000 Penalty: 3794.764893
	Iteration 10F: 3 clusters Score -7375172 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69116 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -7382825.000000 Penalty: 3794.764893
	Iteration 11F: 3 clusters Score -7382825 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69435 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -7387549.500000 Penalty: 3794.764893
	Iteration 12Q: 3 clusters Score -7387550 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69415 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -7390661.500000 Penalty: 3794.764893
	Iteration 13Q: 3 clusters Score -7390662 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69261 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -7392914.500000 Penalty: 3794.764893
	Iteration 14Q: 3 clusters Score -7392914 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69166 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -7394221.500000 Penalty: 3794.764893
	Iteration 15Q: 3 clusters Score -7394222 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69163 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -7395051.500000 Penalty: 3794.764893
	Iteration 16Q: 3 clusters Score -7395052 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69209 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -7395443.000000 Penalty: 3794.764893
	Iteration 17Q: 3 clusters Score -7395443 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -7395576.000000 Penalty: 3794.764893
	Iteration 18Q: 3 clusters Score -7395576 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -7395674.000000 Penalty: 3794.764893
	Iteration 19Q: 3 clusters Score -7395674 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69662 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -7395668.500000 Penalty: 3794.764893
	Iteration 20F: 3 clusters Score -7395668 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69815 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -7395689.500000 Penalty: 3794.764893
	Iteration 21Q: 3 clusters Score -7395690 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69941 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -7395706.500000 Penalty: 3794.764893
	Iteration 22Q: 3 clusters Score -7395706 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -7395715.000000 Penalty: 3794.764893
	Iteration 23Q: 3 clusters Score -7395715 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70131 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -7395722.000000 Penalty: 3794.764893
	Iteration 24Q: 3 clusters Score -7395722 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70198 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -7395704.500000 Penalty: 3794.764893
	Iteration 25Q: 3 clusters Score -7395704 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -7395721.500000 Penalty: 3794.764893
	Iteration 26Q: 3 clusters Score -7395722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -7395714.000000 Penalty: 3794.764893
	Iteration 27Q: 3 clusters Score -7395714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -7395730.500000 Penalty: 3794.764893
	Iteration 28Q: 3 clusters Score -7395730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70352 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -7395728.500000 Penalty: 3794.764893
	Iteration 29Q: 3 clusters Score -7395728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70376 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -7395726.000000 Penalty: 3794.764893
	Iteration 30Q: 3 clusters Score -7395726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70396 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -7395721.500000 Penalty: 3794.764893
	Iteration 31Q: 3 clusters Score -7395722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70409 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -7395721.000000 Penalty: 3794.764893
	Iteration 32Q: 3 clusters Score -7395721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70422 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -7395728.500000 Penalty: 3794.764893
	Iteration 33Q: 3 clusters Score -7395728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70434 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -7395731.000000 Penalty: 3794.764893
	Iteration 34Q: 3 clusters Score -7395731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70439 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -7395731.000000 Penalty: 3794.764893
	Iteration 35Q: 3 clusters Score -7395731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70441 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -7395734.500000 Penalty: 3794.764893
	Iteration 36Q: 3 clusters Score -7395734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70444 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -7395739.000000 Penalty: 3794.764893
	Iteration 37Q: 3 clusters Score -7395739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70453 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -7395736.500000 Penalty: 3794.764893
	Iteration 38Q: 3 clusters Score -7395736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -7395742.500000 Penalty: 3794.764893
	Iteration 39Q: 3 clusters Score -7395742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70473 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -7395737.500000 Penalty: 3794.764893
	Iteration 40F: 3 clusters Score -7395738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -7395733.000000 Penalty: 3794.764893
	Iteration 41Q: 3 clusters Score -7395733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70508 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -7395735.500000 Penalty: 3794.764893
	Iteration 42Q: 3 clusters Score -7395736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70522 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -7395735.500000 Penalty: 3794.764893
	Iteration 43Q: 3 clusters Score -7395736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70537 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -7395731.500000 Penalty: 3794.764893
	Iteration 44Q: 3 clusters Score -7395732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70555 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -7395732.000000 Penalty: 3794.764893
	Iteration 45Q: 3 clusters Score -7395732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70577 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -7395736.500000 Penalty: 3794.764893
	Iteration 46Q: 3 clusters Score -7395736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70594 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -7395732.500000 Penalty: 3794.764893
	Iteration 47Q: 3 clusters Score -7395732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70612 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -7395732.500000 Penalty: 3794.764893
	Iteration 48Q: 3 clusters Score -7395732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70623 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -7395724.500000 Penalty: 3794.764893
	Iteration 49Q: 3 clusters Score -7395724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70631 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -7395727.500000 Penalty: 3794.764893
	Iteration 50Q: 3 clusters Score -7395728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70643 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -7395733.500000 Penalty: 3794.764893
	Iteration 51Q: 3 clusters Score -7395734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70655 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -7395738.000000 Penalty: 3794.764893
	Iteration 52Q: 3 clusters Score -7395738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -7395738.500000 Penalty: 3794.764893
	Iteration 53Q: 3 clusters Score -7395738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70681 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -7395735.500000 Penalty: 3794.764893
	Iteration 54Q: 3 clusters Score -7395736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70689 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -7395739.000000 Penalty: 3794.764893
	Iteration 55Q: 3 clusters Score -7395739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70698 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -7395732.000000 Penalty: 3794.764893
	Iteration 56Q: 3 clusters Score -7395732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70705 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -7395732.500000 Penalty: 3794.764893
	Iteration 57Q: 3 clusters Score -7395732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70712 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -7395731.000000 Penalty: 3794.764893
	Iteration 58Q: 3 clusters Score -7395731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -7395726.000000 Penalty: 3794.764893
	Iteration 59Q: 3 clusters Score -7395726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70719 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -7395734.000000 Penalty: 3794.764893
	Iteration 60F: 3 clusters Score -7395734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70722 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -7395727.500000 Penalty: 3794.764893
	Iteration 61Q: 3 clusters Score -7395728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70724 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -7395728.500000 Penalty: 3794.764893
	Iteration 62Q: 3 clusters Score -7395728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70724 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -7395728.500000 Penalty: 3794.764893
	Iteration 63F: 3 clusters Score -7395728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 23547 members 
Mstep: Class 3 contains 152038 members 
Mstep: Class 4 contains 20594 members 
Mstep: Class 5 contains 47012 members 
Mstep: Class 6 contains 70724 members 
Mstep: Class 8 contains 258550 members 
Mstep: Class 9 contains 7916 members 
Mstep: Class 13 contains 28820 members 
Mstep: Class 14 contains 22293 members 
Mstep: Class 15 contains 2106 members 
Mstep: Class 17 contains 1012 members 
Mstep: Class 18 contains 20628 members 
Mstep: Class 20 contains 4513 members 
Entering Unmasked Estep 
Score: -41781264.000000 Penalty: 30561.902344
Splitting cluster 6 changes total score from -41780480.000000 to -41781264.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 8 (258550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258550 members 
Entering Unmasked Estep 
Score: -16177094.000000 Penalty: 2025.212280
	Iteration 0F: 2 clusters Score -1.617709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128990 members 
Mstep: Class 2 contains 129560 members 
Entering Unmasked Estep 
Score: -16002778.000000 Penalty: 4050.424561
	Iteration 0F: 3 clusters Score -1.600278e+07 nChanged 125489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117117 members 
Mstep: Class 2 contains 141433 members 
Entering Unmasked Estep 
Score: -16078383.000000 Penalty: 4050.424561
	Iteration 1F: 3 clusters Score -1.607838e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109857 members 
Mstep: Class 2 contains 148693 members 
Entering Unmasked Estep 
Score: -16081194.000000 Penalty: 4050.424561
	Iteration 2Q: 3 clusters Score -1.608119e+07 nChanged 11607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98960 members 
Mstep: Class 2 contains 159590 members 
Entering Unmasked Estep 
Score: -16086019.000000 Penalty: 4050.424561
	Iteration 3Q: 3 clusters Score -1.608602e+07 nChanged 16011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83193 members 
Mstep: Class 2 contains 175357 members 
Entering Unmasked Estep 
Score: -16095527.000000 Penalty: 4050.424561
	Iteration 4F: 3 clusters Score -1.609553e+07 nChanged 21254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 196551 members 
Entering Unmasked Estep 
Score: -16112422.000000 Penalty: 4050.424561
	Iteration 5F: 3 clusters Score -1.611242e+07 nChanged 24043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 220578 members 
Entering Unmasked Estep 
Score: -16136197.000000 Penalty: 4050.424561
	Iteration 6F: 3 clusters Score -1.61362e+07 nChanged 20502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 241078 members 
Entering Unmasked Estep 
Score: -16157859.000000 Penalty: 4050.424561
	Iteration 7F: 3 clusters Score -1.615786e+07 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 252669 members 
Entering Unmasked Estep 
Score: -16169743.000000 Penalty: 4050.424561
	Iteration 8Q: 3 clusters Score -1.616974e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 256979 members 
Entering Unmasked Estep 
Score: -16173914.000000 Penalty: 4050.424561
	Iteration 9Q: 3 clusters Score -1.617391e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 258073 members 
Entering Unmasked Estep 
Score: -16174890.000000 Penalty: 4050.424561
	Iteration 10Q: 3 clusters Score -1.617489e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 258322 members 
Entering Unmasked Estep 
Score: -16175090.000000 Penalty: 4050.424561
	Iteration 11Q: 3 clusters Score -1.617509e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 258371 members 
Entering Unmasked Estep 
Score: -16175176.000000 Penalty: 4050.424561
	Iteration 12Q: 3 clusters Score -1.617518e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 258393 members 
Entering Unmasked Estep 
Score: -16175215.000000 Penalty: 4050.424561
	Iteration 13Q: 3 clusters Score -1.617522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 258406 members 
Entering Unmasked Estep 
Score: -16175222.000000 Penalty: 4050.424561
	Iteration 14Q: 3 clusters Score -1.617522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 258413 members 
Entering Unmasked Estep 
Score: -16175243.000000 Penalty: 4050.424561
	Iteration 15Q: 3 clusters Score -1.617524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 258414 members 
Entering Unmasked Estep 
Score: -16175252.000000 Penalty: 4050.424561
	Iteration 16Q: 3 clusters Score -1.617525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 258412 members 
Entering Unmasked Estep 
Score: -16175261.000000 Penalty: 4050.424561
	Iteration 17Q: 3 clusters Score -1.617526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 258411 members 
Entering Unmasked Estep 
Score: -16175266.000000 Penalty: 4050.424561
	Iteration 18Q: 3 clusters Score -1.617527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 258411 members 
Entering Unmasked Estep 
Score: -16175270.000000 Penalty: 4050.424561
	Iteration 19Q: 3 clusters Score -1.617527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 258411 members 
Entering Unmasked Estep 
Score: -16175270.000000 Penalty: 4050.424561
	Iteration 20F: 3 clusters Score -1.617527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Entering Unmasked Estep 
Score: -499953.687500 Penalty: 1458.704224
	Iteration 0F: 2 clusters Score -499953.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -494091.968750 Penalty: 2917.408447
	Iteration 0F: 3 clusters Score -494092 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -496122.031250 Penalty: 2917.408447
	Iteration 1F: 3 clusters Score -496122 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -496728.375000 Penalty: 2917.408447
	Iteration 2F: 3 clusters Score -496728.4 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -497405.906250 Penalty: 2917.408447
	Iteration 3F: 3 clusters Score -497405.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -498136.312500 Penalty: 2917.408447
	Iteration 4F: 3 clusters Score -498136.3 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -498764.843750 Penalty: 2917.408447
	Iteration 5F: 3 clusters Score -498764.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -499249.875000 Penalty: 2917.408447
	Iteration 6F: 3 clusters Score -499249.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -499535.406250 Penalty: 2917.408447
	Iteration 7Q: 3 clusters Score -499535.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -499642.093750 Penalty: 2917.408447
	Iteration 8Q: 3 clusters Score -499642.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -499696.718750 Penalty: 2917.408447
	Iteration 9Q: 3 clusters Score -499696.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -499719.468750 Penalty: 2917.408447
	Iteration 10Q: 3 clusters Score -499719.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -499731.500000 Penalty: 2917.408447
	Iteration 11Q: 3 clusters Score -499731.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -499737.718750 Penalty: 2917.408447
	Iteration 12Q: 3 clusters Score -499737.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -499744.375000 Penalty: 2917.408447
	Iteration 13Q: 3 clusters Score -499744.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -499749.500000 Penalty: 2917.408447
	Iteration 14Q: 3 clusters Score -499749.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -499756.343750 Penalty: 2917.408447
	Iteration 15Q: 3 clusters Score -499756.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -499761.843750 Penalty: 2917.408447
	Iteration 16Q: 3 clusters Score -499761.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -499764.312500 Penalty: 2917.408447
	Iteration 17Q: 3 clusters Score -499764.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -499767.000000 Penalty: 2917.408447
	Iteration 18Q: 3 clusters Score -499767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -499766.750000 Penalty: 2917.408447
	Iteration 19Q: 3 clusters Score -499766.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -499766.437500 Penalty: 2917.408447
	Iteration 20F: 3 clusters Score -499766.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -499766.656250 Penalty: 2917.408447
	Iteration 21Q: 3 clusters Score -499766.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -499768.343750 Penalty: 2917.408447
	Iteration 22Q: 3 clusters Score -499768.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -499766.531250 Penalty: 2917.408447
	Iteration 23Q: 3 clusters Score -499766.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -499767.625000 Penalty: 2917.408447
	Iteration 24Q: 3 clusters Score -499767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -499767.875000 Penalty: 2917.408447
	Iteration 25Q: 3 clusters Score -499767.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -499768.437500 Penalty: 2917.408447
	Iteration 26Q: 3 clusters Score -499768.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -499769.531250 Penalty: 2917.408447
	Iteration 27Q: 3 clusters Score -499769.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -499770.781250 Penalty: 2917.408447
	Iteration 28Q: 3 clusters Score -499770.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -499771.031250 Penalty: 2917.408447
	Iteration 29Q: 3 clusters Score -499771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -499771.562500 Penalty: 2917.408447
	Iteration 30Q: 3 clusters Score -499771.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -499772.250000 Penalty: 2917.408447
	Iteration 31Q: 3 clusters Score -499772.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -499771.687500 Penalty: 2917.408447
	Iteration 32Q: 3 clusters Score -499771.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -499771.562500 Penalty: 2917.408447
	Iteration 33Q: 3 clusters Score -499771.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -499771.812500 Penalty: 2917.408447
	Iteration 34Q: 3 clusters Score -499771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -499773.093750 Penalty: 2917.408447
	Iteration 35Q: 3 clusters Score -499773.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -499773.093750 Penalty: 2917.408447
	Iteration 36F: 3 clusters Score -499773.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Entering Unmasked Estep 
Score: -1840428.625000 Penalty: 1668.683960
	Iteration 0F: 2 clusters Score -1840429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1820988.875000 Penalty: 3337.367920
	Iteration 0F: 3 clusters Score -1820989 nChanged 13248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1828239.875000 Penalty: 3337.367920
	Iteration 1F: 3 clusters Score -1828240 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1828656.375000 Penalty: 3337.367920
	Iteration 2Q: 3 clusters Score -1828656 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1829145.750000 Penalty: 3337.367920
	Iteration 3Q: 3 clusters Score -1829146 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1829804.250000 Penalty: 3337.367920
	Iteration 4Q: 3 clusters Score -1829804 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1830728.250000 Penalty: 3337.367920
	Iteration 5F: 3 clusters Score -1830728 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1831944.500000 Penalty: 3337.367920
	Iteration 6F: 3 clusters Score -1831944 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1833552.375000 Penalty: 3337.367920
	Iteration 7F: 3 clusters Score -1833552 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1835334.875000 Penalty: 3337.367920
	Iteration 8F: 3 clusters Score -1835335 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1836844.125000 Penalty: 3337.367920
	Iteration 9F: 3 clusters Score -1836844 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1837900.125000 Penalty: 3337.367920
	Iteration 10Q: 3 clusters Score -1837900 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1838500.500000 Penalty: 3337.367920
	Iteration 11Q: 3 clusters Score -1838500 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1838753.250000 Penalty: 3337.367920
	Iteration 12Q: 3 clusters Score -1838753 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1838863.875000 Penalty: 3337.367920
	Iteration 13Q: 3 clusters Score -1838864 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1838913.875000 Penalty: 3337.367920
	Iteration 14Q: 3 clusters Score -1838914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1838943.750000 Penalty: 3337.367920
	Iteration 15Q: 3 clusters Score -1838944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1838962.125000 Penalty: 3337.367920
	Iteration 16Q: 3 clusters Score -1838962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1838973.750000 Penalty: 3337.367920
	Iteration 17Q: 3 clusters Score -1838974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1838982.375000 Penalty: 3337.367920
	Iteration 18Q: 3 clusters Score -1838982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1838991.000000 Penalty: 3337.367920
	Iteration 19Q: 3 clusters Score -1838991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1838993.375000 Penalty: 3337.367920
	Iteration 20F: 3 clusters Score -1838993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1838996.375000 Penalty: 3337.367920
	Iteration 21Q: 3 clusters Score -1838996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1838996.875000 Penalty: 3337.367920
	Iteration 22Q: 3 clusters Score -1838997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1838998.125000 Penalty: 3337.367920
	Iteration 23Q: 3 clusters Score -1838998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1839003.125000 Penalty: 3337.367920
	Iteration 24Q: 3 clusters Score -1839003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1839004.875000 Penalty: 3337.367920
	Iteration 25Q: 3 clusters Score -1839005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1839007.750000 Penalty: 3337.367920
	Iteration 26Q: 3 clusters Score -1839008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1839008.750000 Penalty: 3337.367920
	Iteration 27Q: 3 clusters Score -1839009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1839008.750000 Penalty: 3337.367920
	Iteration 28F: 3 clusters Score -1839009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Entering Unmasked Estep 
Score: -1435602.750000 Penalty: 1626.954468
	Iteration 0F: 2 clusters Score -1435603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1420517.000000 Penalty: 3253.908936
	Iteration 0F: 3 clusters Score -1420517 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1425979.000000 Penalty: 3253.908936
	Iteration 1F: 3 clusters Score -1425979 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1426357.750000 Penalty: 3253.908936
	Iteration 2Q: 3 clusters Score -1426358 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1426710.125000 Penalty: 3253.908936
	Iteration 3Q: 3 clusters Score -1426710 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1427040.125000 Penalty: 3253.908936
	Iteration 4Q: 3 clusters Score -1427040 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1427401.000000 Penalty: 3253.908936
	Iteration 5Q: 3 clusters Score -1427401 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1427872.625000 Penalty: 3253.908936
	Iteration 6Q: 3 clusters Score -1427873 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1428487.750000 Penalty: 3253.908936
	Iteration 7Q: 3 clusters Score -1428488 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1429388.250000 Penalty: 3253.908936
	Iteration 8F: 3 clusters Score -1429388 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1430442.125000 Penalty: 3253.908936
	Iteration 9F: 3 clusters Score -1430442 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1431267.375000 Penalty: 3253.908936
	Iteration 10F: 3 clusters Score -1431267 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1431705.625000 Penalty: 3253.908936
	Iteration 11Q: 3 clusters Score -1431706 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1431958.500000 Penalty: 3253.908936
	Iteration 12Q: 3 clusters Score -1431958 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1432127.125000 Penalty: 3253.908936
	Iteration 13Q: 3 clusters Score -1432127 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1432261.875000 Penalty: 3253.908936
	Iteration 14Q: 3 clusters Score -1432262 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1432390.125000 Penalty: 3253.908936
	Iteration 15Q: 3 clusters Score -1432390 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1432539.500000 Penalty: 3253.908936
	Iteration 16Q: 3 clusters Score -1432540 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1432691.125000 Penalty: 3253.908936
	Iteration 17Q: 3 clusters Score -1432691 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1432822.250000 Penalty: 3253.908936
	Iteration 18Q: 3 clusters Score -1432822 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1432932.500000 Penalty: 3253.908936
	Iteration 19Q: 3 clusters Score -1432932 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1433022.500000 Penalty: 3253.908936
	Iteration 20F: 3 clusters Score -1433022 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1433106.500000 Penalty: 3253.908936
	Iteration 21Q: 3 clusters Score -1433106 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1433174.375000 Penalty: 3253.908936
	Iteration 22Q: 3 clusters Score -1433174 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1433233.000000 Penalty: 3253.908936
	Iteration 23Q: 3 clusters Score -1433233 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1433289.750000 Penalty: 3253.908936
	Iteration 24Q: 3 clusters Score -1433290 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1433335.125000 Penalty: 3253.908936
	Iteration 25Q: 3 clusters Score -1433335 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1433384.875000 Penalty: 3253.908936
	Iteration 26Q: 3 clusters Score -1433385 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1433434.750000 Penalty: 3253.908936
	Iteration 27Q: 3 clusters Score -1433435 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1433474.625000 Penalty: 3253.908936
	Iteration 28Q: 3 clusters Score -1433475 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1433506.375000 Penalty: 3253.908936
	Iteration 29Q: 3 clusters Score -1433506 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1433539.875000 Penalty: 3253.908936
	Iteration 30Q: 3 clusters Score -1433540 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1433566.750000 Penalty: 3253.908936
	Iteration 31Q: 3 clusters Score -1433567 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1433601.375000 Penalty: 3253.908936
	Iteration 32Q: 3 clusters Score -1433601 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1433626.000000 Penalty: 3253.908936
	Iteration 33Q: 3 clusters Score -1433626 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1433665.250000 Penalty: 3253.908936
	Iteration 34Q: 3 clusters Score -1433665 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1433699.000000 Penalty: 3253.908936
	Iteration 35Q: 3 clusters Score -1433699 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1433740.250000 Penalty: 3253.908936
	Iteration 36Q: 3 clusters Score -1433740 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1433804.750000 Penalty: 3253.908936
	Iteration 37Q: 3 clusters Score -1433805 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1433854.375000 Penalty: 3253.908936
	Iteration 38Q: 3 clusters Score -1433854 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1433903.875000 Penalty: 3253.908936
	Iteration 39Q: 3 clusters Score -1433904 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1433955.875000 Penalty: 3253.908936
	Iteration 40F: 3 clusters Score -1433956 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1433999.625000 Penalty: 3253.908936
	Iteration 41Q: 3 clusters Score -1434000 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1434042.000000 Penalty: 3253.908936
	Iteration 42Q: 3 clusters Score -1434042 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1434081.500000 Penalty: 3253.908936
	Iteration 43Q: 3 clusters Score -1434082 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1434108.250000 Penalty: 3253.908936
	Iteration 44Q: 3 clusters Score -1434108 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1434132.875000 Penalty: 3253.908936
	Iteration 45Q: 3 clusters Score -1434133 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1434157.500000 Penalty: 3253.908936
	Iteration 46Q: 3 clusters Score -1434158 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1434182.125000 Penalty: 3253.908936
	Iteration 47Q: 3 clusters Score -1434182 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1434200.250000 Penalty: 3253.908936
	Iteration 48Q: 3 clusters Score -1434200 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1434209.000000 Penalty: 3253.908936
	Iteration 49Q: 3 clusters Score -1434209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1434216.875000 Penalty: 3253.908936
	Iteration 50Q: 3 clusters Score -1434217 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1434231.125000 Penalty: 3253.908936
	Iteration 51Q: 3 clusters Score -1434231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1434235.250000 Penalty: 3253.908936
	Iteration 52Q: 3 clusters Score -1434235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1434244.750000 Penalty: 3253.908936
	Iteration 53Q: 3 clusters Score -1434245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1434252.750000 Penalty: 3253.908936
	Iteration 54Q: 3 clusters Score -1434253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1434257.500000 Penalty: 3253.908936
	Iteration 55Q: 3 clusters Score -1434258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1434261.125000 Penalty: 3253.908936
	Iteration 56Q: 3 clusters Score -1434261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1434266.250000 Penalty: 3253.908936
	Iteration 57Q: 3 clusters Score -1434266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1434273.250000 Penalty: 3253.908936
	Iteration 58Q: 3 clusters Score -1434273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1434274.375000 Penalty: 3253.908936
	Iteration 59Q: 3 clusters Score -1434274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1434281.000000 Penalty: 3253.908936
	Iteration 60F: 3 clusters Score -1434281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1434284.000000 Penalty: 3253.908936
	Iteration 61Q: 3 clusters Score -1434284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1434294.250000 Penalty: 3253.908936
	Iteration 62Q: 3 clusters Score -1434294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1434300.875000 Penalty: 3253.908936
	Iteration 63Q: 3 clusters Score -1434301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1434302.375000 Penalty: 3253.908936
	Iteration 64Q: 3 clusters Score -1434302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1434305.375000 Penalty: 3253.908936
	Iteration 65Q: 3 clusters Score -1434305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1434308.625000 Penalty: 3253.908936
	Iteration 66Q: 3 clusters Score -1434309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1434315.000000 Penalty: 3253.908936
	Iteration 67Q: 3 clusters Score -1434315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1434315.625000 Penalty: 3253.908936
	Iteration 68Q: 3 clusters Score -1434316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1434323.250000 Penalty: 3253.908936
	Iteration 69Q: 3 clusters Score -1434323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1434326.625000 Penalty: 3253.908936
	Iteration 70Q: 3 clusters Score -1434327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1434332.625000 Penalty: 3253.908936
	Iteration 71Q: 3 clusters Score -1434333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1434340.125000 Penalty: 3253.908936
	Iteration 72Q: 3 clusters Score -1434340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1434343.750000 Penalty: 3253.908936
	Iteration 73Q: 3 clusters Score -1434344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1434342.500000 Penalty: 3253.908936
	Iteration 74Q: 3 clusters Score -1434342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1434342.375000 Penalty: 3253.908936
	Iteration 75Q: 3 clusters Score -1434342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1434343.250000 Penalty: 3253.908936
	Iteration 76Q: 3 clusters Score -1434343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1434345.125000 Penalty: 3253.908936
	Iteration 77Q: 3 clusters Score -1434345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1434346.500000 Penalty: 3253.908936
	Iteration 78Q: 3 clusters Score -1434346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1434347.375000 Penalty: 3253.908936
	Iteration 79Q: 3 clusters Score -1434347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1434354.125000 Penalty: 3253.908936
	Iteration 80F: 3 clusters Score -1434354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1434355.125000 Penalty: 3253.908936
	Iteration 81Q: 3 clusters Score -1434355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1434356.000000 Penalty: 3253.908936
	Iteration 82Q: 3 clusters Score -1434356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1434355.375000 Penalty: 3253.908936
	Iteration 83Q: 3 clusters Score -1434355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1434357.750000 Penalty: 3253.908936
	Iteration 84Q: 3 clusters Score -1434358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1434357.750000 Penalty: 3253.908936
	Iteration 85F: 3 clusters Score -1434358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Entering Unmasked Estep 
Score: -136801.000000 Penalty: 1243.538696
	Iteration 0F: 2 clusters Score -136801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -134646.281250 Penalty: 2487.077393
	Iteration 0F: 3 clusters Score -134646.3 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -135116.109375 Penalty: 2487.077393
	Iteration 1F: 3 clusters Score -135116.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -135244.609375 Penalty: 2487.077393
	Iteration 2F: 3 clusters Score -135244.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -135317.984375 Penalty: 2487.077393
	Iteration 3F: 3 clusters Score -135318 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -135357.734375 Penalty: 2487.077393
	Iteration 4Q: 3 clusters Score -135357.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -135379.437500 Penalty: 2487.077393
	Iteration 5Q: 3 clusters Score -135379.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -135394.796875 Penalty: 2487.077393
	Iteration 6Q: 3 clusters Score -135394.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -135411.968750 Penalty: 2487.077393
	Iteration 7Q: 3 clusters Score -135412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -135425.625000 Penalty: 2487.077393
	Iteration 8Q: 3 clusters Score -135425.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -135434.046875 Penalty: 2487.077393
	Iteration 9Q: 3 clusters Score -135434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -135441.781250 Penalty: 2487.077393
	Iteration 10Q: 3 clusters Score -135441.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -135448.468750 Penalty: 2487.077393
	Iteration 11Q: 3 clusters Score -135448.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -135454.531250 Penalty: 2487.077393
	Iteration 12Q: 3 clusters Score -135454.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -135457.875000 Penalty: 2487.077393
	Iteration 13Q: 3 clusters Score -135457.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -135461.546875 Penalty: 2487.077393
	Iteration 14Q: 3 clusters Score -135461.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -135468.296875 Penalty: 2487.077393
	Iteration 15Q: 3 clusters Score -135468.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -135478.812500 Penalty: 2487.077393
	Iteration 16Q: 3 clusters Score -135478.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -135483.703125 Penalty: 2487.077393
	Iteration 17Q: 3 clusters Score -135483.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -135488.062500 Penalty: 2487.077393
	Iteration 18Q: 3 clusters Score -135488.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -135491.781250 Penalty: 2487.077393
	Iteration 19Q: 3 clusters Score -135491.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -135494.750000 Penalty: 2487.077393
	Iteration 20F: 3 clusters Score -135494.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -135496.015625 Penalty: 2487.077393
	Iteration 21Q: 3 clusters Score -135496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -135497.343750 Penalty: 2487.077393
	Iteration 22Q: 3 clusters Score -135497.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -135498.718750 Penalty: 2487.077393
	Iteration 23Q: 3 clusters Score -135498.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -135502.015625 Penalty: 2487.077393
	Iteration 24Q: 3 clusters Score -135502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -135503.421875 Penalty: 2487.077393
	Iteration 25Q: 3 clusters Score -135503.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -135506.625000 Penalty: 2487.077393
	Iteration 26Q: 3 clusters Score -135506.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -135511.375000 Penalty: 2487.077393
	Iteration 27Q: 3 clusters Score -135511.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -135516.375000 Penalty: 2487.077393
	Iteration 28Q: 3 clusters Score -135516.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -135519.875000 Penalty: 2487.077393
	Iteration 29Q: 3 clusters Score -135519.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -135523.062500 Penalty: 2487.077393
	Iteration 30Q: 3 clusters Score -135523.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -135527.718750 Penalty: 2487.077393
	Iteration 31Q: 3 clusters Score -135527.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -135530.546875 Penalty: 2487.077393
	Iteration 32Q: 3 clusters Score -135530.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -135537.968750 Penalty: 2487.077393
	Iteration 33Q: 3 clusters Score -135538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -135542.328125 Penalty: 2487.077393
	Iteration 34Q: 3 clusters Score -135542.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -135544.812500 Penalty: 2487.077393
	Iteration 35Q: 3 clusters Score -135544.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -135547.265625 Penalty: 2487.077393
	Iteration 36Q: 3 clusters Score -135547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -135548.375000 Penalty: 2487.077393
	Iteration 37Q: 3 clusters Score -135548.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -135550.859375 Penalty: 2487.077393
	Iteration 38Q: 3 clusters Score -135550.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -135555.296875 Penalty: 2487.077393
	Iteration 39Q: 3 clusters Score -135555.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -135557.296875 Penalty: 2487.077393
	Iteration 40F: 3 clusters Score -135557.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -135558.265625 Penalty: 2487.077393
	Iteration 41Q: 3 clusters Score -135558.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -135559.171875 Penalty: 2487.077393
	Iteration 42Q: 3 clusters Score -135559.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -135559.562500 Penalty: 2487.077393
	Iteration 43Q: 3 clusters Score -135559.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -135559.562500 Penalty: 2487.077393
	Iteration 44F: 3 clusters Score -135559.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -63651.726562 Penalty: 1124.448608
	Iteration 0F: 2 clusters Score -63651.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -62195.746094 Penalty: 2248.897217
	Iteration 0F: 3 clusters Score -62195.75 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -62428.718750 Penalty: 2248.897217
	Iteration 1F: 3 clusters Score -62428.72 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -62489.285156 Penalty: 2248.897217
	Iteration 2F: 3 clusters Score -62489.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -62524.804688 Penalty: 2248.897217
	Iteration 3Q: 3 clusters Score -62524.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -62545.687500 Penalty: 2248.897217
	Iteration 4Q: 3 clusters Score -62545.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -62561.898438 Penalty: 2248.897217
	Iteration 5Q: 3 clusters Score -62561.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -62570.777344 Penalty: 2248.897217
	Iteration 6Q: 3 clusters Score -62570.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -62582.386719 Penalty: 2248.897217
	Iteration 7Q: 3 clusters Score -62582.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -62586.464844 Penalty: 2248.897217
	Iteration 8Q: 3 clusters Score -62586.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -62588.765625 Penalty: 2248.897217
	Iteration 9Q: 3 clusters Score -62588.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -62590.148438 Penalty: 2248.897217
	Iteration 10Q: 3 clusters Score -62590.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -62590.402344 Penalty: 2248.897217
	Iteration 11Q: 3 clusters Score -62590.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -62593.269531 Penalty: 2248.897217
	Iteration 12Q: 3 clusters Score -62593.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -62594.914062 Penalty: 2248.897217
	Iteration 13Q: 3 clusters Score -62594.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -62595.757812 Penalty: 2248.897217
	Iteration 14Q: 3 clusters Score -62595.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -62595.757812 Penalty: 2248.897217
	Iteration 15F: 3 clusters Score -62595.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Entering Unmasked Estep 
Score: -1317736.125000 Penalty: 1614.340698
	Iteration 0F: 2 clusters Score -1317736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1303650.375000 Penalty: 3228.681396
	Iteration 0F: 3 clusters Score -1303650 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1308727.250000 Penalty: 3228.681396
	Iteration 1F: 3 clusters Score -1308727 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1309013.250000 Penalty: 3228.681396
	Iteration 2Q: 3 clusters Score -1309013 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1309302.000000 Penalty: 3228.681396
	Iteration 3Q: 3 clusters Score -1309302 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1309677.875000 Penalty: 3228.681396
	Iteration 4Q: 3 clusters Score -1309678 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1310185.625000 Penalty: 3228.681396
	Iteration 5F: 3 clusters Score -1310186 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1310949.125000 Penalty: 3228.681396
	Iteration 6F: 3 clusters Score -1310949 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1312089.250000 Penalty: 3228.681396
	Iteration 7F: 3 clusters Score -1312089 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -1313490.125000 Penalty: 3228.681396
	Iteration 8F: 3 clusters Score -1313490 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -1314776.500000 Penalty: 3228.681396
	Iteration 9F: 3 clusters Score -1314776 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -1315615.375000 Penalty: 3228.681396
	Iteration 10Q: 3 clusters Score -1315615 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -1316021.250000 Penalty: 3228.681396
	Iteration 11Q: 3 clusters Score -1316021 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -1316178.750000 Penalty: 3228.681396
	Iteration 12Q: 3 clusters Score -1316179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -1316223.875000 Penalty: 3228.681396
	Iteration 13Q: 3 clusters Score -1316224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -1316256.375000 Penalty: 3228.681396
	Iteration 14Q: 3 clusters Score -1316256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -1316270.875000 Penalty: 3228.681396
	Iteration 15Q: 3 clusters Score -1316271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -1316279.750000 Penalty: 3228.681396
	Iteration 16Q: 3 clusters Score -1316280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -1316289.500000 Penalty: 3228.681396
	Iteration 17Q: 3 clusters Score -1316290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -1316301.375000 Penalty: 3228.681396
	Iteration 18Q: 3 clusters Score -1316301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -1316305.375000 Penalty: 3228.681396
	Iteration 19Q: 3 clusters Score -1316305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -1316307.125000 Penalty: 3228.681396
	Iteration 20F: 3 clusters Score -1316307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Entering Unmasked Estep 
Score: -255962.328125 Penalty: 1367.391602
	Iteration 0F: 2 clusters Score -255962.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -252364.281250 Penalty: 2734.783203
	Iteration 0F: 3 clusters Score -252364.3 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -253456.359375 Penalty: 2734.783203
	Iteration 1F: 3 clusters Score -253456.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -253823.328125 Penalty: 2734.783203
	Iteration 2F: 3 clusters Score -253823.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -254197.015625 Penalty: 2734.783203
	Iteration 3F: 3 clusters Score -254197 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -254578.578125 Penalty: 2734.783203
	Iteration 4F: 3 clusters Score -254578.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -254957.593750 Penalty: 2734.783203
	Iteration 5F: 3 clusters Score -254957.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -255262.593750 Penalty: 2734.783203
	Iteration 6F: 3 clusters Score -255262.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -255485.234375 Penalty: 2734.783203
	Iteration 7Q: 3 clusters Score -255485.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -255604.906250 Penalty: 2734.783203
	Iteration 8Q: 3 clusters Score -255604.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -255639.593750 Penalty: 2734.783203
	Iteration 9Q: 3 clusters Score -255639.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -255657.109375 Penalty: 2734.783203
	Iteration 10Q: 3 clusters Score -255657.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -255665.765625 Penalty: 2734.783203
	Iteration 11Q: 3 clusters Score -255665.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -255669.703125 Penalty: 2734.783203
	Iteration 12Q: 3 clusters Score -255669.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -255672.734375 Penalty: 2734.783203
	Iteration 13Q: 3 clusters Score -255672.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -255674.437500 Penalty: 2734.783203
	Iteration 14Q: 3 clusters Score -255674.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -255676.296875 Penalty: 2734.783203
	Iteration 15Q: 3 clusters Score -255676.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -255677.718750 Penalty: 2734.783203
	Iteration 16Q: 3 clusters Score -255677.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -255679.578125 Penalty: 2734.783203
	Iteration 17Q: 3 clusters Score -255679.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -255679.562500 Penalty: 2734.783203
	Iteration 18Q: 3 clusters Score -255679.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -255679.562500 Penalty: 2734.783203
	Iteration 19F: 3 clusters Score -255679.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 23547 members 
Mstep: Class 3 contains 152038 members 
Mstep: Class 4 contains 20594 members 
Mstep: Class 6 contains 70724 members 
Mstep: Class 8 contains 258550 members 
Mstep: Class 9 contains 7916 members 
Mstep: Class 13 contains 28820 members 
Mstep: Class 14 contains 22293 members 
Mstep: Class 15 contains 2106 members 
Mstep: Class 17 contains 1012 members 
Mstep: Class 18 contains 20628 members 
Mstep: Class 20 contains 4513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41786356.000000 Penalty: 30561.902344
Iteration 79Q: 15 clusters Score -4.178636e+07 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 23751 members 
Mstep: Class 3 contains 152853 members 
Mstep: Class 4 contains 20603 members 
Mstep: Class 5 contains 43333 members 
Mstep: Class 6 contains 69299 members 
Mstep: Class 8 contains 262012 members 
Mstep: Class 9 contains 7913 members 
Mstep: Class 13 contains 28683 members 
Mstep: Class 14 contains 22331 members 
Mstep: Class 15 contains 2079 members 
Mstep: Class 17 contains 1014 members 
Mstep: Class 18 contains 20945 members 
Mstep: Class 20 contains 4516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789904.000000 Penalty: 30561.902344
Iteration 80F: 15 clusters Score -4.17899e+07 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 23708 members 
Mstep: Class 3 contains 153090 members 
Mstep: Class 4 contains 20549 members 
Mstep: Class 5 contains 42076 members 
Mstep: Class 6 contains 68002 members 
Mstep: Class 8 contains 264834 members 
Mstep: Class 9 contains 7857 members 
Mstep: Class 13 contains 28336 members 
Mstep: Class 14 contains 22212 members 
Mstep: Class 15 contains 2092 members 
Mstep: Class 17 contains 1011 members 
Mstep: Class 18 contains 20879 members 
Mstep: Class 20 contains 4516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791660.000000 Penalty: 30561.902344
Iteration 81Q: 15 clusters Score -4.179166e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 23608 members 
Mstep: Class 3 contains 153201 members 
Mstep: Class 4 contains 20464 members 
Mstep: Class 5 contains 40959 members 
Mstep: Class 6 contains 66884 members 
Mstep: Class 8 contains 267626 members 
Mstep: Class 9 contains 7783 members 
Mstep: Class 13 contains 27965 members 
Mstep: Class 14 contains 22077 members 
Mstep: Class 15 contains 2137 members 
Mstep: Class 17 contains 1006 members 
Mstep: Class 18 contains 20806 members 
Mstep: Class 20 contains 4518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41792640.000000 Penalty: 30561.902344
Iteration 82Q: 15 clusters Score -4.179264e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 23476 members 
Mstep: Class 3 contains 153193 members 
Mstep: Class 4 contains 20356 members 
Mstep: Class 5 contains 40014 members 
Mstep: Class 6 contains 65946 members 
Mstep: Class 8 contains 270323 members 
Mstep: Class 9 contains 7726 members 
Mstep: Class 13 contains 27584 members 
Mstep: Class 14 contains 21913 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 17 contains 994 members 
Mstep: Class 18 contains 20742 members 
Mstep: Class 20 contains 4513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41793176.000000 Penalty: 30561.902344
Iteration 83Q: 15 clusters Score -4.179318e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 23327 members 
Mstep: Class 3 contains 153103 members 
Mstep: Class 4 contains 20244 members 
Mstep: Class 5 contains 39187 members 
Mstep: Class 6 contains 65104 members 
Mstep: Class 8 contains 272999 members 
Mstep: Class 9 contains 7681 members 
Mstep: Class 13 contains 27184 members 
Mstep: Class 14 contains 21737 members 
Mstep: Class 15 contains 2181 members 
Mstep: Class 17 contains 980 members 
Mstep: Class 18 contains 20664 members 
Mstep: Class 20 contains 4514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41793280.000000 Penalty: 30561.902344
Iteration 84Q: 15 clusters Score -4.179328e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 23185 members 
Mstep: Class 3 contains 152908 members 
Mstep: Class 4 contains 20142 members 
Mstep: Class 5 contains 38482 members 
Mstep: Class 6 contains 64376 members 
Mstep: Class 8 contains 275581 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 13 contains 26751 members 
Mstep: Class 14 contains 21538 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 20586 members 
Mstep: Class 20 contains 4510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41793700.000000 Penalty: 30561.902344
Iteration 85Q: 15 clusters Score -4.17937e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 23063 members 
Mstep: Class 3 contains 152602 members 
Mstep: Class 4 contains 20065 members 
Mstep: Class 5 contains 37901 members 
Mstep: Class 6 contains 63733 members 
Mstep: Class 8 contains 278073 members 
Mstep: Class 9 contains 7644 members 
Mstep: Class 13 contains 26305 members 
Mstep: Class 14 contains 21316 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 20508 members 
Mstep: Class 20 contains 4507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41793888.000000 Penalty: 30561.902344
Iteration 86Q: 15 clusters Score -4.179389e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 22926 members 
Mstep: Class 3 contains 152278 members 
Mstep: Class 4 contains 19978 members 
Mstep: Class 5 contains 37415 members 
Mstep: Class 6 contains 63122 members 
Mstep: Class 8 contains 280544 members 
Mstep: Class 9 contains 7629 members 
Mstep: Class 13 contains 25843 members 
Mstep: Class 14 contains 21107 members 
Mstep: Class 15 contains 2223 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 20393 members 
Mstep: Class 20 contains 4506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794236.000000 Penalty: 30561.902344
Iteration 87Q: 15 clusters Score -4.179424e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 22755 members 
Mstep: Class 3 contains 151890 members 
Mstep: Class 4 contains 19910 members 
Mstep: Class 5 contains 36972 members 
Mstep: Class 6 contains 62599 members 
Mstep: Class 8 contains 282998 members 
Mstep: Class 9 contains 7614 members 
Mstep: Class 13 contains 25388 members 
Mstep: Class 14 contains 20892 members 
Mstep: Class 15 contains 2243 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 18 contains 20272 members 
Mstep: Class 20 contains 4500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794400.000000 Penalty: 30561.902344
Iteration 88Q: 15 clusters Score -4.17944e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 22607 members 
Mstep: Class 3 contains 151476 members 
Mstep: Class 4 contains 19843 members 
Mstep: Class 5 contains 36514 members 
Mstep: Class 6 contains 62112 members 
Mstep: Class 8 contains 285393 members 
Mstep: Class 9 contains 7599 members 
Mstep: Class 13 contains 24946 members 
Mstep: Class 14 contains 20697 members 
Mstep: Class 15 contains 2266 members 
Mstep: Class 17 contains 931 members 
Mstep: Class 18 contains 20149 members 
Mstep: Class 20 contains 4495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794504.000000 Penalty: 30561.902344
Iteration 89Q: 15 clusters Score -4.17945e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 22445 members 
Mstep: Class 3 contains 151050 members 
Mstep: Class 4 contains 19754 members 
Mstep: Class 5 contains 36093 members 
Mstep: Class 6 contains 61636 members 
Mstep: Class 8 contains 287833 members 
Mstep: Class 9 contains 7591 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 20475 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 17 contains 925 members 
Mstep: Class 18 contains 20003 members 
Mstep: Class 20 contains 4488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794584.000000 Penalty: 30561.902344
Iteration 90Q: 15 clusters Score -4.179458e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 22307 members 
Mstep: Class 3 contains 150625 members 
Mstep: Class 4 contains 19662 members 
Mstep: Class 5 contains 35703 members 
Mstep: Class 6 contains 61179 members 
Mstep: Class 8 contains 290181 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 13 contains 24079 members 
Mstep: Class 14 contains 20245 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 17 contains 925 members 
Mstep: Class 18 contains 19877 members 
Mstep: Class 20 contains 4481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794868.000000 Penalty: 30561.902344
Iteration 91Q: 15 clusters Score -4.179487e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 22160 members 
Mstep: Class 3 contains 150226 members 
Mstep: Class 4 contains 19573 members 
Mstep: Class 5 contains 35328 members 
Mstep: Class 6 contains 60740 members 
Mstep: Class 8 contains 292487 members 
Mstep: Class 9 contains 7582 members 
Mstep: Class 13 contains 23662 members 
Mstep: Class 14 contains 19999 members 
Mstep: Class 15 contains 2310 members 
Mstep: Class 17 contains 922 members 
Mstep: Class 18 contains 19745 members 
Mstep: Class 20 contains 4472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794884.000000 Penalty: 30561.902344
Iteration 92Q: 15 clusters Score -4.179488e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 22010 members 
Mstep: Class 3 contains 149832 members 
Mstep: Class 4 contains 19488 members 
Mstep: Class 5 contains 34976 members 
Mstep: Class 6 contains 60326 members 
Mstep: Class 8 contains 294776 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 13 contains 23227 members 
Mstep: Class 14 contains 19753 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 17 contains 920 members 
Mstep: Class 18 contains 19607 members 
Mstep: Class 20 contains 4458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795152.000000 Penalty: 30561.902344
Iteration 93Q: 15 clusters Score -4.179515e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 21864 members 
Mstep: Class 3 contains 149384 members 
Mstep: Class 4 contains 19419 members 
Mstep: Class 5 contains 34636 members 
Mstep: Class 6 contains 59947 members 
Mstep: Class 8 contains 297036 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 13 contains 22798 members 
Mstep: Class 14 contains 19514 members 
Mstep: Class 15 contains 2330 members 
Mstep: Class 17 contains 916 members 
Mstep: Class 18 contains 19478 members 
Mstep: Class 20 contains 4440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795552.000000 Penalty: 30561.902344
Iteration 94Q: 15 clusters Score -4.179555e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 21735 members 
Mstep: Class 3 contains 148937 members 
Mstep: Class 4 contains 19340 members 
Mstep: Class 5 contains 34321 members 
Mstep: Class 6 contains 59595 members 
Mstep: Class 8 contains 299272 members 
Mstep: Class 9 contains 7576 members 
Mstep: Class 13 contains 22359 members 
Mstep: Class 14 contains 19249 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 17 contains 914 members 
Mstep: Class 18 contains 19365 members 
Mstep: Class 20 contains 4426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795644.000000 Penalty: 30561.902344
Iteration 95Q: 15 clusters Score -4.179564e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 21618 members 
Mstep: Class 3 contains 148473 members 
Mstep: Class 4 contains 19255 members 
Mstep: Class 5 contains 34041 members 
Mstep: Class 6 contains 59237 members 
Mstep: Class 8 contains 301459 members 
Mstep: Class 9 contains 7575 members 
Mstep: Class 13 contains 21894 members 
Mstep: Class 14 contains 19016 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 19263 members 
Mstep: Class 20 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795856.000000 Penalty: 30561.902344
Iteration 96Q: 15 clusters Score -4.179586e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 21504 members 
Mstep: Class 3 contains 147971 members 
Mstep: Class 4 contains 19189 members 
Mstep: Class 5 contains 33769 members 
Mstep: Class 6 contains 58889 members 
Mstep: Class 8 contains 303608 members 
Mstep: Class 9 contains 7586 members 
Mstep: Class 13 contains 21418 members 
Mstep: Class 14 contains 18802 members 
Mstep: Class 15 contains 2358 members 
Mstep: Class 17 contains 910 members 
Mstep: Class 18 contains 19157 members 
Mstep: Class 20 contains 4394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796048.000000 Penalty: 30561.902344
Iteration 97Q: 15 clusters Score -4.179605e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 21383 members 
Mstep: Class 3 contains 147462 members 
Mstep: Class 4 contains 19138 members 
Mstep: Class 5 contains 33502 members 
Mstep: Class 6 contains 58569 members 
Mstep: Class 8 contains 305720 members 
Mstep: Class 9 contains 7589 members 
Mstep: Class 13 contains 20935 members 
Mstep: Class 14 contains 18619 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 17 contains 908 members 
Mstep: Class 18 contains 19051 members 
Mstep: Class 20 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796208.000000 Penalty: 30561.902344
Iteration 98Q: 15 clusters Score -4.179621e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 21265 members 
Mstep: Class 3 contains 146937 members 
Mstep: Class 4 contains 19083 members 
Mstep: Class 5 contains 33242 members 
Mstep: Class 6 contains 58254 members 
Mstep: Class 8 contains 307841 members 
Mstep: Class 9 contains 7594 members 
Mstep: Class 13 contains 20476 members 
Mstep: Class 14 contains 18423 members 
Mstep: Class 15 contains 2374 members 
Mstep: Class 17 contains 907 members 
Mstep: Class 18 contains 18936 members 
Mstep: Class 20 contains 4358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796336.000000 Penalty: 30561.902344
Iteration 99Q: 15 clusters Score -4.179634e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 21162 members 
Mstep: Class 3 contains 146449 members 
Mstep: Class 4 contains 19031 members 
Mstep: Class 5 contains 32978 members 
Mstep: Class 6 contains 57949 members 
Mstep: Class 8 contains 309906 members 
Mstep: Class 9 contains 7606 members 
Mstep: Class 13 contains 20045 members 
Mstep: Class 14 contains 18234 members 
Mstep: Class 15 contains 2376 members 
Mstep: Class 17 contains 905 members 
Mstep: Class 18 contains 18808 members 
Mstep: Class 20 contains 4333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796568.000000 Penalty: 30561.902344
Iteration 100F: 15 clusters Score -4.179657e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 21045 members 
Mstep: Class 3 contains 145950 members 
Mstep: Class 4 contains 18978 members 
Mstep: Class 5 contains 32737 members 
Mstep: Class 6 contains 57648 members 
Mstep: Class 8 contains 311932 members 
Mstep: Class 9 contains 7617 members 
Mstep: Class 13 contains 19625 members 
Mstep: Class 14 contains 18067 members 
Mstep: Class 15 contains 2381 members 
Mstep: Class 17 contains 898 members 
Mstep: Class 18 contains 18675 members 
Mstep: Class 20 contains 4310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796752.000000 Penalty: 30561.902344
Iteration 101Q: 15 clusters Score -4.179675e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 20950 members 
Mstep: Class 3 contains 145467 members 
Mstep: Class 4 contains 18932 members 
Mstep: Class 5 contains 32505 members 
Mstep: Class 6 contains 57379 members 
Mstep: Class 8 contains 313877 members 
Mstep: Class 9 contains 7623 members 
Mstep: Class 13 contains 19205 members 
Mstep: Class 14 contains 17891 members 
Mstep: Class 15 contains 2387 members 
Mstep: Class 17 contains 887 members 
Mstep: Class 18 contains 18557 members 
Mstep: Class 20 contains 4282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797004.000000 Penalty: 30561.902344
Iteration 102Q: 15 clusters Score -4.1797e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 20856 members 
Mstep: Class 3 contains 144940 members 
Mstep: Class 4 contains 18890 members 
Mstep: Class 5 contains 32288 members 
Mstep: Class 6 contains 57125 members 
Mstep: Class 8 contains 315773 members 
Mstep: Class 9 contains 7628 members 
Mstep: Class 13 contains 18814 members 
Mstep: Class 14 contains 17744 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 17 contains 877 members 
Mstep: Class 18 contains 18444 members 
Mstep: Class 20 contains 4249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797216.000000 Penalty: 30561.902344
Iteration 103Q: 15 clusters Score -4.179722e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 20762 members 
Mstep: Class 3 contains 144405 members 
Mstep: Class 4 contains 18827 members 
Mstep: Class 5 contains 32073 members 
Mstep: Class 6 contains 56890 members 
Mstep: Class 8 contains 317634 members 
Mstep: Class 9 contains 7629 members 
Mstep: Class 13 contains 18456 members 
Mstep: Class 14 contains 17589 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 17 contains 865 members 
Mstep: Class 18 contains 18353 members 
Mstep: Class 20 contains 4224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797420.000000 Penalty: 30561.902344
Iteration 104Q: 15 clusters Score -4.179742e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 20676 members 
Mstep: Class 3 contains 143892 members 
Mstep: Class 4 contains 18777 members 
Mstep: Class 5 contains 31845 members 
Mstep: Class 6 contains 56646 members 
Mstep: Class 8 contains 319467 members 
Mstep: Class 9 contains 7636 members 
Mstep: Class 13 contains 18104 members 
Mstep: Class 14 contains 17425 members 
Mstep: Class 15 contains 2426 members 
Mstep: Class 17 contains 854 members 
Mstep: Class 18 contains 18274 members 
Mstep: Class 20 contains 4198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797512.000000 Penalty: 30561.902344
Iteration 105Q: 15 clusters Score -4.179751e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 20596 members 
Mstep: Class 3 contains 143395 members 
Mstep: Class 4 contains 18734 members 
Mstep: Class 5 contains 31618 members 
Mstep: Class 6 contains 56411 members 
Mstep: Class 8 contains 321196 members 
Mstep: Class 9 contains 7650 members 
Mstep: Class 13 contains 17753 members 
Mstep: Class 14 contains 17277 members 
Mstep: Class 15 contains 2435 members 
Mstep: Class 17 contains 844 members 
Mstep: Class 18 contains 18204 members 
Mstep: Class 20 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797560.000000 Penalty: 30561.902344
Iteration 106Q: 15 clusters Score -4.179756e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 20518 members 
Mstep: Class 3 contains 142923 members 
Mstep: Class 4 contains 18696 members 
Mstep: Class 5 contains 31411 members 
Mstep: Class 6 contains 56201 members 
Mstep: Class 8 contains 322808 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 13 contains 17445 members 
Mstep: Class 14 contains 17122 members 
Mstep: Class 15 contains 2442 members 
Mstep: Class 17 contains 838 members 
Mstep: Class 18 contains 18134 members 
Mstep: Class 20 contains 4159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797752.000000 Penalty: 30561.902344
Iteration 107Q: 15 clusters Score -4.179775e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 20434 members 
Mstep: Class 3 contains 142460 members 
Mstep: Class 4 contains 18658 members 
Mstep: Class 5 contains 31214 members 
Mstep: Class 6 contains 55981 members 
Mstep: Class 8 contains 324406 members 
Mstep: Class 9 contains 7680 members 
Mstep: Class 13 contains 17139 members 
Mstep: Class 14 contains 16966 members 
Mstep: Class 15 contains 2448 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 18 contains 18066 members 
Mstep: Class 20 contains 4143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797864.000000 Penalty: 30561.902344
Iteration 108Q: 15 clusters Score -4.179786e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 20366 members 
Mstep: Class 3 contains 141998 members 
Mstep: Class 4 contains 18616 members 
Mstep: Class 5 contains 31007 members 
Mstep: Class 6 contains 55778 members 
Mstep: Class 8 contains 325916 members 
Mstep: Class 9 contains 7694 members 
Mstep: Class 13 contains 16870 members 
Mstep: Class 14 contains 16839 members 
Mstep: Class 15 contains 2457 members 
Mstep: Class 17 contains 817 members 
Mstep: Class 18 contains 17990 members 
Mstep: Class 20 contains 4129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797936.000000 Penalty: 30561.902344
Iteration 109Q: 15 clusters Score -4.179794e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 20294 members 
Mstep: Class 3 contains 141564 members 
Mstep: Class 4 contains 18583 members 
Mstep: Class 5 contains 30802 members 
Mstep: Class 6 contains 55571 members 
Mstep: Class 8 contains 327375 members 
Mstep: Class 9 contains 7702 members 
Mstep: Class 13 contains 16614 members 
Mstep: Class 14 contains 16706 members 
Mstep: Class 15 contains 2461 members 
Mstep: Class 17 contains 810 members 
Mstep: Class 18 contains 17920 members 
Mstep: Class 20 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797956.000000 Penalty: 30561.902344
Iteration 110Q: 15 clusters Score -4.179796e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 20230 members 
Mstep: Class 3 contains 141183 members 
Mstep: Class 4 contains 18567 members 
Mstep: Class 5 contains 30614 members 
Mstep: Class 6 contains 55355 members 
Mstep: Class 8 contains 328729 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 13 contains 16389 members 
Mstep: Class 14 contains 16586 members 
Mstep: Class 15 contains 2463 members 
Mstep: Class 17 contains 800 members 
Mstep: Class 18 contains 17841 members 
Mstep: Class 20 contains 4083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798128.000000 Penalty: 30561.902344
Iteration 111Q: 15 clusters Score -4.179813e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 20169 members 
Mstep: Class 3 contains 140816 members 
Mstep: Class 4 contains 18552 members 
Mstep: Class 5 contains 30443 members 
Mstep: Class 6 contains 55126 members 
Mstep: Class 8 contains 330020 members 
Mstep: Class 9 contains 7724 members 
Mstep: Class 13 contains 16207 members 
Mstep: Class 14 contains 16472 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 17 contains 791 members 
Mstep: Class 18 contains 17759 members 
Mstep: Class 20 contains 4065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798072.000000 Penalty: 30561.902344
Iteration 112Q: 15 clusters Score -4.179807e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 20104 members 
Mstep: Class 3 contains 140427 members 
Mstep: Class 4 contains 18540 members 
Mstep: Class 5 contains 30250 members 
Mstep: Class 6 contains 54905 members 
Mstep: Class 8 contains 331291 members 
Mstep: Class 9 contains 7735 members 
Mstep: Class 13 contains 16041 members 
Mstep: Class 14 contains 16374 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 17675 members 
Mstep: Class 20 contains 4046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798252.000000 Penalty: 30561.902344
Iteration 113Q: 15 clusters Score -4.179825e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 20040 members 
Mstep: Class 3 contains 139996 members 
Mstep: Class 4 contains 18536 members 
Mstep: Class 5 contains 30073 members 
Mstep: Class 6 contains 54719 members 
Mstep: Class 8 contains 332521 members 
Mstep: Class 9 contains 7751 members 
Mstep: Class 13 contains 15892 members 
Mstep: Class 14 contains 16277 members 
Mstep: Class 15 contains 2480 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 17599 members 
Mstep: Class 20 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798364.000000 Penalty: 30561.902344
Iteration 114Q: 15 clusters Score -4.179836e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 19967 members 
Mstep: Class 3 contains 139580 members 
Mstep: Class 4 contains 18538 members 
Mstep: Class 5 contains 29895 members 
Mstep: Class 6 contains 54538 members 
Mstep: Class 8 contains 333710 members 
Mstep: Class 9 contains 7769 members 
Mstep: Class 13 contains 15755 members 
Mstep: Class 14 contains 16185 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 17526 members 
Mstep: Class 20 contains 4001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798376.000000 Penalty: 30561.902344
Iteration 115Q: 15 clusters Score -4.179838e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 19892 members 
Mstep: Class 3 contains 139161 members 
Mstep: Class 4 contains 18542 members 
Mstep: Class 5 contains 29701 members 
Mstep: Class 6 contains 54356 members 
Mstep: Class 8 contains 334915 members 
Mstep: Class 9 contains 7784 members 
Mstep: Class 13 contains 15642 members 
Mstep: Class 14 contains 16093 members 
Mstep: Class 15 contains 2492 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 17449 members 
Mstep: Class 20 contains 3972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798428.000000 Penalty: 30561.902344
Iteration 116Q: 15 clusters Score -4.179843e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 19821 members 
Mstep: Class 3 contains 138775 members 
Mstep: Class 4 contains 18544 members 
Mstep: Class 5 contains 29515 members 
Mstep: Class 6 contains 54147 members 
Mstep: Class 8 contains 336051 members 
Mstep: Class 9 contains 7803 members 
Mstep: Class 13 contains 15553 members 
Mstep: Class 14 contains 16001 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 17398 members 
Mstep: Class 20 contains 3944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798624.000000 Penalty: 30561.902344
Iteration 117Q: 15 clusters Score -4.179862e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 19747 members 
Mstep: Class 3 contains 138437 members 
Mstep: Class 4 contains 18526 members 
Mstep: Class 5 contains 29351 members 
Mstep: Class 6 contains 53921 members 
Mstep: Class 8 contains 337104 members 
Mstep: Class 9 contains 7816 members 
Mstep: Class 13 contains 15486 members 
Mstep: Class 14 contains 15934 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 17348 members 
Mstep: Class 20 contains 3923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798760.000000 Penalty: 30561.902344
Iteration 118Q: 15 clusters Score -4.179876e+07 nChanged 1085
Entering ConstructFrom: 
Score: -41798760.000000 Penalty: 30561.902344
Entering ConstructFrom: 
Trying to split cluster 1 (21779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Entering Unmasked Estep 
Score: -1377730.375000 Penalty: 1623.164062
	Iteration 0F: 2 clusters Score -1377730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1362835.000000 Penalty: 3246.328125
	Iteration 0F: 3 clusters Score -1362835 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1368279.000000 Penalty: 3246.328125
	Iteration 1F: 3 clusters Score -1368279 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1368610.875000 Penalty: 3246.328125
	Iteration 2Q: 3 clusters Score -1368611 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1368870.500000 Penalty: 3246.328125
	Iteration 3Q: 3 clusters Score -1368870 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1369122.375000 Penalty: 3246.328125
	Iteration 4Q: 3 clusters Score -1369122 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1369381.250000 Penalty: 3246.328125
	Iteration 5Q: 3 clusters Score -1369381 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1369742.250000 Penalty: 3246.328125
	Iteration 6Q: 3 clusters Score -1369742 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1370234.000000 Penalty: 3246.328125
	Iteration 7Q: 3 clusters Score -1370234 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1370901.375000 Penalty: 3246.328125
	Iteration 8F: 3 clusters Score -1370901 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1371811.250000 Penalty: 3246.328125
	Iteration 9F: 3 clusters Score -1371811 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1372991.750000 Penalty: 3246.328125
	Iteration 10F: 3 clusters Score -1372992 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1374293.375000 Penalty: 3246.328125
	Iteration 11F: 3 clusters Score -1374293 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1375299.625000 Penalty: 3246.328125
	Iteration 12Q: 3 clusters Score -1375300 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1375841.875000 Penalty: 3246.328125
	Iteration 13Q: 3 clusters Score -1375842 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1376094.375000 Penalty: 3246.328125
	Iteration 14Q: 3 clusters Score -1376094 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1376209.375000 Penalty: 3246.328125
	Iteration 15Q: 3 clusters Score -1376209 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1376252.500000 Penalty: 3246.328125
	Iteration 16Q: 3 clusters Score -1376252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1376279.500000 Penalty: 3246.328125
	Iteration 17Q: 3 clusters Score -1376280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1376295.625000 Penalty: 3246.328125
	Iteration 18Q: 3 clusters Score -1376296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1376301.875000 Penalty: 3246.328125
	Iteration 19Q: 3 clusters Score -1376302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1376302.625000 Penalty: 3246.328125
	Iteration 20F: 3 clusters Score -1376303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1376305.125000 Penalty: 3246.328125
	Iteration 21Q: 3 clusters Score -1376305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1376305.125000 Penalty: 3246.328125
	Iteration 22Q: 3 clusters Score -1376305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1376305.125000 Penalty: 3246.328125
	Iteration 23F: 3 clusters Score -1376305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Entering Unmasked Estep 
Score: -1254674.750000 Penalty: 1606.745239
	Iteration 0F: 2 clusters Score -1254675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1241264.875000 Penalty: 3213.490479
	Iteration 0F: 3 clusters Score -1241265 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1245971.500000 Penalty: 3213.490479
	Iteration 1F: 3 clusters Score -1245972 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1246284.625000 Penalty: 3213.490479
	Iteration 2Q: 3 clusters Score -1246285 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1246588.250000 Penalty: 3213.490479
	Iteration 3Q: 3 clusters Score -1246588 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1246971.875000 Penalty: 3213.490479
	Iteration 4Q: 3 clusters Score -1246972 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1247409.875000 Penalty: 3213.490479
	Iteration 5Q: 3 clusters Score -1247410 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1247877.750000 Penalty: 3213.490479
	Iteration 6Q: 3 clusters Score -1247878 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1248416.375000 Penalty: 3213.490479
	Iteration 7Q: 3 clusters Score -1248416 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1248977.625000 Penalty: 3213.490479
	Iteration 8Q: 3 clusters Score -1248978 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1249519.875000 Penalty: 3213.490479
	Iteration 9Q: 3 clusters Score -1249520 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1250049.250000 Penalty: 3213.490479
	Iteration 10Q: 3 clusters Score -1250049 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1250478.000000 Penalty: 3213.490479
	Iteration 11Q: 3 clusters Score -1250478 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1250850.250000 Penalty: 3213.490479
	Iteration 12Q: 3 clusters Score -1250850 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1251117.625000 Penalty: 3213.490479
	Iteration 13Q: 3 clusters Score -1251118 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1251298.000000 Penalty: 3213.490479
	Iteration 14Q: 3 clusters Score -1251298 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1251424.875000 Penalty: 3213.490479
	Iteration 15Q: 3 clusters Score -1251425 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1251519.125000 Penalty: 3213.490479
	Iteration 16Q: 3 clusters Score -1251519 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1251603.625000 Penalty: 3213.490479
	Iteration 17Q: 3 clusters Score -1251604 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1251671.000000 Penalty: 3213.490479
	Iteration 18Q: 3 clusters Score -1251671 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1251750.500000 Penalty: 3213.490479
	Iteration 19Q: 3 clusters Score -1251750 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1251824.000000 Penalty: 3213.490479
	Iteration 20F: 3 clusters Score -1251824 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1251909.375000 Penalty: 3213.490479
	Iteration 21Q: 3 clusters Score -1251909 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1251996.375000 Penalty: 3213.490479
	Iteration 22Q: 3 clusters Score -1251996 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1252070.750000 Penalty: 3213.490479
	Iteration 23Q: 3 clusters Score -1252071 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1252135.875000 Penalty: 3213.490479
	Iteration 24Q: 3 clusters Score -1252136 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1252201.625000 Penalty: 3213.490479
	Iteration 25Q: 3 clusters Score -1252202 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1252265.375000 Penalty: 3213.490479
	Iteration 26Q: 3 clusters Score -1252265 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1252335.000000 Penalty: 3213.490479
	Iteration 27Q: 3 clusters Score -1252335 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1252402.875000 Penalty: 3213.490479
	Iteration 28Q: 3 clusters Score -1252403 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1252466.500000 Penalty: 3213.490479
	Iteration 29Q: 3 clusters Score -1252466 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1252528.500000 Penalty: 3213.490479
	Iteration 30Q: 3 clusters Score -1252528 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1252581.125000 Penalty: 3213.490479
	Iteration 31Q: 3 clusters Score -1252581 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1252634.750000 Penalty: 3213.490479
	Iteration 32Q: 3 clusters Score -1252635 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1252691.125000 Penalty: 3213.490479
	Iteration 33Q: 3 clusters Score -1252691 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1252737.250000 Penalty: 3213.490479
	Iteration 34Q: 3 clusters Score -1252737 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1252781.250000 Penalty: 3213.490479
	Iteration 35Q: 3 clusters Score -1252781 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1252828.000000 Penalty: 3213.490479
	Iteration 36Q: 3 clusters Score -1252828 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1252871.125000 Penalty: 3213.490479
	Iteration 37Q: 3 clusters Score -1252871 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1252914.500000 Penalty: 3213.490479
	Iteration 38Q: 3 clusters Score -1252914 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1252955.375000 Penalty: 3213.490479
	Iteration 39Q: 3 clusters Score -1252955 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1252995.375000 Penalty: 3213.490479
	Iteration 40F: 3 clusters Score -1252995 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1253022.500000 Penalty: 3213.490479
	Iteration 41Q: 3 clusters Score -1253022 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1253052.375000 Penalty: 3213.490479
	Iteration 42Q: 3 clusters Score -1253052 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1253083.625000 Penalty: 3213.490479
	Iteration 43Q: 3 clusters Score -1253084 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1253115.875000 Penalty: 3213.490479
	Iteration 44Q: 3 clusters Score -1253116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1253145.250000 Penalty: 3213.490479
	Iteration 45Q: 3 clusters Score -1253145 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1253171.875000 Penalty: 3213.490479
	Iteration 46Q: 3 clusters Score -1253172 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1253205.500000 Penalty: 3213.490479
	Iteration 47Q: 3 clusters Score -1253206 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1253228.000000 Penalty: 3213.490479
	Iteration 48Q: 3 clusters Score -1253228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1253242.375000 Penalty: 3213.490479
	Iteration 49Q: 3 clusters Score -1253242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1253261.375000 Penalty: 3213.490479
	Iteration 50Q: 3 clusters Score -1253261 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1253276.375000 Penalty: 3213.490479
	Iteration 51Q: 3 clusters Score -1253276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1253288.875000 Penalty: 3213.490479
	Iteration 52Q: 3 clusters Score -1253289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1253300.750000 Penalty: 3213.490479
	Iteration 53Q: 3 clusters Score -1253301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1253308.500000 Penalty: 3213.490479
	Iteration 54Q: 3 clusters Score -1253308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1253314.750000 Penalty: 3213.490479
	Iteration 55Q: 3 clusters Score -1253315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1253316.500000 Penalty: 3213.490479
	Iteration 56Q: 3 clusters Score -1253316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1253316.875000 Penalty: 3213.490479
	Iteration 57Q: 3 clusters Score -1253317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1253320.875000 Penalty: 3213.490479
	Iteration 58Q: 3 clusters Score -1253321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1253325.250000 Penalty: 3213.490479
	Iteration 59Q: 3 clusters Score -1253325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1253325.000000 Penalty: 3213.490479
	Iteration 60F: 3 clusters Score -1253325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1253327.750000 Penalty: 3213.490479
	Iteration 61Q: 3 clusters Score -1253328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1253329.250000 Penalty: 3213.490479
	Iteration 62Q: 3 clusters Score -1253329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1253329.125000 Penalty: 3213.490479
	Iteration 63Q: 3 clusters Score -1253329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1253333.750000 Penalty: 3213.490479
	Iteration 64Q: 3 clusters Score -1253334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1253338.750000 Penalty: 3213.490479
	Iteration 65Q: 3 clusters Score -1253339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1253341.125000 Penalty: 3213.490479
	Iteration 66Q: 3 clusters Score -1253341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1253349.500000 Penalty: 3213.490479
	Iteration 67Q: 3 clusters Score -1253350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1253354.625000 Penalty: 3213.490479
	Iteration 68Q: 3 clusters Score -1253355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1253357.625000 Penalty: 3213.490479
	Iteration 69Q: 3 clusters Score -1253358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1253358.750000 Penalty: 3213.490479
	Iteration 70Q: 3 clusters Score -1253359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1253362.250000 Penalty: 3213.490479
	Iteration 71Q: 3 clusters Score -1253362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1253363.125000 Penalty: 3213.490479
	Iteration 72Q: 3 clusters Score -1253363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1253368.250000 Penalty: 3213.490479
	Iteration 73Q: 3 clusters Score -1253368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1253373.250000 Penalty: 3213.490479
	Iteration 74Q: 3 clusters Score -1253373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1253383.500000 Penalty: 3213.490479
	Iteration 75Q: 3 clusters Score -1253384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1253395.375000 Penalty: 3213.490479
	Iteration 76Q: 3 clusters Score -1253395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1253407.250000 Penalty: 3213.490479
	Iteration 77Q: 3 clusters Score -1253407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1253414.500000 Penalty: 3213.490479
	Iteration 78Q: 3 clusters Score -1253414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1253420.000000 Penalty: 3213.490479
	Iteration 79Q: 3 clusters Score -1253420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1253425.625000 Penalty: 3213.490479
	Iteration 80F: 3 clusters Score -1253426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1253425.125000 Penalty: 3213.490479
	Iteration 81Q: 3 clusters Score -1253425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1253426.125000 Penalty: 3213.490479
	Iteration 82Q: 3 clusters Score -1253426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1253426.875000 Penalty: 3213.490479
	Iteration 83Q: 3 clusters Score -1253427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1253431.750000 Penalty: 3213.490479
	Iteration 84Q: 3 clusters Score -1253432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1253435.500000 Penalty: 3213.490479
	Iteration 85Q: 3 clusters Score -1253436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1253442.000000 Penalty: 3213.490479
	Iteration 86Q: 3 clusters Score -1253442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1253445.625000 Penalty: 3213.490479
	Iteration 87Q: 3 clusters Score -1253446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1253451.500000 Penalty: 3213.490479
	Iteration 88Q: 3 clusters Score -1253452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1253452.000000 Penalty: 3213.490479
	Iteration 89Q: 3 clusters Score -1253452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1253452.500000 Penalty: 3213.490479
	Iteration 90Q: 3 clusters Score -1253452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1253454.875000 Penalty: 3213.490479
	Iteration 91Q: 3 clusters Score -1253455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1253455.750000 Penalty: 3213.490479
	Iteration 92Q: 3 clusters Score -1253456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1253455.875000 Penalty: 3213.490479
	Iteration 93Q: 3 clusters Score -1253456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1253455.875000 Penalty: 3213.490479
	Iteration 94F: 3 clusters Score -1253456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (138117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138117 members 
Entering Unmasked Estep 
Score: -8831364.000000 Penalty: 1923.326660
	Iteration 0F: 2 clusters Score -8831364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69075 members 
Mstep: Class 2 contains 69042 members 
Entering Unmasked Estep 
Score: -8738948.000000 Penalty: 3846.653320
	Iteration 0F: 3 clusters Score -8738948 nChanged 66518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67507 members 
Mstep: Class 2 contains 70610 members 
Entering Unmasked Estep 
Score: -8776896.000000 Penalty: 3846.653320
	Iteration 1F: 3 clusters Score -8776896 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 71572 members 
Entering Unmasked Estep 
Score: -8777565.000000 Penalty: 3846.653320
	Iteration 2Q: 3 clusters Score -8777565 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65038 members 
Mstep: Class 2 contains 73079 members 
Entering Unmasked Estep 
Score: -8778244.000000 Penalty: 3846.653320
	Iteration 3Q: 3 clusters Score -8778244 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 75458 members 
Entering Unmasked Estep 
Score: -8779159.000000 Penalty: 3846.653320
	Iteration 4Q: 3 clusters Score -8779159 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 79075 members 
Entering Unmasked Estep 
Score: -8780653.000000 Penalty: 3846.653320
	Iteration 5Q: 3 clusters Score -8780653 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 84425 members 
Entering Unmasked Estep 
Score: -8783201.000000 Penalty: 3846.653320
	Iteration 6Q: 3 clusters Score -8783201 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 92063 members 
Entering Unmasked Estep 
Score: -8787642.000000 Penalty: 3846.653320
	Iteration 7F: 3 clusters Score -8787642 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 102452 members 
Entering Unmasked Estep 
Score: -8795538.000000 Penalty: 3846.653320
	Iteration 8F: 3 clusters Score -8795538 nChanged 12165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 114535 members 
Entering Unmasked Estep 
Score: -8806622.000000 Penalty: 3846.653320
	Iteration 9F: 3 clusters Score -8806622 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 125725 members 
Entering Unmasked Estep 
Score: -8817855.000000 Penalty: 3846.653320
	Iteration 10F: 3 clusters Score -8817855 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 132989 members 
Entering Unmasked Estep 
Score: -8825195.000000 Penalty: 3846.653320
	Iteration 11F: 3 clusters Score -8825195 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 136280 members 
Entering Unmasked Estep 
Score: -8828238.000000 Penalty: 3846.653320
	Iteration 12Q: 3 clusters Score -8828238 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 137408 members 
Entering Unmasked Estep 
Score: -8829187.000000 Penalty: 3846.653320
	Iteration 13Q: 3 clusters Score -8829187 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 137723 members 
Entering Unmasked Estep 
Score: -8829516.000000 Penalty: 3846.653320
	Iteration 14Q: 3 clusters Score -8829516 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 137822 members 
Entering Unmasked Estep 
Score: -8829656.000000 Penalty: 3846.653320
	Iteration 15Q: 3 clusters Score -8829656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 137861 members 
Entering Unmasked Estep 
Score: -8829701.000000 Penalty: 3846.653320
	Iteration 16Q: 3 clusters Score -8829701 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 137880 members 
Entering Unmasked Estep 
Score: -8829738.000000 Penalty: 3846.653320
	Iteration 17Q: 3 clusters Score -8829738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 137894 members 
Entering Unmasked Estep 
Score: -8829753.000000 Penalty: 3846.653320
	Iteration 18Q: 3 clusters Score -8829753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 137901 members 
Entering Unmasked Estep 
Score: -8829757.000000 Penalty: 3846.653320
	Iteration 19Q: 3 clusters Score -8829757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 137903 members 
Entering Unmasked Estep 
Score: -8829768.000000 Penalty: 3846.653320
	Iteration 20F: 3 clusters Score -8829768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 137905 members 
Entering Unmasked Estep 
Score: -8829776.000000 Penalty: 3846.653320
	Iteration 21Q: 3 clusters Score -8829776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 137906 members 
Entering Unmasked Estep 
Score: -8829766.000000 Penalty: 3846.653320
	Iteration 22Q: 3 clusters Score -8829766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 137906 members 
Entering Unmasked Estep 
Score: -8829766.000000 Penalty: 3846.653320
	Iteration 23F: 3 clusters Score -8829766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Entering Unmasked Estep 
Score: -1121887.125000 Penalty: 1596.832275
	Iteration 0F: 2 clusters Score -1121887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1109232.750000 Penalty: 3193.664551
	Iteration 0F: 3 clusters Score -1109233 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1113673.875000 Penalty: 3193.664551
	Iteration 1F: 3 clusters Score -1113674 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1113947.375000 Penalty: 3193.664551
	Iteration 2Q: 3 clusters Score -1113947 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1114207.000000 Penalty: 3193.664551
	Iteration 3Q: 3 clusters Score -1114207 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1114466.875000 Penalty: 3193.664551
	Iteration 4Q: 3 clusters Score -1114467 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1114790.750000 Penalty: 3193.664551
	Iteration 5Q: 3 clusters Score -1114791 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1115196.250000 Penalty: 3193.664551
	Iteration 6Q: 3 clusters Score -1115196 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1115767.625000 Penalty: 3193.664551
	Iteration 7Q: 3 clusters Score -1115768 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1116462.625000 Penalty: 3193.664551
	Iteration 8F: 3 clusters Score -1116463 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1117305.500000 Penalty: 3193.664551
	Iteration 9F: 3 clusters Score -1117306 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1118004.375000 Penalty: 3193.664551
	Iteration 10F: 3 clusters Score -1118004 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1118398.125000 Penalty: 3193.664551
	Iteration 11Q: 3 clusters Score -1118398 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1118626.250000 Penalty: 3193.664551
	Iteration 12Q: 3 clusters Score -1118626 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1118787.375000 Penalty: 3193.664551
	Iteration 13Q: 3 clusters Score -1118787 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1118923.750000 Penalty: 3193.664551
	Iteration 14Q: 3 clusters Score -1118924 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1119052.875000 Penalty: 3193.664551
	Iteration 15Q: 3 clusters Score -1119053 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1119190.125000 Penalty: 3193.664551
	Iteration 16Q: 3 clusters Score -1119190 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1119335.875000 Penalty: 3193.664551
	Iteration 17Q: 3 clusters Score -1119336 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1119466.750000 Penalty: 3193.664551
	Iteration 18Q: 3 clusters Score -1119467 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1119576.875000 Penalty: 3193.664551
	Iteration 19Q: 3 clusters Score -1119577 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1119686.000000 Penalty: 3193.664551
	Iteration 20F: 3 clusters Score -1119686 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1119785.500000 Penalty: 3193.664551
	Iteration 21Q: 3 clusters Score -1119786 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1119874.875000 Penalty: 3193.664551
	Iteration 22Q: 3 clusters Score -1119875 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1119958.750000 Penalty: 3193.664551
	Iteration 23Q: 3 clusters Score -1119959 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1120049.500000 Penalty: 3193.664551
	Iteration 24Q: 3 clusters Score -1120050 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1120129.375000 Penalty: 3193.664551
	Iteration 25Q: 3 clusters Score -1120129 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -1120194.500000 Penalty: 3193.664551
	Iteration 26Q: 3 clusters Score -1120194 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1120244.875000 Penalty: 3193.664551
	Iteration 27Q: 3 clusters Score -1120245 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1120294.125000 Penalty: 3193.664551
	Iteration 28Q: 3 clusters Score -1120294 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -1120321.125000 Penalty: 3193.664551
	Iteration 29Q: 3 clusters Score -1120321 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1120352.375000 Penalty: 3193.664551
	Iteration 30Q: 3 clusters Score -1120352 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1120378.875000 Penalty: 3193.664551
	Iteration 31Q: 3 clusters Score -1120379 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -1120403.000000 Penalty: 3193.664551
	Iteration 32Q: 3 clusters Score -1120403 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1120429.000000 Penalty: 3193.664551
	Iteration 33Q: 3 clusters Score -1120429 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -1120457.875000 Penalty: 3193.664551
	Iteration 34Q: 3 clusters Score -1120458 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -1120478.625000 Penalty: 3193.664551
	Iteration 35Q: 3 clusters Score -1120479 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1120498.375000 Penalty: 3193.664551
	Iteration 36Q: 3 clusters Score -1120498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -1120508.000000 Penalty: 3193.664551
	Iteration 37Q: 3 clusters Score -1120508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1120515.250000 Penalty: 3193.664551
	Iteration 38Q: 3 clusters Score -1120515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1120523.500000 Penalty: 3193.664551
	Iteration 39Q: 3 clusters Score -1120524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -1120532.375000 Penalty: 3193.664551
	Iteration 40F: 3 clusters Score -1120532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -1120551.375000 Penalty: 3193.664551
	Iteration 41Q: 3 clusters Score -1120551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -1120560.625000 Penalty: 3193.664551
	Iteration 42Q: 3 clusters Score -1120561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -1120567.375000 Penalty: 3193.664551
	Iteration 43Q: 3 clusters Score -1120567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1120574.000000 Penalty: 3193.664551
	Iteration 44Q: 3 clusters Score -1120574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1120577.000000 Penalty: 3193.664551
	Iteration 45Q: 3 clusters Score -1120577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -1120578.375000 Penalty: 3193.664551
	Iteration 46Q: 3 clusters Score -1120578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -1120579.625000 Penalty: 3193.664551
	Iteration 47Q: 3 clusters Score -1120580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1120585.000000 Penalty: 3193.664551
	Iteration 48Q: 3 clusters Score -1120585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -1120587.000000 Penalty: 3193.664551
	Iteration 49Q: 3 clusters Score -1120587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -1120585.625000 Penalty: 3193.664551
	Iteration 50Q: 3 clusters Score -1120586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -1120592.000000 Penalty: 3193.664551
	Iteration 51Q: 3 clusters Score -1120592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -1120591.375000 Penalty: 3193.664551
	Iteration 52Q: 3 clusters Score -1120591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -1120592.625000 Penalty: 3193.664551
	Iteration 53Q: 3 clusters Score -1120593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -1120595.375000 Penalty: 3193.664551
	Iteration 54Q: 3 clusters Score -1120595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -1120594.000000 Penalty: 3193.664551
	Iteration 55Q: 3 clusters Score -1120594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -1120594.375000 Penalty: 3193.664551
	Iteration 56Q: 3 clusters Score -1120594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -1120594.375000 Penalty: 3193.664551
	Iteration 57F: 3 clusters Score -1120594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Entering Unmasked Estep 
Score: -1862252.125000 Penalty: 1670.712402
	Iteration 0F: 2 clusters Score -1862252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1842574.750000 Penalty: 3341.424805
	Iteration 0F: 3 clusters Score -1842575 nChanged 13453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1849894.250000 Penalty: 3341.424805
	Iteration 1F: 3 clusters Score -1849894 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1850286.500000 Penalty: 3341.424805
	Iteration 2Q: 3 clusters Score -1850286 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1850695.875000 Penalty: 3341.424805
	Iteration 3Q: 3 clusters Score -1850696 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1851110.375000 Penalty: 3341.424805
	Iteration 4Q: 3 clusters Score -1851110 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -1851603.000000 Penalty: 3341.424805
	Iteration 5Q: 3 clusters Score -1851603 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -1852296.250000 Penalty: 3341.424805
	Iteration 6Q: 3 clusters Score -1852296 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -1853308.375000 Penalty: 3341.424805
	Iteration 7F: 3 clusters Score -1853308 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -1854603.375000 Penalty: 3341.424805
	Iteration 8F: 3 clusters Score -1854603 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -1855930.500000 Penalty: 3341.424805
	Iteration 9F: 3 clusters Score -1855930 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -1857099.000000 Penalty: 3341.424805
	Iteration 10F: 3 clusters Score -1857099 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -1858029.250000 Penalty: 3341.424805
	Iteration 11Q: 3 clusters Score -1858029 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -1858668.250000 Penalty: 3341.424805
	Iteration 12Q: 3 clusters Score -1858668 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -1859096.125000 Penalty: 3341.424805
	Iteration 13Q: 3 clusters Score -1859096 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -1859470.250000 Penalty: 3341.424805
	Iteration 14Q: 3 clusters Score -1859470 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -1859852.500000 Penalty: 3341.424805
	Iteration 15Q: 3 clusters Score -1859852 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -1860217.250000 Penalty: 3341.424805
	Iteration 16Q: 3 clusters Score -1860217 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -1860461.875000 Penalty: 3341.424805
	Iteration 17Q: 3 clusters Score -1860462 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -1860604.375000 Penalty: 3341.424805
	Iteration 18Q: 3 clusters Score -1860604 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -1860691.000000 Penalty: 3341.424805
	Iteration 19Q: 3 clusters Score -1860691 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -1860749.750000 Penalty: 3341.424805
	Iteration 20F: 3 clusters Score -1860750 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -1860794.375000 Penalty: 3341.424805
	Iteration 21Q: 3 clusters Score -1860794 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -1860814.625000 Penalty: 3341.424805
	Iteration 22Q: 3 clusters Score -1860815 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -1860840.750000 Penalty: 3341.424805
	Iteration 23Q: 3 clusters Score -1860841 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -1860856.125000 Penalty: 3341.424805
	Iteration 24Q: 3 clusters Score -1860856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -1860871.125000 Penalty: 3341.424805
	Iteration 25Q: 3 clusters Score -1860871 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -1860887.625000 Penalty: 3341.424805
	Iteration 26Q: 3 clusters Score -1860888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -1860904.125000 Penalty: 3341.424805
	Iteration 27Q: 3 clusters Score -1860904 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -1860913.375000 Penalty: 3341.424805
	Iteration 28Q: 3 clusters Score -1860913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -1860920.750000 Penalty: 3341.424805
	Iteration 29Q: 3 clusters Score -1860921 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -1860929.250000 Penalty: 3341.424805
	Iteration 30Q: 3 clusters Score -1860929 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -1860941.250000 Penalty: 3341.424805
	Iteration 31Q: 3 clusters Score -1860941 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -1860959.750000 Penalty: 3341.424805
	Iteration 32Q: 3 clusters Score -1860960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -1860961.875000 Penalty: 3341.424805
	Iteration 33Q: 3 clusters Score -1860962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -1860974.875000 Penalty: 3341.424805
	Iteration 34Q: 3 clusters Score -1860975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -1860974.875000 Penalty: 3341.424805
	Iteration 35Q: 3 clusters Score -1860975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -1860988.500000 Penalty: 3341.424805
	Iteration 36Q: 3 clusters Score -1860988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -1860988.500000 Penalty: 3341.424805
	Iteration 37Q: 3 clusters Score -1860988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -1860994.250000 Penalty: 3341.424805
	Iteration 38Q: 3 clusters Score -1860994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -1860997.000000 Penalty: 3341.424805
	Iteration 39Q: 3 clusters Score -1860997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -1860997.000000 Penalty: 3341.424805
	Iteration 40F: 3 clusters Score -1860997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -1861000.750000 Penalty: 3341.424805
	Iteration 41Q: 3 clusters Score -1861001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -1861003.500000 Penalty: 3341.424805
	Iteration 42Q: 3 clusters Score -1861004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -1861004.750000 Penalty: 3341.424805
	Iteration 43Q: 3 clusters Score -1861005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -1861008.750000 Penalty: 3341.424805
	Iteration 44Q: 3 clusters Score -1861009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -1861010.125000 Penalty: 3341.424805
	Iteration 45Q: 3 clusters Score -1861010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -1861012.500000 Penalty: 3341.424805
	Iteration 46Q: 3 clusters Score -1861012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -1861016.375000 Penalty: 3341.424805
	Iteration 47Q: 3 clusters Score -1861016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -1861018.125000 Penalty: 3341.424805
	Iteration 48Q: 3 clusters Score -1861018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -1861022.875000 Penalty: 3341.424805
	Iteration 49Q: 3 clusters Score -1861023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -1861020.750000 Penalty: 3341.424805
	Iteration 50Q: 3 clusters Score -1861021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -1861025.250000 Penalty: 3341.424805
	Iteration 51Q: 3 clusters Score -1861025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -1861022.750000 Penalty: 3341.424805
	Iteration 52Q: 3 clusters Score -1861023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -1861024.625000 Penalty: 3341.424805
	Iteration 53Q: 3 clusters Score -1861025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -1861028.750000 Penalty: 3341.424805
	Iteration 54Q: 3 clusters Score -1861029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -1861026.000000 Penalty: 3341.424805
	Iteration 55Q: 3 clusters Score -1861026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -1861027.625000 Penalty: 3341.424805
	Iteration 56Q: 3 clusters Score -1861028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -1861030.625000 Penalty: 3341.424805
	Iteration 57Q: 3 clusters Score -1861031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -1861031.750000 Penalty: 3341.424805
	Iteration 58Q: 3 clusters Score -1861032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -1861037.375000 Penalty: 3341.424805
	Iteration 59Q: 3 clusters Score -1861037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -1861037.500000 Penalty: 3341.424805
	Iteration 60F: 3 clusters Score -1861038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -1861036.500000 Penalty: 3341.424805
	Iteration 61Q: 3 clusters Score -1861036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -1861035.500000 Penalty: 3341.424805
	Iteration 62Q: 3 clusters Score -1861036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -1861035.625000 Penalty: 3341.424805
	Iteration 63Q: 3 clusters Score -1861036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -1861037.000000 Penalty: 3341.424805
	Iteration 64Q: 3 clusters Score -1861037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -1861036.500000 Penalty: 3341.424805
	Iteration 65Q: 3 clusters Score -1861036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -1861040.250000 Penalty: 3341.424805
	Iteration 66Q: 3 clusters Score -1861040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -1861040.500000 Penalty: 3341.424805
	Iteration 67Q: 3 clusters Score -1861040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -1861045.125000 Penalty: 3341.424805
	Iteration 68Q: 3 clusters Score -1861045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -1861045.250000 Penalty: 3341.424805
	Iteration 69Q: 3 clusters Score -1861045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -1861043.125000 Penalty: 3341.424805
	Iteration 70Q: 3 clusters Score -1861043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -1861043.250000 Penalty: 3341.424805
	Iteration 71Q: 3 clusters Score -1861043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -1861042.625000 Penalty: 3341.424805
	Iteration 72Q: 3 clusters Score -1861043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -1861042.625000 Penalty: 3341.424805
	Iteration 73F: 3 clusters Score -1861043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (53721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Entering Unmasked Estep 
Score: -3446346.000000 Penalty: 1769.878418
	Iteration 0F: 2 clusters Score -3446346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -3410599.000000 Penalty: 3539.756836
	Iteration 0F: 3 clusters Score -3410599 nChanged 25243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -3424851.250000 Penalty: 3539.756836
	Iteration 1F: 3 clusters Score -3424851 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -3425667.250000 Penalty: 3539.756836
	Iteration 2Q: 3 clusters Score -3425667 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -3426718.000000 Penalty: 3539.756836
	Iteration 3Q: 3 clusters Score -3426718 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -3428101.750000 Penalty: 3539.756836
	Iteration 4Q: 3 clusters Score -3428102 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -3429781.750000 Penalty: 3539.756836
	Iteration 5F: 3 clusters Score -3429782 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -3431697.750000 Penalty: 3539.756836
	Iteration 6F: 3 clusters Score -3431698 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -3433738.000000 Penalty: 3539.756836
	Iteration 7F: 3 clusters Score -3433738 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3435762.750000 Penalty: 3539.756836
	Iteration 8F: 3 clusters Score -3435763 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -3437578.000000 Penalty: 3539.756836
	Iteration 9Q: 3 clusters Score -3437578 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -3438959.500000 Penalty: 3539.756836
	Iteration 10Q: 3 clusters Score -3438960 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -3439947.000000 Penalty: 3539.756836
	Iteration 11Q: 3 clusters Score -3439947 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -3440714.250000 Penalty: 3539.756836
	Iteration 12Q: 3 clusters Score -3440714 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -3441315.500000 Penalty: 3539.756836
	Iteration 13Q: 3 clusters Score -3441316 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -3441835.750000 Penalty: 3539.756836
	Iteration 14Q: 3 clusters Score -3441836 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -3442275.000000 Penalty: 3539.756836
	Iteration 15Q: 3 clusters Score -3442275 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -3442671.500000 Penalty: 3539.756836
	Iteration 16Q: 3 clusters Score -3442672 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3443026.500000 Penalty: 3539.756836
	Iteration 17Q: 3 clusters Score -3443026 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -3443321.750000 Penalty: 3539.756836
	Iteration 18Q: 3 clusters Score -3443322 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3443569.500000 Penalty: 3539.756836
	Iteration 19Q: 3 clusters Score -3443570 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3443803.500000 Penalty: 3539.756836
	Iteration 20F: 3 clusters Score -3443804 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3444006.500000 Penalty: 3539.756836
	Iteration 21Q: 3 clusters Score -3444006 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3444204.500000 Penalty: 3539.756836
	Iteration 22Q: 3 clusters Score -3444204 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3444333.250000 Penalty: 3539.756836
	Iteration 23Q: 3 clusters Score -3444333 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3444434.500000 Penalty: 3539.756836
	Iteration 24Q: 3 clusters Score -3444434 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3444513.250000 Penalty: 3539.756836
	Iteration 25Q: 3 clusters Score -3444513 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3444567.000000 Penalty: 3539.756836
	Iteration 26Q: 3 clusters Score -3444567 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3444624.000000 Penalty: 3539.756836
	Iteration 27Q: 3 clusters Score -3444624 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53085 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3444652.250000 Penalty: 3539.756836
	Iteration 28Q: 3 clusters Score -3444652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3444677.500000 Penalty: 3539.756836
	Iteration 29Q: 3 clusters Score -3444678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3444714.500000 Penalty: 3539.756836
	Iteration 30Q: 3 clusters Score -3444714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3444731.500000 Penalty: 3539.756836
	Iteration 31Q: 3 clusters Score -3444732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3444744.500000 Penalty: 3539.756836
	Iteration 32Q: 3 clusters Score -3444744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3444749.000000 Penalty: 3539.756836
	Iteration 33Q: 3 clusters Score -3444749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3444760.000000 Penalty: 3539.756836
	Iteration 34Q: 3 clusters Score -3444760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53253 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3444770.750000 Penalty: 3539.756836
	Iteration 35Q: 3 clusters Score -3444771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3444772.500000 Penalty: 3539.756836
	Iteration 36Q: 3 clusters Score -3444772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3444781.250000 Penalty: 3539.756836
	Iteration 37Q: 3 clusters Score -3444781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3444782.500000 Penalty: 3539.756836
	Iteration 38Q: 3 clusters Score -3444782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3444798.250000 Penalty: 3539.756836
	Iteration 39Q: 3 clusters Score -3444798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3444798.250000 Penalty: 3539.756836
	Iteration 40F: 3 clusters Score -3444798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3444798.250000 Penalty: 3539.756836
	Iteration 41Q: 3 clusters Score -3444798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53297 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3444801.500000 Penalty: 3539.756836
	Iteration 42Q: 3 clusters Score -3444802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53300 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3444801.250000 Penalty: 3539.756836
	Iteration 43Q: 3 clusters Score -3444801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3444811.000000 Penalty: 3539.756836
	Iteration 44Q: 3 clusters Score -3444811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3444815.500000 Penalty: 3539.756836
	Iteration 45Q: 3 clusters Score -3444816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3444817.250000 Penalty: 3539.756836
	Iteration 46Q: 3 clusters Score -3444817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3444819.500000 Penalty: 3539.756836
	Iteration 47Q: 3 clusters Score -3444820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3444819.500000 Penalty: 3539.756836
	Iteration 48F: 3 clusters Score -3444820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (338062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338062 members 
Entering Unmasked Estep 
Score: -21012294.000000 Penalty: 2068.784912
	Iteration 0F: 2 clusters Score -2.101229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169034 members 
Mstep: Class 2 contains 169028 members 
Entering Unmasked Estep 
Score: -20783926.000000 Penalty: 4137.569824
	Iteration 0F: 3 clusters Score -2.078393e+07 nChanged 165190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165602 members 
Mstep: Class 2 contains 172460 members 
Entering Unmasked Estep 
Score: -20882206.000000 Penalty: 4137.569824
	Iteration 1F: 3 clusters Score -2.088221e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164274 members 
Mstep: Class 2 contains 173788 members 
Entering Unmasked Estep 
Score: -20883096.000000 Penalty: 4137.569824
	Iteration 2Q: 3 clusters Score -2.08831e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162165 members 
Mstep: Class 2 contains 175897 members 
Entering Unmasked Estep 
Score: -20884154.000000 Penalty: 4137.569824
	Iteration 3Q: 3 clusters Score -2.088415e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158948 members 
Mstep: Class 2 contains 179114 members 
Entering Unmasked Estep 
Score: -20885556.000000 Penalty: 4137.569824
	Iteration 4Q: 3 clusters Score -2.088556e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153849 members 
Mstep: Class 2 contains 184213 members 
Entering Unmasked Estep 
Score: -20887452.000000 Penalty: 4137.569824
	Iteration 5Q: 3 clusters Score -2.088745e+07 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146013 members 
Mstep: Class 2 contains 192049 members 
Entering Unmasked Estep 
Score: -20890864.000000 Penalty: 4137.569824
	Iteration 6Q: 3 clusters Score -2.089086e+07 nChanged 14116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134221 members 
Mstep: Class 2 contains 203841 members 
Entering Unmasked Estep 
Score: -20896772.000000 Penalty: 4137.569824
	Iteration 7Q: 3 clusters Score -2.089677e+07 nChanged 18365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117486 members 
Mstep: Class 2 contains 220576 members 
Entering Unmasked Estep 
Score: -20907346.000000 Penalty: 4137.569824
	Iteration 8F: 3 clusters Score -2.090735e+07 nChanged 22904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95600 members 
Mstep: Class 2 contains 242462 members 
Entering Unmasked Estep 
Score: -20923992.000000 Penalty: 4137.569824
	Iteration 9F: 3 clusters Score -2.092399e+07 nChanged 25514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70620 members 
Mstep: Class 2 contains 267442 members 
Entering Unmasked Estep 
Score: -20946052.000000 Penalty: 4137.569824
	Iteration 10F: 3 clusters Score -2.094605e+07 nChanged 23604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 290784 members 
Entering Unmasked Estep 
Score: -20967912.000000 Penalty: 4137.569824
	Iteration 11F: 3 clusters Score -2.096791e+07 nChanged 17882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 308560 members 
Entering Unmasked Estep 
Score: -20984346.000000 Penalty: 4137.569824
	Iteration 12F: 3 clusters Score -2.098435e+07 nChanged 12106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 320634 members 
Entering Unmasked Estep 
Score: -20995408.000000 Penalty: 4137.569824
	Iteration 13Q: 3 clusters Score -2.099541e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 328471 members 
Entering Unmasked Estep 
Score: -21002424.000000 Penalty: 4137.569824
	Iteration 14Q: 3 clusters Score -2.100242e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 333226 members 
Entering Unmasked Estep 
Score: -21006654.000000 Penalty: 4137.569824
	Iteration 15Q: 3 clusters Score -2.100665e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 335789 members 
Entering Unmasked Estep 
Score: -21008736.000000 Penalty: 4137.569824
	Iteration 16Q: 3 clusters Score -2.100874e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 336976 members 
Entering Unmasked Estep 
Score: -21009724.000000 Penalty: 4137.569824
	Iteration 17Q: 3 clusters Score -2.100972e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 337459 members 
Entering Unmasked Estep 
Score: -21010112.000000 Penalty: 4137.569824
	Iteration 18Q: 3 clusters Score -2.101011e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 337646 members 
Entering Unmasked Estep 
Score: -21010262.000000 Penalty: 4137.569824
	Iteration 19Q: 3 clusters Score -2.101026e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 337719 members 
Entering Unmasked Estep 
Score: -21010332.000000 Penalty: 4137.569824
	Iteration 20F: 3 clusters Score -2.101033e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 337758 members 
Entering Unmasked Estep 
Score: -21010366.000000 Penalty: 4137.569824
	Iteration 21Q: 3 clusters Score -2.101037e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 337781 members 
Entering Unmasked Estep 
Score: -21010408.000000 Penalty: 4137.569824
	Iteration 22Q: 3 clusters Score -2.101041e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 337793 members 
Entering Unmasked Estep 
Score: -21010412.000000 Penalty: 4137.569824
	Iteration 23Q: 3 clusters Score -2.101041e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 337800 members 
Entering Unmasked Estep 
Score: -21010432.000000 Penalty: 4137.569824
	Iteration 24Q: 3 clusters Score -2.101043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 337805 members 
Entering Unmasked Estep 
Score: -21010420.000000 Penalty: 4137.569824
	Iteration 25Q: 3 clusters Score -2.101042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 337810 members 
Entering Unmasked Estep 
Score: -21010436.000000 Penalty: 4137.569824
	Iteration 26Q: 3 clusters Score -2.101044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 337817 members 
Entering Unmasked Estep 
Score: -21010432.000000 Penalty: 4137.569824
	Iteration 27Q: 3 clusters Score -2.101043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 337821 members 
Entering Unmasked Estep 
Score: -21010462.000000 Penalty: 4137.569824
	Iteration 28Q: 3 clusters Score -2.101046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 337823 members 
Entering Unmasked Estep 
Score: -21010472.000000 Penalty: 4137.569824
	Iteration 29Q: 3 clusters Score -2.101047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 337823 members 
Entering Unmasked Estep 
Score: -21010476.000000 Penalty: 4137.569824
	Iteration 30Q: 3 clusters Score -2.101048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 337824 members 
Entering Unmasked Estep 
Score: -21010476.000000 Penalty: 4137.569824
	Iteration 31Q: 3 clusters Score -2.101048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 337824 members 
Entering Unmasked Estep 
Score: -21010476.000000 Penalty: 4137.569824
	Iteration 32F: 3 clusters Score -2.101048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Entering Unmasked Estep 
Score: -494499.718750 Penalty: 1457.053711
	Iteration 0F: 2 clusters Score -494499.7 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 3856 members 
Entering Unmasked Estep 
Score: -488770.968750 Penalty: 2914.107422
	Iteration 0F: 3 clusters Score -488771 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -490895.000000 Penalty: 2914.107422
	Iteration 1F: 3 clusters Score -490895 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -491621.468750 Penalty: 2914.107422
	Iteration 2F: 3 clusters Score -491621.5 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -492269.781250 Penalty: 2914.107422
	Iteration 3F: 3 clusters Score -492269.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -492850.062500 Penalty: 2914.107422
	Iteration 4F: 3 clusters Score -492850.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -493394.500000 Penalty: 2914.107422
	Iteration 5F: 3 clusters Score -493394.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -493818.281250 Penalty: 2914.107422
	Iteration 6F: 3 clusters Score -493818.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -494067.843750 Penalty: 2914.107422
	Iteration 7Q: 3 clusters Score -494067.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -494191.281250 Penalty: 2914.107422
	Iteration 8Q: 3 clusters Score -494191.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -494232.343750 Penalty: 2914.107422
	Iteration 9Q: 3 clusters Score -494232.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -494247.093750 Penalty: 2914.107422
	Iteration 10Q: 3 clusters Score -494247.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -494252.937500 Penalty: 2914.107422
	Iteration 11Q: 3 clusters Score -494252.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -494256.843750 Penalty: 2914.107422
	Iteration 12Q: 3 clusters Score -494256.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -494257.718750 Penalty: 2914.107422
	Iteration 13Q: 3 clusters Score -494257.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -494258.843750 Penalty: 2914.107422
	Iteration 14Q: 3 clusters Score -494258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -494260.343750 Penalty: 2914.107422
	Iteration 15Q: 3 clusters Score -494260.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -494260.375000 Penalty: 2914.107422
	Iteration 16Q: 3 clusters Score -494260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -494260.312500 Penalty: 2914.107422
	Iteration 17Q: 3 clusters Score -494260.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -494260.312500 Penalty: 2914.107422
	Iteration 18F: 3 clusters Score -494260.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Entering Unmasked Estep 
Score: -996417.625000 Penalty: 1567.276978
	Iteration 0F: 2 clusters Score -996417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -985774.437500 Penalty: 3134.553955
	Iteration 0F: 3 clusters Score -985774.4 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -989351.687500 Penalty: 3134.553955
	Iteration 1F: 3 clusters Score -989351.7 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -989824.312500 Penalty: 3134.553955
	Iteration 2F: 3 clusters Score -989824.3 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -990525.500000 Penalty: 3134.553955
	Iteration 3F: 3 clusters Score -990525.5 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -991498.562500 Penalty: 3134.553955
	Iteration 4F: 3 clusters Score -991498.6 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -992766.437500 Penalty: 3134.553955
	Iteration 5F: 3 clusters Score -992766.4 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -993928.062500 Penalty: 3134.553955
	Iteration 6F: 3 clusters Score -993928.1 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -994833.375000 Penalty: 3134.553955
	Iteration 7F: 3 clusters Score -994833.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -995331.937500 Penalty: 3134.553955
	Iteration 8Q: 3 clusters Score -995331.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -995514.375000 Penalty: 3134.553955
	Iteration 9Q: 3 clusters Score -995514.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -995590.250000 Penalty: 3134.553955
	Iteration 10Q: 3 clusters Score -995590.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -995640.062500 Penalty: 3134.553955
	Iteration 11Q: 3 clusters Score -995640.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -995678.812500 Penalty: 3134.553955
	Iteration 12Q: 3 clusters Score -995678.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -995700.000000 Penalty: 3134.553955
	Iteration 13Q: 3 clusters Score -995700 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -995718.875000 Penalty: 3134.553955
	Iteration 14Q: 3 clusters Score -995718.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -995732.375000 Penalty: 3134.553955
	Iteration 15Q: 3 clusters Score -995732.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -995741.062500 Penalty: 3134.553955
	Iteration 16Q: 3 clusters Score -995741.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -995746.625000 Penalty: 3134.553955
	Iteration 17Q: 3 clusters Score -995746.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -995750.375000 Penalty: 3134.553955
	Iteration 18Q: 3 clusters Score -995750.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -995753.437500 Penalty: 3134.553955
	Iteration 19Q: 3 clusters Score -995753.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -995758.750000 Penalty: 3134.553955
	Iteration 20F: 3 clusters Score -995758.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -995759.812500 Penalty: 3134.553955
	Iteration 21Q: 3 clusters Score -995759.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -995759.875000 Penalty: 3134.553955
	Iteration 22Q: 3 clusters Score -995759.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -995761.437500 Penalty: 3134.553955
	Iteration 23Q: 3 clusters Score -995761.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -995762.437500 Penalty: 3134.553955
	Iteration 24Q: 3 clusters Score -995762.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -995761.937500 Penalty: 3134.553955
	Iteration 25Q: 3 clusters Score -995761.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -995764.812500 Penalty: 3134.553955
	Iteration 26Q: 3 clusters Score -995764.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -995763.562500 Penalty: 3134.553955
	Iteration 27Q: 3 clusters Score -995763.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -995765.437500 Penalty: 3134.553955
	Iteration 28Q: 3 clusters Score -995765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -995763.375000 Penalty: 3134.553955
	Iteration 29Q: 3 clusters Score -995763.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -995763.750000 Penalty: 3134.553955
	Iteration 30Q: 3 clusters Score -995763.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -995765.125000 Penalty: 3134.553955
	Iteration 31Q: 3 clusters Score -995765.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -995763.875000 Penalty: 3134.553955
	Iteration 32Q: 3 clusters Score -995763.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -995765.625000 Penalty: 3134.553955
	Iteration 33Q: 3 clusters Score -995765.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -995765.187500 Penalty: 3134.553955
	Iteration 34Q: 3 clusters Score -995765.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -995765.687500 Penalty: 3134.553955
	Iteration 35Q: 3 clusters Score -995765.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -995767.625000 Penalty: 3134.553955
	Iteration 36Q: 3 clusters Score -995767.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -995766.125000 Penalty: 3134.553955
	Iteration 37Q: 3 clusters Score -995766.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -995766.000000 Penalty: 3134.553955
	Iteration 38Q: 3 clusters Score -995766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -995766.625000 Penalty: 3134.553955
	Iteration 39Q: 3 clusters Score -995766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -995766.687500 Penalty: 3134.553955
	Iteration 40F: 3 clusters Score -995766.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -995767.562500 Penalty: 3134.553955
	Iteration 41Q: 3 clusters Score -995767.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -995767.562500 Penalty: 3134.553955
	Iteration 42F: 3 clusters Score -995767.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Entering Unmasked Estep 
Score: -1028122.375000 Penalty: 1571.740479
	Iteration 0F: 2 clusters Score -1028122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1017190.250000 Penalty: 3143.480957
	Iteration 0F: 3 clusters Score -1017190 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1021045.500000 Penalty: 3143.480957
	Iteration 1F: 3 clusters Score -1021046 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1021506.875000 Penalty: 3143.480957
	Iteration 2F: 3 clusters Score -1021507 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1021948.250000 Penalty: 3143.480957
	Iteration 3F: 3 clusters Score -1021948 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1022446.687500 Penalty: 3143.480957
	Iteration 4F: 3 clusters Score -1022447 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1023077.187500 Penalty: 3143.480957
	Iteration 5F: 3 clusters Score -1023077 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1023783.437500 Penalty: 3143.480957
	Iteration 6F: 3 clusters Score -1023783 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1024529.937500 Penalty: 3143.480957
	Iteration 7F: 3 clusters Score -1024530 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1025188.125000 Penalty: 3143.480957
	Iteration 8F: 3 clusters Score -1025188 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1025612.750000 Penalty: 3143.480957
	Iteration 9Q: 3 clusters Score -1025613 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1025813.312500 Penalty: 3143.480957
	Iteration 10Q: 3 clusters Score -1025813 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1025917.187500 Penalty: 3143.480957
	Iteration 11Q: 3 clusters Score -1025917 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1025966.062500 Penalty: 3143.480957
	Iteration 12Q: 3 clusters Score -1025966 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1026005.250000 Penalty: 3143.480957
	Iteration 13Q: 3 clusters Score -1026005 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1026028.125000 Penalty: 3143.480957
	Iteration 14Q: 3 clusters Score -1026028 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1026050.812500 Penalty: 3143.480957
	Iteration 15Q: 3 clusters Score -1026051 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1026066.312500 Penalty: 3143.480957
	Iteration 16Q: 3 clusters Score -1026066 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1026083.937500 Penalty: 3143.480957
	Iteration 17Q: 3 clusters Score -1026084 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1026102.937500 Penalty: 3143.480957
	Iteration 18Q: 3 clusters Score -1026103 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1026124.437500 Penalty: 3143.480957
	Iteration 19Q: 3 clusters Score -1026124 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1026141.750000 Penalty: 3143.480957
	Iteration 20F: 3 clusters Score -1026142 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1026162.125000 Penalty: 3143.480957
	Iteration 21Q: 3 clusters Score -1026162 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1026182.875000 Penalty: 3143.480957
	Iteration 22Q: 3 clusters Score -1026183 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1026199.437500 Penalty: 3143.480957
	Iteration 23Q: 3 clusters Score -1026199 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1026224.562500 Penalty: 3143.480957
	Iteration 24Q: 3 clusters Score -1026225 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1026244.125000 Penalty: 3143.480957
	Iteration 25Q: 3 clusters Score -1026244 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1026264.312500 Penalty: 3143.480957
	Iteration 26Q: 3 clusters Score -1026264 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1026289.250000 Penalty: 3143.480957
	Iteration 27Q: 3 clusters Score -1026289 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1026315.687500 Penalty: 3143.480957
	Iteration 28Q: 3 clusters Score -1026316 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1026353.250000 Penalty: 3143.480957
	Iteration 29Q: 3 clusters Score -1026353 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1026387.250000 Penalty: 3143.480957
	Iteration 30Q: 3 clusters Score -1026387 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1026419.625000 Penalty: 3143.480957
	Iteration 31Q: 3 clusters Score -1026420 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1026451.500000 Penalty: 3143.480957
	Iteration 32Q: 3 clusters Score -1026452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1026476.187500 Penalty: 3143.480957
	Iteration 33Q: 3 clusters Score -1026476 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1026499.062500 Penalty: 3143.480957
	Iteration 34Q: 3 clusters Score -1026499 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1026519.937500 Penalty: 3143.480957
	Iteration 35Q: 3 clusters Score -1026520 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1026539.250000 Penalty: 3143.480957
	Iteration 36Q: 3 clusters Score -1026539 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1026555.625000 Penalty: 3143.480957
	Iteration 37Q: 3 clusters Score -1026556 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1026577.062500 Penalty: 3143.480957
	Iteration 38Q: 3 clusters Score -1026577 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1026597.875000 Penalty: 3143.480957
	Iteration 39Q: 3 clusters Score -1026598 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1026618.000000 Penalty: 3143.480957
	Iteration 40F: 3 clusters Score -1026618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1026637.250000 Penalty: 3143.480957
	Iteration 41Q: 3 clusters Score -1026637 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1026646.937500 Penalty: 3143.480957
	Iteration 42Q: 3 clusters Score -1026647 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1026658.500000 Penalty: 3143.480957
	Iteration 43Q: 3 clusters Score -1026658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1026668.375000 Penalty: 3143.480957
	Iteration 44Q: 3 clusters Score -1026668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1026687.312500 Penalty: 3143.480957
	Iteration 45Q: 3 clusters Score -1026687 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1026696.312500 Penalty: 3143.480957
	Iteration 46Q: 3 clusters Score -1026696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1026708.812500 Penalty: 3143.480957
	Iteration 47Q: 3 clusters Score -1026709 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1026720.187500 Penalty: 3143.480957
	Iteration 48Q: 3 clusters Score -1026720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1026727.062500 Penalty: 3143.480957
	Iteration 49Q: 3 clusters Score -1026727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1026734.437500 Penalty: 3143.480957
	Iteration 50Q: 3 clusters Score -1026734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1026747.250000 Penalty: 3143.480957
	Iteration 51Q: 3 clusters Score -1026747 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1026762.250000 Penalty: 3143.480957
	Iteration 52Q: 3 clusters Score -1026762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1026773.687500 Penalty: 3143.480957
	Iteration 53Q: 3 clusters Score -1026774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1026785.750000 Penalty: 3143.480957
	Iteration 54Q: 3 clusters Score -1026786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1026797.437500 Penalty: 3143.480957
	Iteration 55Q: 3 clusters Score -1026797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1026804.812500 Penalty: 3143.480957
	Iteration 56Q: 3 clusters Score -1026805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1026813.500000 Penalty: 3143.480957
	Iteration 57Q: 3 clusters Score -1026814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1026820.500000 Penalty: 3143.480957
	Iteration 58Q: 3 clusters Score -1026820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1026827.875000 Penalty: 3143.480957
	Iteration 59Q: 3 clusters Score -1026828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1026834.312500 Penalty: 3143.480957
	Iteration 60F: 3 clusters Score -1026834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1026838.375000 Penalty: 3143.480957
	Iteration 61Q: 3 clusters Score -1026838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1026845.000000 Penalty: 3143.480957
	Iteration 62Q: 3 clusters Score -1026845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1026848.562500 Penalty: 3143.480957
	Iteration 63Q: 3 clusters Score -1026849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1026857.625000 Penalty: 3143.480957
	Iteration 64Q: 3 clusters Score -1026858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1026866.625000 Penalty: 3143.480957
	Iteration 65Q: 3 clusters Score -1026867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1026869.875000 Penalty: 3143.480957
	Iteration 66Q: 3 clusters Score -1026870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1026872.562500 Penalty: 3143.480957
	Iteration 67Q: 3 clusters Score -1026873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1026874.500000 Penalty: 3143.480957
	Iteration 68Q: 3 clusters Score -1026874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1026877.562500 Penalty: 3143.480957
	Iteration 69Q: 3 clusters Score -1026878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1026880.125000 Penalty: 3143.480957
	Iteration 70Q: 3 clusters Score -1026880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1026884.250000 Penalty: 3143.480957
	Iteration 71Q: 3 clusters Score -1026884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1026884.750000 Penalty: 3143.480957
	Iteration 72Q: 3 clusters Score -1026885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1026884.375000 Penalty: 3143.480957
	Iteration 73Q: 3 clusters Score -1026884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1026887.187500 Penalty: 3143.480957
	Iteration 74Q: 3 clusters Score -1026887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1026885.937500 Penalty: 3143.480957
	Iteration 75Q: 3 clusters Score -1026886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1026887.187500 Penalty: 3143.480957
	Iteration 76Q: 3 clusters Score -1026887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1026887.125000 Penalty: 3143.480957
	Iteration 77Q: 3 clusters Score -1026887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1026887.125000 Penalty: 3143.480957
	Iteration 78F: 3 clusters Score -1026887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Entering Unmasked Estep 
Score: -160949.328125 Penalty: 1271.472412
	Iteration 0F: 2 clusters Score -160949.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -158557.406250 Penalty: 2542.944824
	Iteration 0F: 3 clusters Score -158557.4 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -159067.109375 Penalty: 2542.944824
	Iteration 1F: 3 clusters Score -159067.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -159206.734375 Penalty: 2542.944824
	Iteration 2F: 3 clusters Score -159206.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -159291.343750 Penalty: 2542.944824
	Iteration 3Q: 3 clusters Score -159291.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -159359.937500 Penalty: 2542.944824
	Iteration 4Q: 3 clusters Score -159359.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -159400.937500 Penalty: 2542.944824
	Iteration 5Q: 3 clusters Score -159400.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -159433.609375 Penalty: 2542.944824
	Iteration 6Q: 3 clusters Score -159433.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -159463.937500 Penalty: 2542.944824
	Iteration 7Q: 3 clusters Score -159463.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -159491.406250 Penalty: 2542.944824
	Iteration 8Q: 3 clusters Score -159491.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -159515.953125 Penalty: 2542.944824
	Iteration 9Q: 3 clusters Score -159516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -159541.000000 Penalty: 2542.944824
	Iteration 10Q: 3 clusters Score -159541 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -159560.750000 Penalty: 2542.944824
	Iteration 11Q: 3 clusters Score -159560.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -159577.687500 Penalty: 2542.944824
	Iteration 12Q: 3 clusters Score -159577.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -159595.796875 Penalty: 2542.944824
	Iteration 13Q: 3 clusters Score -159595.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -159611.265625 Penalty: 2542.944824
	Iteration 14Q: 3 clusters Score -159611.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -159626.500000 Penalty: 2542.944824
	Iteration 15Q: 3 clusters Score -159626.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -159647.140625 Penalty: 2542.944824
	Iteration 16Q: 3 clusters Score -159647.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -159671.562500 Penalty: 2542.944824
	Iteration 17Q: 3 clusters Score -159671.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -159710.453125 Penalty: 2542.944824
	Iteration 18Q: 3 clusters Score -159710.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -159762.203125 Penalty: 2542.944824
	Iteration 19Q: 3 clusters Score -159762.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -159837.765625 Penalty: 2542.944824
	Iteration 20F: 3 clusters Score -159837.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -159904.093750 Penalty: 2542.944824
	Iteration 21Q: 3 clusters Score -159904.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -159992.093750 Penalty: 2542.944824
	Iteration 22Q: 3 clusters Score -159992.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -160097.250000 Penalty: 2542.944824
	Iteration 23Q: 3 clusters Score -160097.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -160179.546875 Penalty: 2542.944824
	Iteration 24Q: 3 clusters Score -160179.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -160230.796875 Penalty: 2542.944824
	Iteration 25Q: 3 clusters Score -160230.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -160269.109375 Penalty: 2542.944824
	Iteration 26Q: 3 clusters Score -160269.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -160286.250000 Penalty: 2542.944824
	Iteration 27Q: 3 clusters Score -160286.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -160297.750000 Penalty: 2542.944824
	Iteration 28Q: 3 clusters Score -160297.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -160305.218750 Penalty: 2542.944824
	Iteration 29Q: 3 clusters Score -160305.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -160308.390625 Penalty: 2542.944824
	Iteration 30Q: 3 clusters Score -160308.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -160308.828125 Penalty: 2542.944824
	Iteration 31Q: 3 clusters Score -160308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -160309.343750 Penalty: 2542.944824
	Iteration 32Q: 3 clusters Score -160309.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -160309.562500 Penalty: 2542.944824
	Iteration 33Q: 3 clusters Score -160309.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -160311.203125 Penalty: 2542.944824
	Iteration 34Q: 3 clusters Score -160311.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -160315.140625 Penalty: 2542.944824
	Iteration 35Q: 3 clusters Score -160315.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -160318.109375 Penalty: 2542.944824
	Iteration 36Q: 3 clusters Score -160318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -160320.546875 Penalty: 2542.944824
	Iteration 37Q: 3 clusters Score -160320.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -160322.484375 Penalty: 2542.944824
	Iteration 38Q: 3 clusters Score -160322.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -160324.609375 Penalty: 2542.944824
	Iteration 39Q: 3 clusters Score -160324.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -160325.421875 Penalty: 2542.944824
	Iteration 40F: 3 clusters Score -160325.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -160326.203125 Penalty: 2542.944824
	Iteration 41Q: 3 clusters Score -160326.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -160326.843750 Penalty: 2542.944824
	Iteration 42Q: 3 clusters Score -160326.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -160327.921875 Penalty: 2542.944824
	Iteration 43Q: 3 clusters Score -160327.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -160329.156250 Penalty: 2542.944824
	Iteration 44Q: 3 clusters Score -160329.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -160330.781250 Penalty: 2542.944824
	Iteration 45Q: 3 clusters Score -160330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -160332.031250 Penalty: 2542.944824
	Iteration 46Q: 3 clusters Score -160332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -160333.000000 Penalty: 2542.944824
	Iteration 47Q: 3 clusters Score -160333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -160333.312500 Penalty: 2542.944824
	Iteration 48Q: 3 clusters Score -160333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -160333.312500 Penalty: 2542.944824
	Iteration 49F: 3 clusters Score -160333.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Entering Unmasked Estep 
Score: -48637.714844 Penalty: 1080.249390
	Iteration 0F: 2 clusters Score -48637.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -47326.136719 Penalty: 2160.498779
	Iteration 0F: 3 clusters Score -47326.14 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -47555.609375 Penalty: 2160.498779
	Iteration 1F: 3 clusters Score -47555.61 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -47610.453125 Penalty: 2160.498779
	Iteration 2F: 3 clusters Score -47610.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47637.390625 Penalty: 2160.498779
	Iteration 3Q: 3 clusters Score -47637.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -47648.785156 Penalty: 2160.498779
	Iteration 4Q: 3 clusters Score -47648.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -47660.957031 Penalty: 2160.498779
	Iteration 5Q: 3 clusters Score -47660.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -47669.816406 Penalty: 2160.498779
	Iteration 6Q: 3 clusters Score -47669.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -47675.687500 Penalty: 2160.498779
	Iteration 7Q: 3 clusters Score -47675.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -47676.968750 Penalty: 2160.498779
	Iteration 8Q: 3 clusters Score -47676.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -47681.109375 Penalty: 2160.498779
	Iteration 9Q: 3 clusters Score -47681.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -47682.265625 Penalty: 2160.498779
	Iteration 10Q: 3 clusters Score -47682.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -47682.578125 Penalty: 2160.498779
	Iteration 11Q: 3 clusters Score -47682.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -47682.578125 Penalty: 2160.498779
	Iteration 12F: 3 clusters Score -47682.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Entering Unmasked Estep 
Score: -1106732.875000 Penalty: 1585.731323
	Iteration 0F: 2 clusters Score -1106733 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 8704 members 
Entering Unmasked Estep 
Score: -1094848.625000 Penalty: 3171.462646
	Iteration 0F: 3 clusters Score -1094849 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1099013.000000 Penalty: 3171.462646
	Iteration 1F: 3 clusters Score -1099013 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1099260.875000 Penalty: 3171.462646
	Iteration 2Q: 3 clusters Score -1099261 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1099462.375000 Penalty: 3171.462646
	Iteration 3Q: 3 clusters Score -1099462 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1099643.000000 Penalty: 3171.462646
	Iteration 4Q: 3 clusters Score -1099643 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1099834.875000 Penalty: 3171.462646
	Iteration 5Q: 3 clusters Score -1099835 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1100080.500000 Penalty: 3171.462646
	Iteration 6Q: 3 clusters Score -1100080 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1100399.625000 Penalty: 3171.462646
	Iteration 7Q: 3 clusters Score -1100400 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1100808.875000 Penalty: 3171.462646
	Iteration 8Q: 3 clusters Score -1100809 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1101374.875000 Penalty: 3171.462646
	Iteration 9F: 3 clusters Score -1101375 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1102054.500000 Penalty: 3171.462646
	Iteration 10F: 3 clusters Score -1102054 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1102791.000000 Penalty: 3171.462646
	Iteration 11F: 3 clusters Score -1102791 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1103510.875000 Penalty: 3171.462646
	Iteration 12Q: 3 clusters Score -1103511 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1104096.375000 Penalty: 3171.462646
	Iteration 13Q: 3 clusters Score -1104096 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -1104503.375000 Penalty: 3171.462646
	Iteration 14Q: 3 clusters Score -1104503 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1104776.125000 Penalty: 3171.462646
	Iteration 15Q: 3 clusters Score -1104776 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -1104956.875000 Penalty: 3171.462646
	Iteration 16Q: 3 clusters Score -1104957 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1105060.250000 Penalty: 3171.462646
	Iteration 17Q: 3 clusters Score -1105060 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1105117.750000 Penalty: 3171.462646
	Iteration 18Q: 3 clusters Score -1105118 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1105158.875000 Penalty: 3171.462646
	Iteration 19Q: 3 clusters Score -1105159 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -1105204.500000 Penalty: 3171.462646
	Iteration 20F: 3 clusters Score -1105204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1105235.375000 Penalty: 3171.462646
	Iteration 21Q: 3 clusters Score -1105235 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -1105264.125000 Penalty: 3171.462646
	Iteration 22Q: 3 clusters Score -1105264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -1105282.625000 Penalty: 3171.462646
	Iteration 23Q: 3 clusters Score -1105283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -1105295.875000 Penalty: 3171.462646
	Iteration 24Q: 3 clusters Score -1105296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1105311.875000 Penalty: 3171.462646
	Iteration 25Q: 3 clusters Score -1105312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -1105320.750000 Penalty: 3171.462646
	Iteration 26Q: 3 clusters Score -1105321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1105321.000000 Penalty: 3171.462646
	Iteration 27Q: 3 clusters Score -1105321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -1105324.500000 Penalty: 3171.462646
	Iteration 28Q: 3 clusters Score -1105324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -1105331.250000 Penalty: 3171.462646
	Iteration 29Q: 3 clusters Score -1105331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1105330.375000 Penalty: 3171.462646
	Iteration 30Q: 3 clusters Score -1105330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -1105332.125000 Penalty: 3171.462646
	Iteration 31Q: 3 clusters Score -1105332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -1105335.250000 Penalty: 3171.462646
	Iteration 32Q: 3 clusters Score -1105335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -1105338.875000 Penalty: 3171.462646
	Iteration 33Q: 3 clusters Score -1105339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1105338.000000 Penalty: 3171.462646
	Iteration 34Q: 3 clusters Score -1105338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1105338.000000 Penalty: 3171.462646
	Iteration 35F: 3 clusters Score -1105338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Entering Unmasked Estep 
Score: -220426.296875 Penalty: 1343.793823
	Iteration 0F: 2 clusters Score -220426.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -217166.578125 Penalty: 2687.587646
	Iteration 0F: 3 clusters Score -217166.6 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -218032.453125 Penalty: 2687.587646
	Iteration 1F: 3 clusters Score -218032.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -218271.734375 Penalty: 2687.587646
	Iteration 2F: 3 clusters Score -218271.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -218471.546875 Penalty: 2687.587646
	Iteration 3F: 3 clusters Score -218471.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -218703.875000 Penalty: 2687.587646
	Iteration 4F: 3 clusters Score -218703.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -218960.578125 Penalty: 2687.587646
	Iteration 5F: 3 clusters Score -218960.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -219185.187500 Penalty: 2687.587646
	Iteration 6F: 3 clusters Score -219185.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -219403.234375 Penalty: 2687.587646
	Iteration 7F: 3 clusters Score -219403.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -219579.906250 Penalty: 2687.587646
	Iteration 8F: 3 clusters Score -219579.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -219701.578125 Penalty: 2687.587646
	Iteration 9Q: 3 clusters Score -219701.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -219770.328125 Penalty: 2687.587646
	Iteration 10Q: 3 clusters Score -219770.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -219814.953125 Penalty: 2687.587646
	Iteration 11Q: 3 clusters Score -219815 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -219850.281250 Penalty: 2687.587646
	Iteration 12Q: 3 clusters Score -219850.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -219870.109375 Penalty: 2687.587646
	Iteration 13Q: 3 clusters Score -219870.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -219890.500000 Penalty: 2687.587646
	Iteration 14Q: 3 clusters Score -219890.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -219913.468750 Penalty: 2687.587646
	Iteration 15Q: 3 clusters Score -219913.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -219927.578125 Penalty: 2687.587646
	Iteration 16Q: 3 clusters Score -219927.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -219938.937500 Penalty: 2687.587646
	Iteration 17Q: 3 clusters Score -219938.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -219945.437500 Penalty: 2687.587646
	Iteration 18Q: 3 clusters Score -219945.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -219955.406250 Penalty: 2687.587646
	Iteration 19Q: 3 clusters Score -219955.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -219992.796875 Penalty: 2687.587646
	Iteration 20F: 3 clusters Score -219992.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -220035.890625 Penalty: 2687.587646
	Iteration 21Q: 3 clusters Score -220035.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -220077.796875 Penalty: 2687.587646
	Iteration 22Q: 3 clusters Score -220077.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -220103.906250 Penalty: 2687.587646
	Iteration 23Q: 3 clusters Score -220103.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -220113.953125 Penalty: 2687.587646
	Iteration 24Q: 3 clusters Score -220114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -220119.515625 Penalty: 2687.587646
	Iteration 25Q: 3 clusters Score -220119.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -220121.468750 Penalty: 2687.587646
	Iteration 26Q: 3 clusters Score -220121.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -220122.687500 Penalty: 2687.587646
	Iteration 27Q: 3 clusters Score -220122.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -220123.281250 Penalty: 2687.587646
	Iteration 28Q: 3 clusters Score -220123.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -220124.375000 Penalty: 2687.587646
	Iteration 29Q: 3 clusters Score -220124.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -220124.375000 Penalty: 2687.587646
	Iteration 30F: 3 clusters Score -220124.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 19686 members 
Mstep: Class 3 contains 138117 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 29182 members 
Mstep: Class 6 contains 53721 members 
Mstep: Class 8 contains 338062 members 
Mstep: Class 9 contains 7836 members 
Mstep: Class 13 contains 15441 members 
Mstep: Class 14 contains 15871 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 17298 members 
Mstep: Class 20 contains 3903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798692.000000 Penalty: 30561.902344
Iteration 119Q: 15 clusters Score -4.179869e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 19630 members 
Mstep: Class 3 contains 137811 members 
Mstep: Class 4 contains 18530 members 
Mstep: Class 5 contains 29026 members 
Mstep: Class 6 contains 53504 members 
Mstep: Class 8 contains 338997 members 
Mstep: Class 9 contains 7853 members 
Mstep: Class 13 contains 15396 members 
Mstep: Class 14 contains 15813 members 
Mstep: Class 15 contains 2505 members 
Mstep: Class 17 contains 768 members 
Mstep: Class 18 contains 17249 members 
Mstep: Class 20 contains 3877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798720.000000 Penalty: 30561.902344
Iteration 120F: 15 clusters Score -4.179872e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 19576 members 
Mstep: Class 3 contains 137498 members 
Mstep: Class 4 contains 18529 members 
Mstep: Class 5 contains 28902 members 
Mstep: Class 6 contains 53318 members 
Mstep: Class 8 contains 339877 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 13 contains 15353 members 
Mstep: Class 14 contains 15740 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 17 contains 763 members 
Mstep: Class 18 contains 17216 members 
Mstep: Class 20 contains 3858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798800.000000 Penalty: 30561.902344
Iteration 121Q: 15 clusters Score -4.17988e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 19539 members 
Mstep: Class 3 contains 137223 members 
Mstep: Class 4 contains 18538 members 
Mstep: Class 5 contains 28801 members 
Mstep: Class 6 contains 53166 members 
Mstep: Class 8 contains 340610 members 
Mstep: Class 9 contains 7878 members 
Mstep: Class 13 contains 15317 members 
Mstep: Class 14 contains 15671 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 17 contains 760 members 
Mstep: Class 18 contains 17188 members 
Mstep: Class 20 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798748.000000 Penalty: 30561.902344
Iteration 122Q: 15 clusters Score -4.179875e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 19497 members 
Mstep: Class 3 contains 136953 members 
Mstep: Class 4 contains 18554 members 
Mstep: Class 5 contains 28705 members 
Mstep: Class 6 contains 53015 members 
Mstep: Class 8 contains 341305 members 
Mstep: Class 9 contains 7890 members 
Mstep: Class 13 contains 15288 members 
Mstep: Class 14 contains 15609 members 
Mstep: Class 15 contains 2536 members 
Mstep: Class 17 contains 758 members 
Mstep: Class 18 contains 17160 members 
Mstep: Class 20 contains 3813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798832.000000 Penalty: 30561.902344
Iteration 123Q: 15 clusters Score -4.179883e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 19477 members 
Mstep: Class 3 contains 136694 members 
Mstep: Class 4 contains 18564 members 
Mstep: Class 5 contains 28609 members 
Mstep: Class 6 contains 52871 members 
Mstep: Class 8 contains 341953 members 
Mstep: Class 9 contains 7910 members 
Mstep: Class 13 contains 15259 members 
Mstep: Class 14 contains 15555 members 
Mstep: Class 15 contains 2539 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 17141 members 
Mstep: Class 20 contains 3794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798876.000000 Penalty: 30561.902344
Iteration 124Q: 15 clusters Score -4.179888e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 19440 members 
Mstep: Class 3 contains 136444 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 5 contains 28524 members 
Mstep: Class 6 contains 52752 members 
Mstep: Class 8 contains 342573 members 
Mstep: Class 9 contains 7926 members 
Mstep: Class 13 contains 15237 members 
Mstep: Class 14 contains 15504 members 
Mstep: Class 15 contains 2542 members 
Mstep: Class 17 contains 754 members 
Mstep: Class 18 contains 17103 members 
Mstep: Class 20 contains 3777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798936.000000 Penalty: 30561.902344
Iteration 125Q: 15 clusters Score -4.179894e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 19407 members 
Mstep: Class 3 contains 136209 members 
Mstep: Class 4 contains 18578 members 
Mstep: Class 5 contains 28439 members 
Mstep: Class 6 contains 52609 members 
Mstep: Class 8 contains 343215 members 
Mstep: Class 9 contains 7938 members 
Mstep: Class 13 contains 15212 members 
Mstep: Class 14 contains 15447 members 
Mstep: Class 15 contains 2547 members 
Mstep: Class 17 contains 752 members 
Mstep: Class 18 contains 17062 members 
Mstep: Class 20 contains 3763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799000.000000 Penalty: 30561.902344
Iteration 126Q: 15 clusters Score -4.1799e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 19386 members 
Mstep: Class 3 contains 135967 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 5 contains 28367 members 
Mstep: Class 6 contains 52466 members 
Mstep: Class 8 contains 343821 members 
Mstep: Class 9 contains 7952 members 
Mstep: Class 13 contains 15193 members 
Mstep: Class 14 contains 15405 members 
Mstep: Class 15 contains 2551 members 
Mstep: Class 17 contains 752 members 
Mstep: Class 18 contains 17015 members 
Mstep: Class 20 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799040.000000 Penalty: 30561.902344
Iteration 127Q: 15 clusters Score -4.179904e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 19357 members 
Mstep: Class 3 contains 135716 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 5 contains 28298 members 
Mstep: Class 6 contains 52322 members 
Mstep: Class 8 contains 344421 members 
Mstep: Class 9 contains 7962 members 
Mstep: Class 13 contains 15179 members 
Mstep: Class 14 contains 15368 members 
Mstep: Class 15 contains 2556 members 
Mstep: Class 17 contains 752 members 
Mstep: Class 18 contains 16978 members 
Mstep: Class 20 contains 3755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799116.000000 Penalty: 30561.902344
Iteration 128Q: 15 clusters Score -4.179912e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 19323 members 
Mstep: Class 3 contains 135484 members 
Mstep: Class 4 contains 18569 members 
Mstep: Class 5 contains 28238 members 
Mstep: Class 6 contains 52193 members 
Mstep: Class 8 contains 344981 members 
Mstep: Class 9 contains 7973 members 
Mstep: Class 13 contains 15165 members 
Mstep: Class 14 contains 15328 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 17 contains 752 members 
Mstep: Class 18 contains 16937 members 
Mstep: Class 20 contains 3754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799068.000000 Penalty: 30561.902344
Iteration 129Q: 15 clusters Score -4.179907e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 19288 members 
Mstep: Class 3 contains 135278 members 
Mstep: Class 4 contains 18567 members 
Mstep: Class 5 contains 28145 members 
Mstep: Class 6 contains 52091 members 
Mstep: Class 8 contains 345531 members 
Mstep: Class 9 contains 7981 members 
Mstep: Class 13 contains 15155 members 
Mstep: Class 14 contains 15291 members 
Mstep: Class 15 contains 2567 members 
Mstep: Class 17 contains 752 members 
Mstep: Class 18 contains 16889 members 
Mstep: Class 20 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799172.000000 Penalty: 30561.902344
Iteration 130Q: 15 clusters Score -4.179917e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 19256 members 
Mstep: Class 3 contains 135082 members 
Mstep: Class 4 contains 18562 members 
Mstep: Class 5 contains 28045 members 
Mstep: Class 6 contains 51992 members 
Mstep: Class 8 contains 346074 members 
Mstep: Class 9 contains 7990 members 
Mstep: Class 13 contains 15143 members 
Mstep: Class 14 contains 15251 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 17 contains 752 members 
Mstep: Class 18 contains 16846 members 
Mstep: Class 20 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799236.000000 Penalty: 30561.902344
Iteration 131Q: 15 clusters Score -4.179924e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 19229 members 
Mstep: Class 3 contains 134883 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 5 contains 27959 members 
Mstep: Class 6 contains 51890 members 
Mstep: Class 8 contains 346590 members 
Mstep: Class 9 contains 7997 members 
Mstep: Class 13 contains 15127 members 
Mstep: Class 14 contains 15212 members 
Mstep: Class 15 contains 2575 members 
Mstep: Class 17 contains 752 members 
Mstep: Class 18 contains 16815 members 
Mstep: Class 20 contains 3749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799180.000000 Penalty: 30561.902344
Iteration 132Q: 15 clusters Score -4.179918e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 19206 members 
Mstep: Class 3 contains 134706 members 
Mstep: Class 4 contains 18555 members 
Mstep: Class 5 contains 27875 members 
Mstep: Class 6 contains 51809 members 
Mstep: Class 8 contains 347048 members 
Mstep: Class 9 contains 7999 members 
Mstep: Class 13 contains 15108 members 
Mstep: Class 14 contains 15179 members 
Mstep: Class 15 contains 2581 members 
Mstep: Class 17 contains 752 members 
Mstep: Class 18 contains 16792 members 
Mstep: Class 20 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799108.000000 Penalty: 30561.902344
Iteration 133Q: 15 clusters Score -4.179911e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 19175 members 
Mstep: Class 3 contains 134523 members 
Mstep: Class 4 contains 18552 members 
Mstep: Class 5 contains 27807 members 
Mstep: Class 6 contains 51726 members 
Mstep: Class 8 contains 347494 members 
Mstep: Class 9 contains 8002 members 
Mstep: Class 13 contains 15093 members 
Mstep: Class 14 contains 15146 members 
Mstep: Class 15 contains 2587 members 
Mstep: Class 17 contains 752 members 
Mstep: Class 18 contains 16772 members 
Mstep: Class 20 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799144.000000 Penalty: 30561.902344
Iteration 134Q: 15 clusters Score -4.179914e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 19139 members 
Mstep: Class 3 contains 134361 members 
Mstep: Class 4 contains 18547 members 
Mstep: Class 5 contains 27747 members 
Mstep: Class 6 contains 51669 members 
Mstep: Class 8 contains 347896 members 
Mstep: Class 9 contains 8004 members 
Mstep: Class 13 contains 15075 members 
Mstep: Class 14 contains 15119 members 
Mstep: Class 15 contains 2590 members 
Mstep: Class 17 contains 752 members 
Mstep: Class 18 contains 16748 members 
Mstep: Class 20 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799160.000000 Penalty: 30561.902344
Iteration 135Q: 15 clusters Score -4.179916e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 19103 members 
Mstep: Class 3 contains 134193 members 
Mstep: Class 4 contains 18543 members 
Mstep: Class 5 contains 27687 members 
Mstep: Class 6 contains 51617 members 
Mstep: Class 8 contains 348282 members 
Mstep: Class 9 contains 8007 members 
Mstep: Class 13 contains 15064 members 
Mstep: Class 14 contains 15095 members 
Mstep: Class 15 contains 2593 members 
Mstep: Class 17 contains 752 members 
Mstep: Class 18 contains 16729 members 
Mstep: Class 20 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799144.000000 Penalty: 30561.902344
Iteration 136Q: 15 clusters Score -4.179914e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 19072 members 
Mstep: Class 3 contains 134025 members 
Mstep: Class 4 contains 18544 members 
Mstep: Class 5 contains 27638 members 
Mstep: Class 6 contains 51562 members 
Mstep: Class 8 contains 348629 members 
Mstep: Class 9 contains 8010 members 
Mstep: Class 13 contains 15055 members 
Mstep: Class 14 contains 15082 members 
Mstep: Class 15 contains 2597 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 16710 members 
Mstep: Class 20 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799188.000000 Penalty: 30561.902344
Iteration 137Q: 15 clusters Score -4.179919e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 19038 members 
Mstep: Class 3 contains 133867 members 
Mstep: Class 4 contains 18548 members 
Mstep: Class 5 contains 27594 members 
Mstep: Class 6 contains 51513 members 
Mstep: Class 8 contains 348961 members 
Mstep: Class 9 contains 8015 members 
Mstep: Class 13 contains 15045 members 
Mstep: Class 14 contains 15069 members 
Mstep: Class 15 contains 2599 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 16695 members 
Mstep: Class 20 contains 3742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799252.000000 Penalty: 30561.902344
Iteration 138Q: 15 clusters Score -4.179925e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 19008 members 
Mstep: Class 3 contains 133729 members 
Mstep: Class 4 contains 18543 members 
Mstep: Class 5 contains 27556 members 
Mstep: Class 6 contains 51460 members 
Mstep: Class 8 contains 349268 members 
Mstep: Class 9 contains 8021 members 
Mstep: Class 13 contains 15042 members 
Mstep: Class 14 contains 15060 members 
Mstep: Class 15 contains 2601 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 16676 members 
Mstep: Class 20 contains 3739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799244.000000 Penalty: 30561.902344
Iteration 139Q: 15 clusters Score -4.179924e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 18985 members 
Mstep: Class 3 contains 133616 members 
Mstep: Class 4 contains 18543 members 
Mstep: Class 5 contains 27513 members 
Mstep: Class 6 contains 51412 members 
Mstep: Class 8 contains 349543 members 
Mstep: Class 9 contains 8030 members 
Mstep: Class 13 contains 15036 members 
Mstep: Class 14 contains 15046 members 
Mstep: Class 15 contains 2601 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 16658 members 
Mstep: Class 20 contains 3738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799244.000000 Penalty: 30561.902344
Iteration 140F: 15 clusters Score -4.179924e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 18967 members 
Mstep: Class 3 contains 133497 members 
Mstep: Class 4 contains 18541 members 
Mstep: Class 5 contains 27476 members 
Mstep: Class 6 contains 51369 members 
Mstep: Class 8 contains 349813 members 
Mstep: Class 9 contains 8038 members 
Mstep: Class 13 contains 15031 members 
Mstep: Class 14 contains 15038 members 
Mstep: Class 15 contains 2601 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 16641 members 
Mstep: Class 20 contains 3737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799212.000000 Penalty: 30561.902344
Iteration 141Q: 15 clusters Score -4.179921e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 18953 members 
Mstep: Class 3 contains 133375 members 
Mstep: Class 4 contains 18543 members 
Mstep: Class 5 contains 27444 members 
Mstep: Class 6 contains 51341 members 
Mstep: Class 8 contains 350059 members 
Mstep: Class 9 contains 8048 members 
Mstep: Class 13 contains 15026 members 
Mstep: Class 14 contains 15029 members 
Mstep: Class 15 contains 2601 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 16623 members 
Mstep: Class 20 contains 3734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799156.000000 Penalty: 30561.902344
Iteration 142Q: 15 clusters Score -4.179916e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 18934 members 
Mstep: Class 3 contains 133261 members 
Mstep: Class 4 contains 18541 members 
Mstep: Class 5 contains 27418 members 
Mstep: Class 6 contains 51314 members 
Mstep: Class 8 contains 350297 members 
Mstep: Class 9 contains 8055 members 
Mstep: Class 13 contains 15019 members 
Mstep: Class 14 contains 15021 members 
Mstep: Class 15 contains 2601 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 16605 members 
Mstep: Class 20 contains 3733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799164.000000 Penalty: 30561.902344
Iteration 143Q: 15 clusters Score -4.179916e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 18917 members 
Mstep: Class 3 contains 133156 members 
Mstep: Class 4 contains 18543 members 
Mstep: Class 5 contains 27394 members 
Mstep: Class 6 contains 51290 members 
Mstep: Class 8 contains 350508 members 
Mstep: Class 9 contains 8061 members 
Mstep: Class 13 contains 15014 members 
Mstep: Class 14 contains 15009 members 
Mstep: Class 15 contains 2600 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 16596 members 
Mstep: Class 20 contains 3732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799208.000000 Penalty: 30561.902344
Iteration 144Q: 15 clusters Score -4.179921e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 18903 members 
Mstep: Class 3 contains 133053 members 
Mstep: Class 4 contains 18544 members 
Mstep: Class 5 contains 27366 members 
Mstep: Class 6 contains 51260 members 
Mstep: Class 8 contains 350723 members 
Mstep: Class 9 contains 8068 members 
Mstep: Class 13 contains 15012 members 
Mstep: Class 14 contains 14992 members 
Mstep: Class 15 contains 2600 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 16590 members 
Mstep: Class 20 contains 3731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799216.000000 Penalty: 30561.902344
Iteration 145Q: 15 clusters Score -4.179922e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 18888 members 
Mstep: Class 3 contains 132949 members 
Mstep: Class 4 contains 18544 members 
Mstep: Class 5 contains 27338 members 
Mstep: Class 6 contains 51237 members 
Mstep: Class 8 contains 350937 members 
Mstep: Class 9 contains 8073 members 
Mstep: Class 13 contains 15011 members 
Mstep: Class 14 contains 14979 members 
Mstep: Class 15 contains 2600 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 16579 members 
Mstep: Class 20 contains 3730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799264.000000 Penalty: 30561.902344
Iteration 146Q: 15 clusters Score -4.179926e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 18872 members 
Mstep: Class 3 contains 132838 members 
Mstep: Class 4 contains 18544 members 
Mstep: Class 5 contains 27314 members 
Mstep: Class 6 contains 51208 members 
Mstep: Class 8 contains 351160 members 
Mstep: Class 9 contains 8080 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 14963 members 
Mstep: Class 15 contains 2600 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 16563 members 
Mstep: Class 20 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799264.000000 Penalty: 30561.902344
Iteration 147Q: 15 clusters Score -4.179926e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 18848 members 
Mstep: Class 3 contains 132742 members 
Mstep: Class 4 contains 18545 members 
Mstep: Class 5 contains 27283 members 
Mstep: Class 6 contains 51184 members 
Mstep: Class 8 contains 351371 members 
Mstep: Class 9 contains 8085 members 
Mstep: Class 13 contains 15006 members 
Mstep: Class 14 contains 14948 members 
Mstep: Class 15 contains 2601 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 16551 members 
Mstep: Class 20 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799332.000000 Penalty: 30561.902344
Iteration 148Q: 15 clusters Score -4.179933e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 18833 members 
Mstep: Class 3 contains 132653 members 
Mstep: Class 4 contains 18543 members 
Mstep: Class 5 contains 27247 members 
Mstep: Class 6 contains 51169 members 
Mstep: Class 8 contains 351562 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 13 contains 15002 members 
Mstep: Class 14 contains 14936 members 
Mstep: Class 15 contains 2601 members 
Mstep: Class 17 contains 749 members 
Mstep: Class 18 contains 16537 members 
Mstep: Class 20 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799352.000000 Penalty: 30561.902344
Iteration 149Q: 15 clusters Score -4.179935e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 18817 members 
Mstep: Class 3 contains 132569 members 
Mstep: Class 4 contains 18545 members 
Mstep: Class 5 contains 27210 members 
Mstep: Class 6 contains 51149 members 
Mstep: Class 8 contains 351752 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 13 contains 14999 members 
Mstep: Class 14 contains 14923 members 
Mstep: Class 15 contains 2600 members 
Mstep: Class 17 contains 748 members 
Mstep: Class 18 contains 16528 members 
Mstep: Class 20 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799404.000000 Penalty: 30561.902344
Iteration 150Q: 15 clusters Score -4.17994e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 18801 members 
Mstep: Class 3 contains 132482 members 
Mstep: Class 4 contains 18544 members 
Mstep: Class 5 contains 27167 members 
Mstep: Class 6 contains 51125 members 
Mstep: Class 8 contains 351962 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 13 contains 14992 members 
Mstep: Class 14 contains 14913 members 
Mstep: Class 15 contains 2601 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 16515 members 
Mstep: Class 20 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799360.000000 Penalty: 30561.902344
Iteration 151Q: 15 clusters Score -4.179936e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 18790 members 
Mstep: Class 3 contains 132389 members 
Mstep: Class 4 contains 18546 members 
Mstep: Class 5 contains 27130 members 
Mstep: Class 6 contains 51107 members 
Mstep: Class 8 contains 352158 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 13 contains 14984 members 
Mstep: Class 14 contains 14904 members 
Mstep: Class 15 contains 2600 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 16502 members 
Mstep: Class 20 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799340.000000 Penalty: 30561.902344
Iteration 152Q: 15 clusters Score -4.179934e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 18780 members 
Mstep: Class 3 contains 132303 members 
Mstep: Class 4 contains 18545 members 
Mstep: Class 5 contains 27095 members 
Mstep: Class 6 contains 51093 members 
Mstep: Class 8 contains 352354 members 
Mstep: Class 9 contains 8089 members 
Mstep: Class 13 contains 14978 members 
Mstep: Class 14 contains 14890 members 
Mstep: Class 15 contains 2598 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 16485 members 
Mstep: Class 20 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799476.000000 Penalty: 30561.902344
Iteration 153Q: 15 clusters Score -4.179948e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 18773 members 
Mstep: Class 3 contains 132225 members 
Mstep: Class 4 contains 18547 members 
Mstep: Class 5 contains 27058 members 
Mstep: Class 6 contains 51064 members 
Mstep: Class 8 contains 352543 members 
Mstep: Class 9 contains 8091 members 
Mstep: Class 13 contains 14976 members 
Mstep: Class 14 contains 14878 members 
Mstep: Class 15 contains 2597 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 16466 members 
Mstep: Class 20 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799468.000000 Penalty: 30561.902344
Iteration 154Q: 15 clusters Score -4.179947e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 18767 members 
Mstep: Class 3 contains 132140 members 
Mstep: Class 4 contains 18547 members 
Mstep: Class 5 contains 27022 members 
Mstep: Class 6 contains 51032 members 
Mstep: Class 8 contains 352736 members 
Mstep: Class 9 contains 8094 members 
Mstep: Class 13 contains 14976 members 
Mstep: Class 14 contains 14867 members 
Mstep: Class 15 contains 2597 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 16450 members 
Mstep: Class 20 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799488.000000 Penalty: 30561.902344
Iteration 155Q: 15 clusters Score -4.179949e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 18763 members 
Mstep: Class 3 contains 132042 members 
Mstep: Class 4 contains 18547 members 
Mstep: Class 5 contains 26984 members 
Mstep: Class 6 contains 51009 members 
Mstep: Class 8 contains 352922 members 
Mstep: Class 9 contains 8099 members 
Mstep: Class 13 contains 14973 members 
Mstep: Class 14 contains 14859 members 
Mstep: Class 15 contains 2597 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 16436 members 
Mstep: Class 20 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799468.000000 Penalty: 30561.902344
Iteration 156Q: 15 clusters Score -4.179947e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 18753 members 
Mstep: Class 3 contains 131950 members 
Mstep: Class 4 contains 18547 members 
Mstep: Class 5 contains 26947 members 
Mstep: Class 6 contains 50992 members 
Mstep: Class 8 contains 353098 members 
Mstep: Class 9 contains 8103 members 
Mstep: Class 13 contains 14967 members 
Mstep: Class 14 contains 14855 members 
Mstep: Class 15 contains 2597 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 16429 members 
Mstep: Class 20 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799508.000000 Penalty: 30561.902344
Iteration 157Q: 15 clusters Score -4.179951e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 18741 members 
Mstep: Class 3 contains 131875 members 
Mstep: Class 4 contains 18547 members 
Mstep: Class 5 contains 26913 members 
Mstep: Class 6 contains 50971 members 
Mstep: Class 8 contains 353269 members 
Mstep: Class 9 contains 8105 members 
Mstep: Class 13 contains 14960 members 
Mstep: Class 14 contains 14850 members 
Mstep: Class 15 contains 2597 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 16412 members 
Mstep: Class 20 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799440.000000 Penalty: 30561.902344
Iteration 158Q: 15 clusters Score -4.179944e+07 nChanged 165
Entering ConstructFrom: 
Score: -41799440.000000 Penalty: 30561.902344
Entering ConstructFrom: 
Trying to split cluster 1 (20965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Entering Unmasked Estep 
Score: -1327154.750000 Penalty: 1616.973999
	Iteration 0F: 2 clusters Score -1327155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1312888.625000 Penalty: 3233.947998
	Iteration 0F: 3 clusters Score -1312889 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1318815.750000 Penalty: 3233.947998
	Iteration 1F: 3 clusters Score -1318816 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1319821.000000 Penalty: 3233.947998
	Iteration 2F: 3 clusters Score -1319821 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1321042.750000 Penalty: 3233.947998
	Iteration 3F: 3 clusters Score -1321043 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1322325.375000 Penalty: 3233.947998
	Iteration 4F: 3 clusters Score -1322325 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1323586.000000 Penalty: 3233.947998
	Iteration 5F: 3 clusters Score -1323586 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1324640.500000 Penalty: 3233.947998
	Iteration 6F: 3 clusters Score -1324640 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1325462.500000 Penalty: 3233.947998
	Iteration 7Q: 3 clusters Score -1325462 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1325993.250000 Penalty: 3233.947998
	Iteration 8Q: 3 clusters Score -1325993 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1326351.625000 Penalty: 3233.947998
	Iteration 9Q: 3 clusters Score -1326352 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1326561.375000 Penalty: 3233.947998
	Iteration 10Q: 3 clusters Score -1326561 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1326698.375000 Penalty: 3233.947998
	Iteration 11Q: 3 clusters Score -1326698 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1326780.125000 Penalty: 3233.947998
	Iteration 12Q: 3 clusters Score -1326780 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1326827.750000 Penalty: 3233.947998
	Iteration 13Q: 3 clusters Score -1326828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1326855.500000 Penalty: 3233.947998
	Iteration 14Q: 3 clusters Score -1326856 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1326886.125000 Penalty: 3233.947998
	Iteration 15Q: 3 clusters Score -1326886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1326909.000000 Penalty: 3233.947998
	Iteration 16Q: 3 clusters Score -1326909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1326918.000000 Penalty: 3233.947998
	Iteration 17Q: 3 clusters Score -1326918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1326925.000000 Penalty: 3233.947998
	Iteration 18Q: 3 clusters Score -1326925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1326923.375000 Penalty: 3233.947998
	Iteration 19Q: 3 clusters Score -1326923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1326927.250000 Penalty: 3233.947998
	Iteration 20F: 3 clusters Score -1326927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1326927.625000 Penalty: 3233.947998
	Iteration 21Q: 3 clusters Score -1326928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1326932.125000 Penalty: 3233.947998
	Iteration 22Q: 3 clusters Score -1326932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1326933.000000 Penalty: 3233.947998
	Iteration 23Q: 3 clusters Score -1326933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1326934.875000 Penalty: 3233.947998
	Iteration 24Q: 3 clusters Score -1326935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1326935.375000 Penalty: 3233.947998
	Iteration 25Q: 3 clusters Score -1326935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1326935.375000 Penalty: 3233.947998
	Iteration 26F: 3 clusters Score -1326935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Entering Unmasked Estep 
Score: -1193849.375000 Penalty: 1598.612427
	Iteration 0F: 2 clusters Score -1193849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1181140.625000 Penalty: 3197.224854
	Iteration 0F: 3 clusters Score -1181141 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1186087.250000 Penalty: 3197.224854
	Iteration 1F: 3 clusters Score -1186087 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1187163.625000 Penalty: 3197.224854
	Iteration 2F: 3 clusters Score -1187164 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1188434.375000 Penalty: 3197.224854
	Iteration 3F: 3 clusters Score -1188434 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1189767.375000 Penalty: 3197.224854
	Iteration 4F: 3 clusters Score -1189767 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1190952.375000 Penalty: 3197.224854
	Iteration 5F: 3 clusters Score -1190952 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1191895.125000 Penalty: 3197.224854
	Iteration 6F: 3 clusters Score -1191895 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1192542.000000 Penalty: 3197.224854
	Iteration 7Q: 3 clusters Score -1192542 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1192923.500000 Penalty: 3197.224854
	Iteration 8Q: 3 clusters Score -1192924 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -1193232.375000 Penalty: 3197.224854
	Iteration 9Q: 3 clusters Score -1193232 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -1193456.000000 Penalty: 3197.224854
	Iteration 10Q: 3 clusters Score -1193456 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -1193597.750000 Penalty: 3197.224854
	Iteration 11Q: 3 clusters Score -1193598 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -1193672.250000 Penalty: 3197.224854
	Iteration 12Q: 3 clusters Score -1193672 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -1193731.375000 Penalty: 3197.224854
	Iteration 13Q: 3 clusters Score -1193731 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1193768.250000 Penalty: 3197.224854
	Iteration 14Q: 3 clusters Score -1193768 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -1193800.125000 Penalty: 3197.224854
	Iteration 15Q: 3 clusters Score -1193800 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -1193844.000000 Penalty: 3197.224854
	Iteration 16Q: 3 clusters Score -1193844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -1193876.125000 Penalty: 3197.224854
	Iteration 17Q: 3 clusters Score -1193876 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -1193900.250000 Penalty: 3197.224854
	Iteration 18Q: 3 clusters Score -1193900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -1193912.625000 Penalty: 3197.224854
	Iteration 19Q: 3 clusters Score -1193913 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -1193921.625000 Penalty: 3197.224854
	Iteration 20F: 3 clusters Score -1193922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -1193930.875000 Penalty: 3197.224854
	Iteration 21Q: 3 clusters Score -1193931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -1193938.125000 Penalty: 3197.224854
	Iteration 22Q: 3 clusters Score -1193938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -1193941.250000 Penalty: 3197.224854
	Iteration 23Q: 3 clusters Score -1193941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -1193942.875000 Penalty: 3197.224854
	Iteration 24Q: 3 clusters Score -1193943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -1193944.875000 Penalty: 3197.224854
	Iteration 25Q: 3 clusters Score -1193945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1193947.375000 Penalty: 3197.224854
	Iteration 26Q: 3 clusters Score -1193947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -1193950.250000 Penalty: 3197.224854
	Iteration 27Q: 3 clusters Score -1193950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -1193953.125000 Penalty: 3197.224854
	Iteration 28Q: 3 clusters Score -1193953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -1193953.625000 Penalty: 3197.224854
	Iteration 29Q: 3 clusters Score -1193954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -1193953.125000 Penalty: 3197.224854
	Iteration 30Q: 3 clusters Score -1193953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -1193953.125000 Penalty: 3197.224854
	Iteration 31F: 3 clusters Score -1193953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 825 members 
Mstep: Class 3 contains 131802 members 
Mstep: Class 4 contains 18548 members 
Mstep: Class 5 contains 26891 members 
Mstep: Class 6 contains 50963 members 
Mstep: Class 7 contains 17900 members 
Mstep: Class 8 contains 353413 members 
Mstep: Class 9 contains 8104 members 
Mstep: Class 13 contains 14956 members 
Mstep: Class 14 contains 14848 members 
Mstep: Class 15 contains 2596 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 20 contains 3729 members 
Entering Unmasked Estep 
Score: -41799016.000000 Penalty: 32744.896484
Splitting cluster 2 changes total score from -41799440.000000 to -41799016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (131802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131802 members 
Entering Unmasked Estep 
Score: -8438989.000000 Penalty: 1915.721558
	Iteration 0F: 2 clusters Score -8438989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 65978 members 
Entering Unmasked Estep 
Score: -8350623.500000 Penalty: 3831.443115
	Iteration 0F: 3 clusters Score -8350624 nChanged 63157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -8387201.500000 Penalty: 3831.443115
	Iteration 1F: 3 clusters Score -8387202 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 67333 members 
Entering Unmasked Estep 
Score: -8387842.000000 Penalty: 3831.443115
	Iteration 2Q: 3 clusters Score -8387842 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -8388472.000000 Penalty: 3831.443115
	Iteration 3Q: 3 clusters Score -8388472 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62765 members 
Mstep: Class 2 contains 69037 members 
Entering Unmasked Estep 
Score: -8389324.000000 Penalty: 3831.443115
	Iteration 4Q: 3 clusters Score -8389324 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61103 members 
Mstep: Class 2 contains 70699 members 
Entering Unmasked Estep 
Score: -8390537.000000 Penalty: 3831.443115
	Iteration 5Q: 3 clusters Score -8390537 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -8392203.000000 Penalty: 3831.443115
	Iteration 6Q: 3 clusters Score -8392203 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 76768 members 
Entering Unmasked Estep 
Score: -8394742.000000 Penalty: 3831.443115
	Iteration 7Q: 3 clusters Score -8394742 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 81638 members 
Entering Unmasked Estep 
Score: -8398519.000000 Penalty: 3831.443115
	Iteration 8F: 3 clusters Score -8398519 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 87852 members 
Entering Unmasked Estep 
Score: -8403929.000000 Penalty: 3831.443115
	Iteration 9F: 3 clusters Score -8403929 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 94618 members 
Entering Unmasked Estep 
Score: -8410731.000000 Penalty: 3831.443115
	Iteration 10F: 3 clusters Score -8410731 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 100568 members 
Entering Unmasked Estep 
Score: -8417395.000000 Penalty: 3831.443115
	Iteration 11F: 3 clusters Score -8417395 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 104914 members 
Entering Unmasked Estep 
Score: -8422548.000000 Penalty: 3831.443115
	Iteration 12F: 3 clusters Score -8422548 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 107722 members 
Entering Unmasked Estep 
Score: -8425862.000000 Penalty: 3831.443115
	Iteration 13Q: 3 clusters Score -8425862 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 109785 members 
Entering Unmasked Estep 
Score: -8427821.000000 Penalty: 3831.443115
	Iteration 14Q: 3 clusters Score -8427821 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 111642 members 
Entering Unmasked Estep 
Score: -8429258.000000 Penalty: 3831.443115
	Iteration 15Q: 3 clusters Score -8429258 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 113382 members 
Entering Unmasked Estep 
Score: -8430480.000000 Penalty: 3831.443115
	Iteration 16Q: 3 clusters Score -8430480 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 114972 members 
Entering Unmasked Estep 
Score: -8431568.000000 Penalty: 3831.443115
	Iteration 17Q: 3 clusters Score -8431568 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 116480 members 
Entering Unmasked Estep 
Score: -8432507.000000 Penalty: 3831.443115
	Iteration 18Q: 3 clusters Score -8432507 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 117738 members 
Entering Unmasked Estep 
Score: -8433300.000000 Penalty: 3831.443115
	Iteration 19Q: 3 clusters Score -8433300 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 118779 members 
Entering Unmasked Estep 
Score: -8433903.000000 Penalty: 3831.443115
	Iteration 20F: 3 clusters Score -8433903 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 119727 members 
Entering Unmasked Estep 
Score: -8434377.000000 Penalty: 3831.443115
	Iteration 21Q: 3 clusters Score -8434377 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 120579 members 
Entering Unmasked Estep 
Score: -8434729.000000 Penalty: 3831.443115
	Iteration 22Q: 3 clusters Score -8434729 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 121342 members 
Entering Unmasked Estep 
Score: -8435024.000000 Penalty: 3831.443115
	Iteration 23Q: 3 clusters Score -8435024 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 122008 members 
Entering Unmasked Estep 
Score: -8435243.000000 Penalty: 3831.443115
	Iteration 24Q: 3 clusters Score -8435243 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 122612 members 
Entering Unmasked Estep 
Score: -8435437.000000 Penalty: 3831.443115
	Iteration 25Q: 3 clusters Score -8435437 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 123169 members 
Entering Unmasked Estep 
Score: -8435619.000000 Penalty: 3831.443115
	Iteration 26Q: 3 clusters Score -8435619 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 123675 members 
Entering Unmasked Estep 
Score: -8435797.000000 Penalty: 3831.443115
	Iteration 27Q: 3 clusters Score -8435797 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 124160 members 
Entering Unmasked Estep 
Score: -8435973.000000 Penalty: 3831.443115
	Iteration 28Q: 3 clusters Score -8435973 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 124595 members 
Entering Unmasked Estep 
Score: -8436088.000000 Penalty: 3831.443115
	Iteration 29Q: 3 clusters Score -8436088 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 125000 members 
Entering Unmasked Estep 
Score: -8436145.000000 Penalty: 3831.443115
	Iteration 30Q: 3 clusters Score -8436145 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 125360 members 
Entering Unmasked Estep 
Score: -8436250.000000 Penalty: 3831.443115
	Iteration 31Q: 3 clusters Score -8436250 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 125704 members 
Entering Unmasked Estep 
Score: -8436360.000000 Penalty: 3831.443115
	Iteration 32Q: 3 clusters Score -8436360 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 126042 members 
Entering Unmasked Estep 
Score: -8436435.000000 Penalty: 3831.443115
	Iteration 33Q: 3 clusters Score -8436435 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 126357 members 
Entering Unmasked Estep 
Score: -8436537.000000 Penalty: 3831.443115
	Iteration 34Q: 3 clusters Score -8436537 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 126644 members 
Entering Unmasked Estep 
Score: -8436599.000000 Penalty: 3831.443115
	Iteration 35Q: 3 clusters Score -8436599 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 126895 members 
Entering Unmasked Estep 
Score: -8436647.000000 Penalty: 3831.443115
	Iteration 36Q: 3 clusters Score -8436647 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 127123 members 
Entering Unmasked Estep 
Score: -8436702.000000 Penalty: 3831.443115
	Iteration 37Q: 3 clusters Score -8436702 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 127333 members 
Entering Unmasked Estep 
Score: -8436745.000000 Penalty: 3831.443115
	Iteration 38Q: 3 clusters Score -8436745 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 127529 members 
Entering Unmasked Estep 
Score: -8436750.000000 Penalty: 3831.443115
	Iteration 39Q: 3 clusters Score -8436750 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 127693 members 
Entering Unmasked Estep 
Score: -8436797.000000 Penalty: 3831.443115
	Iteration 40F: 3 clusters Score -8436797 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 127854 members 
Entering Unmasked Estep 
Score: -8436843.000000 Penalty: 3831.443115
	Iteration 41Q: 3 clusters Score -8436843 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 128001 members 
Entering Unmasked Estep 
Score: -8436855.000000 Penalty: 3831.443115
	Iteration 42Q: 3 clusters Score -8436855 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 128151 members 
Entering Unmasked Estep 
Score: -8436867.000000 Penalty: 3831.443115
	Iteration 43Q: 3 clusters Score -8436867 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 128284 members 
Entering Unmasked Estep 
Score: -8436905.000000 Penalty: 3831.443115
	Iteration 44Q: 3 clusters Score -8436905 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 128392 members 
Entering Unmasked Estep 
Score: -8436931.000000 Penalty: 3831.443115
	Iteration 45Q: 3 clusters Score -8436931 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 128494 members 
Entering Unmasked Estep 
Score: -8436939.000000 Penalty: 3831.443115
	Iteration 46Q: 3 clusters Score -8436939 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 128591 members 
Entering Unmasked Estep 
Score: -8436961.000000 Penalty: 3831.443115
	Iteration 47Q: 3 clusters Score -8436961 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 128665 members 
Entering Unmasked Estep 
Score: -8436992.000000 Penalty: 3831.443115
	Iteration 48Q: 3 clusters Score -8436992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 128733 members 
Entering Unmasked Estep 
Score: -8437011.000000 Penalty: 3831.443115
	Iteration 49Q: 3 clusters Score -8437011 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 128793 members 
Entering Unmasked Estep 
Score: -8437024.000000 Penalty: 3831.443115
	Iteration 50Q: 3 clusters Score -8437024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 128849 members 
Entering Unmasked Estep 
Score: -8437040.000000 Penalty: 3831.443115
	Iteration 51Q: 3 clusters Score -8437040 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 128914 members 
Entering Unmasked Estep 
Score: -8437058.000000 Penalty: 3831.443115
	Iteration 52Q: 3 clusters Score -8437058 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 128968 members 
Entering Unmasked Estep 
Score: -8437065.000000 Penalty: 3831.443115
	Iteration 53Q: 3 clusters Score -8437065 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 129012 members 
Entering Unmasked Estep 
Score: -8437081.000000 Penalty: 3831.443115
	Iteration 54Q: 3 clusters Score -8437081 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 129056 members 
Entering Unmasked Estep 
Score: -8437093.000000 Penalty: 3831.443115
	Iteration 55Q: 3 clusters Score -8437093 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 129100 members 
Entering Unmasked Estep 
Score: -8437098.000000 Penalty: 3831.443115
	Iteration 56Q: 3 clusters Score -8437098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 129138 members 
Entering Unmasked Estep 
Score: -8437084.000000 Penalty: 3831.443115
	Iteration 57Q: 3 clusters Score -8437084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 129172 members 
Entering Unmasked Estep 
Score: -8437098.000000 Penalty: 3831.443115
	Iteration 58Q: 3 clusters Score -8437098 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 129216 members 
Entering Unmasked Estep 
Score: -8437102.000000 Penalty: 3831.443115
	Iteration 59Q: 3 clusters Score -8437102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 129251 members 
Entering Unmasked Estep 
Score: -8437104.000000 Penalty: 3831.443115
	Iteration 60F: 3 clusters Score -8437104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 129282 members 
Entering Unmasked Estep 
Score: -8437106.000000 Penalty: 3831.443115
	Iteration 61Q: 3 clusters Score -8437106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 129316 members 
Entering Unmasked Estep 
Score: -8437108.000000 Penalty: 3831.443115
	Iteration 62Q: 3 clusters Score -8437108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 129348 members 
Entering Unmasked Estep 
Score: -8437114.000000 Penalty: 3831.443115
	Iteration 63Q: 3 clusters Score -8437114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 129375 members 
Entering Unmasked Estep 
Score: -8437123.000000 Penalty: 3831.443115
	Iteration 64Q: 3 clusters Score -8437123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 129400 members 
Entering Unmasked Estep 
Score: -8437143.000000 Penalty: 3831.443115
	Iteration 65Q: 3 clusters Score -8437143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 129421 members 
Entering Unmasked Estep 
Score: -8437144.000000 Penalty: 3831.443115
	Iteration 66Q: 3 clusters Score -8437144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 129447 members 
Entering Unmasked Estep 
Score: -8437159.000000 Penalty: 3831.443115
	Iteration 67Q: 3 clusters Score -8437159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 129473 members 
Entering Unmasked Estep 
Score: -8437171.000000 Penalty: 3831.443115
	Iteration 68Q: 3 clusters Score -8437171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 129493 members 
Entering Unmasked Estep 
Score: -8437170.000000 Penalty: 3831.443115
	Iteration 69Q: 3 clusters Score -8437170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 129511 members 
Entering Unmasked Estep 
Score: -8437169.000000 Penalty: 3831.443115
	Iteration 70Q: 3 clusters Score -8437169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 129530 members 
Entering Unmasked Estep 
Score: -8437169.000000 Penalty: 3831.443115
	Iteration 71Q: 3 clusters Score -8437169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 129552 members 
Entering Unmasked Estep 
Score: -8437175.000000 Penalty: 3831.443115
	Iteration 72Q: 3 clusters Score -8437175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 129577 members 
Entering Unmasked Estep 
Score: -8437167.000000 Penalty: 3831.443115
	Iteration 73Q: 3 clusters Score -8437167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 129599 members 
Entering Unmasked Estep 
Score: -8437171.000000 Penalty: 3831.443115
	Iteration 74Q: 3 clusters Score -8437171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 129617 members 
Entering Unmasked Estep 
Score: -8437172.000000 Penalty: 3831.443115
	Iteration 75Q: 3 clusters Score -8437172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 129634 members 
Entering Unmasked Estep 
Score: -8437175.000000 Penalty: 3831.443115
	Iteration 76Q: 3 clusters Score -8437175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 129645 members 
Entering Unmasked Estep 
Score: -8437173.000000 Penalty: 3831.443115
	Iteration 77Q: 3 clusters Score -8437173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 129654 members 
Entering Unmasked Estep 
Score: -8437180.000000 Penalty: 3831.443115
	Iteration 78Q: 3 clusters Score -8437180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 129662 members 
Entering Unmasked Estep 
Score: -8437175.000000 Penalty: 3831.443115
	Iteration 79Q: 3 clusters Score -8437175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 129668 members 
Entering Unmasked Estep 
Score: -8437171.000000 Penalty: 3831.443115
	Iteration 80F: 3 clusters Score -8437171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 129670 members 
Entering Unmasked Estep 
Score: -8437167.000000 Penalty: 3831.443115
	Iteration 81Q: 3 clusters Score -8437167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 129673 members 
Entering Unmasked Estep 
Score: -8437171.000000 Penalty: 3831.443115
	Iteration 82Q: 3 clusters Score -8437171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 129674 members 
Entering Unmasked Estep 
Score: -8437176.000000 Penalty: 3831.443115
	Iteration 83Q: 3 clusters Score -8437176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 129675 members 
Entering Unmasked Estep 
Score: -8437173.000000 Penalty: 3831.443115
	Iteration 84Q: 3 clusters Score -8437173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 129676 members 
Entering Unmasked Estep 
Score: -8437172.000000 Penalty: 3831.443115
	Iteration 85Q: 3 clusters Score -8437172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 129677 members 
Entering Unmasked Estep 
Score: -8437174.000000 Penalty: 3831.443115
	Iteration 86Q: 3 clusters Score -8437174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 129677 members 
Entering Unmasked Estep 
Score: -8437174.000000 Penalty: 3831.443115
	Iteration 87F: 3 clusters Score -8437174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Entering Unmasked Estep 
Score: -1122376.000000 Penalty: 1597.069092
	Iteration 0F: 2 clusters Score -1122376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1109663.125000 Penalty: 3194.138184
	Iteration 0F: 3 clusters Score -1109663 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1114153.875000 Penalty: 3194.138184
	Iteration 1F: 3 clusters Score -1114154 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1114405.750000 Penalty: 3194.138184
	Iteration 2Q: 3 clusters Score -1114406 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1114620.750000 Penalty: 3194.138184
	Iteration 3Q: 3 clusters Score -1114621 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1114819.750000 Penalty: 3194.138184
	Iteration 4Q: 3 clusters Score -1114820 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1115012.000000 Penalty: 3194.138184
	Iteration 5Q: 3 clusters Score -1115012 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1115230.625000 Penalty: 3194.138184
	Iteration 6Q: 3 clusters Score -1115231 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1115504.875000 Penalty: 3194.138184
	Iteration 7Q: 3 clusters Score -1115505 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1115836.250000 Penalty: 3194.138184
	Iteration 8Q: 3 clusters Score -1115836 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1116280.375000 Penalty: 3194.138184
	Iteration 9Q: 3 clusters Score -1116280 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1116861.500000 Penalty: 3194.138184
	Iteration 10Q: 3 clusters Score -1116862 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1117584.625000 Penalty: 3194.138184
	Iteration 11Q: 3 clusters Score -1117585 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1118275.000000 Penalty: 3194.138184
	Iteration 12Q: 3 clusters Score -1118275 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1118872.250000 Penalty: 3194.138184
	Iteration 13Q: 3 clusters Score -1118872 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1119332.000000 Penalty: 3194.138184
	Iteration 14Q: 3 clusters Score -1119332 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1119700.000000 Penalty: 3194.138184
	Iteration 15Q: 3 clusters Score -1119700 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1119963.750000 Penalty: 3194.138184
	Iteration 16Q: 3 clusters Score -1119964 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1120190.250000 Penalty: 3194.138184
	Iteration 17Q: 3 clusters Score -1120190 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1120355.875000 Penalty: 3194.138184
	Iteration 18Q: 3 clusters Score -1120356 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1120485.250000 Penalty: 3194.138184
	Iteration 19Q: 3 clusters Score -1120485 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1120598.000000 Penalty: 3194.138184
	Iteration 20F: 3 clusters Score -1120598 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1120695.125000 Penalty: 3194.138184
	Iteration 21Q: 3 clusters Score -1120695 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1120763.125000 Penalty: 3194.138184
	Iteration 22Q: 3 clusters Score -1120763 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1120813.250000 Penalty: 3194.138184
	Iteration 23Q: 3 clusters Score -1120813 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1120863.375000 Penalty: 3194.138184
	Iteration 24Q: 3 clusters Score -1120863 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1120895.125000 Penalty: 3194.138184
	Iteration 25Q: 3 clusters Score -1120895 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1120918.250000 Penalty: 3194.138184
	Iteration 26Q: 3 clusters Score -1120918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1120935.375000 Penalty: 3194.138184
	Iteration 27Q: 3 clusters Score -1120935 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1120957.250000 Penalty: 3194.138184
	Iteration 28Q: 3 clusters Score -1120957 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1120982.000000 Penalty: 3194.138184
	Iteration 29Q: 3 clusters Score -1120982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1121002.750000 Penalty: 3194.138184
	Iteration 30Q: 3 clusters Score -1121003 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1121022.250000 Penalty: 3194.138184
	Iteration 31Q: 3 clusters Score -1121022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1121029.250000 Penalty: 3194.138184
	Iteration 32Q: 3 clusters Score -1121029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1121034.125000 Penalty: 3194.138184
	Iteration 33Q: 3 clusters Score -1121034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1121037.000000 Penalty: 3194.138184
	Iteration 34Q: 3 clusters Score -1121037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1121042.000000 Penalty: 3194.138184
	Iteration 35Q: 3 clusters Score -1121042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1121047.250000 Penalty: 3194.138184
	Iteration 36Q: 3 clusters Score -1121047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1121046.000000 Penalty: 3194.138184
	Iteration 37Q: 3 clusters Score -1121046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1121046.875000 Penalty: 3194.138184
	Iteration 38Q: 3 clusters Score -1121047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1121047.125000 Penalty: 3194.138184
	Iteration 39Q: 3 clusters Score -1121047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1121048.625000 Penalty: 3194.138184
	Iteration 40F: 3 clusters Score -1121049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1121050.250000 Penalty: 3194.138184
	Iteration 41Q: 3 clusters Score -1121050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1121050.125000 Penalty: 3194.138184
	Iteration 42Q: 3 clusters Score -1121050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1121050.125000 Penalty: 3194.138184
	Iteration 43Q: 3 clusters Score -1121050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1121049.625000 Penalty: 3194.138184
	Iteration 44Q: 3 clusters Score -1121050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1121051.875000 Penalty: 3194.138184
	Iteration 45Q: 3 clusters Score -1121052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1121053.875000 Penalty: 3194.138184
	Iteration 46Q: 3 clusters Score -1121054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1121060.125000 Penalty: 3194.138184
	Iteration 47Q: 3 clusters Score -1121060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1121061.125000 Penalty: 3194.138184
	Iteration 48Q: 3 clusters Score -1121061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1121064.875000 Penalty: 3194.138184
	Iteration 49Q: 3 clusters Score -1121065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1121066.125000 Penalty: 3194.138184
	Iteration 50Q: 3 clusters Score -1121066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1121065.500000 Penalty: 3194.138184
	Iteration 51Q: 3 clusters Score -1121066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1121065.500000 Penalty: 3194.138184
	Iteration 52F: 3 clusters Score -1121066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Entering Unmasked Estep 
Score: -1718428.250000 Penalty: 1657.426392
	Iteration 0F: 2 clusters Score -1718428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1700312.000000 Penalty: 3314.852783
	Iteration 0F: 3 clusters Score -1700312 nChanged 12255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1707112.000000 Penalty: 3314.852783
	Iteration 1F: 3 clusters Score -1707112 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1707548.625000 Penalty: 3314.852783
	Iteration 2Q: 3 clusters Score -1707549 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1708147.750000 Penalty: 3314.852783
	Iteration 3Q: 3 clusters Score -1708148 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1708970.750000 Penalty: 3314.852783
	Iteration 4F: 3 clusters Score -1708971 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1710113.000000 Penalty: 3314.852783
	Iteration 5F: 3 clusters Score -1710113 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1711599.250000 Penalty: 3314.852783
	Iteration 6F: 3 clusters Score -1711599 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1713178.000000 Penalty: 3314.852783
	Iteration 7F: 3 clusters Score -1713178 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1714556.875000 Penalty: 3314.852783
	Iteration 8F: 3 clusters Score -1714557 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1715666.625000 Penalty: 3314.852783
	Iteration 9Q: 3 clusters Score -1715667 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1716331.125000 Penalty: 3314.852783
	Iteration 10Q: 3 clusters Score -1716331 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1716597.875000 Penalty: 3314.852783
	Iteration 11Q: 3 clusters Score -1716598 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1716721.875000 Penalty: 3314.852783
	Iteration 12Q: 3 clusters Score -1716722 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1716795.875000 Penalty: 3314.852783
	Iteration 13Q: 3 clusters Score -1716796 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1716845.625000 Penalty: 3314.852783
	Iteration 14Q: 3 clusters Score -1716846 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1716892.375000 Penalty: 3314.852783
	Iteration 15Q: 3 clusters Score -1716892 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1716929.250000 Penalty: 3314.852783
	Iteration 16Q: 3 clusters Score -1716929 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1716954.500000 Penalty: 3314.852783
	Iteration 17Q: 3 clusters Score -1716954 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1716977.625000 Penalty: 3314.852783
	Iteration 18Q: 3 clusters Score -1716978 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1716997.625000 Penalty: 3314.852783
	Iteration 19Q: 3 clusters Score -1716998 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1717024.375000 Penalty: 3314.852783
	Iteration 20F: 3 clusters Score -1717024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1717040.500000 Penalty: 3314.852783
	Iteration 21Q: 3 clusters Score -1717040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1717045.750000 Penalty: 3314.852783
	Iteration 22Q: 3 clusters Score -1717046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1717056.125000 Penalty: 3314.852783
	Iteration 23Q: 3 clusters Score -1717056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1717074.375000 Penalty: 3314.852783
	Iteration 24Q: 3 clusters Score -1717074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1717079.250000 Penalty: 3314.852783
	Iteration 25Q: 3 clusters Score -1717079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1717089.750000 Penalty: 3314.852783
	Iteration 26Q: 3 clusters Score -1717090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1717101.125000 Penalty: 3314.852783
	Iteration 27Q: 3 clusters Score -1717101 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1717114.500000 Penalty: 3314.852783
	Iteration 28Q: 3 clusters Score -1717114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1717125.625000 Penalty: 3314.852783
	Iteration 29Q: 3 clusters Score -1717126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1717126.250000 Penalty: 3314.852783
	Iteration 30Q: 3 clusters Score -1717126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1717134.625000 Penalty: 3314.852783
	Iteration 31Q: 3 clusters Score -1717135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1717140.500000 Penalty: 3314.852783
	Iteration 32Q: 3 clusters Score -1717140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1717155.000000 Penalty: 3314.852783
	Iteration 33Q: 3 clusters Score -1717155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1717161.250000 Penalty: 3314.852783
	Iteration 34Q: 3 clusters Score -1717161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1717169.250000 Penalty: 3314.852783
	Iteration 35Q: 3 clusters Score -1717169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1717174.125000 Penalty: 3314.852783
	Iteration 36Q: 3 clusters Score -1717174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1717182.125000 Penalty: 3314.852783
	Iteration 37Q: 3 clusters Score -1717182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1717184.750000 Penalty: 3314.852783
	Iteration 38Q: 3 clusters Score -1717185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1717191.875000 Penalty: 3314.852783
	Iteration 39Q: 3 clusters Score -1717192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1717192.375000 Penalty: 3314.852783
	Iteration 40F: 3 clusters Score -1717192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1717192.375000 Penalty: 3314.852783
	Iteration 41Q: 3 clusters Score -1717192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1717192.750000 Penalty: 3314.852783
	Iteration 42Q: 3 clusters Score -1717193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1717201.000000 Penalty: 3314.852783
	Iteration 43Q: 3 clusters Score -1717201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1717206.875000 Penalty: 3314.852783
	Iteration 44Q: 3 clusters Score -1717207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1717209.000000 Penalty: 3314.852783
	Iteration 45Q: 3 clusters Score -1717209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1717216.250000 Penalty: 3314.852783
	Iteration 46Q: 3 clusters Score -1717216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1717225.500000 Penalty: 3314.852783
	Iteration 47Q: 3 clusters Score -1717226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1717225.750000 Penalty: 3314.852783
	Iteration 48Q: 3 clusters Score -1717226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1717227.125000 Penalty: 3314.852783
	Iteration 49Q: 3 clusters Score -1717227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1717228.000000 Penalty: 3314.852783
	Iteration 50Q: 3 clusters Score -1717228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1717230.375000 Penalty: 3314.852783
	Iteration 51Q: 3 clusters Score -1717230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1717231.875000 Penalty: 3314.852783
	Iteration 52Q: 3 clusters Score -1717232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1717232.375000 Penalty: 3314.852783
	Iteration 53Q: 3 clusters Score -1717232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1717239.250000 Penalty: 3314.852783
	Iteration 54Q: 3 clusters Score -1717239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1717241.125000 Penalty: 3314.852783
	Iteration 55Q: 3 clusters Score -1717241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1717242.125000 Penalty: 3314.852783
	Iteration 56Q: 3 clusters Score -1717242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1717247.625000 Penalty: 3314.852783
	Iteration 57Q: 3 clusters Score -1717248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1717247.625000 Penalty: 3314.852783
	Iteration 58Q: 3 clusters Score -1717248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1717245.625000 Penalty: 3314.852783
	Iteration 59Q: 3 clusters Score -1717246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1717244.250000 Penalty: 3314.852783
	Iteration 60F: 3 clusters Score -1717244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1717246.875000 Penalty: 3314.852783
	Iteration 61Q: 3 clusters Score -1717247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1717247.500000 Penalty: 3314.852783
	Iteration 62Q: 3 clusters Score -1717248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1717248.625000 Penalty: 3314.852783
	Iteration 63Q: 3 clusters Score -1717249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1717250.625000 Penalty: 3314.852783
	Iteration 64Q: 3 clusters Score -1717251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1717249.875000 Penalty: 3314.852783
	Iteration 65Q: 3 clusters Score -1717250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1717249.750000 Penalty: 3314.852783
	Iteration 66Q: 3 clusters Score -1717250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1717249.750000 Penalty: 3314.852783
	Iteration 67F: 3 clusters Score -1717250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Entering Unmasked Estep 
Score: -3272909.000000 Penalty: 1761.313843
	Iteration 0F: 2 clusters Score -3272909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -3238742.250000 Penalty: 3522.627686
	Iteration 0F: 3 clusters Score -3238742 nChanged 23965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -3252393.500000 Penalty: 3522.627686
	Iteration 1F: 3 clusters Score -3252394 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -3252842.500000 Penalty: 3522.627686
	Iteration 2Q: 3 clusters Score -3252842 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -3253252.500000 Penalty: 3522.627686
	Iteration 3Q: 3 clusters Score -3253252 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3253609.500000 Penalty: 3522.627686
	Iteration 4Q: 3 clusters Score -3253610 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -3253985.250000 Penalty: 3522.627686
	Iteration 5Q: 3 clusters Score -3253985 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3254389.750000 Penalty: 3522.627686
	Iteration 6Q: 3 clusters Score -3254390 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3254857.500000 Penalty: 3522.627686
	Iteration 7Q: 3 clusters Score -3254858 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3255453.250000 Penalty: 3522.627686
	Iteration 8Q: 3 clusters Score -3255453 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -3256255.000000 Penalty: 3522.627686
	Iteration 9Q: 3 clusters Score -3256255 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -3257329.000000 Penalty: 3522.627686
	Iteration 10Q: 3 clusters Score -3257329 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -3258790.500000 Penalty: 3522.627686
	Iteration 11Q: 3 clusters Score -3258790 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -3260681.250000 Penalty: 3522.627686
	Iteration 12F: 3 clusters Score -3260681 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -3262754.750000 Penalty: 3522.627686
	Iteration 13F: 3 clusters Score -3262755 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -3264532.500000 Penalty: 3522.627686
	Iteration 14F: 3 clusters Score -3264532 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3265461.500000 Penalty: 3522.627686
	Iteration 15Q: 3 clusters Score -3265462 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -3265875.500000 Penalty: 3522.627686
	Iteration 16Q: 3 clusters Score -3265876 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -3266080.250000 Penalty: 3522.627686
	Iteration 17Q: 3 clusters Score -3266080 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -3266246.750000 Penalty: 3522.627686
	Iteration 18Q: 3 clusters Score -3266247 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -3266390.500000 Penalty: 3522.627686
	Iteration 19Q: 3 clusters Score -3266390 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -3266494.500000 Penalty: 3522.627686
	Iteration 20F: 3 clusters Score -3266494 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -3266588.250000 Penalty: 3522.627686
	Iteration 21Q: 3 clusters Score -3266588 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -3266681.500000 Penalty: 3522.627686
	Iteration 22Q: 3 clusters Score -3266682 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -3266785.500000 Penalty: 3522.627686
	Iteration 23Q: 3 clusters Score -3266786 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -3266887.250000 Penalty: 3522.627686
	Iteration 24Q: 3 clusters Score -3266887 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -3266984.250000 Penalty: 3522.627686
	Iteration 25Q: 3 clusters Score -3266984 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -3267096.500000 Penalty: 3522.627686
	Iteration 26Q: 3 clusters Score -3267096 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -3267213.750000 Penalty: 3522.627686
	Iteration 27Q: 3 clusters Score -3267214 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -3267324.750000 Penalty: 3522.627686
	Iteration 28Q: 3 clusters Score -3267325 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -3267460.500000 Penalty: 3522.627686
	Iteration 29Q: 3 clusters Score -3267460 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -3267574.250000 Penalty: 3522.627686
	Iteration 30Q: 3 clusters Score -3267574 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -3267717.500000 Penalty: 3522.627686
	Iteration 31Q: 3 clusters Score -3267718 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -3267840.750000 Penalty: 3522.627686
	Iteration 32Q: 3 clusters Score -3267841 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -3267986.500000 Penalty: 3522.627686
	Iteration 33Q: 3 clusters Score -3267986 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -3268112.000000 Penalty: 3522.627686
	Iteration 34Q: 3 clusters Score -3268112 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -3268216.500000 Penalty: 3522.627686
	Iteration 35Q: 3 clusters Score -3268216 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -3268369.500000 Penalty: 3522.627686
	Iteration 36Q: 3 clusters Score -3268370 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -3268520.250000 Penalty: 3522.627686
	Iteration 37Q: 3 clusters Score -3268520 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -3268638.250000 Penalty: 3522.627686
	Iteration 38Q: 3 clusters Score -3268638 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -3268776.250000 Penalty: 3522.627686
	Iteration 39Q: 3 clusters Score -3268776 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -3268888.000000 Penalty: 3522.627686
	Iteration 40F: 3 clusters Score -3268888 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -3269023.000000 Penalty: 3522.627686
	Iteration 41Q: 3 clusters Score -3269023 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -3269143.000000 Penalty: 3522.627686
	Iteration 42Q: 3 clusters Score -3269143 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -3269239.750000 Penalty: 3522.627686
	Iteration 43Q: 3 clusters Score -3269240 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -3269339.750000 Penalty: 3522.627686
	Iteration 44Q: 3 clusters Score -3269340 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -3269431.750000 Penalty: 3522.627686
	Iteration 45Q: 3 clusters Score -3269432 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -3269536.750000 Penalty: 3522.627686
	Iteration 46Q: 3 clusters Score -3269537 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -3269627.000000 Penalty: 3522.627686
	Iteration 47Q: 3 clusters Score -3269627 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -3269697.500000 Penalty: 3522.627686
	Iteration 48Q: 3 clusters Score -3269698 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -3269786.000000 Penalty: 3522.627686
	Iteration 49Q: 3 clusters Score -3269786 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -3269895.250000 Penalty: 3522.627686
	Iteration 50Q: 3 clusters Score -3269895 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -3270000.000000 Penalty: 3522.627686
	Iteration 51Q: 3 clusters Score -3270000 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -3270120.500000 Penalty: 3522.627686
	Iteration 52Q: 3 clusters Score -3270120 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -3270217.750000 Penalty: 3522.627686
	Iteration 53Q: 3 clusters Score -3270218 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -3270324.500000 Penalty: 3522.627686
	Iteration 54Q: 3 clusters Score -3270324 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -3270418.750000 Penalty: 3522.627686
	Iteration 55Q: 3 clusters Score -3270419 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -3270524.000000 Penalty: 3522.627686
	Iteration 56Q: 3 clusters Score -3270524 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -3270603.000000 Penalty: 3522.627686
	Iteration 57Q: 3 clusters Score -3270603 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -3270696.000000 Penalty: 3522.627686
	Iteration 58Q: 3 clusters Score -3270696 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -3270782.750000 Penalty: 3522.627686
	Iteration 59Q: 3 clusters Score -3270783 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -3270843.000000 Penalty: 3522.627686
	Iteration 60F: 3 clusters Score -3270843 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 47592 members 
Entering Unmasked Estep 
Score: -3270912.000000 Penalty: 3522.627686
	Iteration 61Q: 3 clusters Score -3270912 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -3270974.250000 Penalty: 3522.627686
	Iteration 62Q: 3 clusters Score -3270974 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -3271027.000000 Penalty: 3522.627686
	Iteration 63Q: 3 clusters Score -3271027 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -3271086.000000 Penalty: 3522.627686
	Iteration 64Q: 3 clusters Score -3271086 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -3271141.000000 Penalty: 3522.627686
	Iteration 65Q: 3 clusters Score -3271141 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -3271196.500000 Penalty: 3522.627686
	Iteration 66Q: 3 clusters Score -3271196 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -3271246.250000 Penalty: 3522.627686
	Iteration 67Q: 3 clusters Score -3271246 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -3271283.250000 Penalty: 3522.627686
	Iteration 68Q: 3 clusters Score -3271283 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -3271315.250000 Penalty: 3522.627686
	Iteration 69Q: 3 clusters Score -3271315 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -3271330.750000 Penalty: 3522.627686
	Iteration 70Q: 3 clusters Score -3271331 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -3271362.000000 Penalty: 3522.627686
	Iteration 71Q: 3 clusters Score -3271362 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -3271383.750000 Penalty: 3522.627686
	Iteration 72Q: 3 clusters Score -3271384 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -3271397.750000 Penalty: 3522.627686
	Iteration 73Q: 3 clusters Score -3271398 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -3271422.250000 Penalty: 3522.627686
	Iteration 74Q: 3 clusters Score -3271422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -3271432.000000 Penalty: 3522.627686
	Iteration 75Q: 3 clusters Score -3271432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -3271438.250000 Penalty: 3522.627686
	Iteration 76Q: 3 clusters Score -3271438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -3271446.000000 Penalty: 3522.627686
	Iteration 77Q: 3 clusters Score -3271446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -3271449.500000 Penalty: 3522.627686
	Iteration 78Q: 3 clusters Score -3271450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -3271445.000000 Penalty: 3522.627686
	Iteration 79Q: 3 clusters Score -3271445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -3271445.750000 Penalty: 3522.627686
	Iteration 80F: 3 clusters Score -3271446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -3271447.250000 Penalty: 3522.627686
	Iteration 81Q: 3 clusters Score -3271447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -3271453.000000 Penalty: 3522.627686
	Iteration 82Q: 3 clusters Score -3271453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -3271452.250000 Penalty: 3522.627686
	Iteration 83Q: 3 clusters Score -3271452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -3271453.500000 Penalty: 3522.627686
	Iteration 84Q: 3 clusters Score -3271454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -3271457.250000 Penalty: 3522.627686
	Iteration 85Q: 3 clusters Score -3271457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -3271463.250000 Penalty: 3522.627686
	Iteration 86Q: 3 clusters Score -3271463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -3271475.000000 Penalty: 3522.627686
	Iteration 87Q: 3 clusters Score -3271475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -3271487.750000 Penalty: 3522.627686
	Iteration 88Q: 3 clusters Score -3271488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -3271492.500000 Penalty: 3522.627686
	Iteration 89Q: 3 clusters Score -3271492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -3271498.500000 Penalty: 3522.627686
	Iteration 90Q: 3 clusters Score -3271498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -3271505.000000 Penalty: 3522.627686
	Iteration 91Q: 3 clusters Score -3271505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -3271516.000000 Penalty: 3522.627686
	Iteration 92Q: 3 clusters Score -3271516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -3271528.750000 Penalty: 3522.627686
	Iteration 93Q: 3 clusters Score -3271529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -3271541.250000 Penalty: 3522.627686
	Iteration 94Q: 3 clusters Score -3271541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 49825 members 
Entering Unmasked Estep 
Score: -3271543.750000 Penalty: 3522.627686
	Iteration 95Q: 3 clusters Score -3271544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -3271555.750000 Penalty: 3522.627686
	Iteration 96Q: 3 clusters Score -3271556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -3271559.500000 Penalty: 3522.627686
	Iteration 97Q: 3 clusters Score -3271560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -3271568.250000 Penalty: 3522.627686
	Iteration 98Q: 3 clusters Score -3271568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -3271573.250000 Penalty: 3522.627686
	Iteration 99Q: 3 clusters Score -3271573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -3271570.500000 Penalty: 3522.627686
	Iteration 100F: 3 clusters Score -3271570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -3271578.250000 Penalty: 3522.627686
	Iteration 101Q: 3 clusters Score -3271578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -3271581.250000 Penalty: 3522.627686
	Iteration 102Q: 3 clusters Score -3271581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -3271583.000000 Penalty: 3522.627686
	Iteration 103Q: 3 clusters Score -3271583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -3271584.250000 Penalty: 3522.627686
	Iteration 104Q: 3 clusters Score -3271584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -3271583.750000 Penalty: 3522.627686
	Iteration 105Q: 3 clusters Score -3271584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -3271591.750000 Penalty: 3522.627686
	Iteration 106Q: 3 clusters Score -3271592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -3271591.250000 Penalty: 3522.627686
	Iteration 107Q: 3 clusters Score -3271591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -3271590.250000 Penalty: 3522.627686
	Iteration 108Q: 3 clusters Score -3271590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -3271591.000000 Penalty: 3522.627686
	Iteration 109Q: 3 clusters Score -3271591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -3271596.750000 Penalty: 3522.627686
	Iteration 110Q: 3 clusters Score -3271597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -3271593.000000 Penalty: 3522.627686
	Iteration 111Q: 3 clusters Score -3271593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -3271592.250000 Penalty: 3522.627686
	Iteration 112Q: 3 clusters Score -3271592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -3271592.500000 Penalty: 3522.627686
	Iteration 113Q: 3 clusters Score -3271592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -3271591.000000 Penalty: 3522.627686
	Iteration 114Q: 3 clusters Score -3271591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -3271591.000000 Penalty: 3522.627686
	Iteration 115Q: 3 clusters Score -3271591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -3271591.000000 Penalty: 3522.627686
	Iteration 116F: 3 clusters Score -3271591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (353413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353413 members 
Entering Unmasked Estep 
Score: -21944758.000000 Penalty: 2076.001221
	Iteration 0F: 2 clusters Score -2.194476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176034 members 
Mstep: Class 2 contains 177379 members 
Entering Unmasked Estep 
Score: -21706290.000000 Penalty: 4152.002441
	Iteration 0F: 3 clusters Score -2.170629e+07 nChanged 172817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155365 members 
Mstep: Class 2 contains 198048 members 
Entering Unmasked Estep 
Score: -21813498.000000 Penalty: 4152.002441
	Iteration 1F: 3 clusters Score -2.18135e+07 nChanged 14381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142984 members 
Mstep: Class 2 contains 210429 members 
Entering Unmasked Estep 
Score: -21819082.000000 Penalty: 4152.002441
	Iteration 2Q: 3 clusters Score -2.181908e+07 nChanged 19307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124615 members 
Mstep: Class 2 contains 228798 members 
Entering Unmasked Estep 
Score: -21829964.000000 Penalty: 4152.002441
	Iteration 3F: 3 clusters Score -2.182996e+07 nChanged 25555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99406 members 
Mstep: Class 2 contains 254007 members 
Entering Unmasked Estep 
Score: -21849342.000000 Penalty: 4152.002441
	Iteration 4F: 3 clusters Score -2.184934e+07 nChanged 29722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69764 members 
Mstep: Class 2 contains 283649 members 
Entering Unmasked Estep 
Score: -21875994.000000 Penalty: 4152.002441
	Iteration 5F: 3 clusters Score -2.187599e+07 nChanged 27689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 311322 members 
Entering Unmasked Estep 
Score: -21902870.000000 Penalty: 4152.002441
	Iteration 6F: 3 clusters Score -2.190287e+07 nChanged 19845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 331167 members 
Entering Unmasked Estep 
Score: -21922404.000000 Penalty: 4152.002441
	Iteration 7F: 3 clusters Score -2.19224e+07 nChanged 11999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 343166 members 
Entering Unmasked Estep 
Score: -21933832.000000 Penalty: 4152.002441
	Iteration 8Q: 3 clusters Score -2.193383e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 349377 members 
Entering Unmasked Estep 
Score: -21939350.000000 Penalty: 4152.002441
	Iteration 9Q: 3 clusters Score -2.193935e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 351941 members 
Entering Unmasked Estep 
Score: -21941656.000000 Penalty: 4152.002441
	Iteration 10Q: 3 clusters Score -2.194166e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 352816 members 
Entering Unmasked Estep 
Score: -21942420.000000 Penalty: 4152.002441
	Iteration 11Q: 3 clusters Score -2.194242e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 353066 members 
Entering Unmasked Estep 
Score: -21942662.000000 Penalty: 4152.002441
	Iteration 12Q: 3 clusters Score -2.194266e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 353158 members 
Entering Unmasked Estep 
Score: -21942768.000000 Penalty: 4152.002441
	Iteration 13Q: 3 clusters Score -2.194277e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 353194 members 
Entering Unmasked Estep 
Score: -21942810.000000 Penalty: 4152.002441
	Iteration 14Q: 3 clusters Score -2.194281e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 353208 members 
Entering Unmasked Estep 
Score: -21942840.000000 Penalty: 4152.002441
	Iteration 15Q: 3 clusters Score -2.194284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 353217 members 
Entering Unmasked Estep 
Score: -21942878.000000 Penalty: 4152.002441
	Iteration 16Q: 3 clusters Score -2.194288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 353225 members 
Entering Unmasked Estep 
Score: -21942884.000000 Penalty: 4152.002441
	Iteration 17Q: 3 clusters Score -2.194288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 353230 members 
Entering Unmasked Estep 
Score: -21942884.000000 Penalty: 4152.002441
	Iteration 18Q: 3 clusters Score -2.194288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 353235 members 
Entering Unmasked Estep 
Score: -21942908.000000 Penalty: 4152.002441
	Iteration 19Q: 3 clusters Score -2.194291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 353239 members 
Entering Unmasked Estep 
Score: -21942916.000000 Penalty: 4152.002441
	Iteration 20F: 3 clusters Score -2.194292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 353244 members 
Entering Unmasked Estep 
Score: -21942926.000000 Penalty: 4152.002441
	Iteration 21Q: 3 clusters Score -2.194293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 353246 members 
Entering Unmasked Estep 
Score: -21942932.000000 Penalty: 4152.002441
	Iteration 22Q: 3 clusters Score -2.194293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 353251 members 
Entering Unmasked Estep 
Score: -21942936.000000 Penalty: 4152.002441
	Iteration 23Q: 3 clusters Score -2.194294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 353251 members 
Entering Unmasked Estep 
Score: -21942952.000000 Penalty: 4152.002441
	Iteration 24Q: 3 clusters Score -2.194295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 353253 members 
Entering Unmasked Estep 
Score: -21942950.000000 Penalty: 4152.002441
	Iteration 25Q: 3 clusters Score -2.194295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 353253 members 
Entering Unmasked Estep 
Score: -21942950.000000 Penalty: 4152.002441
	Iteration 26F: 3 clusters Score -2.194295e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Entering Unmasked Estep 
Score: -511207.562500 Penalty: 1462.518433
	Iteration 0F: 2 clusters Score -511207.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -505323.312500 Penalty: 2925.036865
	Iteration 0F: 3 clusters Score -505323.3 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -507144.406250 Penalty: 2925.036865
	Iteration 1F: 3 clusters Score -507144.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -507347.187500 Penalty: 2925.036865
	Iteration 2F: 3 clusters Score -507347.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -507542.937500 Penalty: 2925.036865
	Iteration 3Q: 3 clusters Score -507542.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -507807.875000 Penalty: 2925.036865
	Iteration 4Q: 3 clusters Score -507807.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -508180.937500 Penalty: 2925.036865
	Iteration 5Q: 3 clusters Score -508180.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -508659.093750 Penalty: 2925.036865
	Iteration 6F: 3 clusters Score -508659.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -509239.250000 Penalty: 2925.036865
	Iteration 7F: 3 clusters Score -509239.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -509842.968750 Penalty: 2925.036865
	Iteration 8F: 3 clusters Score -509843 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -510347.562500 Penalty: 2925.036865
	Iteration 9F: 3 clusters Score -510347.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -510698.218750 Penalty: 2925.036865
	Iteration 10Q: 3 clusters Score -510698.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -510909.843750 Penalty: 2925.036865
	Iteration 11Q: 3 clusters Score -510909.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -510984.593750 Penalty: 2925.036865
	Iteration 12Q: 3 clusters Score -510984.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -511014.031250 Penalty: 2925.036865
	Iteration 13Q: 3 clusters Score -511014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -511025.500000 Penalty: 2925.036865
	Iteration 14Q: 3 clusters Score -511025.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -511029.718750 Penalty: 2925.036865
	Iteration 15Q: 3 clusters Score -511029.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -511033.625000 Penalty: 2925.036865
	Iteration 16Q: 3 clusters Score -511033.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -511037.000000 Penalty: 2925.036865
	Iteration 17Q: 3 clusters Score -511037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -511038.968750 Penalty: 2925.036865
	Iteration 18Q: 3 clusters Score -511039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -511040.343750 Penalty: 2925.036865
	Iteration 19Q: 3 clusters Score -511040.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -511043.906250 Penalty: 2925.036865
	Iteration 20F: 3 clusters Score -511043.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -511045.281250 Penalty: 2925.036865
	Iteration 21Q: 3 clusters Score -511045.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -511047.312500 Penalty: 2925.036865
	Iteration 22Q: 3 clusters Score -511047.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -511048.625000 Penalty: 2925.036865
	Iteration 23Q: 3 clusters Score -511048.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -511048.843750 Penalty: 2925.036865
	Iteration 24Q: 3 clusters Score -511048.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -511051.062500 Penalty: 2925.036865
	Iteration 25Q: 3 clusters Score -511051.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -511052.500000 Penalty: 2925.036865
	Iteration 26Q: 3 clusters Score -511052.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -511054.750000 Penalty: 2925.036865
	Iteration 27Q: 3 clusters Score -511054.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -511054.906250 Penalty: 2925.036865
	Iteration 28Q: 3 clusters Score -511054.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -511055.187500 Penalty: 2925.036865
	Iteration 29Q: 3 clusters Score -511055.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -511056.625000 Penalty: 2925.036865
	Iteration 30Q: 3 clusters Score -511056.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -511057.781250 Penalty: 2925.036865
	Iteration 31Q: 3 clusters Score -511057.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -511056.968750 Penalty: 2925.036865
	Iteration 32Q: 3 clusters Score -511057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -511056.812500 Penalty: 2925.036865
	Iteration 33Q: 3 clusters Score -511056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -511057.968750 Penalty: 2925.036865
	Iteration 34Q: 3 clusters Score -511058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -511058.531250 Penalty: 2925.036865
	Iteration 35Q: 3 clusters Score -511058.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -511059.218750 Penalty: 2925.036865
	Iteration 36Q: 3 clusters Score -511059.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -511058.937500 Penalty: 2925.036865
	Iteration 37Q: 3 clusters Score -511058.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -511059.250000 Penalty: 2925.036865
	Iteration 38Q: 3 clusters Score -511059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -511059.187500 Penalty: 2925.036865
	Iteration 39Q: 3 clusters Score -511059.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -511059.187500 Penalty: 2925.036865
	Iteration 40F: 3 clusters Score -511059.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Entering Unmasked Estep 
Score: -965973.750000 Penalty: 1562.091064
	Iteration 0F: 2 clusters Score -965973.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -955727.250000 Penalty: 3124.182129
	Iteration 0F: 3 clusters Score -955727.2 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -959370.562500 Penalty: 3124.182129
	Iteration 1F: 3 clusters Score -959370.6 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -960120.750000 Penalty: 3124.182129
	Iteration 2F: 3 clusters Score -960120.8 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -961098.250000 Penalty: 3124.182129
	Iteration 3F: 3 clusters Score -961098.2 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -962270.687500 Penalty: 3124.182129
	Iteration 4F: 3 clusters Score -962270.7 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -963496.687500 Penalty: 3124.182129
	Iteration 5F: 3 clusters Score -963496.7 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -964431.687500 Penalty: 3124.182129
	Iteration 6F: 3 clusters Score -964431.7 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -964886.687500 Penalty: 3124.182129
	Iteration 7Q: 3 clusters Score -964886.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -965036.000000 Penalty: 3124.182129
	Iteration 8Q: 3 clusters Score -965036 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -965080.125000 Penalty: 3124.182129
	Iteration 9Q: 3 clusters Score -965080.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -965098.437500 Penalty: 3124.182129
	Iteration 10Q: 3 clusters Score -965098.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -965108.250000 Penalty: 3124.182129
	Iteration 11Q: 3 clusters Score -965108.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -965115.437500 Penalty: 3124.182129
	Iteration 12Q: 3 clusters Score -965115.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -965120.750000 Penalty: 3124.182129
	Iteration 13Q: 3 clusters Score -965120.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -965128.437500 Penalty: 3124.182129
	Iteration 14Q: 3 clusters Score -965128.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -965132.437500 Penalty: 3124.182129
	Iteration 15Q: 3 clusters Score -965132.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -965142.437500 Penalty: 3124.182129
	Iteration 16Q: 3 clusters Score -965142.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -965145.125000 Penalty: 3124.182129
	Iteration 17Q: 3 clusters Score -965145.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -965150.312500 Penalty: 3124.182129
	Iteration 18Q: 3 clusters Score -965150.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -965154.875000 Penalty: 3124.182129
	Iteration 19Q: 3 clusters Score -965154.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -965158.187500 Penalty: 3124.182129
	Iteration 20F: 3 clusters Score -965158.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -965161.312500 Penalty: 3124.182129
	Iteration 21Q: 3 clusters Score -965161.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -965166.437500 Penalty: 3124.182129
	Iteration 22Q: 3 clusters Score -965166.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -965176.000000 Penalty: 3124.182129
	Iteration 23Q: 3 clusters Score -965176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -965178.937500 Penalty: 3124.182129
	Iteration 24Q: 3 clusters Score -965178.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -965184.625000 Penalty: 3124.182129
	Iteration 25Q: 3 clusters Score -965184.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -965186.437500 Penalty: 3124.182129
	Iteration 26Q: 3 clusters Score -965186.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -965187.500000 Penalty: 3124.182129
	Iteration 27Q: 3 clusters Score -965187.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -965188.375000 Penalty: 3124.182129
	Iteration 28Q: 3 clusters Score -965188.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -965192.312500 Penalty: 3124.182129
	Iteration 29Q: 3 clusters Score -965192.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -965193.125000 Penalty: 3124.182129
	Iteration 30Q: 3 clusters Score -965193.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -965196.312500 Penalty: 3124.182129
	Iteration 31Q: 3 clusters Score -965196.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -965199.062500 Penalty: 3124.182129
	Iteration 32Q: 3 clusters Score -965199.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -965198.625000 Penalty: 3124.182129
	Iteration 33Q: 3 clusters Score -965198.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -965201.750000 Penalty: 3124.182129
	Iteration 34Q: 3 clusters Score -965201.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -965204.250000 Penalty: 3124.182129
	Iteration 35Q: 3 clusters Score -965204.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -965203.937500 Penalty: 3124.182129
	Iteration 36Q: 3 clusters Score -965203.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -965206.250000 Penalty: 3124.182129
	Iteration 37Q: 3 clusters Score -965206.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -965208.875000 Penalty: 3124.182129
	Iteration 38Q: 3 clusters Score -965208.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -965207.437500 Penalty: 3124.182129
	Iteration 39Q: 3 clusters Score -965207.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -965210.062500 Penalty: 3124.182129
	Iteration 40F: 3 clusters Score -965210.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -965212.625000 Penalty: 3124.182129
	Iteration 41Q: 3 clusters Score -965212.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -965212.562500 Penalty: 3124.182129
	Iteration 42Q: 3 clusters Score -965212.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -965216.437500 Penalty: 3124.182129
	Iteration 43Q: 3 clusters Score -965216.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -965218.250000 Penalty: 3124.182129
	Iteration 44Q: 3 clusters Score -965218.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -965224.062500 Penalty: 3124.182129
	Iteration 45Q: 3 clusters Score -965224.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -965228.750000 Penalty: 3124.182129
	Iteration 46Q: 3 clusters Score -965228.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -965232.000000 Penalty: 3124.182129
	Iteration 47Q: 3 clusters Score -965232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -965231.875000 Penalty: 3124.182129
	Iteration 48Q: 3 clusters Score -965231.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -965233.812500 Penalty: 3124.182129
	Iteration 49Q: 3 clusters Score -965233.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -965237.375000 Penalty: 3124.182129
	Iteration 50Q: 3 clusters Score -965237.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -965239.937500 Penalty: 3124.182129
	Iteration 51Q: 3 clusters Score -965239.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -965240.937500 Penalty: 3124.182129
	Iteration 52Q: 3 clusters Score -965240.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -965241.500000 Penalty: 3124.182129
	Iteration 53Q: 3 clusters Score -965241.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -965243.500000 Penalty: 3124.182129
	Iteration 54Q: 3 clusters Score -965243.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -965243.125000 Penalty: 3124.182129
	Iteration 55Q: 3 clusters Score -965243.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -965242.750000 Penalty: 3124.182129
	Iteration 56Q: 3 clusters Score -965242.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -965243.687500 Penalty: 3124.182129
	Iteration 57Q: 3 clusters Score -965243.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -965244.125000 Penalty: 3124.182129
	Iteration 58Q: 3 clusters Score -965244.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -965244.125000 Penalty: 3124.182129
	Iteration 59F: 3 clusters Score -965244.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Entering Unmasked Estep 
Score: -963380.750000 Penalty: 1560.913330
	Iteration 0F: 2 clusters Score -963380.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -953083.250000 Penalty: 3121.826660
	Iteration 0F: 3 clusters Score -953083.2 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -956522.187500 Penalty: 3121.826660
	Iteration 1F: 3 clusters Score -956522.2 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -956788.000000 Penalty: 3121.826660
	Iteration 2F: 3 clusters Score -956788 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -956971.250000 Penalty: 3121.826660
	Iteration 3Q: 3 clusters Score -956971.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -957121.250000 Penalty: 3121.826660
	Iteration 4Q: 3 clusters Score -957121.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -957251.875000 Penalty: 3121.826660
	Iteration 5Q: 3 clusters Score -957251.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -957399.250000 Penalty: 3121.826660
	Iteration 6Q: 3 clusters Score -957399.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -957573.000000 Penalty: 3121.826660
	Iteration 7Q: 3 clusters Score -957573 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -957807.312500 Penalty: 3121.826660
	Iteration 8Q: 3 clusters Score -957807.3 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -958142.687500 Penalty: 3121.826660
	Iteration 9Q: 3 clusters Score -958142.7 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -958625.000000 Penalty: 3121.826660
	Iteration 10F: 3 clusters Score -958625 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -959302.312500 Penalty: 3121.826660
	Iteration 11F: 3 clusters Score -959302.3 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -960072.375000 Penalty: 3121.826660
	Iteration 12F: 3 clusters Score -960072.4 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -960812.250000 Penalty: 3121.826660
	Iteration 13F: 3 clusters Score -960812.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -961348.750000 Penalty: 3121.826660
	Iteration 14Q: 3 clusters Score -961348.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -961682.250000 Penalty: 3121.826660
	Iteration 15Q: 3 clusters Score -961682.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -961878.625000 Penalty: 3121.826660
	Iteration 16Q: 3 clusters Score -961878.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -961988.812500 Penalty: 3121.826660
	Iteration 17Q: 3 clusters Score -961988.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -962040.125000 Penalty: 3121.826660
	Iteration 18Q: 3 clusters Score -962040.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -962083.562500 Penalty: 3121.826660
	Iteration 19Q: 3 clusters Score -962083.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -962109.562500 Penalty: 3121.826660
	Iteration 20F: 3 clusters Score -962109.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -962135.750000 Penalty: 3121.826660
	Iteration 21Q: 3 clusters Score -962135.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -962147.937500 Penalty: 3121.826660
	Iteration 22Q: 3 clusters Score -962147.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -962158.000000 Penalty: 3121.826660
	Iteration 23Q: 3 clusters Score -962158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -962161.875000 Penalty: 3121.826660
	Iteration 24Q: 3 clusters Score -962161.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -962168.000000 Penalty: 3121.826660
	Iteration 25Q: 3 clusters Score -962168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -962174.187500 Penalty: 3121.826660
	Iteration 26Q: 3 clusters Score -962174.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -962181.125000 Penalty: 3121.826660
	Iteration 27Q: 3 clusters Score -962181.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -962186.000000 Penalty: 3121.826660
	Iteration 28Q: 3 clusters Score -962186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -962187.875000 Penalty: 3121.826660
	Iteration 29Q: 3 clusters Score -962187.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -962188.437500 Penalty: 3121.826660
	Iteration 30Q: 3 clusters Score -962188.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -962187.250000 Penalty: 3121.826660
	Iteration 31Q: 3 clusters Score -962187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -962188.687500 Penalty: 3121.826660
	Iteration 32Q: 3 clusters Score -962188.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -962189.437500 Penalty: 3121.826660
	Iteration 33Q: 3 clusters Score -962189.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -962189.875000 Penalty: 3121.826660
	Iteration 34Q: 3 clusters Score -962189.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -962189.875000 Penalty: 3121.826660
	Iteration 35F: 3 clusters Score -962189.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Entering Unmasked Estep 
Score: -167081.859375 Penalty: 1277.530640
	Iteration 0F: 2 clusters Score -167081.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -164610.437500 Penalty: 2555.061279
	Iteration 0F: 3 clusters Score -164610.4 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -165129.656250 Penalty: 2555.061279
	Iteration 1F: 3 clusters Score -165129.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -165244.015625 Penalty: 2555.061279
	Iteration 2F: 3 clusters Score -165244 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -165305.015625 Penalty: 2555.061279
	Iteration 3Q: 3 clusters Score -165305 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -165355.015625 Penalty: 2555.061279
	Iteration 4Q: 3 clusters Score -165355 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -165401.343750 Penalty: 2555.061279
	Iteration 5Q: 3 clusters Score -165401.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -165434.796875 Penalty: 2555.061279
	Iteration 6Q: 3 clusters Score -165434.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -165467.984375 Penalty: 2555.061279
	Iteration 7Q: 3 clusters Score -165468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -165499.109375 Penalty: 2555.061279
	Iteration 8Q: 3 clusters Score -165499.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -165524.484375 Penalty: 2555.061279
	Iteration 9Q: 3 clusters Score -165524.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -165546.734375 Penalty: 2555.061279
	Iteration 10Q: 3 clusters Score -165546.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -165567.484375 Penalty: 2555.061279
	Iteration 11Q: 3 clusters Score -165567.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -165588.687500 Penalty: 2555.061279
	Iteration 12Q: 3 clusters Score -165588.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -165613.468750 Penalty: 2555.061279
	Iteration 13Q: 3 clusters Score -165613.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -165634.578125 Penalty: 2555.061279
	Iteration 14Q: 3 clusters Score -165634.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -165653.421875 Penalty: 2555.061279
	Iteration 15Q: 3 clusters Score -165653.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -165675.437500 Penalty: 2555.061279
	Iteration 16Q: 3 clusters Score -165675.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -165697.890625 Penalty: 2555.061279
	Iteration 17Q: 3 clusters Score -165697.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -165708.343750 Penalty: 2555.061279
	Iteration 18Q: 3 clusters Score -165708.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -165716.750000 Penalty: 2555.061279
	Iteration 19Q: 3 clusters Score -165716.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -165723.937500 Penalty: 2555.061279
	Iteration 20F: 3 clusters Score -165723.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -165729.140625 Penalty: 2555.061279
	Iteration 21Q: 3 clusters Score -165729.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -165736.656250 Penalty: 2555.061279
	Iteration 22Q: 3 clusters Score -165736.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -165740.078125 Penalty: 2555.061279
	Iteration 23Q: 3 clusters Score -165740.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -165744.140625 Penalty: 2555.061279
	Iteration 24Q: 3 clusters Score -165744.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -165747.890625 Penalty: 2555.061279
	Iteration 25Q: 3 clusters Score -165747.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -165753.265625 Penalty: 2555.061279
	Iteration 26Q: 3 clusters Score -165753.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -165758.546875 Penalty: 2555.061279
	Iteration 27Q: 3 clusters Score -165758.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -165762.796875 Penalty: 2555.061279
	Iteration 28Q: 3 clusters Score -165762.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -165766.890625 Penalty: 2555.061279
	Iteration 29Q: 3 clusters Score -165766.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -165772.078125 Penalty: 2555.061279
	Iteration 30Q: 3 clusters Score -165772.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -165774.515625 Penalty: 2555.061279
	Iteration 31Q: 3 clusters Score -165774.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -165777.218750 Penalty: 2555.061279
	Iteration 32Q: 3 clusters Score -165777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -165778.171875 Penalty: 2555.061279
	Iteration 33Q: 3 clusters Score -165778.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -165778.171875 Penalty: 2555.061279
	Iteration 34F: 3 clusters Score -165778.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -47036.468750 Penalty: 1074.892944
	Iteration 0F: 2 clusters Score -47036.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -45767.808594 Penalty: 2149.785889
	Iteration 0F: 3 clusters Score -45767.81 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -45969.320312 Penalty: 2149.785889
	Iteration 1F: 3 clusters Score -45969.32 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -46031.460938 Penalty: 2149.785889
	Iteration 2F: 3 clusters Score -46031.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -46061.246094 Penalty: 2149.785889
	Iteration 3Q: 3 clusters Score -46061.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -46069.242188 Penalty: 2149.785889
	Iteration 4Q: 3 clusters Score -46069.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -46071.980469 Penalty: 2149.785889
	Iteration 5Q: 3 clusters Score -46071.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -46076.308594 Penalty: 2149.785889
	Iteration 6Q: 3 clusters Score -46076.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -46079.363281 Penalty: 2149.785889
	Iteration 7Q: 3 clusters Score -46079.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -46080.929688 Penalty: 2149.785889
	Iteration 8Q: 3 clusters Score -46080.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -46081.843750 Penalty: 2149.785889
	Iteration 9Q: 3 clusters Score -46081.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -46082.261719 Penalty: 2149.785889
	Iteration 10Q: 3 clusters Score -46082.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -46083.843750 Penalty: 2149.785889
	Iteration 11Q: 3 clusters Score -46083.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -46083.843750 Penalty: 2149.785889
	Iteration 12F: 3 clusters Score -46083.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Entering Unmasked Estep 
Score: -1050237.875000 Penalty: 1577.098145
	Iteration 0F: 2 clusters Score -1050238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1038882.250000 Penalty: 3154.196289
	Iteration 0F: 3 clusters Score -1038882 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1042681.625000 Penalty: 3154.196289
	Iteration 1F: 3 clusters Score -1042682 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1042939.687500 Penalty: 3154.196289
	Iteration 2Q: 3 clusters Score -1042940 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1043156.937500 Penalty: 3154.196289
	Iteration 3Q: 3 clusters Score -1043157 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1043369.500000 Penalty: 3154.196289
	Iteration 4Q: 3 clusters Score -1043370 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1043600.187500 Penalty: 3154.196289
	Iteration 5Q: 3 clusters Score -1043600 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1043854.937500 Penalty: 3154.196289
	Iteration 6Q: 3 clusters Score -1043855 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1044146.687500 Penalty: 3154.196289
	Iteration 7Q: 3 clusters Score -1044147 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1044537.625000 Penalty: 3154.196289
	Iteration 8Q: 3 clusters Score -1044538 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1045047.625000 Penalty: 3154.196289
	Iteration 9Q: 3 clusters Score -1045048 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1045617.625000 Penalty: 3154.196289
	Iteration 10Q: 3 clusters Score -1045618 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1046177.250000 Penalty: 3154.196289
	Iteration 11Q: 3 clusters Score -1046177 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1046608.625000 Penalty: 3154.196289
	Iteration 12Q: 3 clusters Score -1046609 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1046881.000000 Penalty: 3154.196289
	Iteration 13Q: 3 clusters Score -1046881 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1047101.187500 Penalty: 3154.196289
	Iteration 14Q: 3 clusters Score -1047101 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1047327.937500 Penalty: 3154.196289
	Iteration 15Q: 3 clusters Score -1047328 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1047549.562500 Penalty: 3154.196289
	Iteration 16Q: 3 clusters Score -1047550 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1047738.250000 Penalty: 3154.196289
	Iteration 17Q: 3 clusters Score -1047738 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1047913.062500 Penalty: 3154.196289
	Iteration 18Q: 3 clusters Score -1047913 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1048076.250000 Penalty: 3154.196289
	Iteration 19Q: 3 clusters Score -1048076 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1048204.625000 Penalty: 3154.196289
	Iteration 20F: 3 clusters Score -1048205 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1048301.750000 Penalty: 3154.196289
	Iteration 21Q: 3 clusters Score -1048302 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1048386.750000 Penalty: 3154.196289
	Iteration 22Q: 3 clusters Score -1048387 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1048453.062500 Penalty: 3154.196289
	Iteration 23Q: 3 clusters Score -1048453 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1048518.437500 Penalty: 3154.196289
	Iteration 24Q: 3 clusters Score -1048518 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1048568.937500 Penalty: 3154.196289
	Iteration 25Q: 3 clusters Score -1048569 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1048612.250000 Penalty: 3154.196289
	Iteration 26Q: 3 clusters Score -1048612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1048658.000000 Penalty: 3154.196289
	Iteration 27Q: 3 clusters Score -1048658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1048703.125000 Penalty: 3154.196289
	Iteration 28Q: 3 clusters Score -1048703 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1048734.375000 Penalty: 3154.196289
	Iteration 29Q: 3 clusters Score -1048734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1048760.000000 Penalty: 3154.196289
	Iteration 30Q: 3 clusters Score -1048760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1048776.375000 Penalty: 3154.196289
	Iteration 31Q: 3 clusters Score -1048776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1048791.250000 Penalty: 3154.196289
	Iteration 32Q: 3 clusters Score -1048791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1048801.750000 Penalty: 3154.196289
	Iteration 33Q: 3 clusters Score -1048802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1048811.625000 Penalty: 3154.196289
	Iteration 34Q: 3 clusters Score -1048812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1048826.875000 Penalty: 3154.196289
	Iteration 35Q: 3 clusters Score -1048827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1048840.750000 Penalty: 3154.196289
	Iteration 36Q: 3 clusters Score -1048841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1048841.500000 Penalty: 3154.196289
	Iteration 37Q: 3 clusters Score -1048842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1048846.250000 Penalty: 3154.196289
	Iteration 38Q: 3 clusters Score -1048846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1048847.125000 Penalty: 3154.196289
	Iteration 39Q: 3 clusters Score -1048847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1048849.250000 Penalty: 3154.196289
	Iteration 40F: 3 clusters Score -1048849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1048849.875000 Penalty: 3154.196289
	Iteration 41Q: 3 clusters Score -1048850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1048850.750000 Penalty: 3154.196289
	Iteration 42Q: 3 clusters Score -1048851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1048851.375000 Penalty: 3154.196289
	Iteration 43Q: 3 clusters Score -1048851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1048852.625000 Penalty: 3154.196289
	Iteration 44Q: 3 clusters Score -1048853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1048859.000000 Penalty: 3154.196289
	Iteration 45Q: 3 clusters Score -1048859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1048860.375000 Penalty: 3154.196289
	Iteration 46Q: 3 clusters Score -1048860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1048864.000000 Penalty: 3154.196289
	Iteration 47Q: 3 clusters Score -1048864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1048864.500000 Penalty: 3154.196289
	Iteration 48Q: 3 clusters Score -1048864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1048866.875000 Penalty: 3154.196289
	Iteration 49Q: 3 clusters Score -1048867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1048867.500000 Penalty: 3154.196289
	Iteration 50Q: 3 clusters Score -1048868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1048869.625000 Penalty: 3154.196289
	Iteration 51Q: 3 clusters Score -1048870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1048869.750000 Penalty: 3154.196289
	Iteration 52Q: 3 clusters Score -1048870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1048870.250000 Penalty: 3154.196289
	Iteration 53Q: 3 clusters Score -1048870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1048870.000000 Penalty: 3154.196289
	Iteration 54Q: 3 clusters Score -1048870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1048870.000000 Penalty: 3154.196289
	Iteration 55Q: 3 clusters Score -1048870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1048870.875000 Penalty: 3154.196289
	Iteration 56Q: 3 clusters Score -1048871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1048870.750000 Penalty: 3154.196289
	Iteration 57Q: 3 clusters Score -1048871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1048870.500000 Penalty: 3154.196289
	Iteration 58Q: 3 clusters Score -1048870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1048870.500000 Penalty: 3154.196289
	Iteration 59F: 3 clusters Score -1048870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Entering Unmasked Estep 
Score: -210415.875000 Penalty: 1336.382935
	Iteration 0F: 2 clusters Score -210415.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -207247.078125 Penalty: 2672.765869
	Iteration 0F: 3 clusters Score -207247.1 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -208113.437500 Penalty: 2672.765869
	Iteration 1F: 3 clusters Score -208113.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -208458.250000 Penalty: 2672.765869
	Iteration 2F: 3 clusters Score -208458.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -208910.953125 Penalty: 2672.765869
	Iteration 3F: 3 clusters Score -208911 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -209358.734375 Penalty: 2672.765869
	Iteration 4F: 3 clusters Score -209358.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -209686.218750 Penalty: 2672.765869
	Iteration 5F: 3 clusters Score -209686.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -209927.156250 Penalty: 2672.765869
	Iteration 6F: 3 clusters Score -209927.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -210068.000000 Penalty: 2672.765869
	Iteration 7Q: 3 clusters Score -210068 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -210109.046875 Penalty: 2672.765869
	Iteration 8Q: 3 clusters Score -210109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -210128.296875 Penalty: 2672.765869
	Iteration 9Q: 3 clusters Score -210128.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -210135.031250 Penalty: 2672.765869
	Iteration 10Q: 3 clusters Score -210135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -210138.875000 Penalty: 2672.765869
	Iteration 11Q: 3 clusters Score -210138.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -210141.796875 Penalty: 2672.765869
	Iteration 12Q: 3 clusters Score -210141.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -210143.500000 Penalty: 2672.765869
	Iteration 13Q: 3 clusters Score -210143.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -210144.015625 Penalty: 2672.765869
	Iteration 14Q: 3 clusters Score -210144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -210144.015625 Penalty: 2672.765869
	Iteration 15F: 3 clusters Score -210144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 18725 members 
Mstep: Class 3 contains 131802 members 
Mstep: Class 4 contains 18548 members 
Mstep: Class 5 contains 26891 members 
Mstep: Class 6 contains 50963 members 
Mstep: Class 8 contains 353413 members 
Mstep: Class 9 contains 8104 members 
Mstep: Class 13 contains 14956 members 
Mstep: Class 14 contains 14848 members 
Mstep: Class 15 contains 2596 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 16403 members 
Mstep: Class 20 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799440.000000 Penalty: 30561.902344
Iteration 159Q: 15 clusters Score -4.179944e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 18714 members 
Mstep: Class 3 contains 131747 members 
Mstep: Class 4 contains 18548 members 
Mstep: Class 5 contains 26869 members 
Mstep: Class 6 contains 50942 members 
Mstep: Class 8 contains 353555 members 
Mstep: Class 9 contains 8104 members 
Mstep: Class 13 contains 14949 members 
Mstep: Class 14 contains 14844 members 
Mstep: Class 15 contains 2596 members 
Mstep: Class 17 contains 746 members 
Mstep: Class 18 contains 16391 members 
Mstep: Class 20 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799400.000000 Penalty: 30561.902344
Iteration 160F: 15 clusters Score -4.17994e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 18700 members 
Mstep: Class 3 contains 131694 members 
Mstep: Class 4 contains 18549 members 
Mstep: Class 5 contains 26848 members 
Mstep: Class 6 contains 50926 members 
Mstep: Class 8 contains 353690 members 
Mstep: Class 9 contains 8104 members 
Mstep: Class 13 contains 14946 members 
Mstep: Class 14 contains 14842 members 
Mstep: Class 15 contains 2596 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 16376 members 
Mstep: Class 20 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799376.000000 Penalty: 30561.902344
Iteration 161Q: 15 clusters Score -4.179938e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 18691 members 
Mstep: Class 3 contains 131639 members 
Mstep: Class 4 contains 18549 members 
Mstep: Class 5 contains 26834 members 
Mstep: Class 6 contains 50911 members 
Mstep: Class 8 contains 353814 members 
Mstep: Class 9 contains 8104 members 
Mstep: Class 13 contains 14943 members 
Mstep: Class 14 contains 14835 members 
Mstep: Class 15 contains 2596 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 16364 members 
Mstep: Class 20 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799384.000000 Penalty: 30561.902344
Iteration 162Q: 15 clusters Score -4.179938e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 18687 members 
Mstep: Class 3 contains 131589 members 
Mstep: Class 4 contains 18551 members 
Mstep: Class 5 contains 26814 members 
Mstep: Class 6 contains 50899 members 
Mstep: Class 8 contains 353930 members 
Mstep: Class 9 contains 8104 members 
Mstep: Class 13 contains 14939 members 
Mstep: Class 14 contains 14825 members 
Mstep: Class 15 contains 2596 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 16352 members 
Mstep: Class 20 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799372.000000 Penalty: 30561.902344
Iteration 163Q: 15 clusters Score -4.179937e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 18681 members 
Mstep: Class 3 contains 131548 members 
Mstep: Class 4 contains 18551 members 
Mstep: Class 5 contains 26793 members 
Mstep: Class 6 contains 50885 members 
Mstep: Class 8 contains 354035 members 
Mstep: Class 9 contains 8104 members 
Mstep: Class 13 contains 14939 members 
Mstep: Class 14 contains 14816 members 
Mstep: Class 15 contains 2596 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 16346 members 
Mstep: Class 20 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799340.000000 Penalty: 30561.902344
Iteration 164Q: 15 clusters Score -4.179934e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 18675 members 
Mstep: Class 3 contains 131506 members 
Mstep: Class 4 contains 18558 members 
Mstep: Class 5 contains 26777 members 
Mstep: Class 6 contains 50872 members 
Mstep: Class 8 contains 354129 members 
Mstep: Class 9 contains 8104 members 
Mstep: Class 13 contains 14943 members 
Mstep: Class 14 contains 14808 members 
Mstep: Class 15 contains 2596 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 16334 members 
Mstep: Class 20 contains 3725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799328.000000 Penalty: 30561.902344
Iteration 165Q: 15 clusters Score -4.179933e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 18674 members 
Mstep: Class 3 contains 131466 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 26765 members 
Mstep: Class 6 contains 50858 members 
Mstep: Class 8 contains 354226 members 
Mstep: Class 9 contains 8105 members 
Mstep: Class 13 contains 14945 members 
Mstep: Class 14 contains 14800 members 
Mstep: Class 15 contains 2596 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 16321 members 
Mstep: Class 20 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799328.000000 Penalty: 30561.902344
Iteration 166Q: 15 clusters Score -4.179933e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 18673 members 
Mstep: Class 3 contains 131418 members 
Mstep: Class 4 contains 18559 members 
Mstep: Class 5 contains 26748 members 
Mstep: Class 6 contains 50842 members 
Mstep: Class 8 contains 354341 members 
Mstep: Class 9 contains 8106 members 
Mstep: Class 13 contains 14943 members 
Mstep: Class 14 contains 14792 members 
Mstep: Class 15 contains 2598 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 16305 members 
Mstep: Class 20 contains 3718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799320.000000 Penalty: 30561.902344
Iteration 167Q: 15 clusters Score -4.179932e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 18673 members 
Mstep: Class 3 contains 131370 members 
Mstep: Class 4 contains 18562 members 
Mstep: Class 5 contains 26730 members 
Mstep: Class 6 contains 50829 members 
Mstep: Class 8 contains 354447 members 
Mstep: Class 9 contains 8108 members 
Mstep: Class 13 contains 14940 members 
Mstep: Class 14 contains 14786 members 
Mstep: Class 15 contains 2600 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 16295 members 
Mstep: Class 20 contains 3712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799308.000000 Penalty: 30561.902344
Iteration 168Q: 15 clusters Score -4.179931e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 18672 members 
Mstep: Class 3 contains 131318 members 
Mstep: Class 4 contains 18569 members 
Mstep: Class 5 contains 26700 members 
Mstep: Class 6 contains 50815 members 
Mstep: Class 8 contains 354546 members 
Mstep: Class 9 contains 8108 members 
Mstep: Class 13 contains 14942 members 
Mstep: Class 14 contains 14784 members 
Mstep: Class 15 contains 2607 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 18 contains 16290 members 
Mstep: Class 20 contains 3704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799300.000000 Penalty: 30561.902344
Iteration 169Q: 15 clusters Score -4.17993e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 18671 members 
Mstep: Class 3 contains 131274 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 5 contains 26670 members 
Mstep: Class 6 contains 50798 members 
Mstep: Class 8 contains 354644 members 
Mstep: Class 9 contains 8109 members 
Mstep: Class 13 contains 14942 members 
Mstep: Class 14 contains 14779 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 16286 members 
Mstep: Class 20 contains 3700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799268.000000 Penalty: 30561.902344
Iteration 170Q: 15 clusters Score -4.179927e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 18671 members 
Mstep: Class 3 contains 131231 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 5 contains 26650 members 
Mstep: Class 6 contains 50779 members 
Mstep: Class 8 contains 354740 members 
Mstep: Class 9 contains 8109 members 
Mstep: Class 13 contains 14938 members 
Mstep: Class 14 contains 14772 members 
Mstep: Class 15 contains 2621 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16282 members 
Mstep: Class 20 contains 3697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799276.000000 Penalty: 30561.902344
Iteration 171Q: 15 clusters Score -4.179928e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 18670 members 
Mstep: Class 3 contains 131184 members 
Mstep: Class 4 contains 18574 members 
Mstep: Class 5 contains 26634 members 
Mstep: Class 6 contains 50761 members 
Mstep: Class 8 contains 354836 members 
Mstep: Class 9 contains 8109 members 
Mstep: Class 13 contains 14935 members 
Mstep: Class 14 contains 14766 members 
Mstep: Class 15 contains 2626 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16278 members 
Mstep: Class 20 contains 3695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799288.000000 Penalty: 30561.902344
Iteration 172Q: 15 clusters Score -4.179929e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 18667 members 
Mstep: Class 3 contains 131133 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 5 contains 26615 members 
Mstep: Class 6 contains 50745 members 
Mstep: Class 8 contains 354939 members 
Mstep: Class 9 contains 8109 members 
Mstep: Class 13 contains 14933 members 
Mstep: Class 14 contains 14764 members 
Mstep: Class 15 contains 2627 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16274 members 
Mstep: Class 20 contains 3692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799380.000000 Penalty: 30561.902344
Iteration 173Q: 15 clusters Score -4.179938e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 18665 members 
Mstep: Class 3 contains 131087 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 5 contains 26595 members 
Mstep: Class 6 contains 50728 members 
Mstep: Class 8 contains 355035 members 
Mstep: Class 9 contains 8110 members 
Mstep: Class 13 contains 14929 members 
Mstep: Class 14 contains 14762 members 
Mstep: Class 15 contains 2630 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16274 members 
Mstep: Class 20 contains 3689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799348.000000 Penalty: 30561.902344
Iteration 174Q: 15 clusters Score -4.179935e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 18659 members 
Mstep: Class 3 contains 131032 members 
Mstep: Class 4 contains 18573 members 
Mstep: Class 5 contains 26572 members 
Mstep: Class 6 contains 50714 members 
Mstep: Class 8 contains 355150 members 
Mstep: Class 9 contains 8110 members 
Mstep: Class 13 contains 14925 members 
Mstep: Class 14 contains 14755 members 
Mstep: Class 15 contains 2632 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16273 members 
Mstep: Class 20 contains 3687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799412.000000 Penalty: 30561.902344
Iteration 175Q: 15 clusters Score -4.179941e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 18652 members 
Mstep: Class 3 contains 130975 members 
Mstep: Class 4 contains 18575 members 
Mstep: Class 5 contains 26551 members 
Mstep: Class 6 contains 50708 members 
Mstep: Class 8 contains 355266 members 
Mstep: Class 9 contains 8110 members 
Mstep: Class 13 contains 14917 members 
Mstep: Class 14 contains 14746 members 
Mstep: Class 15 contains 2631 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16267 members 
Mstep: Class 20 contains 3686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799388.000000 Penalty: 30561.902344
Iteration 176Q: 15 clusters Score -4.179939e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 18644 members 
Mstep: Class 3 contains 130921 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 5 contains 26535 members 
Mstep: Class 6 contains 50696 members 
Mstep: Class 8 contains 355375 members 
Mstep: Class 9 contains 8111 members 
Mstep: Class 13 contains 14915 members 
Mstep: Class 14 contains 14740 members 
Mstep: Class 15 contains 2634 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16257 members 
Mstep: Class 20 contains 3685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799372.000000 Penalty: 30561.902344
Iteration 177Q: 15 clusters Score -4.179937e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 18639 members 
Mstep: Class 3 contains 130879 members 
Mstep: Class 4 contains 18576 members 
Mstep: Class 5 contains 26519 members 
Mstep: Class 6 contains 50679 members 
Mstep: Class 8 contains 355491 members 
Mstep: Class 9 contains 8112 members 
Mstep: Class 13 contains 14903 members 
Mstep: Class 14 contains 14727 members 
Mstep: Class 15 contains 2634 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16254 members 
Mstep: Class 20 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799380.000000 Penalty: 30561.902344
Iteration 178Q: 15 clusters Score -4.179938e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 18637 members 
Mstep: Class 3 contains 130844 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 26507 members 
Mstep: Class 6 contains 50662 members 
Mstep: Class 8 contains 355593 members 
Mstep: Class 9 contains 8112 members 
Mstep: Class 13 contains 14890 members 
Mstep: Class 14 contains 14716 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16250 members 
Mstep: Class 20 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799380.000000 Penalty: 30561.902344
Iteration 179Q: 15 clusters Score -4.179938e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 18633 members 
Mstep: Class 3 contains 130822 members 
Mstep: Class 4 contains 18578 members 
Mstep: Class 5 contains 26496 members 
Mstep: Class 6 contains 50651 members 
Mstep: Class 8 contains 355669 members 
Mstep: Class 9 contains 8112 members 
Mstep: Class 13 contains 14878 members 
Mstep: Class 14 contains 14703 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16249 members 
Mstep: Class 20 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799364.000000 Penalty: 30561.902344
Iteration 180F: 15 clusters Score -4.179936e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 18629 members 
Mstep: Class 3 contains 130796 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 26484 members 
Mstep: Class 6 contains 50642 members 
Mstep: Class 8 contains 355736 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 13 contains 14871 members 
Mstep: Class 14 contains 14694 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16247 members 
Mstep: Class 20 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799340.000000 Penalty: 30561.902344
Iteration 181Q: 15 clusters Score -4.179934e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 18624 members 
Mstep: Class 3 contains 130776 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 26474 members 
Mstep: Class 6 contains 50626 members 
Mstep: Class 8 contains 355802 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 13 contains 14865 members 
Mstep: Class 14 contains 14686 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16244 members 
Mstep: Class 20 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799392.000000 Penalty: 30561.902344
Iteration 182Q: 15 clusters Score -4.179939e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 130754 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 26463 members 
Mstep: Class 6 contains 50613 members 
Mstep: Class 8 contains 355864 members 
Mstep: Class 9 contains 8116 members 
Mstep: Class 13 contains 14858 members 
Mstep: Class 14 contains 14680 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16243 members 
Mstep: Class 20 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799332.000000 Penalty: 30561.902344
Iteration 183Q: 15 clusters Score -4.179933e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 18618 members 
Mstep: Class 3 contains 130729 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 26452 members 
Mstep: Class 6 contains 50598 members 
Mstep: Class 8 contains 355937 members 
Mstep: Class 9 contains 8118 members 
Mstep: Class 13 contains 14847 members 
Mstep: Class 14 contains 14673 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16241 members 
Mstep: Class 20 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799440.000000 Penalty: 30561.902344
Iteration 184Q: 15 clusters Score -4.179944e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 18617 members 
Mstep: Class 3 contains 130705 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 26448 members 
Mstep: Class 6 contains 50587 members 
Mstep: Class 8 contains 355991 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16241 members 
Mstep: Class 20 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799452.000000 Penalty: 30561.902344
Iteration 185Q: 15 clusters Score -4.179945e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 18614 members 
Mstep: Class 3 contains 130677 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 26441 members 
Mstep: Class 6 contains 50574 members 
Mstep: Class 8 contains 356047 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 13 contains 14837 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16240 members 
Mstep: Class 20 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799468.000000 Penalty: 30561.902344
Iteration 186Q: 15 clusters Score -4.179947e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 18612 members 
Mstep: Class 3 contains 130645 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 26437 members 
Mstep: Class 6 contains 50559 members 
Mstep: Class 8 contains 356106 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 13 contains 14836 members 
Mstep: Class 14 contains 14662 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16241 members 
Mstep: Class 20 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799452.000000 Penalty: 30561.902344
Iteration 187Q: 15 clusters Score -4.179945e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 18607 members 
Mstep: Class 3 contains 130617 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 50538 members 
Mstep: Class 8 contains 356170 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 13 contains 14832 members 
Mstep: Class 14 contains 14661 members 
Mstep: Class 15 contains 2634 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16240 members 
Mstep: Class 20 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799476.000000 Penalty: 30561.902344
Iteration 188Q: 15 clusters Score -4.179948e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 18604 members 
Mstep: Class 3 contains 130589 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 50513 members 
Mstep: Class 8 contains 356235 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 13 contains 14829 members 
Mstep: Class 14 contains 14660 members 
Mstep: Class 15 contains 2636 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16236 members 
Mstep: Class 20 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799464.000000 Penalty: 30561.902344
Iteration 189Q: 15 clusters Score -4.179946e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 18603 members 
Mstep: Class 3 contains 130565 members 
Mstep: Class 4 contains 18577 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 50477 members 
Mstep: Class 8 contains 356304 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 13 contains 14825 members 
Mstep: Class 14 contains 14659 members 
Mstep: Class 15 contains 2637 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16233 members 
Mstep: Class 20 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799400.000000 Penalty: 30561.902344
Iteration 190Q: 15 clusters Score -4.17994e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 18600 members 
Mstep: Class 3 contains 130534 members 
Mstep: Class 4 contains 18578 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 50459 members 
Mstep: Class 8 contains 356360 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 13 contains 14827 members 
Mstep: Class 14 contains 14658 members 
Mstep: Class 15 contains 2637 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16232 members 
Mstep: Class 20 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799412.000000 Penalty: 30561.902344
Iteration 191Q: 15 clusters Score -4.179941e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 18595 members 
Mstep: Class 3 contains 130506 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 26411 members 
Mstep: Class 6 contains 50442 members 
Mstep: Class 8 contains 356421 members 
Mstep: Class 9 contains 8120 members 
Mstep: Class 13 contains 14826 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 2637 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16231 members 
Mstep: Class 20 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799412.000000 Penalty: 30561.902344
Iteration 192Q: 15 clusters Score -4.179941e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 18587 members 
Mstep: Class 3 contains 130481 members 
Mstep: Class 4 contains 18578 members 
Mstep: Class 5 contains 26404 members 
Mstep: Class 6 contains 50428 members 
Mstep: Class 8 contains 356487 members 
Mstep: Class 9 contains 8120 members 
Mstep: Class 13 contains 14819 members 
Mstep: Class 14 contains 14656 members 
Mstep: Class 15 contains 2638 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16228 members 
Mstep: Class 20 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799364.000000 Penalty: 30561.902344
Iteration 193Q: 15 clusters Score -4.179936e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 18582 members 
Mstep: Class 3 contains 130452 members 
Mstep: Class 4 contains 18578 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 50415 members 
Mstep: Class 8 contains 356553 members 
Mstep: Class 9 contains 8121 members 
Mstep: Class 13 contains 14815 members 
Mstep: Class 14 contains 14655 members 
Mstep: Class 15 contains 2638 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16223 members 
Mstep: Class 20 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799352.000000 Penalty: 30561.902344
Iteration 194Q: 15 clusters Score -4.179935e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 18577 members 
Mstep: Class 3 contains 130432 members 
Mstep: Class 4 contains 18578 members 
Mstep: Class 5 contains 26388 members 
Mstep: Class 6 contains 50403 members 
Mstep: Class 8 contains 356611 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 13 contains 14810 members 
Mstep: Class 14 contains 14653 members 
Mstep: Class 15 contains 2638 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16218 members 
Mstep: Class 20 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799356.000000 Penalty: 30561.902344
Iteration 195Q: 15 clusters Score -4.179936e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 18571 members 
Mstep: Class 3 contains 130402 members 
Mstep: Class 4 contains 18579 members 
Mstep: Class 5 contains 26386 members 
Mstep: Class 6 contains 50398 members 
Mstep: Class 8 contains 356662 members 
Mstep: Class 9 contains 8124 members 
Mstep: Class 13 contains 14807 members 
Mstep: Class 14 contains 14651 members 
Mstep: Class 15 contains 2638 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16215 members 
Mstep: Class 20 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799328.000000 Penalty: 30561.902344
Iteration 196Q: 15 clusters Score -4.179933e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 18564 members 
Mstep: Class 3 contains 130384 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 26383 members 
Mstep: Class 6 contains 50391 members 
Mstep: Class 8 contains 356702 members 
Mstep: Class 9 contains 8124 members 
Mstep: Class 13 contains 14811 members 
Mstep: Class 14 contains 14648 members 
Mstep: Class 15 contains 2638 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16209 members 
Mstep: Class 20 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799296.000000 Penalty: 30561.902344
Iteration 197Q: 15 clusters Score -4.17993e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 18557 members 
Mstep: Class 3 contains 130369 members 
Mstep: Class 4 contains 18580 members 
Mstep: Class 5 contains 26383 members 
Mstep: Class 6 contains 50385 members 
Mstep: Class 8 contains 356739 members 
Mstep: Class 9 contains 8124 members 
Mstep: Class 13 contains 14811 members 
Mstep: Class 14 contains 14642 members 
Mstep: Class 15 contains 2638 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16206 members 
Mstep: Class 20 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799296.000000 Penalty: 30561.902344
Iteration 198Q: 15 clusters Score -4.17993e+07 nChanged 44
Entering ConstructFrom: 
Score: -41799296.000000 Penalty: 30561.902344
Entering ConstructFrom: 
Trying to split cluster 1 (20829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Entering Unmasked Estep 
Score: -1318592.750000 Penalty: 1615.916504
	Iteration 0F: 2 clusters Score -1318593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1304431.500000 Penalty: 3231.833008
	Iteration 0F: 3 clusters Score -1304432 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1309749.250000 Penalty: 3231.833008
	Iteration 1F: 3 clusters Score -1309749 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1310260.625000 Penalty: 3231.833008
	Iteration 2F: 3 clusters Score -1310261 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1310787.625000 Penalty: 3231.833008
	Iteration 3F: 3 clusters Score -1310788 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1311286.375000 Penalty: 3231.833008
	Iteration 4F: 3 clusters Score -1311286 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1311820.875000 Penalty: 3231.833008
	Iteration 5F: 3 clusters Score -1311821 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1312382.875000 Penalty: 3231.833008
	Iteration 6F: 3 clusters Score -1312383 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1313034.500000 Penalty: 3231.833008
	Iteration 7F: 3 clusters Score -1313034 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1313690.125000 Penalty: 3231.833008
	Iteration 8F: 3 clusters Score -1313690 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1314340.000000 Penalty: 3231.833008
	Iteration 9F: 3 clusters Score -1314340 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1314820.125000 Penalty: 3231.833008
	Iteration 10Q: 3 clusters Score -1314820 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1315149.625000 Penalty: 3231.833008
	Iteration 11Q: 3 clusters Score -1315150 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1315395.875000 Penalty: 3231.833008
	Iteration 12Q: 3 clusters Score -1315396 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1315582.750000 Penalty: 3231.833008
	Iteration 13Q: 3 clusters Score -1315583 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1315720.250000 Penalty: 3231.833008
	Iteration 14Q: 3 clusters Score -1315720 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1315856.125000 Penalty: 3231.833008
	Iteration 15Q: 3 clusters Score -1315856 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1315973.625000 Penalty: 3231.833008
	Iteration 16Q: 3 clusters Score -1315974 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1316099.000000 Penalty: 3231.833008
	Iteration 17Q: 3 clusters Score -1316099 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1316214.375000 Penalty: 3231.833008
	Iteration 18Q: 3 clusters Score -1316214 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1316340.125000 Penalty: 3231.833008
	Iteration 19Q: 3 clusters Score -1316340 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1316461.125000 Penalty: 3231.833008
	Iteration 20F: 3 clusters Score -1316461 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1316590.500000 Penalty: 3231.833008
	Iteration 21Q: 3 clusters Score -1316590 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1316720.500000 Penalty: 3231.833008
	Iteration 22Q: 3 clusters Score -1316720 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1316856.375000 Penalty: 3231.833008
	Iteration 23Q: 3 clusters Score -1316856 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1316985.000000 Penalty: 3231.833008
	Iteration 24Q: 3 clusters Score -1316985 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1317139.500000 Penalty: 3231.833008
	Iteration 25Q: 3 clusters Score -1317140 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1317278.375000 Penalty: 3231.833008
	Iteration 26Q: 3 clusters Score -1317278 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1317401.125000 Penalty: 3231.833008
	Iteration 27Q: 3 clusters Score -1317401 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1317524.625000 Penalty: 3231.833008
	Iteration 28Q: 3 clusters Score -1317525 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1317663.500000 Penalty: 3231.833008
	Iteration 29Q: 3 clusters Score -1317664 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1317776.375000 Penalty: 3231.833008
	Iteration 30Q: 3 clusters Score -1317776 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1317875.875000 Penalty: 3231.833008
	Iteration 31Q: 3 clusters Score -1317876 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1317967.625000 Penalty: 3231.833008
	Iteration 32Q: 3 clusters Score -1317968 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1318052.750000 Penalty: 3231.833008
	Iteration 33Q: 3 clusters Score -1318053 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1318129.625000 Penalty: 3231.833008
	Iteration 34Q: 3 clusters Score -1318130 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1318193.500000 Penalty: 3231.833008
	Iteration 35Q: 3 clusters Score -1318194 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1318242.375000 Penalty: 3231.833008
	Iteration 36Q: 3 clusters Score -1318242 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1318274.000000 Penalty: 3231.833008
	Iteration 37Q: 3 clusters Score -1318274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1318295.500000 Penalty: 3231.833008
	Iteration 38Q: 3 clusters Score -1318296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1318304.500000 Penalty: 3231.833008
	Iteration 39Q: 3 clusters Score -1318304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1318333.125000 Penalty: 3231.833008
	Iteration 40F: 3 clusters Score -1318333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1318353.250000 Penalty: 3231.833008
	Iteration 41Q: 3 clusters Score -1318353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1318365.125000 Penalty: 3231.833008
	Iteration 42Q: 3 clusters Score -1318365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1318368.750000 Penalty: 3231.833008
	Iteration 43Q: 3 clusters Score -1318369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1318374.000000 Penalty: 3231.833008
	Iteration 44Q: 3 clusters Score -1318374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1318376.625000 Penalty: 3231.833008
	Iteration 45Q: 3 clusters Score -1318377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1318377.125000 Penalty: 3231.833008
	Iteration 46Q: 3 clusters Score -1318377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1318378.875000 Penalty: 3231.833008
	Iteration 47Q: 3 clusters Score -1318379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1318387.000000 Penalty: 3231.833008
	Iteration 48Q: 3 clusters Score -1318387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1318388.625000 Penalty: 3231.833008
	Iteration 49Q: 3 clusters Score -1318389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1318389.250000 Penalty: 3231.833008
	Iteration 50Q: 3 clusters Score -1318389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1318389.250000 Penalty: 3231.833008
	Iteration 51F: 3 clusters Score -1318389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Entering Unmasked Estep 
Score: -1183016.625000 Penalty: 1597.130493
	Iteration 0F: 2 clusters Score -1183017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1170348.625000 Penalty: 3194.260986
	Iteration 0F: 3 clusters Score -1170349 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1175483.625000 Penalty: 3194.260986
	Iteration 1F: 3 clusters Score -1175484 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1176720.125000 Penalty: 3194.260986
	Iteration 2F: 3 clusters Score -1176720 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1178062.375000 Penalty: 3194.260986
	Iteration 3F: 3 clusters Score -1178062 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1179388.625000 Penalty: 3194.260986
	Iteration 4F: 3 clusters Score -1179389 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1180503.375000 Penalty: 3194.260986
	Iteration 5F: 3 clusters Score -1180503 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1181294.250000 Penalty: 3194.260986
	Iteration 6F: 3 clusters Score -1181294 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1181840.125000 Penalty: 3194.260986
	Iteration 7Q: 3 clusters Score -1181840 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1182226.625000 Penalty: 3194.260986
	Iteration 8Q: 3 clusters Score -1182227 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -1182514.875000 Penalty: 3194.260986
	Iteration 9Q: 3 clusters Score -1182515 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -1182704.250000 Penalty: 3194.260986
	Iteration 10Q: 3 clusters Score -1182704 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -1182826.375000 Penalty: 3194.260986
	Iteration 11Q: 3 clusters Score -1182826 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1182911.375000 Penalty: 3194.260986
	Iteration 12Q: 3 clusters Score -1182911 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -1182962.375000 Penalty: 3194.260986
	Iteration 13Q: 3 clusters Score -1182962 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -1182993.000000 Penalty: 3194.260986
	Iteration 14Q: 3 clusters Score -1182993 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -1183021.375000 Penalty: 3194.260986
	Iteration 15Q: 3 clusters Score -1183021 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -1183054.875000 Penalty: 3194.260986
	Iteration 16Q: 3 clusters Score -1183055 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1183077.250000 Penalty: 3194.260986
	Iteration 17Q: 3 clusters Score -1183077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -1183086.000000 Penalty: 3194.260986
	Iteration 18Q: 3 clusters Score -1183086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -1183092.250000 Penalty: 3194.260986
	Iteration 19Q: 3 clusters Score -1183092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -1183101.625000 Penalty: 3194.260986
	Iteration 20F: 3 clusters Score -1183102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -1183110.500000 Penalty: 3194.260986
	Iteration 21Q: 3 clusters Score -1183110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -1183118.375000 Penalty: 3194.260986
	Iteration 22Q: 3 clusters Score -1183118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -1183120.125000 Penalty: 3194.260986
	Iteration 23Q: 3 clusters Score -1183120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -1183124.750000 Penalty: 3194.260986
	Iteration 24Q: 3 clusters Score -1183125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -1183125.875000 Penalty: 3194.260986
	Iteration 25Q: 3 clusters Score -1183126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -1183127.000000 Penalty: 3194.260986
	Iteration 26Q: 3 clusters Score -1183127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -1183128.375000 Penalty: 3194.260986
	Iteration 27Q: 3 clusters Score -1183128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -1183129.625000 Penalty: 3194.260986
	Iteration 28Q: 3 clusters Score -1183130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -1183129.625000 Penalty: 3194.260986
	Iteration 29F: 3 clusters Score -1183130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 803 members 
Mstep: Class 3 contains 130357 members 
Mstep: Class 4 contains 18582 members 
Mstep: Class 5 contains 26382 members 
Mstep: Class 6 contains 50378 members 
Mstep: Class 7 contains 17752 members 
Mstep: Class 8 contains 356774 members 
Mstep: Class 9 contains 8124 members 
Mstep: Class 13 contains 14808 members 
Mstep: Class 14 contains 14635 members 
Mstep: Class 15 contains 2639 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16200 members 
Mstep: Class 20 contains 3683 members 
Entering Unmasked Estep 
Score: -41799012.000000 Penalty: 32744.896484
Splitting cluster 2 changes total score from -41799296.000000 to -41799012.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (130357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130357 members 
Entering Unmasked Estep 
Score: -8348672.500000 Penalty: 1913.930298
	Iteration 0F: 2 clusters Score -8348672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65092 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -8261329.500000 Penalty: 3827.860596
	Iteration 0F: 3 clusters Score -8261330 nChanged 62826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -8297855.500000 Penalty: 3827.860596
	Iteration 1F: 3 clusters Score -8297856 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 67793 members 
Entering Unmasked Estep 
Score: -8298466.000000 Penalty: 3827.860596
	Iteration 2Q: 3 clusters Score -8298466 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61068 members 
Mstep: Class 2 contains 69289 members 
Entering Unmasked Estep 
Score: -8299026.000000 Penalty: 3827.860596
	Iteration 3Q: 3 clusters Score -8299026 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58801 members 
Mstep: Class 2 contains 71556 members 
Entering Unmasked Estep 
Score: -8299749.000000 Penalty: 3827.860596
	Iteration 4Q: 3 clusters Score -8299749 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55349 members 
Mstep: Class 2 contains 75008 members 
Entering Unmasked Estep 
Score: -8300966.000000 Penalty: 3827.860596
	Iteration 5Q: 3 clusters Score -8300966 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 80251 members 
Entering Unmasked Estep 
Score: -8303218.000000 Penalty: 3827.860596
	Iteration 6Q: 3 clusters Score -8303218 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -8307933.500000 Penalty: 3827.860596
	Iteration 7F: 3 clusters Score -8307934 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 99125 members 
Entering Unmasked Estep 
Score: -8316541.500000 Penalty: 3827.860596
	Iteration 8F: 3 clusters Score -8316542 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 111431 members 
Entering Unmasked Estep 
Score: -8328365.000000 Penalty: 3827.860596
	Iteration 9F: 3 clusters Score -8328365 nChanged 10296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 121723 members 
Entering Unmasked Estep 
Score: -8338776.500000 Penalty: 3827.860596
	Iteration 10F: 3 clusters Score -8338776 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 127357 members 
Entering Unmasked Estep 
Score: -8344326.000000 Penalty: 3827.860596
	Iteration 11Q: 3 clusters Score -8344326 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 129345 members 
Entering Unmasked Estep 
Score: -8346142.000000 Penalty: 3827.860596
	Iteration 12Q: 3 clusters Score -8346142 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 129896 members 
Entering Unmasked Estep 
Score: -8346658.500000 Penalty: 3827.860596
	Iteration 13Q: 3 clusters Score -8346658 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 130049 members 
Entering Unmasked Estep 
Score: -8346828.000000 Penalty: 3827.860596
	Iteration 14Q: 3 clusters Score -8346828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 130094 members 
Entering Unmasked Estep 
Score: -8346910.500000 Penalty: 3827.860596
	Iteration 15Q: 3 clusters Score -8346910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 130110 members 
Entering Unmasked Estep 
Score: -8346935.000000 Penalty: 3827.860596
	Iteration 16Q: 3 clusters Score -8346935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 130120 members 
Entering Unmasked Estep 
Score: -8346955.500000 Penalty: 3827.860596
	Iteration 17Q: 3 clusters Score -8346956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 130122 members 
Entering Unmasked Estep 
Score: -8346960.500000 Penalty: 3827.860596
	Iteration 18Q: 3 clusters Score -8346960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 130124 members 
Entering Unmasked Estep 
Score: -8346971.500000 Penalty: 3827.860596
	Iteration 19Q: 3 clusters Score -8346972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 130122 members 
Entering Unmasked Estep 
Score: -8346973.000000 Penalty: 3827.860596
	Iteration 20F: 3 clusters Score -8346973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 130125 members 
Entering Unmasked Estep 
Score: -8346976.000000 Penalty: 3827.860596
	Iteration 21Q: 3 clusters Score -8346976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 130127 members 
Entering Unmasked Estep 
Score: -8346979.000000 Penalty: 3827.860596
	Iteration 22Q: 3 clusters Score -8346979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 130128 members 
Entering Unmasked Estep 
Score: -8346977.000000 Penalty: 3827.860596
	Iteration 23Q: 3 clusters Score -8346977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 130128 members 
Entering Unmasked Estep 
Score: -8346977.000000 Penalty: 3827.860596
	Iteration 24F: 3 clusters Score -8346977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Entering Unmasked Estep 
Score: -1124193.000000 Penalty: 1597.366577
	Iteration 0F: 2 clusters Score -1124193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1111448.000000 Penalty: 3194.733154
	Iteration 0F: 3 clusters Score -1111448 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1115924.250000 Penalty: 3194.733154
	Iteration 1F: 3 clusters Score -1115924 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1116218.250000 Penalty: 3194.733154
	Iteration 2Q: 3 clusters Score -1116218 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1116510.875000 Penalty: 3194.733154
	Iteration 3Q: 3 clusters Score -1116511 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1116847.750000 Penalty: 3194.733154
	Iteration 4Q: 3 clusters Score -1116848 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1117258.625000 Penalty: 3194.733154
	Iteration 5Q: 3 clusters Score -1117259 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1117823.250000 Penalty: 3194.733154
	Iteration 6F: 3 clusters Score -1117823 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1118619.125000 Penalty: 3194.733154
	Iteration 7F: 3 clusters Score -1118619 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1119661.000000 Penalty: 3194.733154
	Iteration 8F: 3 clusters Score -1119661 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -1120806.625000 Penalty: 3194.733154
	Iteration 9F: 3 clusters Score -1120807 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -1121710.500000 Penalty: 3194.733154
	Iteration 10F: 3 clusters Score -1121710 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -1122256.750000 Penalty: 3194.733154
	Iteration 11Q: 3 clusters Score -1122257 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1122535.125000 Penalty: 3194.733154
	Iteration 12Q: 3 clusters Score -1122535 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -1122653.000000 Penalty: 3194.733154
	Iteration 13Q: 3 clusters Score -1122653 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -1122701.000000 Penalty: 3194.733154
	Iteration 14Q: 3 clusters Score -1122701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -1122736.500000 Penalty: 3194.733154
	Iteration 15Q: 3 clusters Score -1122736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -1122754.750000 Penalty: 3194.733154
	Iteration 16Q: 3 clusters Score -1122755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -1122765.250000 Penalty: 3194.733154
	Iteration 17Q: 3 clusters Score -1122765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -1122769.000000 Penalty: 3194.733154
	Iteration 18Q: 3 clusters Score -1122769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -1122770.875000 Penalty: 3194.733154
	Iteration 19Q: 3 clusters Score -1122771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -1122771.250000 Penalty: 3194.733154
	Iteration 20F: 3 clusters Score -1122771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Entering Unmasked Estep 
Score: -1686518.500000 Penalty: 1654.321045
	Iteration 0F: 2 clusters Score -1686518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1668843.375000 Penalty: 3308.642090
	Iteration 0F: 3 clusters Score -1668843 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1675622.250000 Penalty: 3308.642090
	Iteration 1F: 3 clusters Score -1675622 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1676198.125000 Penalty: 3308.642090
	Iteration 2Q: 3 clusters Score -1676198 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1676915.875000 Penalty: 3308.642090
	Iteration 3F: 3 clusters Score -1676916 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1677964.000000 Penalty: 3308.642090
	Iteration 4F: 3 clusters Score -1677964 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -1679304.875000 Penalty: 3308.642090
	Iteration 5F: 3 clusters Score -1679305 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1680754.750000 Penalty: 3308.642090
	Iteration 6F: 3 clusters Score -1680755 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -1682076.125000 Penalty: 3308.642090
	Iteration 7F: 3 clusters Score -1682076 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -1683017.875000 Penalty: 3308.642090
	Iteration 8Q: 3 clusters Score -1683018 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -1683523.000000 Penalty: 3308.642090
	Iteration 9Q: 3 clusters Score -1683523 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -1683821.875000 Penalty: 3308.642090
	Iteration 10Q: 3 clusters Score -1683822 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -1684033.625000 Penalty: 3308.642090
	Iteration 11Q: 3 clusters Score -1684034 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -1684158.375000 Penalty: 3308.642090
	Iteration 12Q: 3 clusters Score -1684158 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -1684240.625000 Penalty: 3308.642090
	Iteration 13Q: 3 clusters Score -1684241 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -1684331.000000 Penalty: 3308.642090
	Iteration 14Q: 3 clusters Score -1684331 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -1684395.250000 Penalty: 3308.642090
	Iteration 15Q: 3 clusters Score -1684395 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -1684471.875000 Penalty: 3308.642090
	Iteration 16Q: 3 clusters Score -1684472 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -1684535.625000 Penalty: 3308.642090
	Iteration 17Q: 3 clusters Score -1684536 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -1684585.375000 Penalty: 3308.642090
	Iteration 18Q: 3 clusters Score -1684585 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -1684628.875000 Penalty: 3308.642090
	Iteration 19Q: 3 clusters Score -1684629 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -1684667.750000 Penalty: 3308.642090
	Iteration 20F: 3 clusters Score -1684668 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -1684717.125000 Penalty: 3308.642090
	Iteration 21Q: 3 clusters Score -1684717 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -1684745.125000 Penalty: 3308.642090
	Iteration 22Q: 3 clusters Score -1684745 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -1684776.375000 Penalty: 3308.642090
	Iteration 23Q: 3 clusters Score -1684776 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -1684814.375000 Penalty: 3308.642090
	Iteration 24Q: 3 clusters Score -1684814 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -1684848.125000 Penalty: 3308.642090
	Iteration 25Q: 3 clusters Score -1684848 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -1684875.125000 Penalty: 3308.642090
	Iteration 26Q: 3 clusters Score -1684875 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -1684899.250000 Penalty: 3308.642090
	Iteration 27Q: 3 clusters Score -1684899 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -1684917.375000 Penalty: 3308.642090
	Iteration 28Q: 3 clusters Score -1684917 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -1684932.250000 Penalty: 3308.642090
	Iteration 29Q: 3 clusters Score -1684932 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -1684944.250000 Penalty: 3308.642090
	Iteration 30Q: 3 clusters Score -1684944 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -1684962.625000 Penalty: 3308.642090
	Iteration 31Q: 3 clusters Score -1684963 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -1684971.125000 Penalty: 3308.642090
	Iteration 32Q: 3 clusters Score -1684971 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -1684982.625000 Penalty: 3308.642090
	Iteration 33Q: 3 clusters Score -1684983 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -1684989.750000 Penalty: 3308.642090
	Iteration 34Q: 3 clusters Score -1684990 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -1685002.000000 Penalty: 3308.642090
	Iteration 35Q: 3 clusters Score -1685002 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -1685011.000000 Penalty: 3308.642090
	Iteration 36Q: 3 clusters Score -1685011 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -1685027.750000 Penalty: 3308.642090
	Iteration 37Q: 3 clusters Score -1685028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -1685034.500000 Penalty: 3308.642090
	Iteration 38Q: 3 clusters Score -1685034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -1685044.750000 Penalty: 3308.642090
	Iteration 39Q: 3 clusters Score -1685045 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -1685054.000000 Penalty: 3308.642090
	Iteration 40F: 3 clusters Score -1685054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -1685074.625000 Penalty: 3308.642090
	Iteration 41Q: 3 clusters Score -1685075 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -1685091.375000 Penalty: 3308.642090
	Iteration 42Q: 3 clusters Score -1685091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -1685095.250000 Penalty: 3308.642090
	Iteration 43Q: 3 clusters Score -1685095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -1685108.625000 Penalty: 3308.642090
	Iteration 44Q: 3 clusters Score -1685109 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -1685112.250000 Penalty: 3308.642090
	Iteration 45Q: 3 clusters Score -1685112 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -1685119.750000 Penalty: 3308.642090
	Iteration 46Q: 3 clusters Score -1685120 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -1685132.500000 Penalty: 3308.642090
	Iteration 47Q: 3 clusters Score -1685132 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -1685152.500000 Penalty: 3308.642090
	Iteration 48Q: 3 clusters Score -1685152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -1685163.750000 Penalty: 3308.642090
	Iteration 49Q: 3 clusters Score -1685164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -1685174.625000 Penalty: 3308.642090
	Iteration 50Q: 3 clusters Score -1685175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -1685184.250000 Penalty: 3308.642090
	Iteration 51Q: 3 clusters Score -1685184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -1685192.000000 Penalty: 3308.642090
	Iteration 52Q: 3 clusters Score -1685192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -1685201.125000 Penalty: 3308.642090
	Iteration 53Q: 3 clusters Score -1685201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -1685214.500000 Penalty: 3308.642090
	Iteration 54Q: 3 clusters Score -1685214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -1685222.250000 Penalty: 3308.642090
	Iteration 55Q: 3 clusters Score -1685222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -1685222.625000 Penalty: 3308.642090
	Iteration 56Q: 3 clusters Score -1685223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -1685228.375000 Penalty: 3308.642090
	Iteration 57Q: 3 clusters Score -1685228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -1685240.375000 Penalty: 3308.642090
	Iteration 58Q: 3 clusters Score -1685240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -1685246.375000 Penalty: 3308.642090
	Iteration 59Q: 3 clusters Score -1685246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -1685250.250000 Penalty: 3308.642090
	Iteration 60F: 3 clusters Score -1685250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -1685254.750000 Penalty: 3308.642090
	Iteration 61Q: 3 clusters Score -1685255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -1685255.750000 Penalty: 3308.642090
	Iteration 62Q: 3 clusters Score -1685256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -1685265.000000 Penalty: 3308.642090
	Iteration 63Q: 3 clusters Score -1685265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -1685269.250000 Penalty: 3308.642090
	Iteration 64Q: 3 clusters Score -1685269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -1685273.750000 Penalty: 3308.642090
	Iteration 65Q: 3 clusters Score -1685274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -1685278.750000 Penalty: 3308.642090
	Iteration 66Q: 3 clusters Score -1685279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -1685289.750000 Penalty: 3308.642090
	Iteration 67Q: 3 clusters Score -1685290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -1685289.375000 Penalty: 3308.642090
	Iteration 68Q: 3 clusters Score -1685289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -1685292.375000 Penalty: 3308.642090
	Iteration 69Q: 3 clusters Score -1685292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -1685302.000000 Penalty: 3308.642090
	Iteration 70Q: 3 clusters Score -1685302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -1685306.750000 Penalty: 3308.642090
	Iteration 71Q: 3 clusters Score -1685307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -1685306.625000 Penalty: 3308.642090
	Iteration 72Q: 3 clusters Score -1685307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -1685310.125000 Penalty: 3308.642090
	Iteration 73Q: 3 clusters Score -1685310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -1685315.750000 Penalty: 3308.642090
	Iteration 74Q: 3 clusters Score -1685316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -1685317.625000 Penalty: 3308.642090
	Iteration 75Q: 3 clusters Score -1685318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -1685320.750000 Penalty: 3308.642090
	Iteration 76Q: 3 clusters Score -1685321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -1685324.250000 Penalty: 3308.642090
	Iteration 77Q: 3 clusters Score -1685324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -1685321.875000 Penalty: 3308.642090
	Iteration 78Q: 3 clusters Score -1685322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -1685323.250000 Penalty: 3308.642090
	Iteration 79Q: 3 clusters Score -1685323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -1685325.625000 Penalty: 3308.642090
	Iteration 80F: 3 clusters Score -1685326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -1685327.500000 Penalty: 3308.642090
	Iteration 81Q: 3 clusters Score -1685328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -1685324.250000 Penalty: 3308.642090
	Iteration 82Q: 3 clusters Score -1685324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -1685325.375000 Penalty: 3308.642090
	Iteration 83Q: 3 clusters Score -1685325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -1685325.375000 Penalty: 3308.642090
	Iteration 84F: 3 clusters Score -1685325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Entering Unmasked Estep 
Score: -3236327.000000 Penalty: 1759.437866
	Iteration 0F: 2 clusters Score -3236327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -3202433.000000 Penalty: 3518.875732
	Iteration 0F: 3 clusters Score -3202433 nChanged 23794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3216035.000000 Penalty: 3518.875732
	Iteration 1F: 3 clusters Score -3216035 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3216786.500000 Penalty: 3518.875732
	Iteration 2Q: 3 clusters Score -3216786 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -3218013.750000 Penalty: 3518.875732
	Iteration 3F: 3 clusters Score -3218014 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -3220044.250000 Penalty: 3518.875732
	Iteration 4F: 3 clusters Score -3220044 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -3223356.750000 Penalty: 3518.875732
	Iteration 5F: 3 clusters Score -3223357 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -3227545.500000 Penalty: 3518.875732
	Iteration 6F: 3 clusters Score -3227546 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -3231344.500000 Penalty: 3518.875732
	Iteration 7F: 3 clusters Score -3231344 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -3233421.500000 Penalty: 3518.875732
	Iteration 8Q: 3 clusters Score -3233422 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -3234224.500000 Penalty: 3518.875732
	Iteration 9Q: 3 clusters Score -3234224 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -3234533.250000 Penalty: 3518.875732
	Iteration 10Q: 3 clusters Score -3234533 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -3234669.000000 Penalty: 3518.875732
	Iteration 11Q: 3 clusters Score -3234669 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -3234736.750000 Penalty: 3518.875732
	Iteration 12Q: 3 clusters Score -3234737 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -3234786.000000 Penalty: 3518.875732
	Iteration 13Q: 3 clusters Score -3234786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -3234804.000000 Penalty: 3518.875732
	Iteration 14Q: 3 clusters Score -3234804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -3234821.250000 Penalty: 3518.875732
	Iteration 15Q: 3 clusters Score -3234821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -3234834.500000 Penalty: 3518.875732
	Iteration 16Q: 3 clusters Score -3234834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -3234848.000000 Penalty: 3518.875732
	Iteration 17Q: 3 clusters Score -3234848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -3234853.500000 Penalty: 3518.875732
	Iteration 18Q: 3 clusters Score -3234854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -3234854.000000 Penalty: 3518.875732
	Iteration 19Q: 3 clusters Score -3234854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -3234854.750000 Penalty: 3518.875732
	Iteration 20F: 3 clusters Score -3234855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (356774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356774 members 
Entering Unmasked Estep 
Score: -22149024.000000 Penalty: 2077.539307
	Iteration 0F: 2 clusters Score -2.214902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178477 members 
Mstep: Class 2 contains 178297 members 
Entering Unmasked Estep 
Score: -21908190.000000 Penalty: 4155.078613
	Iteration 0F: 3 clusters Score -2.190819e+07 nChanged 174085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179540 members 
Mstep: Class 2 contains 177234 members 
Entering Unmasked Estep 
Score: -22013110.000000 Penalty: 4155.078613
	Iteration 1F: 3 clusters Score -2.201311e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180639 members 
Mstep: Class 2 contains 176135 members 
Entering Unmasked Estep 
Score: -22014632.000000 Penalty: 4155.078613
	Iteration 2Q: 3 clusters Score -2.201463e+07 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182553 members 
Mstep: Class 2 contains 174221 members 
Entering Unmasked Estep 
Score: -22016778.000000 Penalty: 4155.078613
	Iteration 3Q: 3 clusters Score -2.201678e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185795 members 
Mstep: Class 2 contains 170979 members 
Entering Unmasked Estep 
Score: -22019172.000000 Penalty: 4155.078613
	Iteration 4Q: 3 clusters Score -2.201917e+07 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191067 members 
Mstep: Class 2 contains 165707 members 
Entering Unmasked Estep 
Score: -22022598.000000 Penalty: 4155.078613
	Iteration 5Q: 3 clusters Score -2.20226e+07 nChanged 13781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199068 members 
Mstep: Class 2 contains 157706 members 
Entering Unmasked Estep 
Score: -22028076.000000 Penalty: 4155.078613
	Iteration 6Q: 3 clusters Score -2.202808e+07 nChanged 16863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210669 members 
Mstep: Class 2 contains 146105 members 
Entering Unmasked Estep 
Score: -22037448.000000 Penalty: 4155.078613
	Iteration 7Q: 3 clusters Score -2.203745e+07 nChanged 20391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225842 members 
Mstep: Class 2 contains 130932 members 
Entering Unmasked Estep 
Score: -22051524.000000 Penalty: 4155.078613
	Iteration 8F: 3 clusters Score -2.205152e+07 nChanged 22491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242407 members 
Mstep: Class 2 contains 114367 members 
Entering Unmasked Estep 
Score: -22069518.000000 Penalty: 4155.078613
	Iteration 9F: 3 clusters Score -2.206952e+07 nChanged 21440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256701 members 
Mstep: Class 2 contains 100073 members 
Entering Unmasked Estep 
Score: -22085548.000000 Penalty: 4155.078613
	Iteration 10F: 3 clusters Score -2.208555e+07 nChanged 17181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267526 members 
Mstep: Class 2 contains 89248 members 
Entering Unmasked Estep 
Score: -22095202.000000 Penalty: 4155.078613
	Iteration 11Q: 3 clusters Score -2.20952e+07 nChanged 12338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276360 members 
Mstep: Class 2 contains 80414 members 
Entering Unmasked Estep 
Score: -22100804.000000 Penalty: 4155.078613
	Iteration 12Q: 3 clusters Score -2.21008e+07 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284741 members 
Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
Score: -22104512.000000 Penalty: 4155.078613
	Iteration 13Q: 3 clusters Score -2.210451e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293110 members 
Mstep: Class 2 contains 63664 members 
Entering Unmasked Estep 
Score: -22108302.000000 Penalty: 4155.078613
	Iteration 14Q: 3 clusters Score -2.21083e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301584 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -22112424.000000 Penalty: 4155.078613
	Iteration 15Q: 3 clusters Score -2.211242e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310038 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -22116758.000000 Penalty: 4155.078613
	Iteration 16Q: 3 clusters Score -2.211676e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318163 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -22121248.000000 Penalty: 4155.078613
	Iteration 17Q: 3 clusters Score -2.212125e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325822 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -22125718.000000 Penalty: 4155.078613
	Iteration 18Q: 3 clusters Score -2.212572e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332772 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -22130482.000000 Penalty: 4155.078613
	Iteration 19Q: 3 clusters Score -2.213048e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338722 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -22134564.000000 Penalty: 4155.078613
	Iteration 20F: 3 clusters Score -2.213456e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343715 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -22138228.000000 Penalty: 4155.078613
	Iteration 21Q: 3 clusters Score -2.213823e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347762 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -22141120.000000 Penalty: 4155.078613
	Iteration 22Q: 3 clusters Score -2.214112e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350815 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -22143428.000000 Penalty: 4155.078613
	Iteration 23Q: 3 clusters Score -2.214343e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352934 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -22145120.000000 Penalty: 4155.078613
	Iteration 24Q: 3 clusters Score -2.214512e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354333 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -22146104.000000 Penalty: 4155.078613
	Iteration 25Q: 3 clusters Score -2.21461e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355150 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -22146608.000000 Penalty: 4155.078613
	Iteration 26Q: 3 clusters Score -2.214661e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355606 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -22146940.000000 Penalty: 4155.078613
	Iteration 27Q: 3 clusters Score -2.214694e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355847 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -22147132.000000 Penalty: 4155.078613
	Iteration 28Q: 3 clusters Score -2.214713e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355972 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -22147246.000000 Penalty: 4155.078613
	Iteration 29Q: 3 clusters Score -2.214725e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356035 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -22147304.000000 Penalty: 4155.078613
	Iteration 30Q: 3 clusters Score -2.21473e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356085 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -22147358.000000 Penalty: 4155.078613
	Iteration 31Q: 3 clusters Score -2.214736e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356120 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -22147372.000000 Penalty: 4155.078613
	Iteration 32Q: 3 clusters Score -2.214737e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356144 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -22147408.000000 Penalty: 4155.078613
	Iteration 33Q: 3 clusters Score -2.214741e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356173 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -22147404.000000 Penalty: 4155.078613
	Iteration 34Q: 3 clusters Score -2.21474e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356186 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -22147398.000000 Penalty: 4155.078613
	Iteration 35Q: 3 clusters Score -2.21474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356190 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -22147418.000000 Penalty: 4155.078613
	Iteration 36Q: 3 clusters Score -2.214742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356195 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -22147418.000000 Penalty: 4155.078613
	Iteration 37Q: 3 clusters Score -2.214742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356193 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -22147432.000000 Penalty: 4155.078613
	Iteration 38Q: 3 clusters Score -2.214743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356196 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -22147426.000000 Penalty: 4155.078613
	Iteration 39Q: 3 clusters Score -2.214743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356198 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -22147416.000000 Penalty: 4155.078613
	Iteration 40F: 3 clusters Score -2.214742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356197 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -22147420.000000 Penalty: 4155.078613
	Iteration 41Q: 3 clusters Score -2.214742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356196 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -22147424.000000 Penalty: 4155.078613
	Iteration 42Q: 3 clusters Score -2.214742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356198 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -22147424.000000 Penalty: 4155.078613
	Iteration 43Q: 3 clusters Score -2.214742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356202 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -22147420.000000 Penalty: 4155.078613
	Iteration 44Q: 3 clusters Score -2.214742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356204 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -22147428.000000 Penalty: 4155.078613
	Iteration 45Q: 3 clusters Score -2.214743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356205 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -22147416.000000 Penalty: 4155.078613
	Iteration 46Q: 3 clusters Score -2.214742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356207 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -22147422.000000 Penalty: 4155.078613
	Iteration 47Q: 3 clusters Score -2.214742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356208 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -22147424.000000 Penalty: 4155.078613
	Iteration 48Q: 3 clusters Score -2.214742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356208 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -22147424.000000 Penalty: 4155.078613
	Iteration 49F: 3 clusters Score -2.214742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Entering Unmasked Estep 
Score: -512444.031250 Penalty: 1462.918945
	Iteration 0F: 2 clusters Score -512444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -506513.750000 Penalty: 2925.837891
	Iteration 0F: 3 clusters Score -506513.8 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -508514.437500 Penalty: 2925.837891
	Iteration 1F: 3 clusters Score -508514.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -509092.625000 Penalty: 2925.837891
	Iteration 2F: 3 clusters Score -509092.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -509730.218750 Penalty: 2925.837891
	Iteration 3F: 3 clusters Score -509730.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -510305.156250 Penalty: 2925.837891
	Iteration 4F: 3 clusters Score -510305.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -510799.218750 Penalty: 2925.837891
	Iteration 5F: 3 clusters Score -510799.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -511249.187500 Penalty: 2925.837891
	Iteration 6F: 3 clusters Score -511249.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -511608.000000 Penalty: 2925.837891
	Iteration 7F: 3 clusters Score -511608 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -511861.906250 Penalty: 2925.837891
	Iteration 8Q: 3 clusters Score -511861.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -512021.531250 Penalty: 2925.837891
	Iteration 9Q: 3 clusters Score -512021.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -512123.968750 Penalty: 2925.837891
	Iteration 10Q: 3 clusters Score -512124 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -512178.437500 Penalty: 2925.837891
	Iteration 11Q: 3 clusters Score -512178.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -512212.656250 Penalty: 2925.837891
	Iteration 12Q: 3 clusters Score -512212.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -512231.406250 Penalty: 2925.837891
	Iteration 13Q: 3 clusters Score -512231.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -512242.437500 Penalty: 2925.837891
	Iteration 14Q: 3 clusters Score -512242.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -512248.625000 Penalty: 2925.837891
	Iteration 15Q: 3 clusters Score -512248.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -512254.093750 Penalty: 2925.837891
	Iteration 16Q: 3 clusters Score -512254.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -512257.875000 Penalty: 2925.837891
	Iteration 17Q: 3 clusters Score -512257.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -512259.375000 Penalty: 2925.837891
	Iteration 18Q: 3 clusters Score -512259.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -512260.937500 Penalty: 2925.837891
	Iteration 19Q: 3 clusters Score -512260.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -512263.218750 Penalty: 2925.837891
	Iteration 20F: 3 clusters Score -512263.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -512262.781250 Penalty: 2925.837891
	Iteration 21Q: 3 clusters Score -512262.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -512262.531250 Penalty: 2925.837891
	Iteration 22Q: 3 clusters Score -512262.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -512262.531250 Penalty: 2925.837891
	Iteration 23F: 3 clusters Score -512262.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Entering Unmasked Estep 
Score: -956842.062500 Penalty: 1560.474854
	Iteration 0F: 2 clusters Score -956842.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -946523.437500 Penalty: 3120.949707
	Iteration 0F: 3 clusters Score -946523.4 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -950146.875000 Penalty: 3120.949707
	Iteration 1F: 3 clusters Score -950146.9 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -950508.625000 Penalty: 3120.949707
	Iteration 2F: 3 clusters Score -950508.6 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -950830.937500 Penalty: 3120.949707
	Iteration 3F: 3 clusters Score -950830.9 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -951122.312500 Penalty: 3120.949707
	Iteration 4Q: 3 clusters Score -951122.3 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -951421.687500 Penalty: 3120.949707
	Iteration 5Q: 3 clusters Score -951421.7 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -951765.812500 Penalty: 3120.949707
	Iteration 6Q: 3 clusters Score -951765.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -952168.750000 Penalty: 3120.949707
	Iteration 7Q: 3 clusters Score -952168.8 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -952729.937500 Penalty: 3120.949707
	Iteration 8F: 3 clusters Score -952729.9 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -953377.562500 Penalty: 3120.949707
	Iteration 9F: 3 clusters Score -953377.6 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -954092.562500 Penalty: 3120.949707
	Iteration 10F: 3 clusters Score -954092.6 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -954767.375000 Penalty: 3120.949707
	Iteration 11F: 3 clusters Score -954767.4 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -955368.125000 Penalty: 3120.949707
	Iteration 12Q: 3 clusters Score -955368.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -955745.000000 Penalty: 3120.949707
	Iteration 13Q: 3 clusters Score -955745 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -955905.875000 Penalty: 3120.949707
	Iteration 14Q: 3 clusters Score -955905.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -955978.625000 Penalty: 3120.949707
	Iteration 15Q: 3 clusters Score -955978.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -956011.062500 Penalty: 3120.949707
	Iteration 16Q: 3 clusters Score -956011.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -956032.562500 Penalty: 3120.949707
	Iteration 17Q: 3 clusters Score -956032.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -956048.000000 Penalty: 3120.949707
	Iteration 18Q: 3 clusters Score -956048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -956062.562500 Penalty: 3120.949707
	Iteration 19Q: 3 clusters Score -956062.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -956071.312500 Penalty: 3120.949707
	Iteration 20F: 3 clusters Score -956071.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -956074.250000 Penalty: 3120.949707
	Iteration 21Q: 3 clusters Score -956074.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -956080.562500 Penalty: 3120.949707
	Iteration 22Q: 3 clusters Score -956080.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -956082.687500 Penalty: 3120.949707
	Iteration 23Q: 3 clusters Score -956082.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -956084.125000 Penalty: 3120.949707
	Iteration 24Q: 3 clusters Score -956084.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -956086.312500 Penalty: 3120.949707
	Iteration 25Q: 3 clusters Score -956086.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -956088.562500 Penalty: 3120.949707
	Iteration 26Q: 3 clusters Score -956088.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -956091.875000 Penalty: 3120.949707
	Iteration 27Q: 3 clusters Score -956091.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -956093.750000 Penalty: 3120.949707
	Iteration 28Q: 3 clusters Score -956093.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -956096.562500 Penalty: 3120.949707
	Iteration 29Q: 3 clusters Score -956096.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -956099.687500 Penalty: 3120.949707
	Iteration 30Q: 3 clusters Score -956099.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -956107.375000 Penalty: 3120.949707
	Iteration 31Q: 3 clusters Score -956107.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -956107.000000 Penalty: 3120.949707
	Iteration 32Q: 3 clusters Score -956107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -956108.500000 Penalty: 3120.949707
	Iteration 33Q: 3 clusters Score -956108.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -956105.625000 Penalty: 3120.949707
	Iteration 34Q: 3 clusters Score -956105.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -956108.812500 Penalty: 3120.949707
	Iteration 35Q: 3 clusters Score -956108.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -956109.062500 Penalty: 3120.949707
	Iteration 36Q: 3 clusters Score -956109.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -956108.500000 Penalty: 3120.949707
	Iteration 37Q: 3 clusters Score -956108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -956109.062500 Penalty: 3120.949707
	Iteration 38Q: 3 clusters Score -956109.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -956108.312500 Penalty: 3120.949707
	Iteration 39Q: 3 clusters Score -956108.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -956109.000000 Penalty: 3120.949707
	Iteration 40F: 3 clusters Score -956109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -956110.562500 Penalty: 3120.949707
	Iteration 41Q: 3 clusters Score -956110.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -956110.562500 Penalty: 3120.949707
	Iteration 42Q: 3 clusters Score -956110.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -956111.875000 Penalty: 3120.949707
	Iteration 43Q: 3 clusters Score -956111.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -956112.562500 Penalty: 3120.949707
	Iteration 44Q: 3 clusters Score -956112.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -956115.562500 Penalty: 3120.949707
	Iteration 45Q: 3 clusters Score -956115.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -956118.187500 Penalty: 3120.949707
	Iteration 46Q: 3 clusters Score -956118.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -956116.000000 Penalty: 3120.949707
	Iteration 47Q: 3 clusters Score -956116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -956118.000000 Penalty: 3120.949707
	Iteration 48Q: 3 clusters Score -956118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -956118.187500 Penalty: 3120.949707
	Iteration 49Q: 3 clusters Score -956118.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -956119.437500 Penalty: 3120.949707
	Iteration 50Q: 3 clusters Score -956119.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -956118.187500 Penalty: 3120.949707
	Iteration 51Q: 3 clusters Score -956118.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -956123.187500 Penalty: 3120.949707
	Iteration 52Q: 3 clusters Score -956123.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -956124.625000 Penalty: 3120.949707
	Iteration 53Q: 3 clusters Score -956124.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -956127.187500 Penalty: 3120.949707
	Iteration 54Q: 3 clusters Score -956127.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -956125.375000 Penalty: 3120.949707
	Iteration 55Q: 3 clusters Score -956125.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -956125.187500 Penalty: 3120.949707
	Iteration 56Q: 3 clusters Score -956125.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -956126.125000 Penalty: 3120.949707
	Iteration 57Q: 3 clusters Score -956126.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -956126.750000 Penalty: 3120.949707
	Iteration 58Q: 3 clusters Score -956126.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -956128.687500 Penalty: 3120.949707
	Iteration 59Q: 3 clusters Score -956128.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -956129.437500 Penalty: 3120.949707
	Iteration 60F: 3 clusters Score -956129.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -956130.687500 Penalty: 3120.949707
	Iteration 61Q: 3 clusters Score -956130.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -956131.562500 Penalty: 3120.949707
	Iteration 62Q: 3 clusters Score -956131.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -956130.375000 Penalty: 3120.949707
	Iteration 63Q: 3 clusters Score -956130.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -956133.000000 Penalty: 3120.949707
	Iteration 64Q: 3 clusters Score -956133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -956134.625000 Penalty: 3120.949707
	Iteration 65Q: 3 clusters Score -956134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -956134.562500 Penalty: 3120.949707
	Iteration 66Q: 3 clusters Score -956134.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -956136.875000 Penalty: 3120.949707
	Iteration 67Q: 3 clusters Score -956136.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -956138.375000 Penalty: 3120.949707
	Iteration 68Q: 3 clusters Score -956138.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -956138.437500 Penalty: 3120.949707
	Iteration 69Q: 3 clusters Score -956138.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -956137.250000 Penalty: 3120.949707
	Iteration 70Q: 3 clusters Score -956137.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -956140.000000 Penalty: 3120.949707
	Iteration 71Q: 3 clusters Score -956140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -956141.062500 Penalty: 3120.949707
	Iteration 72Q: 3 clusters Score -956141.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -956141.562500 Penalty: 3120.949707
	Iteration 73Q: 3 clusters Score -956141.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -956141.437500 Penalty: 3120.949707
	Iteration 74Q: 3 clusters Score -956141.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -956142.500000 Penalty: 3120.949707
	Iteration 75Q: 3 clusters Score -956142.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -956143.312500 Penalty: 3120.949707
	Iteration 76Q: 3 clusters Score -956143.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -956146.312500 Penalty: 3120.949707
	Iteration 77Q: 3 clusters Score -956146.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -956148.187500 Penalty: 3120.949707
	Iteration 78Q: 3 clusters Score -956148.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -956145.125000 Penalty: 3120.949707
	Iteration 79Q: 3 clusters Score -956145.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -956143.562500 Penalty: 3120.949707
	Iteration 80F: 3 clusters Score -956143.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -956144.500000 Penalty: 3120.949707
	Iteration 81Q: 3 clusters Score -956144.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -956146.875000 Penalty: 3120.949707
	Iteration 82Q: 3 clusters Score -956146.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -956148.312500 Penalty: 3120.949707
	Iteration 83Q: 3 clusters Score -956148.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -956147.812500 Penalty: 3120.949707
	Iteration 84Q: 3 clusters Score -956147.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -956148.937500 Penalty: 3120.949707
	Iteration 85Q: 3 clusters Score -956148.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -956149.812500 Penalty: 3120.949707
	Iteration 86Q: 3 clusters Score -956149.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -956149.000000 Penalty: 3120.949707
	Iteration 87Q: 3 clusters Score -956149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -956149.000000 Penalty: 3120.949707
	Iteration 88F: 3 clusters Score -956149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Entering Unmasked Estep 
Score: -950033.500000 Penalty: 1558.565308
	Iteration 0F: 2 clusters Score -950033.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -939988.750000 Penalty: 3117.130615
	Iteration 0F: 3 clusters Score -939988.8 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -943301.125000 Penalty: 3117.130615
	Iteration 1F: 3 clusters Score -943301.1 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -943564.125000 Penalty: 3117.130615
	Iteration 2Q: 3 clusters Score -943564.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -943839.375000 Penalty: 3117.130615
	Iteration 3Q: 3 clusters Score -943839.4 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -944134.250000 Penalty: 3117.130615
	Iteration 4Q: 3 clusters Score -944134.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -944476.250000 Penalty: 3117.130615
	Iteration 5Q: 3 clusters Score -944476.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -944922.812500 Penalty: 3117.130615
	Iteration 6F: 3 clusters Score -944922.8 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -945469.062500 Penalty: 3117.130615
	Iteration 7F: 3 clusters Score -945469.1 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -946070.812500 Penalty: 3117.130615
	Iteration 8F: 3 clusters Score -946070.8 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -946715.500000 Penalty: 3117.130615
	Iteration 9F: 3 clusters Score -946715.5 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -947233.562500 Penalty: 3117.130615
	Iteration 10Q: 3 clusters Score -947233.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -947572.125000 Penalty: 3117.130615
	Iteration 11Q: 3 clusters Score -947572.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -947742.250000 Penalty: 3117.130615
	Iteration 12Q: 3 clusters Score -947742.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -947853.937500 Penalty: 3117.130615
	Iteration 13Q: 3 clusters Score -947853.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -947935.312500 Penalty: 3117.130615
	Iteration 14Q: 3 clusters Score -947935.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -948012.312500 Penalty: 3117.130615
	Iteration 15Q: 3 clusters Score -948012.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -948086.875000 Penalty: 3117.130615
	Iteration 16Q: 3 clusters Score -948086.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -948145.750000 Penalty: 3117.130615
	Iteration 17Q: 3 clusters Score -948145.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -948205.312500 Penalty: 3117.130615
	Iteration 18Q: 3 clusters Score -948205.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -948259.625000 Penalty: 3117.130615
	Iteration 19Q: 3 clusters Score -948259.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -948308.750000 Penalty: 3117.130615
	Iteration 20F: 3 clusters Score -948308.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -948354.000000 Penalty: 3117.130615
	Iteration 21Q: 3 clusters Score -948354 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -948390.875000 Penalty: 3117.130615
	Iteration 22Q: 3 clusters Score -948390.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -948431.187500 Penalty: 3117.130615
	Iteration 23Q: 3 clusters Score -948431.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -948458.875000 Penalty: 3117.130615
	Iteration 24Q: 3 clusters Score -948458.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -948488.625000 Penalty: 3117.130615
	Iteration 25Q: 3 clusters Score -948488.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -948510.812500 Penalty: 3117.130615
	Iteration 26Q: 3 clusters Score -948510.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -948536.062500 Penalty: 3117.130615
	Iteration 27Q: 3 clusters Score -948536.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -948557.062500 Penalty: 3117.130615
	Iteration 28Q: 3 clusters Score -948557.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -948581.562500 Penalty: 3117.130615
	Iteration 29Q: 3 clusters Score -948581.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -948604.437500 Penalty: 3117.130615
	Iteration 30Q: 3 clusters Score -948604.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -948622.562500 Penalty: 3117.130615
	Iteration 31Q: 3 clusters Score -948622.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -948635.750000 Penalty: 3117.130615
	Iteration 32Q: 3 clusters Score -948635.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -948646.750000 Penalty: 3117.130615
	Iteration 33Q: 3 clusters Score -948646.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -948655.687500 Penalty: 3117.130615
	Iteration 34Q: 3 clusters Score -948655.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -948664.062500 Penalty: 3117.130615
	Iteration 35Q: 3 clusters Score -948664.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -948669.000000 Penalty: 3117.130615
	Iteration 36Q: 3 clusters Score -948669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -948674.375000 Penalty: 3117.130615
	Iteration 37Q: 3 clusters Score -948674.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -948680.937500 Penalty: 3117.130615
	Iteration 38Q: 3 clusters Score -948680.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -948682.625000 Penalty: 3117.130615
	Iteration 39Q: 3 clusters Score -948682.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -948686.125000 Penalty: 3117.130615
	Iteration 40F: 3 clusters Score -948686.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -948692.875000 Penalty: 3117.130615
	Iteration 41Q: 3 clusters Score -948692.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -948699.250000 Penalty: 3117.130615
	Iteration 42Q: 3 clusters Score -948699.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -948705.250000 Penalty: 3117.130615
	Iteration 43Q: 3 clusters Score -948705.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -948713.312500 Penalty: 3117.130615
	Iteration 44Q: 3 clusters Score -948713.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -948718.500000 Penalty: 3117.130615
	Iteration 45Q: 3 clusters Score -948718.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -948724.750000 Penalty: 3117.130615
	Iteration 46Q: 3 clusters Score -948724.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -948736.187500 Penalty: 3117.130615
	Iteration 47Q: 3 clusters Score -948736.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -948742.375000 Penalty: 3117.130615
	Iteration 48Q: 3 clusters Score -948742.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -948755.562500 Penalty: 3117.130615
	Iteration 49Q: 3 clusters Score -948755.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -948763.187500 Penalty: 3117.130615
	Iteration 50Q: 3 clusters Score -948763.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -948766.562500 Penalty: 3117.130615
	Iteration 51Q: 3 clusters Score -948766.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -948771.125000 Penalty: 3117.130615
	Iteration 52Q: 3 clusters Score -948771.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -948772.562500 Penalty: 3117.130615
	Iteration 53Q: 3 clusters Score -948772.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -948773.125000 Penalty: 3117.130615
	Iteration 54Q: 3 clusters Score -948773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -948773.687500 Penalty: 3117.130615
	Iteration 55Q: 3 clusters Score -948773.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -948773.250000 Penalty: 3117.130615
	Iteration 56Q: 3 clusters Score -948773.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -948773.937500 Penalty: 3117.130615
	Iteration 57Q: 3 clusters Score -948773.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -948775.500000 Penalty: 3117.130615
	Iteration 58Q: 3 clusters Score -948775.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -948775.812500 Penalty: 3117.130615
	Iteration 59Q: 3 clusters Score -948775.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -948780.562500 Penalty: 3117.130615
	Iteration 60F: 3 clusters Score -948780.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -948781.000000 Penalty: 3117.130615
	Iteration 61Q: 3 clusters Score -948781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -948783.937500 Penalty: 3117.130615
	Iteration 62Q: 3 clusters Score -948783.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -948785.500000 Penalty: 3117.130615
	Iteration 63Q: 3 clusters Score -948785.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -948785.625000 Penalty: 3117.130615
	Iteration 64Q: 3 clusters Score -948785.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -948787.812500 Penalty: 3117.130615
	Iteration 65Q: 3 clusters Score -948787.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -948790.312500 Penalty: 3117.130615
	Iteration 66Q: 3 clusters Score -948790.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -948793.437500 Penalty: 3117.130615
	Iteration 67Q: 3 clusters Score -948793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -948795.937500 Penalty: 3117.130615
	Iteration 68Q: 3 clusters Score -948795.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -948797.875000 Penalty: 3117.130615
	Iteration 69Q: 3 clusters Score -948797.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -948799.062500 Penalty: 3117.130615
	Iteration 70Q: 3 clusters Score -948799.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -948801.625000 Penalty: 3117.130615
	Iteration 71Q: 3 clusters Score -948801.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -948802.750000 Penalty: 3117.130615
	Iteration 72Q: 3 clusters Score -948802.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -948805.062500 Penalty: 3117.130615
	Iteration 73Q: 3 clusters Score -948805.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -948807.062500 Penalty: 3117.130615
	Iteration 74Q: 3 clusters Score -948807.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -948807.437500 Penalty: 3117.130615
	Iteration 75Q: 3 clusters Score -948807.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -948810.187500 Penalty: 3117.130615
	Iteration 76Q: 3 clusters Score -948810.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -948811.375000 Penalty: 3117.130615
	Iteration 77Q: 3 clusters Score -948811.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -948812.187500 Penalty: 3117.130615
	Iteration 78Q: 3 clusters Score -948812.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -948811.875000 Penalty: 3117.130615
	Iteration 79Q: 3 clusters Score -948811.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -948811.875000 Penalty: 3117.130615
	Iteration 80F: 3 clusters Score -948811.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -169778.500000 Penalty: 1280.200195
	Iteration 0F: 2 clusters Score -169778.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -167297.093750 Penalty: 2560.400391
	Iteration 0F: 3 clusters Score -167297.1 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -167816.046875 Penalty: 2560.400391
	Iteration 1F: 3 clusters Score -167816 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -167928.718750 Penalty: 2560.400391
	Iteration 2F: 3 clusters Score -167928.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -167999.750000 Penalty: 2560.400391
	Iteration 3Q: 3 clusters Score -167999.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -168043.390625 Penalty: 2560.400391
	Iteration 4Q: 3 clusters Score -168043.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -168074.531250 Penalty: 2560.400391
	Iteration 5Q: 3 clusters Score -168074.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -168100.125000 Penalty: 2560.400391
	Iteration 6Q: 3 clusters Score -168100.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -168117.812500 Penalty: 2560.400391
	Iteration 7Q: 3 clusters Score -168117.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -168132.718750 Penalty: 2560.400391
	Iteration 8Q: 3 clusters Score -168132.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -168147.531250 Penalty: 2560.400391
	Iteration 9Q: 3 clusters Score -168147.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -168163.359375 Penalty: 2560.400391
	Iteration 10Q: 3 clusters Score -168163.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -168177.171875 Penalty: 2560.400391
	Iteration 11Q: 3 clusters Score -168177.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -168188.421875 Penalty: 2560.400391
	Iteration 12Q: 3 clusters Score -168188.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -168194.500000 Penalty: 2560.400391
	Iteration 13Q: 3 clusters Score -168194.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -168201.750000 Penalty: 2560.400391
	Iteration 14Q: 3 clusters Score -168201.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -168208.921875 Penalty: 2560.400391
	Iteration 15Q: 3 clusters Score -168208.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -168219.281250 Penalty: 2560.400391
	Iteration 16Q: 3 clusters Score -168219.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -168230.500000 Penalty: 2560.400391
	Iteration 17Q: 3 clusters Score -168230.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -168241.875000 Penalty: 2560.400391
	Iteration 18Q: 3 clusters Score -168241.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -168250.906250 Penalty: 2560.400391
	Iteration 19Q: 3 clusters Score -168250.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -168257.109375 Penalty: 2560.400391
	Iteration 20F: 3 clusters Score -168257.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -168261.875000 Penalty: 2560.400391
	Iteration 21Q: 3 clusters Score -168261.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -168269.390625 Penalty: 2560.400391
	Iteration 22Q: 3 clusters Score -168269.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -168274.484375 Penalty: 2560.400391
	Iteration 23Q: 3 clusters Score -168274.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -168278.781250 Penalty: 2560.400391
	Iteration 24Q: 3 clusters Score -168278.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -168283.500000 Penalty: 2560.400391
	Iteration 25Q: 3 clusters Score -168283.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -168290.250000 Penalty: 2560.400391
	Iteration 26Q: 3 clusters Score -168290.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -168293.343750 Penalty: 2560.400391
	Iteration 27Q: 3 clusters Score -168293.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -168297.984375 Penalty: 2560.400391
	Iteration 28Q: 3 clusters Score -168298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -168304.625000 Penalty: 2560.400391
	Iteration 29Q: 3 clusters Score -168304.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -168309.031250 Penalty: 2560.400391
	Iteration 30Q: 3 clusters Score -168309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -168316.515625 Penalty: 2560.400391
	Iteration 31Q: 3 clusters Score -168316.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -168325.968750 Penalty: 2560.400391
	Iteration 32Q: 3 clusters Score -168326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -168338.359375 Penalty: 2560.400391
	Iteration 33Q: 3 clusters Score -168338.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -168350.171875 Penalty: 2560.400391
	Iteration 34Q: 3 clusters Score -168350.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -168364.843750 Penalty: 2560.400391
	Iteration 35Q: 3 clusters Score -168364.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -168379.359375 Penalty: 2560.400391
	Iteration 36Q: 3 clusters Score -168379.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -168395.125000 Penalty: 2560.400391
	Iteration 37Q: 3 clusters Score -168395.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -168410.921875 Penalty: 2560.400391
	Iteration 38Q: 3 clusters Score -168410.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -168426.765625 Penalty: 2560.400391
	Iteration 39Q: 3 clusters Score -168426.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -168449.468750 Penalty: 2560.400391
	Iteration 40F: 3 clusters Score -168449.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -168472.390625 Penalty: 2560.400391
	Iteration 41Q: 3 clusters Score -168472.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -168494.578125 Penalty: 2560.400391
	Iteration 42Q: 3 clusters Score -168494.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -168528.359375 Penalty: 2560.400391
	Iteration 43Q: 3 clusters Score -168528.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -168575.312500 Penalty: 2560.400391
	Iteration 44Q: 3 clusters Score -168575.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -168634.656250 Penalty: 2560.400391
	Iteration 45Q: 3 clusters Score -168634.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -168702.031250 Penalty: 2560.400391
	Iteration 46Q: 3 clusters Score -168702 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -168773.437500 Penalty: 2560.400391
	Iteration 47Q: 3 clusters Score -168773.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -168852.187500 Penalty: 2560.400391
	Iteration 48Q: 3 clusters Score -168852.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -168919.968750 Penalty: 2560.400391
	Iteration 49Q: 3 clusters Score -168920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -168971.296875 Penalty: 2560.400391
	Iteration 50Q: 3 clusters Score -168971.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -169000.468750 Penalty: 2560.400391
	Iteration 51Q: 3 clusters Score -169000.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -169027.281250 Penalty: 2560.400391
	Iteration 52Q: 3 clusters Score -169027.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -169054.812500 Penalty: 2560.400391
	Iteration 53Q: 3 clusters Score -169054.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -169076.328125 Penalty: 2560.400391
	Iteration 54Q: 3 clusters Score -169076.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -169090.609375 Penalty: 2560.400391
	Iteration 55Q: 3 clusters Score -169090.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -169099.031250 Penalty: 2560.400391
	Iteration 56Q: 3 clusters Score -169099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -169108.062500 Penalty: 2560.400391
	Iteration 57Q: 3 clusters Score -169108.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -169117.671875 Penalty: 2560.400391
	Iteration 58Q: 3 clusters Score -169117.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -169124.484375 Penalty: 2560.400391
	Iteration 59Q: 3 clusters Score -169124.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -169128.625000 Penalty: 2560.400391
	Iteration 60F: 3 clusters Score -169128.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -169133.062500 Penalty: 2560.400391
	Iteration 61Q: 3 clusters Score -169133.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -169137.578125 Penalty: 2560.400391
	Iteration 62Q: 3 clusters Score -169137.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -169142.296875 Penalty: 2560.400391
	Iteration 63Q: 3 clusters Score -169142.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -169145.312500 Penalty: 2560.400391
	Iteration 64Q: 3 clusters Score -169145.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -169145.500000 Penalty: 2560.400391
	Iteration 65Q: 3 clusters Score -169145.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -169145.500000 Penalty: 2560.400391
	Iteration 66F: 3 clusters Score -169145.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -46842.156250 Penalty: 1074.238037
	Iteration 0F: 2 clusters Score -46842.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -45558.039062 Penalty: 2148.476074
	Iteration 0F: 3 clusters Score -45558.04 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -45758.859375 Penalty: 2148.476074
	Iteration 1F: 3 clusters Score -45758.86 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -45816.777344 Penalty: 2148.476074
	Iteration 2F: 3 clusters Score -45816.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -45846.656250 Penalty: 2148.476074
	Iteration 3Q: 3 clusters Score -45846.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -45857.789062 Penalty: 2148.476074
	Iteration 4Q: 3 clusters Score -45857.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -45868.304688 Penalty: 2148.476074
	Iteration 5Q: 3 clusters Score -45868.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -45876.808594 Penalty: 2148.476074
	Iteration 6Q: 3 clusters Score -45876.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -45881.808594 Penalty: 2148.476074
	Iteration 7Q: 3 clusters Score -45881.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -45886.789062 Penalty: 2148.476074
	Iteration 8Q: 3 clusters Score -45886.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -45891.820312 Penalty: 2148.476074
	Iteration 9Q: 3 clusters Score -45891.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -45899.917969 Penalty: 2148.476074
	Iteration 10Q: 3 clusters Score -45899.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -45904.167969 Penalty: 2148.476074
	Iteration 11Q: 3 clusters Score -45904.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -45907.949219 Penalty: 2148.476074
	Iteration 12Q: 3 clusters Score -45907.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -45909.054688 Penalty: 2148.476074
	Iteration 13Q: 3 clusters Score -45909.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -45912.574219 Penalty: 2148.476074
	Iteration 14Q: 3 clusters Score -45912.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -45914.894531 Penalty: 2148.476074
	Iteration 15Q: 3 clusters Score -45914.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -45915.250000 Penalty: 2148.476074
	Iteration 16Q: 3 clusters Score -45915.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -45915.250000 Penalty: 2148.476074
	Iteration 17F: 3 clusters Score -45915.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Entering Unmasked Estep 
Score: -1037394.062500 Penalty: 1575.074463
	Iteration 0F: 2 clusters Score -1037394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1026313.875000 Penalty: 3150.148926
	Iteration 0F: 3 clusters Score -1026314 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1030054.750000 Penalty: 3150.148926
	Iteration 1F: 3 clusters Score -1030055 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1030320.437500 Penalty: 3150.148926
	Iteration 2Q: 3 clusters Score -1030320 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1030536.375000 Penalty: 3150.148926
	Iteration 3Q: 3 clusters Score -1030536 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1030708.500000 Penalty: 3150.148926
	Iteration 4Q: 3 clusters Score -1030708 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1030842.250000 Penalty: 3150.148926
	Iteration 5Q: 3 clusters Score -1030842 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1030964.062500 Penalty: 3150.148926
	Iteration 6Q: 3 clusters Score -1030964 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1031057.750000 Penalty: 3150.148926
	Iteration 7Q: 3 clusters Score -1031058 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1031158.500000 Penalty: 3150.148926
	Iteration 8Q: 3 clusters Score -1031158 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1031254.687500 Penalty: 3150.148926
	Iteration 9Q: 3 clusters Score -1031255 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1031351.000000 Penalty: 3150.148926
	Iteration 10Q: 3 clusters Score -1031351 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1031486.437500 Penalty: 3150.148926
	Iteration 11Q: 3 clusters Score -1031486 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1031680.625000 Penalty: 3150.148926
	Iteration 12Q: 3 clusters Score -1031681 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1031945.375000 Penalty: 3150.148926
	Iteration 13Q: 3 clusters Score -1031945 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1032272.625000 Penalty: 3150.148926
	Iteration 14Q: 3 clusters Score -1032273 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1032708.125000 Penalty: 3150.148926
	Iteration 15Q: 3 clusters Score -1032708 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1033102.875000 Penalty: 3150.148926
	Iteration 16Q: 3 clusters Score -1033103 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1033387.062500 Penalty: 3150.148926
	Iteration 17Q: 3 clusters Score -1033387 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1033546.687500 Penalty: 3150.148926
	Iteration 18Q: 3 clusters Score -1033547 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1033652.562500 Penalty: 3150.148926
	Iteration 19Q: 3 clusters Score -1033653 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1033725.000000 Penalty: 3150.148926
	Iteration 20F: 3 clusters Score -1033725 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1033791.937500 Penalty: 3150.148926
	Iteration 21Q: 3 clusters Score -1033792 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1033858.625000 Penalty: 3150.148926
	Iteration 22Q: 3 clusters Score -1033859 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1033922.500000 Penalty: 3150.148926
	Iteration 23Q: 3 clusters Score -1033922 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1033987.437500 Penalty: 3150.148926
	Iteration 24Q: 3 clusters Score -1033987 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1034056.125000 Penalty: 3150.148926
	Iteration 25Q: 3 clusters Score -1034056 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1034115.625000 Penalty: 3150.148926
	Iteration 26Q: 3 clusters Score -1034116 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1034155.375000 Penalty: 3150.148926
	Iteration 27Q: 3 clusters Score -1034155 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1034192.937500 Penalty: 3150.148926
	Iteration 28Q: 3 clusters Score -1034193 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1034232.250000 Penalty: 3150.148926
	Iteration 29Q: 3 clusters Score -1034232 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1034276.562500 Penalty: 3150.148926
	Iteration 30Q: 3 clusters Score -1034277 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1034305.562500 Penalty: 3150.148926
	Iteration 31Q: 3 clusters Score -1034306 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1034345.125000 Penalty: 3150.148926
	Iteration 32Q: 3 clusters Score -1034345 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1034377.375000 Penalty: 3150.148926
	Iteration 33Q: 3 clusters Score -1034377 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1034409.250000 Penalty: 3150.148926
	Iteration 34Q: 3 clusters Score -1034409 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1034434.437500 Penalty: 3150.148926
	Iteration 35Q: 3 clusters Score -1034434 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1034459.812500 Penalty: 3150.148926
	Iteration 36Q: 3 clusters Score -1034460 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1034493.875000 Penalty: 3150.148926
	Iteration 37Q: 3 clusters Score -1034494 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1034522.750000 Penalty: 3150.148926
	Iteration 38Q: 3 clusters Score -1034523 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1034550.375000 Penalty: 3150.148926
	Iteration 39Q: 3 clusters Score -1034550 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1034588.812500 Penalty: 3150.148926
	Iteration 40F: 3 clusters Score -1034589 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1034618.562500 Penalty: 3150.148926
	Iteration 41Q: 3 clusters Score -1034619 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1034651.562500 Penalty: 3150.148926
	Iteration 42Q: 3 clusters Score -1034652 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1034693.000000 Penalty: 3150.148926
	Iteration 43Q: 3 clusters Score -1034693 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1034726.062500 Penalty: 3150.148926
	Iteration 44Q: 3 clusters Score -1034726 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1034756.375000 Penalty: 3150.148926
	Iteration 45Q: 3 clusters Score -1034756 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1034790.750000 Penalty: 3150.148926
	Iteration 46Q: 3 clusters Score -1034791 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1034819.687500 Penalty: 3150.148926
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1034852.750000 Penalty: 3150.148926
	Iteration 48Q: 3 clusters Score -1034853 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1034891.062500 Penalty: 3150.148926
	Iteration 49Q: 3 clusters Score -1034891 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1034915.562500 Penalty: 3150.148926
	Iteration 50Q: 3 clusters Score -1034916 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1034938.000000 Penalty: 3150.148926
	Iteration 51Q: 3 clusters Score -1034938 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1034968.187500 Penalty: 3150.148926
	Iteration 52Q: 3 clusters Score -1034968 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1034991.875000 Penalty: 3150.148926
	Iteration 53Q: 3 clusters Score -1034992 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1035009.250000 Penalty: 3150.148926
	Iteration 54Q: 3 clusters Score -1035009 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1035023.625000 Penalty: 3150.148926
	Iteration 55Q: 3 clusters Score -1035024 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1035040 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1035056.812500 Penalty: 3150.148926
	Iteration 57Q: 3 clusters Score -1035057 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1035079.937500 Penalty: 3150.148926
	Iteration 58Q: 3 clusters Score -1035080 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1035096 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1035117.687500 Penalty: 3150.148926
	Iteration 60F: 3 clusters Score -1035118 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1035136.625000 Penalty: 3150.148926
	Iteration 61Q: 3 clusters Score -1035137 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1035150.812500 Penalty: 3150.148926
	Iteration 62Q: 3 clusters Score -1035151 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1035168.875000 Penalty: 3150.148926
	Iteration 63Q: 3 clusters Score -1035169 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1035184.812500 Penalty: 3150.148926
	Iteration 64Q: 3 clusters Score -1035185 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1035195.750000 Penalty: 3150.148926
	Iteration 65Q: 3 clusters Score -1035196 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1035207.062500 Penalty: 3150.148926
	Iteration 66Q: 3 clusters Score -1035207 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1035214.187500 Penalty: 3150.148926
	Iteration 67Q: 3 clusters Score -1035214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1035220.625000 Penalty: 3150.148926
	Iteration 68Q: 3 clusters Score -1035221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1035229.250000 Penalty: 3150.148926
	Iteration 69Q: 3 clusters Score -1035229 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1035240.187500 Penalty: 3150.148926
	Iteration 70Q: 3 clusters Score -1035240 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1035250.875000 Penalty: 3150.148926
	Iteration 71Q: 3 clusters Score -1035251 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1035259.437500 Penalty: 3150.148926
	Iteration 72Q: 3 clusters Score -1035259 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1035272.312500 Penalty: 3150.148926
	Iteration 73Q: 3 clusters Score -1035272 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1035288.375000 Penalty: 3150.148926
	Iteration 74Q: 3 clusters Score -1035288 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1035306.250000 Penalty: 3150.148926
	Iteration 75Q: 3 clusters Score -1035306 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1035327.187500 Penalty: 3150.148926
	Iteration 76Q: 3 clusters Score -1035327 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1035342.750000 Penalty: 3150.148926
	Iteration 77Q: 3 clusters Score -1035343 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1035356 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1035370 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1035382.562500 Penalty: 3150.148926
	Iteration 80F: 3 clusters Score -1035383 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1035394.687500 Penalty: 3150.148926
	Iteration 81Q: 3 clusters Score -1035395 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1035400.312500 Penalty: 3150.148926
	Iteration 82Q: 3 clusters Score -1035400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1035409.437500 Penalty: 3150.148926
	Iteration 83Q: 3 clusters Score -1035409 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1035415.437500 Penalty: 3150.148926
	Iteration 84Q: 3 clusters Score -1035415 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1035425.312500 Penalty: 3150.148926
	Iteration 85Q: 3 clusters Score -1035425 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1035431.437500 Penalty: 3150.148926
	Iteration 86Q: 3 clusters Score -1035431 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1035438.750000 Penalty: 3150.148926
	Iteration 87Q: 3 clusters Score -1035439 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1035444.250000 Penalty: 3150.148926
	Iteration 88Q: 3 clusters Score -1035444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1035451.187500 Penalty: 3150.148926
	Iteration 89Q: 3 clusters Score -1035451 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1035463.062500 Penalty: 3150.148926
	Iteration 90Q: 3 clusters Score -1035463 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1035470.625000 Penalty: 3150.148926
	Iteration 91Q: 3 clusters Score -1035471 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1035479.062500 Penalty: 3150.148926
	Iteration 92Q: 3 clusters Score -1035479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1035487.250000 Penalty: 3150.148926
	Iteration 93Q: 3 clusters Score -1035487 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1035492.875000 Penalty: 3150.148926
	Iteration 94Q: 3 clusters Score -1035493 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1035505.125000 Penalty: 3150.148926
	Iteration 95Q: 3 clusters Score -1035505 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1035512.625000 Penalty: 3150.148926
	Iteration 96Q: 3 clusters Score -1035513 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1035523.875000 Penalty: 3150.148926
	Iteration 97Q: 3 clusters Score -1035524 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1035538.000000 Penalty: 3150.148926
	Iteration 98Q: 3 clusters Score -1035538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1035551.875000 Penalty: 3150.148926
	Iteration 99Q: 3 clusters Score -1035552 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1035560.375000 Penalty: 3150.148926
	Iteration 100F: 3 clusters Score -1035560 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1035572.375000 Penalty: 3150.148926
	Iteration 101Q: 3 clusters Score -1035572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1035581.187500 Penalty: 3150.148926
	Iteration 102Q: 3 clusters Score -1035581 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1035596.875000 Penalty: 3150.148926
	Iteration 103Q: 3 clusters Score -1035597 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1035610.062500 Penalty: 3150.148926
	Iteration 104Q: 3 clusters Score -1035610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1035625.437500 Penalty: 3150.148926
	Iteration 105Q: 3 clusters Score -1035625 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1035635.250000 Penalty: 3150.148926
	Iteration 106Q: 3 clusters Score -1035635 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1035644.250000 Penalty: 3150.148926
	Iteration 107Q: 3 clusters Score -1035644 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1035654.812500 Penalty: 3150.148926
	Iteration 108Q: 3 clusters Score -1035655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1035659.500000 Penalty: 3150.148926
	Iteration 109Q: 3 clusters Score -1035660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1035667.500000 Penalty: 3150.148926
	Iteration 110Q: 3 clusters Score -1035668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1035670.875000 Penalty: 3150.148926
	Iteration 111Q: 3 clusters Score -1035671 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1035676.375000 Penalty: 3150.148926
	Iteration 112Q: 3 clusters Score -1035676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1035683.187500 Penalty: 3150.148926
	Iteration 113Q: 3 clusters Score -1035683 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1035694.000000 Penalty: 3150.148926
	Iteration 114Q: 3 clusters Score -1035694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1035694.750000 Penalty: 3150.148926
	Iteration 115Q: 3 clusters Score -1035695 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1035704.500000 Penalty: 3150.148926
	Iteration 116Q: 3 clusters Score -1035704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1035719.375000 Penalty: 3150.148926
	Iteration 117Q: 3 clusters Score -1035719 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1035734.625000 Penalty: 3150.148926
	Iteration 118Q: 3 clusters Score -1035735 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1035753.500000 Penalty: 3150.148926
	Iteration 119Q: 3 clusters Score -1035754 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1035763.625000 Penalty: 3150.148926
	Iteration 120F: 3 clusters Score -1035764 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1035777.125000 Penalty: 3150.148926
	Iteration 121Q: 3 clusters Score -1035777 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1035788.062500 Penalty: 3150.148926
	Iteration 122Q: 3 clusters Score -1035788 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1035803.437500 Penalty: 3150.148926
	Iteration 123Q: 3 clusters Score -1035803 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1035816.500000 Penalty: 3150.148926
	Iteration 124Q: 3 clusters Score -1035816 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1035825.312500 Penalty: 3150.148926
	Iteration 125Q: 3 clusters Score -1035825 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1035847.125000 Penalty: 3150.148926
	Iteration 126Q: 3 clusters Score -1035847 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1035863.875000 Penalty: 3150.148926
	Iteration 127Q: 3 clusters Score -1035864 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1035880.562500 Penalty: 3150.148926
	Iteration 128Q: 3 clusters Score -1035881 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1035899.625000 Penalty: 3150.148926
	Iteration 129Q: 3 clusters Score -1035900 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1035921.062500 Penalty: 3150.148926
	Iteration 130Q: 3 clusters Score -1035921 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1035939.312500 Penalty: 3150.148926
	Iteration 131Q: 3 clusters Score -1035939 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1035951.625000 Penalty: 3150.148926
	Iteration 132Q: 3 clusters Score -1035952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1035967.687500 Penalty: 3150.148926
	Iteration 133Q: 3 clusters Score -1035968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1035979.437500 Penalty: 3150.148926
	Iteration 134Q: 3 clusters Score -1035979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1035992.312500 Penalty: 3150.148926
	Iteration 135Q: 3 clusters Score -1035992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1035998.062500 Penalty: 3150.148926
	Iteration 136Q: 3 clusters Score -1035998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1036008.187500 Penalty: 3150.148926
	Iteration 137Q: 3 clusters Score -1036008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1036017.250000 Penalty: 3150.148926
	Iteration 138Q: 3 clusters Score -1036017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1036023.562500 Penalty: 3150.148926
	Iteration 139Q: 3 clusters Score -1036024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1036027.875000 Penalty: 3150.148926
	Iteration 140F: 3 clusters Score -1036028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1036036.312500 Penalty: 3150.148926
	Iteration 141Q: 3 clusters Score -1036036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1036042.250000 Penalty: 3150.148926
	Iteration 142Q: 3 clusters Score -1036042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1036044.875000 Penalty: 3150.148926
	Iteration 143Q: 3 clusters Score -1036045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1036051.312500 Penalty: 3150.148926
	Iteration 144Q: 3 clusters Score -1036051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1036053.875000 Penalty: 3150.148926
	Iteration 145Q: 3 clusters Score -1036054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1036053.625000 Penalty: 3150.148926
	Iteration 146Q: 3 clusters Score -1036054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1036054.062500 Penalty: 3150.148926
	Iteration 147Q: 3 clusters Score -1036054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1036056.250000 Penalty: 3150.148926
	Iteration 148Q: 3 clusters Score -1036056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1036058.375000 Penalty: 3150.148926
	Iteration 149Q: 3 clusters Score -1036058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1036061.375000 Penalty: 3150.148926
	Iteration 150Q: 3 clusters Score -1036061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1036061.500000 Penalty: 3150.148926
	Iteration 151Q: 3 clusters Score -1036062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1036061.437500 Penalty: 3150.148926
	Iteration 152Q: 3 clusters Score -1036061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1036060.437500 Penalty: 3150.148926
	Iteration 153Q: 3 clusters Score -1036060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1036061.187500 Penalty: 3150.148926
	Iteration 154Q: 3 clusters Score -1036061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1036060.625000 Penalty: 3150.148926
	Iteration 155Q: 3 clusters Score -1036061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1036061.375000 Penalty: 3150.148926
	Iteration 156Q: 3 clusters Score -1036061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1036061.062500 Penalty: 3150.148926
	Iteration 157Q: 3 clusters Score -1036061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1036061.062500 Penalty: 3150.148926
	Iteration 158F: 3 clusters Score -1036061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Entering Unmasked Estep 
Score: -207848.437500 Penalty: 1334.365967
	Iteration 0F: 2 clusters Score -207848.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -204712.703125 Penalty: 2668.731934
	Iteration 0F: 3 clusters Score -204712.7 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -205552.593750 Penalty: 2668.731934
	Iteration 1F: 3 clusters Score -205552.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -205721.531250 Penalty: 2668.731934
	Iteration 2F: 3 clusters Score -205721.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -205890.015625 Penalty: 2668.731934
	Iteration 3F: 3 clusters Score -205890 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -206122.125000 Penalty: 2668.731934
	Iteration 4F: 3 clusters Score -206122.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -206411.906250 Penalty: 2668.731934
	Iteration 5F: 3 clusters Score -206411.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -206651.250000 Penalty: 2668.731934
	Iteration 6F: 3 clusters Score -206651.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -206881.921875 Penalty: 2668.731934
	Iteration 7F: 3 clusters Score -206881.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -207054.531250 Penalty: 2668.731934
	Iteration 8Q: 3 clusters Score -207054.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -207178.390625 Penalty: 2668.731934
	Iteration 9Q: 3 clusters Score -207178.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -207258.796875 Penalty: 2668.731934
	Iteration 10Q: 3 clusters Score -207258.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -207294.828125 Penalty: 2668.731934
	Iteration 11Q: 3 clusters Score -207294.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -207317.453125 Penalty: 2668.731934
	Iteration 12Q: 3 clusters Score -207317.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -207337.031250 Penalty: 2668.731934
	Iteration 13Q: 3 clusters Score -207337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -207350.500000 Penalty: 2668.731934
	Iteration 14Q: 3 clusters Score -207350.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -207359.359375 Penalty: 2668.731934
	Iteration 15Q: 3 clusters Score -207359.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -207368.468750 Penalty: 2668.731934
	Iteration 16Q: 3 clusters Score -207368.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -207374.312500 Penalty: 2668.731934
	Iteration 17Q: 3 clusters Score -207374.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -207377.609375 Penalty: 2668.731934
	Iteration 18Q: 3 clusters Score -207377.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -207382.937500 Penalty: 2668.731934
	Iteration 19Q: 3 clusters Score -207382.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -207397.406250 Penalty: 2668.731934
	Iteration 20F: 3 clusters Score -207397.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -207417.703125 Penalty: 2668.731934
	Iteration 21Q: 3 clusters Score -207417.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -207455.109375 Penalty: 2668.731934
	Iteration 22Q: 3 clusters Score -207455.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -207496.640625 Penalty: 2668.731934
	Iteration 23Q: 3 clusters Score -207496.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -207525.093750 Penalty: 2668.731934
	Iteration 24Q: 3 clusters Score -207525.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -207561.906250 Penalty: 2668.731934
	Iteration 25Q: 3 clusters Score -207561.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -207575.250000 Penalty: 2668.731934
	Iteration 26Q: 3 clusters Score -207575.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -207580.937500 Penalty: 2668.731934
	Iteration 27Q: 3 clusters Score -207580.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -207584.546875 Penalty: 2668.731934
	Iteration 28Q: 3 clusters Score -207584.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -207585.656250 Penalty: 2668.731934
	Iteration 29Q: 3 clusters Score -207585.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -207587.187500 Penalty: 2668.731934
	Iteration 30Q: 3 clusters Score -207587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -207587.843750 Penalty: 2668.731934
	Iteration 31Q: 3 clusters Score -207587.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -207587.843750 Penalty: 2668.731934
	Iteration 32F: 3 clusters Score -207587.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 18555 members 
Mstep: Class 3 contains 130357 members 
Mstep: Class 4 contains 18582 members 
Mstep: Class 5 contains 26382 members 
Mstep: Class 6 contains 50378 members 
Mstep: Class 8 contains 356774 members 
Mstep: Class 9 contains 8124 members 
Mstep: Class 13 contains 14808 members 
Mstep: Class 14 contains 14635 members 
Mstep: Class 15 contains 2639 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16200 members 
Mstep: Class 20 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799320.000000 Penalty: 30561.902344
Iteration 199Q: 15 clusters Score -4.179932e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 18551 members 
Mstep: Class 3 contains 130350 members 
Mstep: Class 4 contains 18582 members 
Mstep: Class 5 contains 26378 members 
Mstep: Class 6 contains 50373 members 
Mstep: Class 8 contains 356809 members 
Mstep: Class 9 contains 8124 members 
Mstep: Class 13 contains 14806 members 
Mstep: Class 14 contains 14627 members 
Mstep: Class 15 contains 2639 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16196 members 
Mstep: Class 20 contains 3683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799340.000000 Penalty: 30561.902344
Iteration 200F: 15 clusters Score -4.179934e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 18550 members 
Mstep: Class 3 contains 130340 members 
Mstep: Class 4 contains 18583 members 
Mstep: Class 5 contains 26375 members 
Mstep: Class 6 contains 50364 members 
Mstep: Class 8 contains 356839 members 
Mstep: Class 9 contains 8124 members 
Mstep: Class 13 contains 14805 members 
Mstep: Class 14 contains 14624 members 
Mstep: Class 15 contains 2641 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16192 members 
Mstep: Class 20 contains 3682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799360.000000 Penalty: 30561.902344
Iteration 201Q: 15 clusters Score -4.179936e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 18547 members 
Mstep: Class 3 contains 130333 members 
Mstep: Class 4 contains 18585 members 
Mstep: Class 5 contains 26374 members 
Mstep: Class 6 contains 50355 members 
Mstep: Class 8 contains 356864 members 
Mstep: Class 9 contains 8125 members 
Mstep: Class 13 contains 14805 members 
Mstep: Class 14 contains 14620 members 
Mstep: Class 15 contains 2642 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16189 members 
Mstep: Class 20 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799312.000000 Penalty: 30561.902344
Iteration 202Q: 15 clusters Score -4.179931e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 18545 members 
Mstep: Class 3 contains 130328 members 
Mstep: Class 4 contains 18585 members 
Mstep: Class 5 contains 26370 members 
Mstep: Class 6 contains 50350 members 
Mstep: Class 8 contains 356890 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14797 members 
Mstep: Class 14 contains 14618 members 
Mstep: Class 15 contains 2643 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16187 members 
Mstep: Class 20 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799308.000000 Penalty: 30561.902344
Iteration 203Q: 15 clusters Score -4.179931e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 18541 members 
Mstep: Class 3 contains 130326 members 
Mstep: Class 4 contains 18585 members 
Mstep: Class 5 contains 26363 members 
Mstep: Class 6 contains 50345 members 
Mstep: Class 8 contains 356918 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14793 members 
Mstep: Class 14 contains 14617 members 
Mstep: Class 15 contains 2643 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16182 members 
Mstep: Class 20 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799276.000000 Penalty: 30561.902344
Iteration 204Q: 15 clusters Score -4.179928e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 18540 members 
Mstep: Class 3 contains 130321 members 
Mstep: Class 4 contains 18586 members 
Mstep: Class 5 contains 26352 members 
Mstep: Class 6 contains 50342 members 
Mstep: Class 8 contains 356942 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14790 members 
Mstep: Class 14 contains 14617 members 
Mstep: Class 15 contains 2643 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16179 members 
Mstep: Class 20 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799260.000000 Penalty: 30561.902344
Iteration 205Q: 15 clusters Score -4.179926e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 18538 members 
Mstep: Class 3 contains 130313 members 
Mstep: Class 4 contains 18586 members 
Mstep: Class 5 contains 26347 members 
Mstep: Class 6 contains 50333 members 
Mstep: Class 8 contains 356969 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14789 members 
Mstep: Class 14 contains 14617 members 
Mstep: Class 15 contains 2644 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16176 members 
Mstep: Class 20 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799328.000000 Penalty: 30561.902344
Iteration 206Q: 15 clusters Score -4.179933e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 18536 members 
Mstep: Class 3 contains 130303 members 
Mstep: Class 4 contains 18587 members 
Mstep: Class 5 contains 26342 members 
Mstep: Class 6 contains 50326 members 
Mstep: Class 8 contains 356999 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14614 members 
Mstep: Class 15 contains 2644 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16173 members 
Mstep: Class 20 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799304.000000 Penalty: 30561.902344
Iteration 207Q: 15 clusters Score -4.17993e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 18532 members 
Mstep: Class 3 contains 130293 members 
Mstep: Class 4 contains 18588 members 
Mstep: Class 5 contains 26335 members 
Mstep: Class 6 contains 50314 members 
Mstep: Class 8 contains 357042 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14606 members 
Mstep: Class 15 contains 2644 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16171 members 
Mstep: Class 20 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799296.000000 Penalty: 30561.902344
Iteration 208Q: 15 clusters Score -4.17993e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 18529 members 
Mstep: Class 3 contains 130285 members 
Mstep: Class 4 contains 18587 members 
Mstep: Class 5 contains 26335 members 
Mstep: Class 6 contains 50302 members 
Mstep: Class 8 contains 357077 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14786 members 
Mstep: Class 14 contains 14602 members 
Mstep: Class 15 contains 2645 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16167 members 
Mstep: Class 20 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799236.000000 Penalty: 30561.902344
Iteration 209Q: 15 clusters Score -4.179924e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 18529 members 
Mstep: Class 3 contains 130274 members 
Mstep: Class 4 contains 18587 members 
Mstep: Class 5 contains 26333 members 
Mstep: Class 6 contains 50290 members 
Mstep: Class 8 contains 357109 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14786 members 
Mstep: Class 14 contains 14601 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16160 members 
Mstep: Class 20 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799232.000000 Penalty: 30561.902344
Iteration 210Q: 15 clusters Score -4.179923e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 18530 members 
Mstep: Class 3 contains 130262 members 
Mstep: Class 4 contains 18587 members 
Mstep: Class 5 contains 26329 members 
Mstep: Class 6 contains 50284 members 
Mstep: Class 8 contains 357137 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14787 members 
Mstep: Class 14 contains 14600 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16155 members 
Mstep: Class 20 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799228.000000 Penalty: 30561.902344
Iteration 211Q: 15 clusters Score -4.179923e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 18529 members 
Mstep: Class 3 contains 130254 members 
Mstep: Class 4 contains 18588 members 
Mstep: Class 5 contains 26328 members 
Mstep: Class 6 contains 50270 members 
Mstep: Class 8 contains 357170 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14787 members 
Mstep: Class 14 contains 14597 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16154 members 
Mstep: Class 20 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799212.000000 Penalty: 30561.902344
Iteration 212Q: 15 clusters Score -4.179921e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 18529 members 
Mstep: Class 3 contains 130248 members 
Mstep: Class 4 contains 18590 members 
Mstep: Class 5 contains 26326 members 
Mstep: Class 6 contains 50261 members 
Mstep: Class 8 contains 357196 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14787 members 
Mstep: Class 14 contains 14590 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16154 members 
Mstep: Class 20 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799180.000000 Penalty: 30561.902344
Iteration 213Q: 15 clusters Score -4.179918e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 18529 members 
Mstep: Class 3 contains 130240 members 
Mstep: Class 4 contains 18592 members 
Mstep: Class 5 contains 26324 members 
Mstep: Class 6 contains 50251 members 
Mstep: Class 8 contains 357220 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14787 members 
Mstep: Class 14 contains 14588 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16154 members 
Mstep: Class 20 contains 3678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799172.000000 Penalty: 30561.902344
Iteration 214Q: 15 clusters Score -4.179917e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 18529 members 
Mstep: Class 3 contains 130235 members 
Mstep: Class 4 contains 18592 members 
Mstep: Class 5 contains 26319 members 
Mstep: Class 6 contains 50243 members 
Mstep: Class 8 contains 357242 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14586 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16154 members 
Mstep: Class 20 contains 3677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799156.000000 Penalty: 30561.902344
Iteration 215Q: 15 clusters Score -4.179916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 18529 members 
Mstep: Class 3 contains 130230 members 
Mstep: Class 4 contains 18593 members 
Mstep: Class 5 contains 26314 members 
Mstep: Class 6 contains 50238 members 
Mstep: Class 8 contains 357257 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14787 members 
Mstep: Class 14 contains 14586 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16155 members 
Mstep: Class 20 contains 3676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799168.000000 Penalty: 30561.902344
Iteration 216Q: 15 clusters Score -4.179917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 18529 members 
Mstep: Class 3 contains 130225 members 
Mstep: Class 4 contains 18593 members 
Mstep: Class 5 contains 26310 members 
Mstep: Class 6 contains 50231 members 
Mstep: Class 8 contains 357274 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14585 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16155 members 
Mstep: Class 20 contains 3675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799160.000000 Penalty: 30561.902344
Iteration 217Q: 15 clusters Score -4.179916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 18529 members 
Mstep: Class 3 contains 130221 members 
Mstep: Class 4 contains 18594 members 
Mstep: Class 5 contains 26308 members 
Mstep: Class 6 contains 50226 members 
Mstep: Class 8 contains 357285 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14584 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16155 members 
Mstep: Class 20 contains 3674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799168.000000 Penalty: 30561.902344
Iteration 218Q: 15 clusters Score -4.179917e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 18529 members 
Mstep: Class 3 contains 130215 members 
Mstep: Class 4 contains 18596 members 
Mstep: Class 5 contains 26305 members 
Mstep: Class 6 contains 50222 members 
Mstep: Class 8 contains 357300 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14582 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16155 members 
Mstep: Class 20 contains 3673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799156.000000 Penalty: 30561.902344
Iteration 219Q: 15 clusters Score -4.179916e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 18529 members 
Mstep: Class 3 contains 130211 members 
Mstep: Class 4 contains 18595 members 
Mstep: Class 5 contains 26301 members 
Mstep: Class 6 contains 50218 members 
Mstep: Class 8 contains 357316 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14581 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16154 members 
Mstep: Class 20 contains 3673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799148.000000 Penalty: 30561.902344
Iteration 220F: 15 clusters Score -4.179915e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 18529 members 
Mstep: Class 3 contains 130208 members 
Mstep: Class 4 contains 18596 members 
Mstep: Class 5 contains 26299 members 
Mstep: Class 6 contains 50216 members 
Mstep: Class 8 contains 357330 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14578 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16152 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799112.000000 Penalty: 30561.902344
Iteration 221Q: 15 clusters Score -4.179911e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 18529 members 
Mstep: Class 3 contains 130206 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26297 members 
Mstep: Class 6 contains 50211 members 
Mstep: Class 8 contains 357347 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14573 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16151 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799104.000000 Penalty: 30561.902344
Iteration 222Q: 15 clusters Score -4.17991e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 18529 members 
Mstep: Class 3 contains 130203 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26294 members 
Mstep: Class 6 contains 50207 members 
Mstep: Class 8 contains 357363 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14571 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16150 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799068.000000 Penalty: 30561.902344
Iteration 223Q: 15 clusters Score -4.179907e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 18530 members 
Mstep: Class 3 contains 130198 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26289 members 
Mstep: Class 6 contains 50200 members 
Mstep: Class 8 contains 357386 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14568 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16151 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799076.000000 Penalty: 30561.902344
Iteration 224Q: 15 clusters Score -4.179908e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 18530 members 
Mstep: Class 3 contains 130195 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26286 members 
Mstep: Class 6 contains 50194 members 
Mstep: Class 8 contains 357401 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14568 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16151 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799080.000000 Penalty: 30561.902344
Iteration 225Q: 15 clusters Score -4.179908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 18530 members 
Mstep: Class 3 contains 130191 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26285 members 
Mstep: Class 6 contains 50184 members 
Mstep: Class 8 contains 357419 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14567 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16151 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799096.000000 Penalty: 30561.902344
Iteration 226Q: 15 clusters Score -4.17991e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 18529 members 
Mstep: Class 3 contains 130190 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26281 members 
Mstep: Class 6 contains 50178 members 
Mstep: Class 8 contains 357432 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14567 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16151 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799128.000000 Penalty: 30561.902344
Iteration 227Q: 15 clusters Score -4.179913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 18527 members 
Mstep: Class 3 contains 130187 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26279 members 
Mstep: Class 6 contains 50173 members 
Mstep: Class 8 contains 357443 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14567 members 
Mstep: Class 15 contains 2647 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16151 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799116.000000 Penalty: 30561.902344
Iteration 228Q: 15 clusters Score -4.179912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 18525 members 
Mstep: Class 3 contains 130185 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26275 members 
Mstep: Class 6 contains 50169 members 
Mstep: Class 8 contains 357453 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14567 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16151 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799120.000000 Penalty: 30561.902344
Iteration 229Q: 15 clusters Score -4.179912e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 18523 members 
Mstep: Class 3 contains 130180 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26272 members 
Mstep: Class 6 contains 50163 members 
Mstep: Class 8 contains 357468 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14566 members 
Mstep: Class 15 contains 2651 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16151 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799120.000000 Penalty: 30561.902344
Iteration 230Q: 15 clusters Score -4.179912e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 18522 members 
Mstep: Class 3 contains 130177 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26265 members 
Mstep: Class 6 contains 50159 members 
Mstep: Class 8 contains 357482 members 
Mstep: Class 9 contains 8125 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14566 members 
Mstep: Class 15 contains 2653 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16151 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799140.000000 Penalty: 30561.902344
Iteration 231Q: 15 clusters Score -4.179914e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 18520 members 
Mstep: Class 3 contains 130174 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26255 members 
Mstep: Class 6 contains 50156 members 
Mstep: Class 8 contains 357503 members 
Mstep: Class 9 contains 8125 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14565 members 
Mstep: Class 15 contains 2653 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16149 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799172.000000 Penalty: 30561.902344
Iteration 232Q: 15 clusters Score -4.179917e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 18519 members 
Mstep: Class 3 contains 130172 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26242 members 
Mstep: Class 6 contains 50152 members 
Mstep: Class 8 contains 357521 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14564 members 
Mstep: Class 15 contains 2655 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16149 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799216.000000 Penalty: 30561.902344
Iteration 233Q: 15 clusters Score -4.179922e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 18517 members 
Mstep: Class 3 contains 130167 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26232 members 
Mstep: Class 6 contains 50149 members 
Mstep: Class 8 contains 357536 members 
Mstep: Class 9 contains 8128 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14564 members 
Mstep: Class 15 contains 2658 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16149 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799200.000000 Penalty: 30561.902344
Iteration 234Q: 15 clusters Score -4.17992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 18512 members 
Mstep: Class 3 contains 130163 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26225 members 
Mstep: Class 6 contains 50145 members 
Mstep: Class 8 contains 357553 members 
Mstep: Class 9 contains 8129 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14564 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16150 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799204.000000 Penalty: 30561.902344
Iteration 235Q: 15 clusters Score -4.17992e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 18507 members 
Mstep: Class 3 contains 130159 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26219 members 
Mstep: Class 6 contains 50139 members 
Mstep: Class 8 contains 357574 members 
Mstep: Class 9 contains 8129 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14564 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16149 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799196.000000 Penalty: 30561.902344
Iteration 236Q: 15 clusters Score -4.17992e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 18500 members 
Mstep: Class 3 contains 130158 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26212 members 
Mstep: Class 6 contains 50129 members 
Mstep: Class 8 contains 357599 members 
Mstep: Class 9 contains 8129 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14564 members 
Mstep: Class 15 contains 2660 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16148 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799188.000000 Penalty: 30561.902344
Iteration 237Q: 15 clusters Score -4.179919e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 18493 members 
Mstep: Class 3 contains 130155 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26203 members 
Mstep: Class 6 contains 50124 members 
Mstep: Class 8 contains 357624 members 
Mstep: Class 9 contains 8129 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14563 members 
Mstep: Class 15 contains 2661 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16146 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799180.000000 Penalty: 30561.902344
Iteration 238Q: 15 clusters Score -4.179918e+07 nChanged 19
Entering ConstructFrom: 
Score: -41799180.000000 Penalty: 30561.902344
Entering ConstructFrom: 
Trying to split cluster 1 (20790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Entering Unmasked Estep 
Score: -1316112.250000 Penalty: 1615.611938
	Iteration 0F: 2 clusters Score -1316112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1301886.500000 Penalty: 3231.223877
	Iteration 0F: 3 clusters Score -1301886 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1307428.625000 Penalty: 3231.223877
	Iteration 1F: 3 clusters Score -1307429 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1308090.250000 Penalty: 3231.223877
	Iteration 2F: 3 clusters Score -1308090 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1308911.750000 Penalty: 3231.223877
	Iteration 3F: 3 clusters Score -1308912 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1309893.625000 Penalty: 3231.223877
	Iteration 4F: 3 clusters Score -1309894 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1310934.375000 Penalty: 3231.223877
	Iteration 5F: 3 clusters Score -1310934 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1311994.000000 Penalty: 3231.223877
	Iteration 6F: 3 clusters Score -1311994 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1313014.125000 Penalty: 3231.223877
	Iteration 7F: 3 clusters Score -1313014 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -1313887.500000 Penalty: 3231.223877
	Iteration 8F: 3 clusters Score -1313888 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -1314478.125000 Penalty: 3231.223877
	Iteration 9Q: 3 clusters Score -1314478 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -1314896.000000 Penalty: 3231.223877
	Iteration 10Q: 3 clusters Score -1314896 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -1315181.000000 Penalty: 3231.223877
	Iteration 11Q: 3 clusters Score -1315181 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -1315418.875000 Penalty: 3231.223877
	Iteration 12Q: 3 clusters Score -1315419 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -1315601.000000 Penalty: 3231.223877
	Iteration 13Q: 3 clusters Score -1315601 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -1315722.875000 Penalty: 3231.223877
	Iteration 14Q: 3 clusters Score -1315723 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -1315786.375000 Penalty: 3231.223877
	Iteration 15Q: 3 clusters Score -1315786 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -1315824.750000 Penalty: 3231.223877
	Iteration 16Q: 3 clusters Score -1315825 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -1315843.000000 Penalty: 3231.223877
	Iteration 17Q: 3 clusters Score -1315843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -1315864.125000 Penalty: 3231.223877
	Iteration 18Q: 3 clusters Score -1315864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -1315872.000000 Penalty: 3231.223877
	Iteration 19Q: 3 clusters Score -1315872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -1315888.875000 Penalty: 3231.223877
	Iteration 20F: 3 clusters Score -1315889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -1315892.875000 Penalty: 3231.223877
	Iteration 21Q: 3 clusters Score -1315893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -1315896.500000 Penalty: 3231.223877
	Iteration 22Q: 3 clusters Score -1315896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -1315900.250000 Penalty: 3231.223877
	Iteration 23Q: 3 clusters Score -1315900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -1315904.625000 Penalty: 3231.223877
	Iteration 24Q: 3 clusters Score -1315905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -1315907.000000 Penalty: 3231.223877
	Iteration 25Q: 3 clusters Score -1315907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -1315909.375000 Penalty: 3231.223877
	Iteration 26Q: 3 clusters Score -1315909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -1315909.125000 Penalty: 3231.223877
	Iteration 27Q: 3 clusters Score -1315909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -1315909.125000 Penalty: 3231.223877
	Iteration 28F: 3 clusters Score -1315909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Entering Unmasked Estep 
Score: -1179087.500000 Penalty: 1596.577637
	Iteration 0F: 2 clusters Score -1179088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1166460.375000 Penalty: 3193.155273
	Iteration 0F: 3 clusters Score -1166460 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1171700.875000 Penalty: 3193.155273
	Iteration 1F: 3 clusters Score -1171701 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1172671.125000 Penalty: 3193.155273
	Iteration 2F: 3 clusters Score -1172671 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1173642.125000 Penalty: 3193.155273
	Iteration 3F: 3 clusters Score -1173642 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1174591.750000 Penalty: 3193.155273
	Iteration 4F: 3 clusters Score -1174592 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1175444.875000 Penalty: 3193.155273
	Iteration 5F: 3 clusters Score -1175445 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1176215.875000 Penalty: 3193.155273
	Iteration 6F: 3 clusters Score -1176216 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1176788.500000 Penalty: 3193.155273
	Iteration 7F: 3 clusters Score -1176788 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1177217.625000 Penalty: 3193.155273
	Iteration 8Q: 3 clusters Score -1177218 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1177531.375000 Penalty: 3193.155273
	Iteration 9Q: 3 clusters Score -1177531 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1177819.750000 Penalty: 3193.155273
	Iteration 10Q: 3 clusters Score -1177820 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1178097.875000 Penalty: 3193.155273
	Iteration 11Q: 3 clusters Score -1178098 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1178371.000000 Penalty: 3193.155273
	Iteration 12Q: 3 clusters Score -1178371 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1178583.250000 Penalty: 3193.155273
	Iteration 13Q: 3 clusters Score -1178583 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1178721.250000 Penalty: 3193.155273
	Iteration 14Q: 3 clusters Score -1178721 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -1178811.750000 Penalty: 3193.155273
	Iteration 15Q: 3 clusters Score -1178812 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1178888.000000 Penalty: 3193.155273
	Iteration 16Q: 3 clusters Score -1178888 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -1178946.000000 Penalty: 3193.155273
	Iteration 17Q: 3 clusters Score -1178946 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -1178996.375000 Penalty: 3193.155273
	Iteration 18Q: 3 clusters Score -1178996 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -1179045.500000 Penalty: 3193.155273
	Iteration 19Q: 3 clusters Score -1179046 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -1179082.875000 Penalty: 3193.155273
	Iteration 20F: 3 clusters Score -1179083 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1179116.000000 Penalty: 3193.155273
	Iteration 21Q: 3 clusters Score -1179116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -1179133.625000 Penalty: 3193.155273
	Iteration 22Q: 3 clusters Score -1179134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1179150.000000 Penalty: 3193.155273
	Iteration 23Q: 3 clusters Score -1179150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1179161.250000 Penalty: 3193.155273
	Iteration 24Q: 3 clusters Score -1179161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -1179175.125000 Penalty: 3193.155273
	Iteration 25Q: 3 clusters Score -1179175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -1179179.750000 Penalty: 3193.155273
	Iteration 26Q: 3 clusters Score -1179180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -1179187.125000 Penalty: 3193.155273
	Iteration 27Q: 3 clusters Score -1179187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -1179192.250000 Penalty: 3193.155273
	Iteration 28Q: 3 clusters Score -1179192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -1179195.500000 Penalty: 3193.155273
	Iteration 29Q: 3 clusters Score -1179196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -1179199.125000 Penalty: 3193.155273
	Iteration 30Q: 3 clusters Score -1179199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -1179201.375000 Penalty: 3193.155273
	Iteration 31Q: 3 clusters Score -1179201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -1179200.500000 Penalty: 3193.155273
	Iteration 32Q: 3 clusters Score -1179200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -1179200.875000 Penalty: 3193.155273
	Iteration 33Q: 3 clusters Score -1179201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -1179201.625000 Penalty: 3193.155273
	Iteration 34Q: 3 clusters Score -1179202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -1179203.500000 Penalty: 3193.155273
	Iteration 35Q: 3 clusters Score -1179204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -1179203.875000 Penalty: 3193.155273
	Iteration 36Q: 3 clusters Score -1179204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -1179203.750000 Penalty: 3193.155273
	Iteration 37Q: 3 clusters Score -1179204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -1179206.125000 Penalty: 3193.155273
	Iteration 38Q: 3 clusters Score -1179206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -1179204.125000 Penalty: 3193.155273
	Iteration 39Q: 3 clusters Score -1179204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -1179203.875000 Penalty: 3193.155273
	Iteration 40F: 3 clusters Score -1179204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -1179207.000000 Penalty: 3193.155273
	Iteration 41Q: 3 clusters Score -1179207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -1179206.000000 Penalty: 3193.155273
	Iteration 42Q: 3 clusters Score -1179206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -1179206.125000 Penalty: 3193.155273
	Iteration 43Q: 3 clusters Score -1179206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -1179206.125000 Penalty: 3193.155273
	Iteration 44F: 3 clusters Score -1179206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 819 members 
Mstep: Class 3 contains 130150 members 
Mstep: Class 4 contains 18596 members 
Mstep: Class 5 contains 26201 members 
Mstep: Class 6 contains 50117 members 
Mstep: Class 7 contains 17673 members 
Mstep: Class 8 contains 357640 members 
Mstep: Class 9 contains 8130 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14562 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16145 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
Score: -41798852.000000 Penalty: 32744.896484
Splitting cluster 2 changes total score from -41799180.000000 to -41798852.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (130150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130150 members 
Entering Unmasked Estep 
Score: -8335709.000000 Penalty: 1913.671875
	Iteration 0F: 2 clusters Score -8335709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 65171 members 
Entering Unmasked Estep 
Score: -8248382.500000 Penalty: 3827.343750
	Iteration 0F: 3 clusters Score -8248382 nChanged 62546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 67525 members 
Entering Unmasked Estep 
Score: -8285071.000000 Penalty: 3827.343750
	Iteration 1F: 3 clusters Score -8285071 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61194 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -8285766.000000 Penalty: 3827.343750
	Iteration 2Q: 3 clusters Score -8285766 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -8286667.000000 Penalty: 3827.343750
	Iteration 3Q: 3 clusters Score -8286667 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 74558 members 
Entering Unmasked Estep 
Score: -8288096.500000 Penalty: 3827.343750
	Iteration 4Q: 3 clusters Score -8288096 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -8290543.000000 Penalty: 3827.343750
	Iteration 5Q: 3 clusters Score -8290543 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 86957 members 
Entering Unmasked Estep 
Score: -8294901.500000 Penalty: 3827.343750
	Iteration 6F: 3 clusters Score -8294902 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 96637 members 
Entering Unmasked Estep 
Score: -8302369.000000 Penalty: 3827.343750
	Iteration 7F: 3 clusters Score -8302369 nChanged 11318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 107927 members 
Entering Unmasked Estep 
Score: -8312695.000000 Penalty: 3827.343750
	Iteration 8F: 3 clusters Score -8312695 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 118246 members 
Entering Unmasked Estep 
Score: -8322897.500000 Penalty: 3827.343750
	Iteration 9F: 3 clusters Score -8322898 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 125038 members 
Entering Unmasked Estep 
Score: -8329615.500000 Penalty: 3827.343750
	Iteration 10F: 3 clusters Score -8329616 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 128178 members 
Entering Unmasked Estep 
Score: -8332532.500000 Penalty: 3827.343750
	Iteration 11Q: 3 clusters Score -8332532 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 129327 members 
Entering Unmasked Estep 
Score: -8333493.000000 Penalty: 3827.343750
	Iteration 12Q: 3 clusters Score -8333493 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 129700 members 
Entering Unmasked Estep 
Score: -8333779.500000 Penalty: 3827.343750
	Iteration 13Q: 3 clusters Score -8333780 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 129825 members 
Entering Unmasked Estep 
Score: -8333917.000000 Penalty: 3827.343750
	Iteration 14Q: 3 clusters Score -8333917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 129874 members 
Entering Unmasked Estep 
Score: -8333961.500000 Penalty: 3827.343750
	Iteration 15Q: 3 clusters Score -8333962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 129895 members 
Entering Unmasked Estep 
Score: -8333990.500000 Penalty: 3827.343750
	Iteration 16Q: 3 clusters Score -8333990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 129914 members 
Entering Unmasked Estep 
Score: -8334013.000000 Penalty: 3827.343750
	Iteration 17Q: 3 clusters Score -8334013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 129923 members 
Entering Unmasked Estep 
Score: -8334033.500000 Penalty: 3827.343750
	Iteration 18Q: 3 clusters Score -8334034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 129929 members 
Entering Unmasked Estep 
Score: -8334046.000000 Penalty: 3827.343750
	Iteration 19Q: 3 clusters Score -8334046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 129932 members 
Entering Unmasked Estep 
Score: -8334048.500000 Penalty: 3827.343750
	Iteration 20F: 3 clusters Score -8334048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 129934 members 
Entering Unmasked Estep 
Score: -8334052.500000 Penalty: 3827.343750
	Iteration 21Q: 3 clusters Score -8334052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 129934 members 
Entering Unmasked Estep 
Score: -8334058.000000 Penalty: 3827.343750
	Iteration 22Q: 3 clusters Score -8334058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 129935 members 
Entering Unmasked Estep 
Score: -8334058.000000 Penalty: 3827.343750
	Iteration 23Q: 3 clusters Score -8334058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 129936 members 
Entering Unmasked Estep 
Score: -8334062.000000 Penalty: 3827.343750
	Iteration 24Q: 3 clusters Score -8334062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 129936 members 
Entering Unmasked Estep 
Score: -8334062.000000 Penalty: 3827.343750
	Iteration 25F: 3 clusters Score -8334062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Entering Unmasked Estep 
Score: -1124993.750000 Penalty: 1597.489014
	Iteration 0F: 2 clusters Score -1124994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1112273.375000 Penalty: 3194.978027
	Iteration 0F: 3 clusters Score -1112273 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1116701.750000 Penalty: 3194.978027
	Iteration 1F: 3 clusters Score -1116702 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1117030.500000 Penalty: 3194.978027
	Iteration 2F: 3 clusters Score -1117030 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1117307.750000 Penalty: 3194.978027
	Iteration 3Q: 3 clusters Score -1117308 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1117583.000000 Penalty: 3194.978027
	Iteration 4Q: 3 clusters Score -1117583 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1117903.750000 Penalty: 3194.978027
	Iteration 5Q: 3 clusters Score -1117904 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1118318.375000 Penalty: 3194.978027
	Iteration 6Q: 3 clusters Score -1118318 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1118862.375000 Penalty: 3194.978027
	Iteration 7F: 3 clusters Score -1118862 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1119552.000000 Penalty: 3194.978027
	Iteration 8F: 3 clusters Score -1119552 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1120362.625000 Penalty: 3194.978027
	Iteration 9F: 3 clusters Score -1120363 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1121223.125000 Penalty: 3194.978027
	Iteration 10F: 3 clusters Score -1121223 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1121963.000000 Penalty: 3194.978027
	Iteration 11Q: 3 clusters Score -1121963 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1122477.250000 Penalty: 3194.978027
	Iteration 12Q: 3 clusters Score -1122477 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -1122826.625000 Penalty: 3194.978027
	Iteration 13Q: 3 clusters Score -1122827 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -1123095.000000 Penalty: 3194.978027
	Iteration 14Q: 3 clusters Score -1123095 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1123250.000000 Penalty: 3194.978027
	Iteration 15Q: 3 clusters Score -1123250 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -1123355.375000 Penalty: 3194.978027
	Iteration 16Q: 3 clusters Score -1123355 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -1123444.125000 Penalty: 3194.978027
	Iteration 17Q: 3 clusters Score -1123444 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -1123496.125000 Penalty: 3194.978027
	Iteration 18Q: 3 clusters Score -1123496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -1123535.625000 Penalty: 3194.978027
	Iteration 19Q: 3 clusters Score -1123536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -1123573.500000 Penalty: 3194.978027
	Iteration 20F: 3 clusters Score -1123574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -1123587.250000 Penalty: 3194.978027
	Iteration 21Q: 3 clusters Score -1123587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -1123605.875000 Penalty: 3194.978027
	Iteration 22Q: 3 clusters Score -1123606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -1123623.500000 Penalty: 3194.978027
	Iteration 23Q: 3 clusters Score -1123624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -1123637.375000 Penalty: 3194.978027
	Iteration 24Q: 3 clusters Score -1123637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -1123644.125000 Penalty: 3194.978027
	Iteration 25Q: 3 clusters Score -1123644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -1123647.625000 Penalty: 3194.978027
	Iteration 26Q: 3 clusters Score -1123648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -1123650.000000 Penalty: 3194.978027
	Iteration 27Q: 3 clusters Score -1123650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -1123651.375000 Penalty: 3194.978027
	Iteration 28Q: 3 clusters Score -1123651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -1123651.375000 Penalty: 3194.978027
	Iteration 29F: 3 clusters Score -1123651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Entering Unmasked Estep 
Score: -1675070.250000 Penalty: 1653.202271
	Iteration 0F: 2 clusters Score -1675070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1657371.125000 Penalty: 3306.404541
	Iteration 0F: 3 clusters Score -1657371 nChanged 12083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1663932.500000 Penalty: 3306.404541
	Iteration 1F: 3 clusters Score -1663932 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1664246.125000 Penalty: 3306.404541
	Iteration 2Q: 3 clusters Score -1664246 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1664512.375000 Penalty: 3306.404541
	Iteration 3Q: 3 clusters Score -1664512 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1664725.000000 Penalty: 3306.404541
	Iteration 4Q: 3 clusters Score -1664725 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1664921.250000 Penalty: 3306.404541
	Iteration 5Q: 3 clusters Score -1664921 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1665119.000000 Penalty: 3306.404541
	Iteration 6Q: 3 clusters Score -1665119 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1665330.875000 Penalty: 3306.404541
	Iteration 7Q: 3 clusters Score -1665331 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1665587.125000 Penalty: 3306.404541
	Iteration 8Q: 3 clusters Score -1665587 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1665929.750000 Penalty: 3306.404541
	Iteration 9Q: 3 clusters Score -1665930 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1666462.625000 Penalty: 3306.404541
	Iteration 10Q: 3 clusters Score -1666463 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1667239.875000 Penalty: 3306.404541
	Iteration 11Q: 3 clusters Score -1667240 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1668225.875000 Penalty: 3306.404541
	Iteration 12F: 3 clusters Score -1668226 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1669248.125000 Penalty: 3306.404541
	Iteration 13F: 3 clusters Score -1669248 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1669859.375000 Penalty: 3306.404541
	Iteration 14Q: 3 clusters Score -1669859 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1670148.250000 Penalty: 3306.404541
	Iteration 15Q: 3 clusters Score -1670148 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1670315.125000 Penalty: 3306.404541
	Iteration 16Q: 3 clusters Score -1670315 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1670444.500000 Penalty: 3306.404541
	Iteration 17Q: 3 clusters Score -1670444 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1670553.625000 Penalty: 3306.404541
	Iteration 18Q: 3 clusters Score -1670554 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1670648.125000 Penalty: 3306.404541
	Iteration 19Q: 3 clusters Score -1670648 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1670741.500000 Penalty: 3306.404541
	Iteration 20F: 3 clusters Score -1670742 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1670800.875000 Penalty: 3306.404541
	Iteration 21Q: 3 clusters Score -1670801 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1670866.875000 Penalty: 3306.404541
	Iteration 22Q: 3 clusters Score -1670867 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1670903.375000 Penalty: 3306.404541
	Iteration 23Q: 3 clusters Score -1670903 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1670941.375000 Penalty: 3306.404541
	Iteration 24Q: 3 clusters Score -1670941 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1670978.875000 Penalty: 3306.404541
	Iteration 25Q: 3 clusters Score -1670979 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1671019.125000 Penalty: 3306.404541
	Iteration 26Q: 3 clusters Score -1671019 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1671045.250000 Penalty: 3306.404541
	Iteration 27Q: 3 clusters Score -1671045 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1671073.625000 Penalty: 3306.404541
	Iteration 28Q: 3 clusters Score -1671074 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1671097.375000 Penalty: 3306.404541
	Iteration 29Q: 3 clusters Score -1671097 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1671120.000000 Penalty: 3306.404541
	Iteration 30Q: 3 clusters Score -1671120 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1671147.625000 Penalty: 3306.404541
	Iteration 31Q: 3 clusters Score -1671148 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1671170.250000 Penalty: 3306.404541
	Iteration 32Q: 3 clusters Score -1671170 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1671190.375000 Penalty: 3306.404541
	Iteration 33Q: 3 clusters Score -1671190 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1671203.500000 Penalty: 3306.404541
	Iteration 34Q: 3 clusters Score -1671204 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1671212.500000 Penalty: 3306.404541
	Iteration 35Q: 3 clusters Score -1671212 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1671231.500000 Penalty: 3306.404541
	Iteration 36Q: 3 clusters Score -1671232 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1671245.625000 Penalty: 3306.404541
	Iteration 37Q: 3 clusters Score -1671246 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1671250.375000 Penalty: 3306.404541
	Iteration 38Q: 3 clusters Score -1671250 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1671266.500000 Penalty: 3306.404541
	Iteration 39Q: 3 clusters Score -1671266 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1671279.250000 Penalty: 3306.404541
	Iteration 40F: 3 clusters Score -1671279 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1671285.125000 Penalty: 3306.404541
	Iteration 41Q: 3 clusters Score -1671285 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1671303.625000 Penalty: 3306.404541
	Iteration 42Q: 3 clusters Score -1671304 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1671325.750000 Penalty: 3306.404541
	Iteration 43Q: 3 clusters Score -1671326 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1671335.625000 Penalty: 3306.404541
	Iteration 44Q: 3 clusters Score -1671336 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1671360.500000 Penalty: 3306.404541
	Iteration 45Q: 3 clusters Score -1671360 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1671364.625000 Penalty: 3306.404541
	Iteration 46Q: 3 clusters Score -1671365 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1671383.000000 Penalty: 3306.404541
	Iteration 47Q: 3 clusters Score -1671383 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1671407.375000 Penalty: 3306.404541
	Iteration 48Q: 3 clusters Score -1671407 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1671422.500000 Penalty: 3306.404541
	Iteration 49Q: 3 clusters Score -1671422 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1671440.750000 Penalty: 3306.404541
	Iteration 50Q: 3 clusters Score -1671441 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1671453.250000 Penalty: 3306.404541
	Iteration 51Q: 3 clusters Score -1671453 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1671470.750000 Penalty: 3306.404541
	Iteration 52Q: 3 clusters Score -1671471 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1671483.875000 Penalty: 3306.404541
	Iteration 53Q: 3 clusters Score -1671484 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1671509.750000 Penalty: 3306.404541
	Iteration 54Q: 3 clusters Score -1671510 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1671528.875000 Penalty: 3306.404541
	Iteration 55Q: 3 clusters Score -1671529 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1671549.000000 Penalty: 3306.404541
	Iteration 56Q: 3 clusters Score -1671549 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1671576.500000 Penalty: 3306.404541
	Iteration 57Q: 3 clusters Score -1671576 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1671600.750000 Penalty: 3306.404541
	Iteration 58Q: 3 clusters Score -1671601 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1671629.250000 Penalty: 3306.404541
	Iteration 59Q: 3 clusters Score -1671629 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1671658.250000 Penalty: 3306.404541
	Iteration 60F: 3 clusters Score -1671658 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1671693.750000 Penalty: 3306.404541
	Iteration 61Q: 3 clusters Score -1671694 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1671749.375000 Penalty: 3306.404541
	Iteration 62Q: 3 clusters Score -1671749 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1671826.750000 Penalty: 3306.404541
	Iteration 63Q: 3 clusters Score -1671827 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1671902.875000 Penalty: 3306.404541
	Iteration 64Q: 3 clusters Score -1671903 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1671976.750000 Penalty: 3306.404541
	Iteration 65Q: 3 clusters Score -1671977 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1672054.875000 Penalty: 3306.404541
	Iteration 66Q: 3 clusters Score -1672055 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1672140.375000 Penalty: 3306.404541
	Iteration 67Q: 3 clusters Score -1672140 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1672231.625000 Penalty: 3306.404541
	Iteration 68Q: 3 clusters Score -1672232 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1672313.500000 Penalty: 3306.404541
	Iteration 69Q: 3 clusters Score -1672314 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1672394.750000 Penalty: 3306.404541
	Iteration 70Q: 3 clusters Score -1672395 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1672474.125000 Penalty: 3306.404541
	Iteration 71Q: 3 clusters Score -1672474 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1672562.250000 Penalty: 3306.404541
	Iteration 72Q: 3 clusters Score -1672562 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1672649.875000 Penalty: 3306.404541
	Iteration 73Q: 3 clusters Score -1672650 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1672734.125000 Penalty: 3306.404541
	Iteration 74Q: 3 clusters Score -1672734 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1672796 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1672867 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1672917 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1672974 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1673047 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1673108.750000 Penalty: 3306.404541
	Iteration 80F: 3 clusters Score -1673109 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1673167.625000 Penalty: 3306.404541
	Iteration 81Q: 3 clusters Score -1673168 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1673217 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1673271 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1673317.500000 Penalty: 3306.404541
	Iteration 84Q: 3 clusters Score -1673318 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1673365.500000 Penalty: 3306.404541
	Iteration 85Q: 3 clusters Score -1673366 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1673405.625000 Penalty: 3306.404541
	Iteration 86Q: 3 clusters Score -1673406 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1673426.875000 Penalty: 3306.404541
	Iteration 87Q: 3 clusters Score -1673427 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1673453.000000 Penalty: 3306.404541
	Iteration 88Q: 3 clusters Score -1673453 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1673468.125000 Penalty: 3306.404541
	Iteration 89Q: 3 clusters Score -1673468 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1673480 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1673486.875000 Penalty: 3306.404541
	Iteration 91Q: 3 clusters Score -1673487 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1673495.000000 Penalty: 3306.404541
	Iteration 92Q: 3 clusters Score -1673495 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1673512.750000 Penalty: 3306.404541
	Iteration 93Q: 3 clusters Score -1673513 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1673515.750000 Penalty: 3306.404541
	Iteration 94Q: 3 clusters Score -1673516 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1673531.250000 Penalty: 3306.404541
	Iteration 95Q: 3 clusters Score -1673531 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1673546.875000 Penalty: 3306.404541
	Iteration 96Q: 3 clusters Score -1673547 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1673558.250000 Penalty: 3306.404541
	Iteration 97Q: 3 clusters Score -1673558 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1673570.250000 Penalty: 3306.404541
	Iteration 98Q: 3 clusters Score -1673570 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1673577.500000 Penalty: 3306.404541
	Iteration 99Q: 3 clusters Score -1673578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1673593.250000 Penalty: 3306.404541
	Iteration 100F: 3 clusters Score -1673593 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1673603.500000 Penalty: 3306.404541
	Iteration 101Q: 3 clusters Score -1673604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1673613.500000 Penalty: 3306.404541
	Iteration 102Q: 3 clusters Score -1673614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1673623.125000 Penalty: 3306.404541
	Iteration 103Q: 3 clusters Score -1673623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1673624.125000 Penalty: 3306.404541
	Iteration 104Q: 3 clusters Score -1673624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1673630.125000 Penalty: 3306.404541
	Iteration 105Q: 3 clusters Score -1673630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1673641.875000 Penalty: 3306.404541
	Iteration 106Q: 3 clusters Score -1673642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1673652.250000 Penalty: 3306.404541
	Iteration 107Q: 3 clusters Score -1673652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1673656.625000 Penalty: 3306.404541
	Iteration 108Q: 3 clusters Score -1673657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1673662.375000 Penalty: 3306.404541
	Iteration 109Q: 3 clusters Score -1673662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1673665.125000 Penalty: 3306.404541
	Iteration 110Q: 3 clusters Score -1673665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1673670.250000 Penalty: 3306.404541
	Iteration 111Q: 3 clusters Score -1673670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1673674.625000 Penalty: 3306.404541
	Iteration 112Q: 3 clusters Score -1673675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1673680.875000 Penalty: 3306.404541
	Iteration 113Q: 3 clusters Score -1673681 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1673686.375000 Penalty: 3306.404541
	Iteration 114Q: 3 clusters Score -1673686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1673697.000000 Penalty: 3306.404541
	Iteration 115Q: 3 clusters Score -1673697 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1673712.000000 Penalty: 3306.404541
	Iteration 116Q: 3 clusters Score -1673712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1673723.000000 Penalty: 3306.404541
	Iteration 117Q: 3 clusters Score -1673723 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1673731.125000 Penalty: 3306.404541
	Iteration 118Q: 3 clusters Score -1673731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1673743.500000 Penalty: 3306.404541
	Iteration 119Q: 3 clusters Score -1673744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1673754.000000 Penalty: 3306.404541
	Iteration 120F: 3 clusters Score -1673754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1673764.375000 Penalty: 3306.404541
	Iteration 121Q: 3 clusters Score -1673764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1673771.625000 Penalty: 3306.404541
	Iteration 122Q: 3 clusters Score -1673772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1673784.500000 Penalty: 3306.404541
	Iteration 123Q: 3 clusters Score -1673784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1673794.750000 Penalty: 3306.404541
	Iteration 124Q: 3 clusters Score -1673795 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1673807.000000 Penalty: 3306.404541
	Iteration 125Q: 3 clusters Score -1673807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1673817.625000 Penalty: 3306.404541
	Iteration 126Q: 3 clusters Score -1673818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1673825.125000 Penalty: 3306.404541
	Iteration 127Q: 3 clusters Score -1673825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1673829.250000 Penalty: 3306.404541
	Iteration 128Q: 3 clusters Score -1673829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1673829.500000 Penalty: 3306.404541
	Iteration 129Q: 3 clusters Score -1673830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1673834.125000 Penalty: 3306.404541
	Iteration 130Q: 3 clusters Score -1673834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1673845.125000 Penalty: 3306.404541
	Iteration 131Q: 3 clusters Score -1673845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1673849.625000 Penalty: 3306.404541
	Iteration 132Q: 3 clusters Score -1673850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1673854.375000 Penalty: 3306.404541
	Iteration 133Q: 3 clusters Score -1673854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1673857.875000 Penalty: 3306.404541
	Iteration 134Q: 3 clusters Score -1673858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1673861.750000 Penalty: 3306.404541
	Iteration 135Q: 3 clusters Score -1673862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1673869.750000 Penalty: 3306.404541
	Iteration 136Q: 3 clusters Score -1673870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1673870.250000 Penalty: 3306.404541
	Iteration 137Q: 3 clusters Score -1673870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1673872.875000 Penalty: 3306.404541
	Iteration 138Q: 3 clusters Score -1673873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1673875.750000 Penalty: 3306.404541
	Iteration 139Q: 3 clusters Score -1673876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1673879.000000 Penalty: 3306.404541
	Iteration 140F: 3 clusters Score -1673879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1673884.000000 Penalty: 3306.404541
	Iteration 141Q: 3 clusters Score -1673884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1673886.375000 Penalty: 3306.404541
	Iteration 142Q: 3 clusters Score -1673886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1673887.000000 Penalty: 3306.404541
	Iteration 143Q: 3 clusters Score -1673887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1673889.500000 Penalty: 3306.404541
	Iteration 144Q: 3 clusters Score -1673890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1673888.375000 Penalty: 3306.404541
	Iteration 145Q: 3 clusters Score -1673888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1673894.250000 Penalty: 3306.404541
	Iteration 146Q: 3 clusters Score -1673894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1673896.125000 Penalty: 3306.404541
	Iteration 147Q: 3 clusters Score -1673896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1673894.500000 Penalty: 3306.404541
	Iteration 148Q: 3 clusters Score -1673894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1673897.375000 Penalty: 3306.404541
	Iteration 149Q: 3 clusters Score -1673897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1673897.000000 Penalty: 3306.404541
	Iteration 150Q: 3 clusters Score -1673897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1673898.375000 Penalty: 3306.404541
	Iteration 151Q: 3 clusters Score -1673898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1673900.625000 Penalty: 3306.404541
	Iteration 152Q: 3 clusters Score -1673901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1673902.125000 Penalty: 3306.404541
	Iteration 153Q: 3 clusters Score -1673902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1673902.000000 Penalty: 3306.404541
	Iteration 154Q: 3 clusters Score -1673902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1673901.250000 Penalty: 3306.404541
	Iteration 155Q: 3 clusters Score -1673901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1673901.875000 Penalty: 3306.404541
	Iteration 156Q: 3 clusters Score -1673902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1673901.625000 Penalty: 3306.404541
	Iteration 157Q: 3 clusters Score -1673902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1673901.500000 Penalty: 3306.404541
	Iteration 158Q: 3 clusters Score -1673902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1673901.500000 Penalty: 3306.404541
	Iteration 159F: 3 clusters Score -1673902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Entering Unmasked Estep 
Score: -3219854.750000 Penalty: 1758.593872
	Iteration 0F: 2 clusters Score -3219855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -3186332.250000 Penalty: 3517.187744
	Iteration 0F: 3 clusters Score -3186332 nChanged 23635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3199695.000000 Penalty: 3517.187744
	Iteration 1F: 3 clusters Score -3199695 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -3200183.500000 Penalty: 3517.187744
	Iteration 2Q: 3 clusters Score -3200184 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3200702.250000 Penalty: 3517.187744
	Iteration 3Q: 3 clusters Score -3200702 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3201375.750000 Penalty: 3517.187744
	Iteration 4Q: 3 clusters Score -3201376 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3202260.750000 Penalty: 3517.187744
	Iteration 5Q: 3 clusters Score -3202261 nChanged 2314
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -3203444.750000 Penalty: 3517.187744
	Iteration 6Q: 3 clusters Score -3203445 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -3205037 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -3207194.250000 Penalty: 3517.187744
	Iteration 8F: 3 clusters Score -3207194 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3209732.750000 Penalty: 3517.187744
	Iteration 9F: 3 clusters Score -3209733 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3211705.000000 Penalty: 3517.187744
	Iteration 10F: 3 clusters Score -3211705 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -3212577.750000 Penalty: 3517.187744
	Iteration 11Q: 3 clusters Score -3212578 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -3212929.250000 Penalty: 3517.187744
	Iteration 12Q: 3 clusters Score -3212929 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3213070.750000 Penalty: 3517.187744
	Iteration 13Q: 3 clusters Score -3213071 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3213205.500000 Penalty: 3517.187744
	Iteration 14Q: 3 clusters Score -3213206 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3213310 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3213400 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -3213511.250000 Penalty: 3517.187744
	Iteration 17Q: 3 clusters Score -3213511 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3213604.500000 Penalty: 3517.187744
	Iteration 18Q: 3 clusters Score -3213604 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -3213703.250000 Penalty: 3517.187744
	Iteration 19Q: 3 clusters Score -3213703 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -3213761.500000 Penalty: 3517.187744
	Iteration 20F: 3 clusters Score -3213762 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -3213830.250000 Penalty: 3517.187744
	Iteration 21Q: 3 clusters Score -3213830 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3213887 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -3213938.000000 Penalty: 3517.187744
	Iteration 23Q: 3 clusters Score -3213938 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -3214004.250000 Penalty: 3517.187744
	Iteration 24Q: 3 clusters Score -3214004 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3214056.750000 Penalty: 3517.187744
	Iteration 25Q: 3 clusters Score -3214057 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -3214090.500000 Penalty: 3517.187744
	Iteration 26Q: 3 clusters Score -3214090 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3214107.250000 Penalty: 3517.187744
	Iteration 27Q: 3 clusters Score -3214107 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -3214150.750000 Penalty: 3517.187744
	Iteration 28Q: 3 clusters Score -3214151 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -3214162.500000 Penalty: 3517.187744
	Iteration 29Q: 3 clusters Score -3214162 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -3214199.000000 Penalty: 3517.187744
	Iteration 30Q: 3 clusters Score -3214199 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -3214219.750000 Penalty: 3517.187744
	Iteration 31Q: 3 clusters Score -3214220 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -3214253.000000 Penalty: 3517.187744
	Iteration 32Q: 3 clusters Score -3214253 nChanged 216
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3214270 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -3214284.750000 Penalty: 3517.187744
	Iteration 34Q: 3 clusters Score -3214285 nChanged 224
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3214318 nChanged 227
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -3214327.250000 Penalty: 3517.187744
	Iteration 36Q: 3 clusters Score -3214327 nChanged 233
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -3214353.750000 Penalty: 3517.187744
	Iteration 37Q: 3 clusters Score -3214354 nChanged 252
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3214376.500000 Penalty: 3517.187744
	Iteration 38Q: 3 clusters Score -3214376 nChanged 256
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3214412.500000 Penalty: 3517.187744
	Iteration 39Q: 3 clusters Score -3214412 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -3214458.000000 Penalty: 3517.187744
	Iteration 40F: 3 clusters Score -3214458 nChanged 302
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3214496 nChanged 265
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -3214522.250000 Penalty: 3517.187744
	Iteration 42Q: 3 clusters Score -3214522 nChanged 272
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3214545.750000 Penalty: 3517.187744
	Iteration 43Q: 3 clusters Score -3214546 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3214590.000000 Penalty: 3517.187744
	Iteration 44Q: 3 clusters Score -3214590 nChanged 327
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -3214635.500000 Penalty: 3517.187744
	Iteration 45Q: 3 clusters Score -3214636 nChanged 339
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -3214690.000000 Penalty: 3517.187744
	Iteration 46Q: 3 clusters Score -3214690 nChanged 352
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -3214761.000000 Penalty: 3517.187744
	Iteration 47Q: 3 clusters Score -3214761 nChanged 378
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -3214810.250000 Penalty: 3517.187744
	Iteration 48Q: 3 clusters Score -3214810 nChanged 410
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -3214895.750000 Penalty: 3517.187744
	Iteration 49Q: 3 clusters Score -3214896 nChanged 450
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3214978.500000 Penalty: 3517.187744
	Iteration 50Q: 3 clusters Score -3214978 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3215072.500000 Penalty: 3517.187744
	Iteration 51Q: 3 clusters Score -3215072 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -3215161.500000 Penalty: 3517.187744
	Iteration 52Q: 3 clusters Score -3215162 nChanged 487
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -3215271.500000 Penalty: 3517.187744
	Iteration 53Q: 3 clusters Score -3215272 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -3215381.000000 Penalty: 3517.187744
	Iteration 54Q: 3 clusters Score -3215381 nChanged 498
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -3215486.500000 Penalty: 3517.187744
	Iteration 55Q: 3 clusters Score -3215486 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3215593.500000 Penalty: 3517.187744
	Iteration 56Q: 3 clusters Score -3215594 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3215703.250000 Penalty: 3517.187744
	Iteration 57Q: 3 clusters Score -3215703 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3215758.250000 Penalty: 3517.187744
	Iteration 58Q: 3 clusters Score -3215758 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -3215859.250000 Penalty: 3517.187744
	Iteration 59Q: 3 clusters Score -3215859 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3215942.500000 Penalty: 3517.187744
	Iteration 60F: 3 clusters Score -3215942 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -3216067.250000 Penalty: 3517.187744
	Iteration 61Q: 3 clusters Score -3216067 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -3216151.000000 Penalty: 3517.187744
	Iteration 62Q: 3 clusters Score -3216151 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -3216256.500000 Penalty: 3517.187744
	Iteration 63Q: 3 clusters Score -3216256 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3216351.750000 Penalty: 3517.187744
	Iteration 64Q: 3 clusters Score -3216352 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -3216447.250000 Penalty: 3517.187744
	Iteration 65Q: 3 clusters Score -3216447 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -3216557.250000 Penalty: 3517.187744
	Iteration 66Q: 3 clusters Score -3216557 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3216642.750000 Penalty: 3517.187744
	Iteration 67Q: 3 clusters Score -3216643 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -3216742.000000 Penalty: 3517.187744
	Iteration 68Q: 3 clusters Score -3216742 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -3216828.250000 Penalty: 3517.187744
	Iteration 69Q: 3 clusters Score -3216828 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -3216915.750000 Penalty: 3517.187744
	Iteration 70Q: 3 clusters Score -3216916 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3217015.750000 Penalty: 3517.187744
	Iteration 71Q: 3 clusters Score -3217016 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -3217131.250000 Penalty: 3517.187744
	Iteration 72Q: 3 clusters Score -3217131 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -3217210.750000 Penalty: 3517.187744
	Iteration 73Q: 3 clusters Score -3217211 nChanged 331
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -3217293.750000 Penalty: 3517.187744
	Iteration 74Q: 3 clusters Score -3217294 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -3217363.500000 Penalty: 3517.187744
	Iteration 75Q: 3 clusters Score -3217364 nChanged 327
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3217465.750000 Penalty: 3517.187744
	Iteration 76Q: 3 clusters Score -3217466 nChanged 290
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -3217563.750000 Penalty: 3517.187744
	Iteration 77Q: 3 clusters Score -3217564 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3217652.500000 Penalty: 3517.187744
	Iteration 78Q: 3 clusters Score -3217652 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -3217733.000000 Penalty: 3517.187744
	Iteration 79Q: 3 clusters Score -3217733 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3217795.000000 Penalty: 3517.187744
	Iteration 80F: 3 clusters Score -3217795 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46768 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3217857.750000 Penalty: 3517.187744
	Iteration 81Q: 3 clusters Score -3217858 nChanged 204
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3217899 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3217964.500000 Penalty: 3517.187744
	Iteration 83Q: 3 clusters Score -3217964 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3218020.250000 Penalty: 3517.187744
	Iteration 84Q: 3 clusters Score -3218020 nChanged 166
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3218054.500000 Penalty: 3517.187744
	Iteration 85Q: 3 clusters Score -3218054 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3218109.000000 Penalty: 3517.187744
	Iteration 86Q: 3 clusters Score -3218109 nChanged 154
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3218155.750000 Penalty: 3517.187744
	Iteration 87Q: 3 clusters Score -3218156 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3218187.750000 Penalty: 3517.187744
	Iteration 88Q: 3 clusters Score -3218188 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3218213.750000 Penalty: 3517.187744
	Iteration 89Q: 3 clusters Score -3218214 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3218248.250000 Penalty: 3517.187744
	Iteration 90Q: 3 clusters Score -3218248 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3218272.500000 Penalty: 3517.187744
	Iteration 91Q: 3 clusters Score -3218272 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3218298.750000 Penalty: 3517.187744
	Iteration 92Q: 3 clusters Score -3218299 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3218319.250000 Penalty: 3517.187744
	Iteration 93Q: 3 clusters Score -3218319 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3218335.750000 Penalty: 3517.187744
	Iteration 94Q: 3 clusters Score -3218336 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3218348.000000 Penalty: 3517.187744
	Iteration 95Q: 3 clusters Score -3218348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3218362.000000 Penalty: 3517.187744
	Iteration 96Q: 3 clusters Score -3218362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3218358.250000 Penalty: 3517.187744
	Iteration 97Q: 3 clusters Score -3218358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3218369.250000 Penalty: 3517.187744
	Iteration 98Q: 3 clusters Score -3218369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3218380.750000 Penalty: 3517.187744
	Iteration 99Q: 3 clusters Score -3218381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3218388.500000 Penalty: 3517.187744
	Iteration 100F: 3 clusters Score -3218388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3218396.500000 Penalty: 3517.187744
	Iteration 101Q: 3 clusters Score -3218396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3218392.750000 Penalty: 3517.187744
	Iteration 102Q: 3 clusters Score -3218393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3218402.500000 Penalty: 3517.187744
	Iteration 103Q: 3 clusters Score -3218402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3218403.500000 Penalty: 3517.187744
	Iteration 104Q: 3 clusters Score -3218404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3218408.000000 Penalty: 3517.187744
	Iteration 105Q: 3 clusters Score -3218408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3218411.000000 Penalty: 3517.187744
	Iteration 106Q: 3 clusters Score -3218411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3218413.750000 Penalty: 3517.187744
	Iteration 107Q: 3 clusters Score -3218414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3218418.500000 Penalty: 3517.187744
	Iteration 108Q: 3 clusters Score -3218418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3218423.750000 Penalty: 3517.187744
	Iteration 109Q: 3 clusters Score -3218424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3218424.500000 Penalty: 3517.187744
	Iteration 110Q: 3 clusters Score -3218424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3218429.000000 Penalty: 3517.187744
	Iteration 111Q: 3 clusters Score -3218429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3218434.250000 Penalty: 3517.187744
	Iteration 112Q: 3 clusters Score -3218434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3218429.750000 Penalty: 3517.187744
	Iteration 113Q: 3 clusters Score -3218430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3218440.500000 Penalty: 3517.187744
	Iteration 114Q: 3 clusters Score -3218440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3218444.500000 Penalty: 3517.187744
	Iteration 115Q: 3 clusters Score -3218444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3218445.000000 Penalty: 3517.187744
	Iteration 116Q: 3 clusters Score -3218445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3218450.500000 Penalty: 3517.187744
	Iteration 117Q: 3 clusters Score -3218450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3218455.500000 Penalty: 3517.187744
	Iteration 118Q: 3 clusters Score -3218456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3218455.500000 Penalty: 3517.187744
	Iteration 119Q: 3 clusters Score -3218456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3218454.000000 Penalty: 3517.187744
	Iteration 120F: 3 clusters Score -3218454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3218458.750000 Penalty: 3517.187744
	Iteration 121Q: 3 clusters Score -3218459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3218460.500000 Penalty: 3517.187744
	Iteration 122Q: 3 clusters Score -3218460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3218457.250000 Penalty: 3517.187744
	Iteration 123Q: 3 clusters Score -3218457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3218462.750000 Penalty: 3517.187744
	Iteration 124Q: 3 clusters Score -3218463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3218462.750000 Penalty: 3517.187744
	Iteration 125Q: 3 clusters Score -3218463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3218470.000000 Penalty: 3517.187744
	Iteration 126Q: 3 clusters Score -3218470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3218470.750000 Penalty: 3517.187744
	Iteration 127Q: 3 clusters Score -3218471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3218473.250000 Penalty: 3517.187744
	Iteration 128Q: 3 clusters Score -3218473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3218472.250000 Penalty: 3517.187744
	Iteration 129Q: 3 clusters Score -3218472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3218474.750000 Penalty: 3517.187744
	Iteration 130Q: 3 clusters Score -3218475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3218480.250000 Penalty: 3517.187744
	Iteration 131Q: 3 clusters Score -3218480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3218484.750000 Penalty: 3517.187744
	Iteration 132Q: 3 clusters Score -3218485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3218490.000000 Penalty: 3517.187744
	Iteration 133Q: 3 clusters Score -3218490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3218490.500000 Penalty: 3517.187744
	Iteration 134Q: 3 clusters Score -3218490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3218493.750000 Penalty: 3517.187744
	Iteration 135Q: 3 clusters Score -3218494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3218495.500000 Penalty: 3517.187744
	Iteration 136Q: 3 clusters Score -3218496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3218492.250000 Penalty: 3517.187744
	Iteration 137Q: 3 clusters Score -3218492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3218491.000000 Penalty: 3517.187744
	Iteration 138Q: 3 clusters Score -3218491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3218498.250000 Penalty: 3517.187744
	Iteration 139Q: 3 clusters Score -3218498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3218500.500000 Penalty: 3517.187744
	Iteration 140F: 3 clusters Score -3218500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3218498.500000 Penalty: 3517.187744
	Iteration 141Q: 3 clusters Score -3218498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3218498.000000 Penalty: 3517.187744
	Iteration 142Q: 3 clusters Score -3218498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3218498.000000 Penalty: 3517.187744
	Iteration 143F: 3 clusters Score -3218498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (357640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357640 members 
Entering Unmasked Estep 
Score: -22201902.000000 Penalty: 2077.933350
	Iteration 0F: 2 clusters Score -2.22019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179091 members 
Mstep: Class 2 contains 178549 members 
Entering Unmasked Estep 
Score: -21961014.000000 Penalty: 4155.866699
	Iteration 0F: 3 clusters Score -2.196101e+07 nChanged 174661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185172 members 
Mstep: Class 2 contains 172468 members 
Entering Unmasked Estep 
Score: -22065488.000000 Penalty: 4155.866699
	Iteration 1F: 3 clusters Score -2.206549e+07 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189831 members 
Mstep: Class 2 contains 167809 members 
Entering Unmasked Estep 
Score: -22067306.000000 Penalty: 4155.866699
	Iteration 2Q: 3 clusters Score -2.206731e+07 nChanged 11051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197328 members 
Mstep: Class 2 contains 160312 members 
Entering Unmasked Estep 
Score: -22070536.000000 Penalty: 4155.866699
	Iteration 3Q: 3 clusters Score -2.207054e+07 nChanged 14261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208913 members 
Mstep: Class 2 contains 148727 members 
Entering Unmasked Estep 
Score: -22076408.000000 Penalty: 4155.866699
	Iteration 4Q: 3 clusters Score -2.207641e+07 nChanged 19139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225980 members 
Mstep: Class 2 contains 131660 members 
Entering Unmasked Estep 
Score: -22087442.000000 Penalty: 4155.866699
	Iteration 5F: 3 clusters Score -2.208744e+07 nChanged 24336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248746 members 
Mstep: Class 2 contains 108894 members 
Entering Unmasked Estep 
Score: -22104476.000000 Penalty: 4155.866699
	Iteration 6F: 3 clusters Score -2.210448e+07 nChanged 27077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274755 members 
Mstep: Class 2 contains 82885 members 
Entering Unmasked Estep 
Score: -22126960.000000 Penalty: 4155.866699
	Iteration 7F: 3 clusters Score -2.212696e+07 nChanged 25279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299358 members 
Mstep: Class 2 contains 58282 members 
Entering Unmasked Estep 
Score: -22149146.000000 Penalty: 4155.866699
	Iteration 8F: 3 clusters Score -2.214915e+07 nChanged 19753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318801 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -22166856.000000 Penalty: 4155.866699
	Iteration 9F: 3 clusters Score -2.216686e+07 nChanged 14261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332928 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -22179328.000000 Penalty: 4155.866699
	Iteration 10Q: 3 clusters Score -2.217933e+07 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342959 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -22188100.000000 Penalty: 4155.866699
	Iteration 11Q: 3 clusters Score -2.21881e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349735 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -22193748.000000 Penalty: 4155.866699
	Iteration 12Q: 3 clusters Score -2.219375e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353870 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -22197114.000000 Penalty: 4155.866699
	Iteration 13Q: 3 clusters Score -2.219711e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355975 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -22198794.000000 Penalty: 4155.866699
	Iteration 14Q: 3 clusters Score -2.219879e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356839 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -22199474.000000 Penalty: 4155.866699
	Iteration 15Q: 3 clusters Score -2.219947e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357181 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -22199746.000000 Penalty: 4155.866699
	Iteration 16Q: 3 clusters Score -2.219975e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357317 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -22199892.000000 Penalty: 4155.866699
	Iteration 17Q: 3 clusters Score -2.219989e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357369 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22199958.000000 Penalty: 4155.866699
	Iteration 18Q: 3 clusters Score -2.219996e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357392 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22199984.000000 Penalty: 4155.866699
	Iteration 19Q: 3 clusters Score -2.219998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357405 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -22200002.000000 Penalty: 4155.866699
	Iteration 20F: 3 clusters Score -2.22e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357415 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22200026.000000 Penalty: 4155.866699
	Iteration 21Q: 3 clusters Score -2.220003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357414 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22200026.000000 Penalty: 4155.866699
	Iteration 22Q: 3 clusters Score -2.220003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357420 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -22200030.000000 Penalty: 4155.866699
	Iteration 23Q: 3 clusters Score -2.220003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357419 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22200046.000000 Penalty: 4155.866699
	Iteration 24Q: 3 clusters Score -2.220005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357418 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22200044.000000 Penalty: 4155.866699
	Iteration 25Q: 3 clusters Score -2.220004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357418 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22200046.000000 Penalty: 4155.866699
	Iteration 26Q: 3 clusters Score -2.220005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357416 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22200046.000000 Penalty: 4155.866699
	Iteration 27Q: 3 clusters Score -2.220005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357413 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22200046.000000 Penalty: 4155.866699
	Iteration 28Q: 3 clusters Score -2.220005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357413 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22200046.000000 Penalty: 4155.866699
	Iteration 29F: 3 clusters Score -2.220005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Entering Unmasked Estep 
Score: -512834.250000 Penalty: 1463.038818
	Iteration 0F: 2 clusters Score -512834.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -506800.093750 Penalty: 2926.077637
	Iteration 0F: 3 clusters Score -506800.1 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -508796.218750 Penalty: 2926.077637
	Iteration 1F: 3 clusters Score -508796.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -509249.343750 Penalty: 2926.077637
	Iteration 2F: 3 clusters Score -509249.3 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -509836.656250 Penalty: 2926.077637
	Iteration 3F: 3 clusters Score -509836.7 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -510515.687500 Penalty: 2926.077637
	Iteration 4F: 3 clusters Score -510515.7 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -511225.093750 Penalty: 2926.077637
	Iteration 5F: 3 clusters Score -511225.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -511814.875000 Penalty: 2926.077637
	Iteration 6F: 3 clusters Score -511814.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -512256.718750 Penalty: 2926.077637
	Iteration 7F: 3 clusters Score -512256.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -512544.750000 Penalty: 2926.077637
	Iteration 8Q: 3 clusters Score -512544.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -512651.312500 Penalty: 2926.077637
	Iteration 9Q: 3 clusters Score -512651.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -512687.906250 Penalty: 2926.077637
	Iteration 10Q: 3 clusters Score -512687.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -512699.406250 Penalty: 2926.077637
	Iteration 11Q: 3 clusters Score -512699.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -512702.156250 Penalty: 2926.077637
	Iteration 12Q: 3 clusters Score -512702.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -512703.875000 Penalty: 2926.077637
	Iteration 13Q: 3 clusters Score -512703.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -512704.218750 Penalty: 2926.077637
	Iteration 14Q: 3 clusters Score -512704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -512703.781250 Penalty: 2926.077637
	Iteration 15Q: 3 clusters Score -512703.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -512703.781250 Penalty: 2926.077637
	Iteration 16F: 3 clusters Score -512703.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Entering Unmasked Estep 
Score: -955562.625000 Penalty: 1560.255249
	Iteration 0F: 2 clusters Score -955562.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -945316.437500 Penalty: 3120.510498
	Iteration 0F: 3 clusters Score -945316.4 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -948904.250000 Penalty: 3120.510498
	Iteration 1F: 3 clusters Score -948904.2 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -949354.937500 Penalty: 3120.510498
	Iteration 2F: 3 clusters Score -949354.9 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -949947.812500 Penalty: 3120.510498
	Iteration 3F: 3 clusters Score -949947.8 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -950748.187500 Penalty: 3120.510498
	Iteration 4F: 3 clusters Score -950748.2 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -951786.187500 Penalty: 3120.510498
	Iteration 5F: 3 clusters Score -951786.2 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -952955.187500 Penalty: 3120.510498
	Iteration 6F: 3 clusters Score -952955.2 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -954004.875000 Penalty: 3120.510498
	Iteration 7F: 3 clusters Score -954004.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -954608.875000 Penalty: 3120.510498
	Iteration 8Q: 3 clusters Score -954608.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -954798.500000 Penalty: 3120.510498
	Iteration 9Q: 3 clusters Score -954798.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -954862.562500 Penalty: 3120.510498
	Iteration 10Q: 3 clusters Score -954862.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -954890.437500 Penalty: 3120.510498
	Iteration 11Q: 3 clusters Score -954890.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -954904.437500 Penalty: 3120.510498
	Iteration 12Q: 3 clusters Score -954904.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -954915.250000 Penalty: 3120.510498
	Iteration 13Q: 3 clusters Score -954915.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -954920.250000 Penalty: 3120.510498
	Iteration 14Q: 3 clusters Score -954920.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -954926.562500 Penalty: 3120.510498
	Iteration 15Q: 3 clusters Score -954926.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -954930.500000 Penalty: 3120.510498
	Iteration 16Q: 3 clusters Score -954930.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -954931.812500 Penalty: 3120.510498
	Iteration 17Q: 3 clusters Score -954931.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -954934.000000 Penalty: 3120.510498
	Iteration 18Q: 3 clusters Score -954934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -954935.375000 Penalty: 3120.510498
	Iteration 19Q: 3 clusters Score -954935.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -954934.312500 Penalty: 3120.510498
	Iteration 20F: 3 clusters Score -954934.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -954937.062500 Penalty: 3120.510498
	Iteration 21Q: 3 clusters Score -954937.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -954938.000000 Penalty: 3120.510498
	Iteration 22Q: 3 clusters Score -954938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -954939.312500 Penalty: 3120.510498
	Iteration 23Q: 3 clusters Score -954939.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -954938.437500 Penalty: 3120.510498
	Iteration 24Q: 3 clusters Score -954938.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -954938.000000 Penalty: 3120.510498
	Iteration 25Q: 3 clusters Score -954938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -954938.250000 Penalty: 3120.510498
	Iteration 26Q: 3 clusters Score -954938.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -954938.250000 Penalty: 3120.510498
	Iteration 27F: 3 clusters Score -954938.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Entering Unmasked Estep 
Score: -945415.562500 Penalty: 1557.752686
	Iteration 0F: 2 clusters Score -945415.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -935265.375000 Penalty: 3115.505371
	Iteration 0F: 3 clusters Score -935265.4 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -938766.875000 Penalty: 3115.505371
	Iteration 1F: 3 clusters Score -938766.9 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -939094.312500 Penalty: 3115.505371
	Iteration 2F: 3 clusters Score -939094.3 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -939404.437500 Penalty: 3115.505371
	Iteration 3F: 3 clusters Score -939404.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -939720.625000 Penalty: 3115.505371
	Iteration 4Q: 3 clusters Score -939720.6 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -940113.687500 Penalty: 3115.505371
	Iteration 5F: 3 clusters Score -940113.7 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -940653.562500 Penalty: 3115.505371
	Iteration 6F: 3 clusters Score -940653.6 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -941311.500000 Penalty: 3115.505371
	Iteration 7F: 3 clusters Score -941311.5 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -942061.250000 Penalty: 3115.505371
	Iteration 8F: 3 clusters Score -942061.2 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -942740.500000 Penalty: 3115.505371
	Iteration 9F: 3 clusters Score -942740.5 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -943260.750000 Penalty: 3115.505371
	Iteration 10Q: 3 clusters Score -943260.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -943602.312500 Penalty: 3115.505371
	Iteration 11Q: 3 clusters Score -943602.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -943790.562500 Penalty: 3115.505371
	Iteration 12Q: 3 clusters Score -943790.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -943893.375000 Penalty: 3115.505371
	Iteration 13Q: 3 clusters Score -943893.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -943964.437500 Penalty: 3115.505371
	Iteration 14Q: 3 clusters Score -943964.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -944006.187500 Penalty: 3115.505371
	Iteration 15Q: 3 clusters Score -944006.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -944034.875000 Penalty: 3115.505371
	Iteration 16Q: 3 clusters Score -944034.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -944051.875000 Penalty: 3115.505371
	Iteration 17Q: 3 clusters Score -944051.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -944061.562500 Penalty: 3115.505371
	Iteration 18Q: 3 clusters Score -944061.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -944071.562500 Penalty: 3115.505371
	Iteration 19Q: 3 clusters Score -944071.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -944078.312500 Penalty: 3115.505371
	Iteration 20F: 3 clusters Score -944078.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -944087.375000 Penalty: 3115.505371
	Iteration 21Q: 3 clusters Score -944087.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -944093.000000 Penalty: 3115.505371
	Iteration 22Q: 3 clusters Score -944093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -944094.375000 Penalty: 3115.505371
	Iteration 23Q: 3 clusters Score -944094.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -944096.937500 Penalty: 3115.505371
	Iteration 24Q: 3 clusters Score -944096.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -944098.687500 Penalty: 3115.505371
	Iteration 25Q: 3 clusters Score -944098.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -944097.500000 Penalty: 3115.505371
	Iteration 26Q: 3 clusters Score -944097.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -944099.062500 Penalty: 3115.505371
	Iteration 27Q: 3 clusters Score -944099.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -944099.875000 Penalty: 3115.505371
	Iteration 28Q: 3 clusters Score -944099.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -944100.000000 Penalty: 3115.505371
	Iteration 29Q: 3 clusters Score -944100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -944100.000000 Penalty: 3115.505371
	Iteration 30F: 3 clusters Score -944100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Entering Unmasked Estep 
Score: -171252.265625 Penalty: 1281.671387
	Iteration 0F: 2 clusters Score -171252.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -168736.062500 Penalty: 2563.342773
	Iteration 0F: 3 clusters Score -168736.1 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -169328.031250 Penalty: 2563.342773
	Iteration 1F: 3 clusters Score -169328 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -169453.000000 Penalty: 2563.342773
	Iteration 2F: 3 clusters Score -169453 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -169522.328125 Penalty: 2563.342773
	Iteration 3F: 3 clusters Score -169522.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -169567.640625 Penalty: 2563.342773
	Iteration 4Q: 3 clusters Score -169567.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -169597.968750 Penalty: 2563.342773
	Iteration 5Q: 3 clusters Score -169598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -169622.078125 Penalty: 2563.342773
	Iteration 6Q: 3 clusters Score -169622.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -169638.875000 Penalty: 2563.342773
	Iteration 7Q: 3 clusters Score -169638.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -169650.343750 Penalty: 2563.342773
	Iteration 8Q: 3 clusters Score -169650.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -169657.656250 Penalty: 2563.342773
	Iteration 9Q: 3 clusters Score -169657.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -169665.171875 Penalty: 2563.342773
	Iteration 10Q: 3 clusters Score -169665.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -169674.093750 Penalty: 2563.342773
	Iteration 11Q: 3 clusters Score -169674.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -169682.578125 Penalty: 2563.342773
	Iteration 12Q: 3 clusters Score -169682.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -169688.437500 Penalty: 2563.342773
	Iteration 13Q: 3 clusters Score -169688.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -169693.656250 Penalty: 2563.342773
	Iteration 14Q: 3 clusters Score -169693.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -169698.406250 Penalty: 2563.342773
	Iteration 15Q: 3 clusters Score -169698.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -169705.500000 Penalty: 2563.342773
	Iteration 16Q: 3 clusters Score -169705.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -169714.968750 Penalty: 2563.342773
	Iteration 17Q: 3 clusters Score -169715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -169723.453125 Penalty: 2563.342773
	Iteration 18Q: 3 clusters Score -169723.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -169734.812500 Penalty: 2563.342773
	Iteration 19Q: 3 clusters Score -169734.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -169743.984375 Penalty: 2563.342773
	Iteration 20F: 3 clusters Score -169744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -169753.421875 Penalty: 2563.342773
	Iteration 21Q: 3 clusters Score -169753.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -169759.265625 Penalty: 2563.342773
	Iteration 22Q: 3 clusters Score -169759.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -169763.265625 Penalty: 2563.342773
	Iteration 23Q: 3 clusters Score -169763.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -169769.468750 Penalty: 2563.342773
	Iteration 24Q: 3 clusters Score -169769.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -169780.296875 Penalty: 2563.342773
	Iteration 25Q: 3 clusters Score -169780.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -169789.718750 Penalty: 2563.342773
	Iteration 26Q: 3 clusters Score -169789.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -169796.796875 Penalty: 2563.342773
	Iteration 27Q: 3 clusters Score -169796.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -169810.218750 Penalty: 2563.342773
	Iteration 28Q: 3 clusters Score -169810.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -169822.343750 Penalty: 2563.342773
	Iteration 29Q: 3 clusters Score -169822.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -169830.453125 Penalty: 2563.342773
	Iteration 30Q: 3 clusters Score -169830.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -169837.718750 Penalty: 2563.342773
	Iteration 31Q: 3 clusters Score -169837.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -169848.015625 Penalty: 2563.342773
	Iteration 32Q: 3 clusters Score -169848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -169859.343750 Penalty: 2563.342773
	Iteration 33Q: 3 clusters Score -169859.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -169869.890625 Penalty: 2563.342773
	Iteration 34Q: 3 clusters Score -169869.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -169876.937500 Penalty: 2563.342773
	Iteration 35Q: 3 clusters Score -169876.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -169888.890625 Penalty: 2563.342773
	Iteration 36Q: 3 clusters Score -169888.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -169899.000000 Penalty: 2563.342773
	Iteration 37Q: 3 clusters Score -169899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -169906.906250 Penalty: 2563.342773
	Iteration 38Q: 3 clusters Score -169906.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -169912.031250 Penalty: 2563.342773
	Iteration 39Q: 3 clusters Score -169912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -169918.656250 Penalty: 2563.342773
	Iteration 40F: 3 clusters Score -169918.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -169923.312500 Penalty: 2563.342773
	Iteration 41Q: 3 clusters Score -169923.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -169930.546875 Penalty: 2563.342773
	Iteration 42Q: 3 clusters Score -169930.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -169939.140625 Penalty: 2563.342773
	Iteration 43Q: 3 clusters Score -169939.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -169949.484375 Penalty: 2563.342773
	Iteration 44Q: 3 clusters Score -169949.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -169957.718750 Penalty: 2563.342773
	Iteration 45Q: 3 clusters Score -169957.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -169965.312500 Penalty: 2563.342773
	Iteration 46Q: 3 clusters Score -169965.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -169974.515625 Penalty: 2563.342773
	Iteration 47Q: 3 clusters Score -169974.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -169989.250000 Penalty: 2563.342773
	Iteration 48Q: 3 clusters Score -169989.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -170006.546875 Penalty: 2563.342773
	Iteration 49Q: 3 clusters Score -170006.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -170023.640625 Penalty: 2563.342773
	Iteration 50Q: 3 clusters Score -170023.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -170030.468750 Penalty: 2563.342773
	Iteration 51Q: 3 clusters Score -170030.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -170037.703125 Penalty: 2563.342773
	Iteration 52Q: 3 clusters Score -170037.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -170041.312500 Penalty: 2563.342773
	Iteration 53Q: 3 clusters Score -170041.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -170046.765625 Penalty: 2563.342773
	Iteration 54Q: 3 clusters Score -170046.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -170050.750000 Penalty: 2563.342773
	Iteration 55Q: 3 clusters Score -170050.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -170056.046875 Penalty: 2563.342773
	Iteration 56Q: 3 clusters Score -170056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -170061.312500 Penalty: 2563.342773
	Iteration 57Q: 3 clusters Score -170061.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -170067.250000 Penalty: 2563.342773
	Iteration 58Q: 3 clusters Score -170067.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -170072.718750 Penalty: 2563.342773
	Iteration 59Q: 3 clusters Score -170072.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -170076.875000 Penalty: 2563.342773
	Iteration 60F: 3 clusters Score -170076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -170079.546875 Penalty: 2563.342773
	Iteration 61Q: 3 clusters Score -170079.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -170080.250000 Penalty: 2563.342773
	Iteration 62Q: 3 clusters Score -170080.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -170080.250000 Penalty: 2563.342773
	Iteration 63F: 3 clusters Score -170080.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -46842.156250 Penalty: 1074.238037
	Iteration 0F: 2 clusters Score -46842.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -45556.339844 Penalty: 2148.476074
	Iteration 0F: 3 clusters Score -45556.34 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -45756.199219 Penalty: 2148.476074
	Iteration 1F: 3 clusters Score -45756.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -45810.406250 Penalty: 2148.476074
	Iteration 2F: 3 clusters Score -45810.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -45832.027344 Penalty: 2148.476074
	Iteration 3Q: 3 clusters Score -45832.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -45843.007812 Penalty: 2148.476074
	Iteration 4Q: 3 clusters Score -45843.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -45849.289062 Penalty: 2148.476074
	Iteration 5Q: 3 clusters Score -45849.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -45856.687500 Penalty: 2148.476074
	Iteration 6Q: 3 clusters Score -45856.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -45859.992188 Penalty: 2148.476074
	Iteration 7Q: 3 clusters Score -45859.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -45860.523438 Penalty: 2148.476074
	Iteration 8Q: 3 clusters Score -45860.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -45860.523438 Penalty: 2148.476074
	Iteration 9F: 3 clusters Score -45860.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Entering Unmasked Estep 
Score: -1033898.187500 Penalty: 1574.521851
	Iteration 0F: 2 clusters Score -1033898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1022752.000000 Penalty: 3149.043701
	Iteration 0F: 3 clusters Score -1022752 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1026571.812500 Penalty: 3149.043701
	Iteration 1F: 3 clusters Score -1026572 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1026889.625000 Penalty: 3149.043701
	Iteration 2F: 3 clusters Score -1026890 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1027220.437500 Penalty: 3149.043701
	Iteration 3F: 3 clusters Score -1027220 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1027600.312500 Penalty: 3149.043701
	Iteration 4Q: 3 clusters Score -1027600 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1028095.125000 Penalty: 3149.043701
	Iteration 5F: 3 clusters Score -1028095 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1028733.062500 Penalty: 3149.043701
	Iteration 6F: 3 clusters Score -1028733 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1029533.875000 Penalty: 3149.043701
	Iteration 7F: 3 clusters Score -1029534 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1030465.750000 Penalty: 3149.043701
	Iteration 8F: 3 clusters Score -1030466 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1031267.812500 Penalty: 3149.043701
	Iteration 9F: 3 clusters Score -1031268 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1031830.125000 Penalty: 3149.043701
	Iteration 10Q: 3 clusters Score -1031830 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1032158.000000 Penalty: 3149.043701
	Iteration 11Q: 3 clusters Score -1032158 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1032325.687500 Penalty: 3149.043701
	Iteration 12Q: 3 clusters Score -1032326 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1032405.125000 Penalty: 3149.043701
	Iteration 13Q: 3 clusters Score -1032405 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1032438.875000 Penalty: 3149.043701
	Iteration 14Q: 3 clusters Score -1032439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -1032478.062500 Penalty: 3149.043701
	Iteration 15Q: 3 clusters Score -1032478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1032498.125000 Penalty: 3149.043701
	Iteration 16Q: 3 clusters Score -1032498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1032508.250000 Penalty: 3149.043701
	Iteration 17Q: 3 clusters Score -1032508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1032516.437500 Penalty: 3149.043701
	Iteration 18Q: 3 clusters Score -1032516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1032526.500000 Penalty: 3149.043701
	Iteration 19Q: 3 clusters Score -1032526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1032530.625000 Penalty: 3149.043701
	Iteration 20F: 3 clusters Score -1032531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1032538.437500 Penalty: 3149.043701
	Iteration 21Q: 3 clusters Score -1032538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1032539.875000 Penalty: 3149.043701
	Iteration 22Q: 3 clusters Score -1032540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1032542.187500 Penalty: 3149.043701
	Iteration 23Q: 3 clusters Score -1032542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -1032544.062500 Penalty: 3149.043701
	Iteration 24Q: 3 clusters Score -1032544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1032546.312500 Penalty: 3149.043701
	Iteration 25Q: 3 clusters Score -1032546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1032546.312500 Penalty: 3149.043701
	Iteration 26F: 3 clusters Score -1032546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Entering Unmasked Estep 
Score: -207208.781250 Penalty: 1333.879883
	Iteration 0F: 2 clusters Score -207208.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -204039.203125 Penalty: 2667.759766
	Iteration 0F: 3 clusters Score -204039.2 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -204882.640625 Penalty: 2667.759766
	Iteration 1F: 3 clusters Score -204882.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -205085.750000 Penalty: 2667.759766
	Iteration 2F: 3 clusters Score -205085.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -205205.140625 Penalty: 2667.759766
	Iteration 3F: 3 clusters Score -205205.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -205269.812500 Penalty: 2667.759766
	Iteration 4Q: 3 clusters Score -205269.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -205315.531250 Penalty: 2667.759766
	Iteration 5Q: 3 clusters Score -205315.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -205353.625000 Penalty: 2667.759766
	Iteration 6Q: 3 clusters Score -205353.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -205393.093750 Penalty: 2667.759766
	Iteration 7Q: 3 clusters Score -205393.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -205442.312500 Penalty: 2667.759766
	Iteration 8Q: 3 clusters Score -205442.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -205513.250000 Penalty: 2667.759766
	Iteration 9Q: 3 clusters Score -205513.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -205646.515625 Penalty: 2667.759766
	Iteration 10Q: 3 clusters Score -205646.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -205850.796875 Penalty: 2667.759766
	Iteration 11Q: 3 clusters Score -205850.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -206091.812500 Penalty: 2667.759766
	Iteration 12F: 3 clusters Score -206091.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -206331.875000 Penalty: 2667.759766
	Iteration 13F: 3 clusters Score -206331.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -206541.984375 Penalty: 2667.759766
	Iteration 14F: 3 clusters Score -206542 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -206684.843750 Penalty: 2667.759766
	Iteration 15Q: 3 clusters Score -206684.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -206757.921875 Penalty: 2667.759766
	Iteration 16Q: 3 clusters Score -206757.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -206797.468750 Penalty: 2667.759766
	Iteration 17Q: 3 clusters Score -206797.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -206820.515625 Penalty: 2667.759766
	Iteration 18Q: 3 clusters Score -206820.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -206839.140625 Penalty: 2667.759766
	Iteration 19Q: 3 clusters Score -206839.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -206855.234375 Penalty: 2667.759766
	Iteration 20F: 3 clusters Score -206855.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -206865.515625 Penalty: 2667.759766
	Iteration 21Q: 3 clusters Score -206865.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -206871.968750 Penalty: 2667.759766
	Iteration 22Q: 3 clusters Score -206872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -206882.296875 Penalty: 2667.759766
	Iteration 23Q: 3 clusters Score -206882.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -206890.187500 Penalty: 2667.759766
	Iteration 24Q: 3 clusters Score -206890.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -206895.515625 Penalty: 2667.759766
	Iteration 25Q: 3 clusters Score -206895.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -206898.125000 Penalty: 2667.759766
	Iteration 26Q: 3 clusters Score -206898.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -206899.234375 Penalty: 2667.759766
	Iteration 27Q: 3 clusters Score -206899.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -206901.468750 Penalty: 2667.759766
	Iteration 28Q: 3 clusters Score -206901.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -206903.140625 Penalty: 2667.759766
	Iteration 29Q: 3 clusters Score -206903.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -206903.906250 Penalty: 2667.759766
	Iteration 30Q: 3 clusters Score -206903.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -206904.046875 Penalty: 2667.759766
	Iteration 31Q: 3 clusters Score -206904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -206905.156250 Penalty: 2667.759766
	Iteration 32Q: 3 clusters Score -206905.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -206906.062500 Penalty: 2667.759766
	Iteration 33Q: 3 clusters Score -206906.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -206907.390625 Penalty: 2667.759766
	Iteration 34Q: 3 clusters Score -206907.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -206909.531250 Penalty: 2667.759766
	Iteration 35Q: 3 clusters Score -206909.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -206909.640625 Penalty: 2667.759766
	Iteration 36Q: 3 clusters Score -206909.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -206909.640625 Penalty: 2667.759766
	Iteration 37F: 3 clusters Score -206909.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 18492 members 
Mstep: Class 3 contains 130150 members 
Mstep: Class 4 contains 18596 members 
Mstep: Class 5 contains 26201 members 
Mstep: Class 6 contains 50117 members 
Mstep: Class 8 contains 357640 members 
Mstep: Class 9 contains 8130 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14562 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16145 members 
Mstep: Class 20 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799216.000000 Penalty: 30561.902344
Iteration 239Q: 15 clusters Score -4.179922e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 18492 members 
Mstep: Class 3 contains 130147 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26201 members 
Mstep: Class 6 contains 50113 members 
Mstep: Class 8 contains 357649 members 
Mstep: Class 9 contains 8130 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14561 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16145 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799220.000000 Penalty: 30561.902344
Iteration 240F: 15 clusters Score -4.179922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 18492 members 
Mstep: Class 3 contains 130145 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26201 members 
Mstep: Class 6 contains 50109 members 
Mstep: Class 8 contains 357660 members 
Mstep: Class 9 contains 8130 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14560 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16145 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799200.000000 Penalty: 30561.902344
Iteration 241Q: 15 clusters Score -4.17992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 18492 members 
Mstep: Class 3 contains 130141 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26201 members 
Mstep: Class 6 contains 50106 members 
Mstep: Class 8 contains 357670 members 
Mstep: Class 9 contains 8130 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14559 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16145 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799240.000000 Penalty: 30561.902344
Iteration 242Q: 15 clusters Score -4.179924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 18492 members 
Mstep: Class 3 contains 130136 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 26201 members 
Mstep: Class 6 contains 50100 members 
Mstep: Class 8 contains 357682 members 
Mstep: Class 9 contains 8130 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14559 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16145 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799224.000000 Penalty: 30561.902344
Iteration 243Q: 15 clusters Score -4.179922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 18492 members 
Mstep: Class 3 contains 130134 members 
Mstep: Class 4 contains 18598 members 
Mstep: Class 5 contains 26201 members 
Mstep: Class 6 contains 50097 members 
Mstep: Class 8 contains 357687 members 
Mstep: Class 9 contains 8130 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14559 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16145 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799196.000000 Penalty: 30561.902344
Iteration 244Q: 15 clusters Score -4.17992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 18492 members 
Mstep: Class 3 contains 130131 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 26201 members 
Mstep: Class 6 contains 50092 members 
Mstep: Class 8 contains 357695 members 
Mstep: Class 9 contains 8130 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14559 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16145 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799220.000000 Penalty: 30561.902344
Iteration 245Q: 15 clusters Score -4.179922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 18492 members 
Mstep: Class 3 contains 130130 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 26200 members 
Mstep: Class 6 contains 50088 members 
Mstep: Class 8 contains 357703 members 
Mstep: Class 9 contains 8130 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14559 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16144 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799192.000000 Penalty: 30561.902344
Iteration 246Q: 15 clusters Score -4.179919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 18491 members 
Mstep: Class 3 contains 130131 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 26200 members 
Mstep: Class 6 contains 50082 members 
Mstep: Class 8 contains 357712 members 
Mstep: Class 9 contains 8130 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14558 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16143 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799192.000000 Penalty: 30561.902344
Iteration 247Q: 15 clusters Score -4.179919e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130131 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 26200 members 
Mstep: Class 6 contains 50072 members 
Mstep: Class 8 contains 357727 members 
Mstep: Class 9 contains 8130 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14557 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16141 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799180.000000 Penalty: 30561.902344
Iteration 248Q: 15 clusters Score -4.179918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 18488 members 
Mstep: Class 3 contains 130132 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 26200 members 
Mstep: Class 6 contains 50062 members 
Mstep: Class 8 contains 357744 members 
Mstep: Class 9 contains 8130 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14557 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16139 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799204.000000 Penalty: 30561.902344
Iteration 249Q: 15 clusters Score -4.17992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 18489 members 
Mstep: Class 3 contains 130130 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 26200 members 
Mstep: Class 6 contains 50053 members 
Mstep: Class 8 contains 357760 members 
Mstep: Class 9 contains 8130 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14556 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16136 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799164.000000 Penalty: 30561.902344
Iteration 250Q: 15 clusters Score -4.179916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130127 members 
Mstep: Class 4 contains 18599 members 
Mstep: Class 5 contains 26199 members 
Mstep: Class 6 contains 50047 members 
Mstep: Class 8 contains 357775 members 
Mstep: Class 9 contains 8130 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14555 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16133 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799140.000000 Penalty: 30561.902344
Iteration 251Q: 15 clusters Score -4.179914e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 18491 members 
Mstep: Class 3 contains 130123 members 
Mstep: Class 4 contains 18600 members 
Mstep: Class 5 contains 26195 members 
Mstep: Class 6 contains 50043 members 
Mstep: Class 8 contains 357791 members 
Mstep: Class 9 contains 8130 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14551 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16132 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799168.000000 Penalty: 30561.902344
Iteration 252Q: 15 clusters Score -4.179917e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130120 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26191 members 
Mstep: Class 6 contains 50042 members 
Mstep: Class 8 contains 357806 members 
Mstep: Class 9 contains 8130 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14548 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16130 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799148.000000 Penalty: 30561.902344
Iteration 253Q: 15 clusters Score -4.179915e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130112 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26188 members 
Mstep: Class 6 contains 50038 members 
Mstep: Class 8 contains 357823 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14547 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16130 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799164.000000 Penalty: 30561.902344
Iteration 254Q: 15 clusters Score -4.179916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130107 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26187 members 
Mstep: Class 6 contains 50031 members 
Mstep: Class 8 contains 357836 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14547 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16130 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799176.000000 Penalty: 30561.902344
Iteration 255Q: 15 clusters Score -4.179918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130105 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26186 members 
Mstep: Class 6 contains 50028 members 
Mstep: Class 8 contains 357841 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14547 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16130 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799176.000000 Penalty: 30561.902344
Iteration 256Q: 15 clusters Score -4.179918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130105 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26181 members 
Mstep: Class 6 contains 50025 members 
Mstep: Class 8 contains 357849 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14547 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16130 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799180.000000 Penalty: 30561.902344
Iteration 257Q: 15 clusters Score -4.179918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130105 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26177 members 
Mstep: Class 6 contains 50020 members 
Mstep: Class 8 contains 357858 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14547 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16130 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799204.000000 Penalty: 30561.902344
Iteration 258Q: 15 clusters Score -4.17992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130104 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26173 members 
Mstep: Class 6 contains 50017 members 
Mstep: Class 8 contains 357866 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14547 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16130 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799188.000000 Penalty: 30561.902344
Iteration 259Q: 15 clusters Score -4.179919e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130102 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26170 members 
Mstep: Class 6 contains 50015 members 
Mstep: Class 8 contains 357874 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14546 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16130 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799228.000000 Penalty: 30561.902344
Iteration 260F: 15 clusters Score -4.179923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130099 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26169 members 
Mstep: Class 6 contains 50012 members 
Mstep: Class 8 contains 357882 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14545 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16130 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799240.000000 Penalty: 30561.902344
Iteration 261Q: 15 clusters Score -4.179924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130099 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26169 members 
Mstep: Class 6 contains 50006 members 
Mstep: Class 8 contains 357888 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14545 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16130 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799244.000000 Penalty: 30561.902344
Iteration 262Q: 15 clusters Score -4.179924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130099 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26169 members 
Mstep: Class 6 contains 49998 members 
Mstep: Class 8 contains 357896 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14545 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16130 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799236.000000 Penalty: 30561.902344
Iteration 263Q: 15 clusters Score -4.179924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130098 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26169 members 
Mstep: Class 6 contains 49990 members 
Mstep: Class 8 contains 357905 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14545 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16130 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799208.000000 Penalty: 30561.902344
Iteration 264Q: 15 clusters Score -4.179921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130098 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26169 members 
Mstep: Class 6 contains 49986 members 
Mstep: Class 8 contains 357909 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14546 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16130 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799212.000000 Penalty: 30561.902344
Iteration 265Q: 15 clusters Score -4.179921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130098 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26169 members 
Mstep: Class 6 contains 49980 members 
Mstep: Class 8 contains 357919 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14547 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16130 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799220.000000 Penalty: 30561.902344
Iteration 266Q: 15 clusters Score -4.179922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130097 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26168 members 
Mstep: Class 6 contains 49977 members 
Mstep: Class 8 contains 357925 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14547 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16130 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799212.000000 Penalty: 30561.902344
Iteration 267Q: 15 clusters Score -4.179921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130096 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26166 members 
Mstep: Class 6 contains 49975 members 
Mstep: Class 8 contains 357930 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14547 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16130 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799204.000000 Penalty: 30561.902344
Iteration 268Q: 15 clusters Score -4.17992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130096 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26165 members 
Mstep: Class 6 contains 49974 members 
Mstep: Class 8 contains 357933 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14546 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16130 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799204.000000 Penalty: 30561.902344
Iteration 269Q: 15 clusters Score -4.17992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130095 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26165 members 
Mstep: Class 6 contains 49974 members 
Mstep: Class 8 contains 357936 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14545 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16129 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799200.000000 Penalty: 30561.902344
Iteration 270Q: 15 clusters Score -4.17992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130095 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26165 members 
Mstep: Class 6 contains 49974 members 
Mstep: Class 8 contains 357937 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14544 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16129 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799208.000000 Penalty: 30561.902344
Iteration 271Q: 15 clusters Score -4.179921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 18490 members 
Mstep: Class 3 contains 130095 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26165 members 
Mstep: Class 6 contains 49974 members 
Mstep: Class 8 contains 357937 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14544 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16129 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799208.000000 Penalty: 30561.902344
Iteration 272F: 15 clusters Score -4.179921e+07 nChanged 0
Entering ConstructFrom: 
Score: -41799208.000000 Penalty: 30561.902344
Entering ConstructFrom: 
Trying to split cluster 1 (20758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Entering Unmasked Estep 
Score: -1314125.500000 Penalty: 1615.361694
	Iteration 0F: 2 clusters Score -1314126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1299997.500000 Penalty: 3230.723389
	Iteration 0F: 3 clusters Score -1299998 nChanged 9355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1305513.875000 Penalty: 3230.723389
	Iteration 1F: 3 clusters Score -1305514 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1306334.375000 Penalty: 3230.723389
	Iteration 2F: 3 clusters Score -1306334 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1307148.875000 Penalty: 3230.723389
	Iteration 3F: 3 clusters Score -1307149 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1307952.750000 Penalty: 3230.723389
	Iteration 4F: 3 clusters Score -1307953 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1308774.125000 Penalty: 3230.723389
	Iteration 5F: 3 clusters Score -1308774 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1309635.250000 Penalty: 3230.723389
	Iteration 6F: 3 clusters Score -1309635 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1310515.000000 Penalty: 3230.723389
	Iteration 7F: 3 clusters Score -1310515 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1311277.375000 Penalty: 3230.723389
	Iteration 8F: 3 clusters Score -1311277 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1311921.500000 Penalty: 3230.723389
	Iteration 9Q: 3 clusters Score -1311922 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1312424.625000 Penalty: 3230.723389
	Iteration 10Q: 3 clusters Score -1312425 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1312823.500000 Penalty: 3230.723389
	Iteration 11Q: 3 clusters Score -1312824 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1313105.625000 Penalty: 3230.723389
	Iteration 12Q: 3 clusters Score -1313106 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1313359.375000 Penalty: 3230.723389
	Iteration 13Q: 3 clusters Score -1313359 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1313526.875000 Penalty: 3230.723389
	Iteration 14Q: 3 clusters Score -1313527 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1313660.500000 Penalty: 3230.723389
	Iteration 15Q: 3 clusters Score -1313660 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1313758.500000 Penalty: 3230.723389
	Iteration 16Q: 3 clusters Score -1313758 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1313814.000000 Penalty: 3230.723389
	Iteration 17Q: 3 clusters Score -1313814 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1313854.375000 Penalty: 3230.723389
	Iteration 18Q: 3 clusters Score -1313854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1313877.125000 Penalty: 3230.723389
	Iteration 19Q: 3 clusters Score -1313877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1313900.250000 Penalty: 3230.723389
	Iteration 20F: 3 clusters Score -1313900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1313910.000000 Penalty: 3230.723389
	Iteration 21Q: 3 clusters Score -1313910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1313918.250000 Penalty: 3230.723389
	Iteration 22Q: 3 clusters Score -1313918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1313923.000000 Penalty: 3230.723389
	Iteration 23Q: 3 clusters Score -1313923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1313921.625000 Penalty: 3230.723389
	Iteration 24Q: 3 clusters Score -1313922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1313924.250000 Penalty: 3230.723389
	Iteration 25Q: 3 clusters Score -1313924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1313922.750000 Penalty: 3230.723389
	Iteration 26Q: 3 clusters Score -1313923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1313923.625000 Penalty: 3230.723389
	Iteration 27Q: 3 clusters Score -1313924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1313926.500000 Penalty: 3230.723389
	Iteration 28Q: 3 clusters Score -1313926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1313926.500000 Penalty: 3230.723389
	Iteration 29F: 3 clusters Score -1313926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Entering Unmasked Estep 
Score: -1178968.250000 Penalty: 1596.560181
	Iteration 0F: 2 clusters Score -1178968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1166475.000000 Penalty: 3193.120361
	Iteration 0F: 3 clusters Score -1166475 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1171040.375000 Penalty: 3193.120361
	Iteration 1F: 3 clusters Score -1171040 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1171833.250000 Penalty: 3193.120361
	Iteration 2F: 3 clusters Score -1171833 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1172917.875000 Penalty: 3193.120361
	Iteration 3F: 3 clusters Score -1172918 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1174044.375000 Penalty: 3193.120361
	Iteration 4F: 3 clusters Score -1174044 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1175175.625000 Penalty: 3193.120361
	Iteration 5F: 3 clusters Score -1175176 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1176206.250000 Penalty: 3193.120361
	Iteration 6F: 3 clusters Score -1176206 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1177015.625000 Penalty: 3193.120361
	Iteration 7F: 3 clusters Score -1177016 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1177590.375000 Penalty: 3193.120361
	Iteration 8Q: 3 clusters Score -1177590 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1178014.375000 Penalty: 3193.120361
	Iteration 9Q: 3 clusters Score -1178014 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1178342.875000 Penalty: 3193.120361
	Iteration 10Q: 3 clusters Score -1178343 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1178564.750000 Penalty: 3193.120361
	Iteration 11Q: 3 clusters Score -1178565 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1178710.500000 Penalty: 3193.120361
	Iteration 12Q: 3 clusters Score -1178710 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1178802.750000 Penalty: 3193.120361
	Iteration 13Q: 3 clusters Score -1178803 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1178873.750000 Penalty: 3193.120361
	Iteration 14Q: 3 clusters Score -1178874 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1178915.750000 Penalty: 3193.120361
	Iteration 15Q: 3 clusters Score -1178916 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1178961.500000 Penalty: 3193.120361
	Iteration 16Q: 3 clusters Score -1178962 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1178996.250000 Penalty: 3193.120361
	Iteration 17Q: 3 clusters Score -1178996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1179016.125000 Penalty: 3193.120361
	Iteration 18Q: 3 clusters Score -1179016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1179037.750000 Penalty: 3193.120361
	Iteration 19Q: 3 clusters Score -1179038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1179055.250000 Penalty: 3193.120361
	Iteration 20F: 3 clusters Score -1179055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1179064.625000 Penalty: 3193.120361
	Iteration 21Q: 3 clusters Score -1179065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1179070.375000 Penalty: 3193.120361
	Iteration 22Q: 3 clusters Score -1179070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1179074.500000 Penalty: 3193.120361
	Iteration 23Q: 3 clusters Score -1179074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1179077.500000 Penalty: 3193.120361
	Iteration 24Q: 3 clusters Score -1179078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1179082.250000 Penalty: 3193.120361
	Iteration 25Q: 3 clusters Score -1179082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1179085.125000 Penalty: 3193.120361
	Iteration 26Q: 3 clusters Score -1179085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1179087.375000 Penalty: 3193.120361
	Iteration 27Q: 3 clusters Score -1179087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1179088.375000 Penalty: 3193.120361
	Iteration 28Q: 3 clusters Score -1179088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1179087.250000 Penalty: 3193.120361
	Iteration 29Q: 3 clusters Score -1179087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1179088.000000 Penalty: 3193.120361
	Iteration 30Q: 3 clusters Score -1179088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1179088.625000 Penalty: 3193.120361
	Iteration 31Q: 3 clusters Score -1179089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1179090.250000 Penalty: 3193.120361
	Iteration 32Q: 3 clusters Score -1179090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1179092.500000 Penalty: 3193.120361
	Iteration 33Q: 3 clusters Score -1179092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1179092.125000 Penalty: 3193.120361
	Iteration 34Q: 3 clusters Score -1179092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1179092.125000 Penalty: 3193.120361
	Iteration 35F: 3 clusters Score -1179092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 17653 members 
Mstep: Class 3 contains 130095 members 
Mstep: Class 4 contains 18601 members 
Mstep: Class 5 contains 26165 members 
Mstep: Class 6 contains 49974 members 
Mstep: Class 7 contains 837 members 
Mstep: Class 8 contains 357937 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 14544 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 16129 members 
Mstep: Class 20 contains 3671 members 
Entering Unmasked Estep 
Score: -41798836.000000 Penalty: 32744.896484
Splitting cluster 2 changes total score from -41799208.000000 to -41798836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (130095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130095 members 
Entering Unmasked Estep 
Score: -8332264.500000 Penalty: 1913.603271
	Iteration 0F: 2 clusters Score -8332264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -8244966.000000 Penalty: 3827.206543
	Iteration 0F: 3 clusters Score -8244966 nChanged 62752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66751 members 
Mstep: Class 2 contains 63344 members 
Entering Unmasked Estep 
Score: -8281736.000000 Penalty: 3827.206543
	Iteration 1F: 3 clusters Score -8281736 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 62184 members 
Entering Unmasked Estep 
Score: -8282658.000000 Penalty: 3827.206543
	Iteration 2Q: 3 clusters Score -8282658 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
Score: -8283934.000000 Penalty: 3827.206543
	Iteration 3Q: 3 clusters Score -8283934 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72421 members 
Mstep: Class 2 contains 57674 members 
Entering Unmasked Estep 
Score: -8285868.500000 Penalty: 3827.206543
	Iteration 4Q: 3 clusters Score -8285868 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76401 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -8288980.500000 Penalty: 3827.206543
	Iteration 5Q: 3 clusters Score -8288980 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81926 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -8293832.500000 Penalty: 3827.206543
	Iteration 6F: 3 clusters Score -8293832 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88606 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -8300162.500000 Penalty: 3827.206543
	Iteration 7F: 3 clusters Score -8300162 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95630 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -8307075.000000 Penalty: 3827.206543
	Iteration 8F: 3 clusters Score -8307075 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101718 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -8312766.000000 Penalty: 3827.206543
	Iteration 9F: 3 clusters Score -8312766 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106555 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -8317093.000000 Penalty: 3827.206543
	Iteration 10Q: 3 clusters Score -8317093 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110285 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -8320007.500000 Penalty: 3827.206543
	Iteration 11Q: 3 clusters Score -8320008 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113296 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -8322033.000000 Penalty: 3827.206543
	Iteration 12Q: 3 clusters Score -8322033 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115958 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -8323673.500000 Penalty: 3827.206543
	Iteration 13Q: 3 clusters Score -8323674 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118244 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -8325007.000000 Penalty: 3827.206543
	Iteration 14Q: 3 clusters Score -8325007 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120298 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -8326193.000000 Penalty: 3827.206543
	Iteration 15Q: 3 clusters Score -8326193 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122045 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -8327135.000000 Penalty: 3827.206543
	Iteration 16Q: 3 clusters Score -8327135 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123455 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -8327898.000000 Penalty: 3827.206543
	Iteration 17Q: 3 clusters Score -8327898 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124618 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -8328515.000000 Penalty: 3827.206543
	Iteration 18Q: 3 clusters Score -8328515 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125559 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -8329030.500000 Penalty: 3827.206543
	Iteration 19Q: 3 clusters Score -8329030 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126314 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -8329411.000000 Penalty: 3827.206543
	Iteration 20F: 3 clusters Score -8329411 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126885 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -8329735.000000 Penalty: 3827.206543
	Iteration 21Q: 3 clusters Score -8329735 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127335 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -8329954.000000 Penalty: 3827.206543
	Iteration 22Q: 3 clusters Score -8329954 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127723 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -8330131.000000 Penalty: 3827.206543
	Iteration 23Q: 3 clusters Score -8330131 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128022 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8330282.500000 Penalty: 3827.206543
	Iteration 24Q: 3 clusters Score -8330282 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128253 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8330379.000000 Penalty: 3827.206543
	Iteration 25Q: 3 clusters Score -8330379 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128410 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -8330460.500000 Penalty: 3827.206543
	Iteration 26Q: 3 clusters Score -8330460 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128525 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -8330511.000000 Penalty: 3827.206543
	Iteration 27Q: 3 clusters Score -8330511 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128614 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -8330546.500000 Penalty: 3827.206543
	Iteration 28Q: 3 clusters Score -8330546 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128686 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -8330583.500000 Penalty: 3827.206543
	Iteration 29Q: 3 clusters Score -8330584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128731 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8330593.000000 Penalty: 3827.206543
	Iteration 30Q: 3 clusters Score -8330593 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128774 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8330615.000000 Penalty: 3827.206543
	Iteration 31Q: 3 clusters Score -8330615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128810 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8330620.500000 Penalty: 3827.206543
	Iteration 32Q: 3 clusters Score -8330620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128845 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8330629.500000 Penalty: 3827.206543
	Iteration 33Q: 3 clusters Score -8330630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128881 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8330648.500000 Penalty: 3827.206543
	Iteration 34Q: 3 clusters Score -8330648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128907 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8330658.500000 Penalty: 3827.206543
	Iteration 35Q: 3 clusters Score -8330658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128931 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8330665.500000 Penalty: 3827.206543
	Iteration 36Q: 3 clusters Score -8330666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128948 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8330668.500000 Penalty: 3827.206543
	Iteration 37Q: 3 clusters Score -8330668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128967 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8330673.500000 Penalty: 3827.206543
	Iteration 38Q: 3 clusters Score -8330674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128981 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8330687.000000 Penalty: 3827.206543
	Iteration 39Q: 3 clusters Score -8330687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128995 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8330689.500000 Penalty: 3827.206543
	Iteration 40F: 3 clusters Score -8330690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129007 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8330694.000000 Penalty: 3827.206543
	Iteration 41Q: 3 clusters Score -8330694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129014 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8330691.500000 Penalty: 3827.206543
	Iteration 42Q: 3 clusters Score -8330692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129023 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8330690.000000 Penalty: 3827.206543
	Iteration 43Q: 3 clusters Score -8330690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129030 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8330690.000000 Penalty: 3827.206543
	Iteration 44Q: 3 clusters Score -8330690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129031 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8330685.500000 Penalty: 3827.206543
	Iteration 45Q: 3 clusters Score -8330686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129038 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8330692.500000 Penalty: 3827.206543
	Iteration 46Q: 3 clusters Score -8330692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129044 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8330688.500000 Penalty: 3827.206543
	Iteration 47Q: 3 clusters Score -8330688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129051 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8330699.000000 Penalty: 3827.206543
	Iteration 48Q: 3 clusters Score -8330699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129062 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8330706.500000 Penalty: 3827.206543
	Iteration 49Q: 3 clusters Score -8330706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129078 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8330699.500000 Penalty: 3827.206543
	Iteration 50Q: 3 clusters Score -8330700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129094 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8330710.500000 Penalty: 3827.206543
	Iteration 51Q: 3 clusters Score -8330710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129111 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8330709.500000 Penalty: 3827.206543
	Iteration 52Q: 3 clusters Score -8330710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129117 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8330710.000000 Penalty: 3827.206543
	Iteration 53Q: 3 clusters Score -8330710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129123 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8330712.500000 Penalty: 3827.206543
	Iteration 54Q: 3 clusters Score -8330712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129126 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8330719.000000 Penalty: 3827.206543
	Iteration 55Q: 3 clusters Score -8330719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129131 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8330720.500000 Penalty: 3827.206543
	Iteration 56Q: 3 clusters Score -8330720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129135 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8330719.500000 Penalty: 3827.206543
	Iteration 57Q: 3 clusters Score -8330720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129137 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8330724.500000 Penalty: 3827.206543
	Iteration 58Q: 3 clusters Score -8330724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129137 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8330724.500000 Penalty: 3827.206543
	Iteration 59F: 3 clusters Score -8330724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Entering Unmasked Estep 
Score: -1125294.000000 Penalty: 1597.532715
	Iteration 0F: 2 clusters Score -1125294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1112563.750000 Penalty: 3195.065430
	Iteration 0F: 3 clusters Score -1112564 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1117139.125000 Penalty: 3195.065430
	Iteration 1F: 3 clusters Score -1117139 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1117472.750000 Penalty: 3195.065430
	Iteration 2F: 3 clusters Score -1117473 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1117775.125000 Penalty: 3195.065430
	Iteration 3Q: 3 clusters Score -1117775 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1118070.000000 Penalty: 3195.065430
	Iteration 4Q: 3 clusters Score -1118070 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1118360.750000 Penalty: 3195.065430
	Iteration 5Q: 3 clusters Score -1118361 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1118610.750000 Penalty: 3195.065430
	Iteration 6Q: 3 clusters Score -1118611 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1118850.875000 Penalty: 3195.065430
	Iteration 7Q: 3 clusters Score -1118851 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1119079.000000 Penalty: 3195.065430
	Iteration 8Q: 3 clusters Score -1119079 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1119287.625000 Penalty: 3195.065430
	Iteration 9Q: 3 clusters Score -1119288 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1119542.250000 Penalty: 3195.065430
	Iteration 10Q: 3 clusters Score -1119542 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1119825.125000 Penalty: 3195.065430
	Iteration 11Q: 3 clusters Score -1119825 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1120143.500000 Penalty: 3195.065430
	Iteration 12Q: 3 clusters Score -1120144 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1120441.375000 Penalty: 3195.065430
	Iteration 13Q: 3 clusters Score -1120441 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1120746.250000 Penalty: 3195.065430
	Iteration 14Q: 3 clusters Score -1120746 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1120989.000000 Penalty: 3195.065430
	Iteration 15Q: 3 clusters Score -1120989 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1121151.000000 Penalty: 3195.065430
	Iteration 16Q: 3 clusters Score -1121151 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1121254.750000 Penalty: 3195.065430
	Iteration 17Q: 3 clusters Score -1121255 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1121318.875000 Penalty: 3195.065430
	Iteration 18Q: 3 clusters Score -1121319 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1121359.625000 Penalty: 3195.065430
	Iteration 19Q: 3 clusters Score -1121360 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1121396.750000 Penalty: 3195.065430
	Iteration 20F: 3 clusters Score -1121397 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1121423.375000 Penalty: 3195.065430
	Iteration 21Q: 3 clusters Score -1121423 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1121438.625000 Penalty: 3195.065430
	Iteration 22Q: 3 clusters Score -1121439 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1121455.250000 Penalty: 3195.065430
	Iteration 23Q: 3 clusters Score -1121455 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1121467.250000 Penalty: 3195.065430
	Iteration 24Q: 3 clusters Score -1121467 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1121480.875000 Penalty: 3195.065430
	Iteration 25Q: 3 clusters Score -1121481 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1121494.500000 Penalty: 3195.065430
	Iteration 26Q: 3 clusters Score -1121494 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1121509.000000 Penalty: 3195.065430
	Iteration 27Q: 3 clusters Score -1121509 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1121528 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1121542.500000 Penalty: 3195.065430
	Iteration 29Q: 3 clusters Score -1121542 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1121555.375000 Penalty: 3195.065430
	Iteration 30Q: 3 clusters Score -1121555 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1121562 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1121571.250000 Penalty: 3195.065430
	Iteration 32Q: 3 clusters Score -1121571 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1121589.000000 Penalty: 3195.065430
	Iteration 33Q: 3 clusters Score -1121589 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1121600.750000 Penalty: 3195.065430
	Iteration 34Q: 3 clusters Score -1121601 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1121611.750000 Penalty: 3195.065430
	Iteration 35Q: 3 clusters Score -1121612 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1121619.250000 Penalty: 3195.065430
	Iteration 36Q: 3 clusters Score -1121619 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1121632.625000 Penalty: 3195.065430
	Iteration 37Q: 3 clusters Score -1121633 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1121644.250000 Penalty: 3195.065430
	Iteration 38Q: 3 clusters Score -1121644 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1121659 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1121671.625000 Penalty: 3195.065430
	Iteration 40F: 3 clusters Score -1121672 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1121680 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1121700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1121711.125000 Penalty: 3195.065430
	Iteration 43Q: 3 clusters Score -1121711 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1121722.500000 Penalty: 3195.065430
	Iteration 44Q: 3 clusters Score -1121722 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1121729.875000 Penalty: 3195.065430
	Iteration 45Q: 3 clusters Score -1121730 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1121733.375000 Penalty: 3195.065430
	Iteration 46Q: 3 clusters Score -1121733 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1121740.875000 Penalty: 3195.065430
	Iteration 47Q: 3 clusters Score -1121741 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1121744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1121750.375000 Penalty: 3195.065430
	Iteration 49Q: 3 clusters Score -1121750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1121752.250000 Penalty: 3195.065430
	Iteration 50Q: 3 clusters Score -1121752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1121754.625000 Penalty: 3195.065430
	Iteration 51Q: 3 clusters Score -1121755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1121758.000000 Penalty: 3195.065430
	Iteration 52Q: 3 clusters Score -1121758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1121767.250000 Penalty: 3195.065430
	Iteration 53Q: 3 clusters Score -1121767 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1121765.875000 Penalty: 3195.065430
	Iteration 54Q: 3 clusters Score -1121766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1121774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1121780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1121783 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1121788 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1121797 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1121799.000000 Penalty: 3195.065430
	Iteration 60F: 3 clusters Score -1121799 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1121809 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1121814.250000 Penalty: 3195.065430
	Iteration 62Q: 3 clusters Score -1121814 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1121818.125000 Penalty: 3195.065430
	Iteration 63Q: 3 clusters Score -1121818 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1121823.500000 Penalty: 3195.065430
	Iteration 64Q: 3 clusters Score -1121824 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1121830.500000 Penalty: 3195.065430
	Iteration 65Q: 3 clusters Score -1121830 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1121842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1121856.000000 Penalty: 3195.065430
	Iteration 67Q: 3 clusters Score -1121856 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1121864.750000 Penalty: 3195.065430
	Iteration 68Q: 3 clusters Score -1121865 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1121870.625000 Penalty: 3195.065430
	Iteration 69Q: 3 clusters Score -1121871 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1121875 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1121882 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1121896 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1121907.500000 Penalty: 3195.065430
	Iteration 73Q: 3 clusters Score -1121908 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1121922 nChanged 93
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Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1121945 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1121976 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1122014 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 6672 members 
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	Iteration 78Q: 3 clusters Score -1122071 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1122142 nChanged 226
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1122245.250000 Penalty: 3195.065430
	Iteration 80F: 3 clusters Score -1122245 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1122387 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1122569.875000 Penalty: 3195.065430
	Iteration 82Q: 3 clusters Score -1122570 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 5429 members 
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Score: -1122748.250000 Penalty: 3195.065430
	Iteration 83Q: 3 clusters Score -1122748 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1122915.750000 Penalty: 3195.065430
	Iteration 84Q: 3 clusters Score -1122916 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1123081.625000 Penalty: 3195.065430
	Iteration 85Q: 3 clusters Score -1123082 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1123230.625000 Penalty: 3195.065430
	Iteration 86Q: 3 clusters Score -1123231 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1123358.500000 Penalty: 3195.065430
	Iteration 87Q: 3 clusters Score -1123358 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1123441.875000 Penalty: 3195.065430
	Iteration 88Q: 3 clusters Score -1123442 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 4001 members 
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	Iteration 89Q: 3 clusters Score -1123498 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1123550.625000 Penalty: 3195.065430
	Iteration 90Q: 3 clusters Score -1123551 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1123611.875000 Penalty: 3195.065430
	Iteration 91Q: 3 clusters Score -1123612 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1123659.500000 Penalty: 3195.065430
	Iteration 92Q: 3 clusters Score -1123660 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1123698.750000 Penalty: 3195.065430
	Iteration 93Q: 3 clusters Score -1123699 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1123731.250000 Penalty: 3195.065430
	Iteration 94Q: 3 clusters Score -1123731 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1123756.375000 Penalty: 3195.065430
	Iteration 95Q: 3 clusters Score -1123756 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1123768.375000 Penalty: 3195.065430
	Iteration 96Q: 3 clusters Score -1123768 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1123779.625000 Penalty: 3195.065430
	Iteration 97Q: 3 clusters Score -1123780 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1123792.125000 Penalty: 3195.065430
	Iteration 98Q: 3 clusters Score -1123792 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1123805.375000 Penalty: 3195.065430
	Iteration 99Q: 3 clusters Score -1123805 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1123816.875000 Penalty: 3195.065430
	Iteration 100F: 3 clusters Score -1123817 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1123826.375000 Penalty: 3195.065430
	Iteration 101Q: 3 clusters Score -1123826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1123834.125000 Penalty: 3195.065430
	Iteration 102Q: 3 clusters Score -1123834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1123845.000000 Penalty: 3195.065430
	Iteration 103Q: 3 clusters Score -1123845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1123851.375000 Penalty: 3195.065430
	Iteration 104Q: 3 clusters Score -1123851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1123854.250000 Penalty: 3195.065430
	Iteration 105Q: 3 clusters Score -1123854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1123860.750000 Penalty: 3195.065430
	Iteration 106Q: 3 clusters Score -1123861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1123864.875000 Penalty: 3195.065430
	Iteration 107Q: 3 clusters Score -1123865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1123866.000000 Penalty: 3195.065430
	Iteration 108Q: 3 clusters Score -1123866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1123873.625000 Penalty: 3195.065430
	Iteration 109Q: 3 clusters Score -1123874 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1123876.125000 Penalty: 3195.065430
	Iteration 110Q: 3 clusters Score -1123876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1123878.750000 Penalty: 3195.065430
	Iteration 111Q: 3 clusters Score -1123879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1123881.625000 Penalty: 3195.065430
	Iteration 112Q: 3 clusters Score -1123882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
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Entering Unmasked Estep 
Score: -1123884.625000 Penalty: 3195.065430
	Iteration 113Q: 3 clusters Score -1123885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1123890.500000 Penalty: 3195.065430
	Iteration 114Q: 3 clusters Score -1123890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1123891.500000 Penalty: 3195.065430
	Iteration 115Q: 3 clusters Score -1123892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1123893.750000 Penalty: 3195.065430
	Iteration 116Q: 3 clusters Score -1123894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1123900.875000 Penalty: 3195.065430
	Iteration 117Q: 3 clusters Score -1123901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1123902.625000 Penalty: 3195.065430
	Iteration 118Q: 3 clusters Score -1123903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1123906.750000 Penalty: 3195.065430
	Iteration 119Q: 3 clusters Score -1123907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1123910.125000 Penalty: 3195.065430
	Iteration 120F: 3 clusters Score -1123910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1123912.625000 Penalty: 3195.065430
	Iteration 121Q: 3 clusters Score -1123913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1123912.875000 Penalty: 3195.065430
	Iteration 122Q: 3 clusters Score -1123913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1123913.250000 Penalty: 3195.065430
	Iteration 123Q: 3 clusters Score -1123913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1123911.875000 Penalty: 3195.065430
	Iteration 124Q: 3 clusters Score -1123912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1123913.500000 Penalty: 3195.065430
	Iteration 125Q: 3 clusters Score -1123914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1123911.875000 Penalty: 3195.065430
	Iteration 126Q: 3 clusters Score -1123912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1123912.750000 Penalty: 3195.065430
	Iteration 127Q: 3 clusters Score -1123913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1123912.750000 Penalty: 3195.065430
	Iteration 128F: 3 clusters Score -1123913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Entering Unmasked Estep 
Score: -1672805.125000 Penalty: 1652.979004
	Iteration 0F: 2 clusters Score -1672805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1655049.000000 Penalty: 3305.958008
	Iteration 0F: 3 clusters Score -1655049 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1661849.000000 Penalty: 3305.958008
	Iteration 1F: 3 clusters Score -1661849 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1662514.250000 Penalty: 3305.958008
	Iteration 2F: 3 clusters Score -1662514 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1663457.000000 Penalty: 3305.958008
	Iteration 3F: 3 clusters Score -1663457 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -1664810.375000 Penalty: 3305.958008
	Iteration 4F: 3 clusters Score -1664810 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -1666655.875000 Penalty: 3305.958008
	Iteration 5F: 3 clusters Score -1666656 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -1668556.250000 Penalty: 3305.958008
	Iteration 6F: 3 clusters Score -1668556 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -1669985.125000 Penalty: 3305.958008
	Iteration 7F: 3 clusters Score -1669985 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -1670828.375000 Penalty: 3305.958008
	Iteration 8Q: 3 clusters Score -1670828 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -1671246.375000 Penalty: 3305.958008
	Iteration 9Q: 3 clusters Score -1671246 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -1671482.875000 Penalty: 3305.958008
	Iteration 10Q: 3 clusters Score -1671483 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -1671578.875000 Penalty: 3305.958008
	Iteration 11Q: 3 clusters Score -1671579 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -1671616.125000 Penalty: 3305.958008
	Iteration 12Q: 3 clusters Score -1671616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -1671629.750000 Penalty: 3305.958008
	Iteration 13Q: 3 clusters Score -1671630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -1671637.250000 Penalty: 3305.958008
	Iteration 14Q: 3 clusters Score -1671637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -1671644.000000 Penalty: 3305.958008
	Iteration 15Q: 3 clusters Score -1671644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -1671650.875000 Penalty: 3305.958008
	Iteration 16Q: 3 clusters Score -1671651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -1671651.250000 Penalty: 3305.958008
	Iteration 17Q: 3 clusters Score -1671651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -1671650.250000 Penalty: 3305.958008
	Iteration 18Q: 3 clusters Score -1671650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -1671649.750000 Penalty: 3305.958008
	Iteration 19Q: 3 clusters Score -1671650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -1671652.000000 Penalty: 3305.958008
	Iteration 20F: 3 clusters Score -1671652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -1671652.750000 Penalty: 3305.958008
	Iteration 21Q: 3 clusters Score -1671653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -1671652.125000 Penalty: 3305.958008
	Iteration 22Q: 3 clusters Score -1671652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -1671652.125000 Penalty: 3305.958008
	Iteration 23F: 3 clusters Score -1671652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Entering Unmasked Estep 
Score: -3210837.500000 Penalty: 1758.129395
	Iteration 0F: 2 clusters Score -3210838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -3177416.250000 Penalty: 3516.258789
	Iteration 0F: 3 clusters Score -3177416 nChanged 23461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3191027.000000 Penalty: 3516.258789
	Iteration 1F: 3 clusters Score -3191027 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -3191655.250000 Penalty: 3516.258789
	Iteration 2Q: 3 clusters Score -3191655 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3192370.250000 Penalty: 3516.258789
	Iteration 3Q: 3 clusters Score -3192370 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -3193300.500000 Penalty: 3516.258789
	Iteration 4Q: 3 clusters Score -3193300 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -3194646.250000 Penalty: 3516.258789
	Iteration 5F: 3 clusters Score -3194646 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -3196647.500000 Penalty: 3516.258789
	Iteration 6F: 3 clusters Score -3196648 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3199203.000000 Penalty: 3516.258789
	Iteration 7F: 3 clusters Score -3199203 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -3201957.500000 Penalty: 3516.258789
	Iteration 8F: 3 clusters Score -3201958 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -3204174.750000 Penalty: 3516.258789
	Iteration 9F: 3 clusters Score -3204175 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -3205400.750000 Penalty: 3516.258789
	Iteration 10Q: 3 clusters Score -3205401 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -3206059.500000 Penalty: 3516.258789
	Iteration 11Q: 3 clusters Score -3206060 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3206443.250000 Penalty: 3516.258789
	Iteration 12Q: 3 clusters Score -3206443 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -3206760.250000 Penalty: 3516.258789
	Iteration 13Q: 3 clusters Score -3206760 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -3207021.000000 Penalty: 3516.258789
	Iteration 14Q: 3 clusters Score -3207021 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -3207207.750000 Penalty: 3516.258789
	Iteration 15Q: 3 clusters Score -3207208 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -3207416.000000 Penalty: 3516.258789
	Iteration 16Q: 3 clusters Score -3207416 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -3207607.250000 Penalty: 3516.258789
	Iteration 17Q: 3 clusters Score -3207607 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -3207817.500000 Penalty: 3516.258789
	Iteration 18Q: 3 clusters Score -3207818 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -3207983.500000 Penalty: 3516.258789
	Iteration 19Q: 3 clusters Score -3207984 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -3208110.250000 Penalty: 3516.258789
	Iteration 20F: 3 clusters Score -3208110 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -3208238.000000 Penalty: 3516.258789
	Iteration 21Q: 3 clusters Score -3208238 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -3208356.500000 Penalty: 3516.258789
	Iteration 22Q: 3 clusters Score -3208356 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -3208450.500000 Penalty: 3516.258789
	Iteration 23Q: 3 clusters Score -3208450 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -3208531.250000 Penalty: 3516.258789
	Iteration 24Q: 3 clusters Score -3208531 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3208628.250000 Penalty: 3516.258789
	Iteration 25Q: 3 clusters Score -3208628 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -3208708.250000 Penalty: 3516.258789
	Iteration 26Q: 3 clusters Score -3208708 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3208792.500000 Penalty: 3516.258789
	Iteration 27Q: 3 clusters Score -3208792 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3208854.000000 Penalty: 3516.258789
	Iteration 28Q: 3 clusters Score -3208854 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3208905.000000 Penalty: 3516.258789
	Iteration 29Q: 3 clusters Score -3208905 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3208938.750000 Penalty: 3516.258789
	Iteration 30Q: 3 clusters Score -3208939 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3208985.500000 Penalty: 3516.258789
	Iteration 31Q: 3 clusters Score -3208986 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3209040.500000 Penalty: 3516.258789
	Iteration 32Q: 3 clusters Score -3209040 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3209089.250000 Penalty: 3516.258789
	Iteration 33Q: 3 clusters Score -3209089 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3209130.250000 Penalty: 3516.258789
	Iteration 34Q: 3 clusters Score -3209130 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3209171.250000 Penalty: 3516.258789
	Iteration 35Q: 3 clusters Score -3209171 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3209193.500000 Penalty: 3516.258789
	Iteration 36Q: 3 clusters Score -3209194 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3209225.000000 Penalty: 3516.258789
	Iteration 37Q: 3 clusters Score -3209225 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3209249.500000 Penalty: 3516.258789
	Iteration 38Q: 3 clusters Score -3209250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3209274.500000 Penalty: 3516.258789
	Iteration 39Q: 3 clusters Score -3209274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3209295.750000 Penalty: 3516.258789
	Iteration 40F: 3 clusters Score -3209296 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3209314.750000 Penalty: 3516.258789
	Iteration 41Q: 3 clusters Score -3209315 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3209326.750000 Penalty: 3516.258789
	Iteration 42Q: 3 clusters Score -3209327 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3209326.000000 Penalty: 3516.258789
	Iteration 43Q: 3 clusters Score -3209326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3209334.250000 Penalty: 3516.258789
	Iteration 44Q: 3 clusters Score -3209334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3209339.750000 Penalty: 3516.258789
	Iteration 45Q: 3 clusters Score -3209340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3209353.500000 Penalty: 3516.258789
	Iteration 46Q: 3 clusters Score -3209354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3209363.000000 Penalty: 3516.258789
	Iteration 47Q: 3 clusters Score -3209363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3209368.250000 Penalty: 3516.258789
	Iteration 48Q: 3 clusters Score -3209368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3209375.000000 Penalty: 3516.258789
	Iteration 49Q: 3 clusters Score -3209375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3209384.000000 Penalty: 3516.258789
	Iteration 50Q: 3 clusters Score -3209384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3209390.750000 Penalty: 3516.258789
	Iteration 51Q: 3 clusters Score -3209391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3209403.000000 Penalty: 3516.258789
	Iteration 52Q: 3 clusters Score -3209403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3209406.750000 Penalty: 3516.258789
	Iteration 53Q: 3 clusters Score -3209407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3209410.000000 Penalty: 3516.258789
	Iteration 54Q: 3 clusters Score -3209410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3209406.250000 Penalty: 3516.258789
	Iteration 55Q: 3 clusters Score -3209406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3209406.500000 Penalty: 3516.258789
	Iteration 56Q: 3 clusters Score -3209406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3209409.000000 Penalty: 3516.258789
	Iteration 57Q: 3 clusters Score -3209409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3209413.250000 Penalty: 3516.258789
	Iteration 58Q: 3 clusters Score -3209413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3209413.500000 Penalty: 3516.258789
	Iteration 59Q: 3 clusters Score -3209414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3209422.250000 Penalty: 3516.258789
	Iteration 60F: 3 clusters Score -3209422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3209423.750000 Penalty: 3516.258789
	Iteration 61Q: 3 clusters Score -3209424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3209425.000000 Penalty: 3516.258789
	Iteration 62Q: 3 clusters Score -3209425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3209422.750000 Penalty: 3516.258789
	Iteration 63Q: 3 clusters Score -3209423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3209420.750000 Penalty: 3516.258789
	Iteration 64Q: 3 clusters Score -3209421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3209427.250000 Penalty: 3516.258789
	Iteration 65Q: 3 clusters Score -3209427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3209431.250000 Penalty: 3516.258789
	Iteration 66Q: 3 clusters Score -3209431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3209429.000000 Penalty: 3516.258789
	Iteration 67Q: 3 clusters Score -3209429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3209439.500000 Penalty: 3516.258789
	Iteration 68Q: 3 clusters Score -3209440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3209443.750000 Penalty: 3516.258789
	Iteration 69Q: 3 clusters Score -3209444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3209445.500000 Penalty: 3516.258789
	Iteration 70Q: 3 clusters Score -3209446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3209450.250000 Penalty: 3516.258789
	Iteration 71Q: 3 clusters Score -3209450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3209452.250000 Penalty: 3516.258789
	Iteration 72Q: 3 clusters Score -3209452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3209457.750000 Penalty: 3516.258789
	Iteration 73Q: 3 clusters Score -3209458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3209457.750000 Penalty: 3516.258789
	Iteration 74Q: 3 clusters Score -3209458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3209459.000000 Penalty: 3516.258789
	Iteration 75Q: 3 clusters Score -3209459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3209465.250000 Penalty: 3516.258789
	Iteration 76Q: 3 clusters Score -3209465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3209470.500000 Penalty: 3516.258789
	Iteration 77Q: 3 clusters Score -3209470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3209465.750000 Penalty: 3516.258789
	Iteration 78Q: 3 clusters Score -3209466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3209469.750000 Penalty: 3516.258789
	Iteration 79Q: 3 clusters Score -3209470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3209474.500000 Penalty: 3516.258789
	Iteration 80F: 3 clusters Score -3209474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3209476.500000 Penalty: 3516.258789
	Iteration 81Q: 3 clusters Score -3209476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3209476.750000 Penalty: 3516.258789
	Iteration 82Q: 3 clusters Score -3209477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3209476.750000 Penalty: 3516.258789
	Iteration 83Q: 3 clusters Score -3209477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3209475.500000 Penalty: 3516.258789
	Iteration 84Q: 3 clusters Score -3209476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3209474.750000 Penalty: 3516.258789
	Iteration 85Q: 3 clusters Score -3209475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3209476.750000 Penalty: 3516.258789
	Iteration 86Q: 3 clusters Score -3209477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3209480.500000 Penalty: 3516.258789
	Iteration 87Q: 3 clusters Score -3209480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3209478.250000 Penalty: 3516.258789
	Iteration 88Q: 3 clusters Score -3209478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3209481.250000 Penalty: 3516.258789
	Iteration 89Q: 3 clusters Score -3209481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3209479.750000 Penalty: 3516.258789
	Iteration 90Q: 3 clusters Score -3209480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3209478.250000 Penalty: 3516.258789
	Iteration 91Q: 3 clusters Score -3209478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3209476.000000 Penalty: 3516.258789
	Iteration 92Q: 3 clusters Score -3209476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3209476.000000 Penalty: 3516.258789
	Iteration 93F: 3 clusters Score -3209476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (357937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357937 members 
Entering Unmasked Estep 
Score: -22220022.000000 Penalty: 2078.068359
	Iteration 0F: 2 clusters Score -2.222002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178885 members 
Mstep: Class 2 contains 179052 members 
Entering Unmasked Estep 
Score: -21978968.000000 Penalty: 4156.136719
	Iteration 0F: 3 clusters Score -2.197897e+07 nChanged 174382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176199 members 
Mstep: Class 2 contains 181738 members 
Entering Unmasked Estep 
Score: -22083474.000000 Penalty: 4156.136719
	Iteration 1F: 3 clusters Score -2.208347e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174254 members 
Mstep: Class 2 contains 183683 members 
Entering Unmasked Estep 
Score: -22084690.000000 Penalty: 4156.136719
	Iteration 2Q: 3 clusters Score -2.208469e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171318 members 
Mstep: Class 2 contains 186619 members 
Entering Unmasked Estep 
Score: -22085930.000000 Penalty: 4156.136719
	Iteration 3Q: 3 clusters Score -2.208593e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166700 members 
Mstep: Class 2 contains 191237 members 
Entering Unmasked Estep 
Score: -22087744.000000 Penalty: 4156.136719
	Iteration 4Q: 3 clusters Score -2.208774e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159623 members 
Mstep: Class 2 contains 198314 members 
Entering Unmasked Estep 
Score: -22090362.000000 Penalty: 4156.136719
	Iteration 5Q: 3 clusters Score -2.209036e+07 nChanged 12602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148923 members 
Mstep: Class 2 contains 209014 members 
Entering Unmasked Estep 
Score: -22094868.000000 Penalty: 4156.136719
	Iteration 6Q: 3 clusters Score -2.209487e+07 nChanged 16770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133297 members 
Mstep: Class 2 contains 224640 members 
Entering Unmasked Estep 
Score: -22103230.000000 Penalty: 4156.136719
	Iteration 7Q: 3 clusters Score -2.210323e+07 nChanged 22109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111748 members 
Mstep: Class 2 contains 246189 members 
Entering Unmasked Estep 
Score: -22118038.000000 Penalty: 4156.136719
	Iteration 8F: 3 clusters Score -2.211804e+07 nChanged 27213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84793 members 
Mstep: Class 2 contains 273144 members 
Entering Unmasked Estep 
Score: -22140012.000000 Penalty: 4156.136719
	Iteration 9F: 3 clusters Score -2.214001e+07 nChanged 27703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 300767 members 
Entering Unmasked Estep 
Score: -22165596.000000 Penalty: 4156.136719
	Iteration 10F: 3 clusters Score -2.21656e+07 nChanged 22940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 323697 members 
Entering Unmasked Estep 
Score: -22186836.000000 Penalty: 4156.136719
	Iteration 11F: 3 clusters Score -2.218684e+07 nChanged 16009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 339706 members 
Entering Unmasked Estep 
Score: -22201700.000000 Penalty: 4156.136719
	Iteration 12Q: 3 clusters Score -2.22017e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 349490 members 
Entering Unmasked Estep 
Score: -22210928.000000 Penalty: 4156.136719
	Iteration 13Q: 3 clusters Score -2.221093e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 354562 members 
Entering Unmasked Estep 
Score: -22215514.000000 Penalty: 4156.136719
	Iteration 14Q: 3 clusters Score -2.221551e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 356664 members 
Entering Unmasked Estep 
Score: -22217324.000000 Penalty: 4156.136719
	Iteration 15Q: 3 clusters Score -2.221732e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 357347 members 
Entering Unmasked Estep 
Score: -22217918.000000 Penalty: 4156.136719
	Iteration 16Q: 3 clusters Score -2.221792e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 357544 members 
Entering Unmasked Estep 
Score: -22218114.000000 Penalty: 4156.136719
	Iteration 17Q: 3 clusters Score -2.221811e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 357607 members 
Entering Unmasked Estep 
Score: -22218204.000000 Penalty: 4156.136719
	Iteration 18Q: 3 clusters Score -2.22182e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 357636 members 
Entering Unmasked Estep 
Score: -22218242.000000 Penalty: 4156.136719
	Iteration 19Q: 3 clusters Score -2.221824e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 357654 members 
Entering Unmasked Estep 
Score: -22218256.000000 Penalty: 4156.136719
	Iteration 20F: 3 clusters Score -2.221826e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 357661 members 
Entering Unmasked Estep 
Score: -22218266.000000 Penalty: 4156.136719
	Iteration 21Q: 3 clusters Score -2.221827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 357668 members 
Entering Unmasked Estep 
Score: -22218268.000000 Penalty: 4156.136719
	Iteration 22Q: 3 clusters Score -2.221827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 357668 members 
Entering Unmasked Estep 
Score: -22218274.000000 Penalty: 4156.136719
	Iteration 23Q: 3 clusters Score -2.221827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 357674 members 
Entering Unmasked Estep 
Score: -22218288.000000 Penalty: 4156.136719
	Iteration 24Q: 3 clusters Score -2.221829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 357679 members 
Entering Unmasked Estep 
Score: -22218296.000000 Penalty: 4156.136719
	Iteration 25Q: 3 clusters Score -2.22183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 357681 members 
Entering Unmasked Estep 
Score: -22218316.000000 Penalty: 4156.136719
	Iteration 26Q: 3 clusters Score -2.221832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 357678 members 
Entering Unmasked Estep 
Score: -22218320.000000 Penalty: 4156.136719
	Iteration 27Q: 3 clusters Score -2.221832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 357679 members 
Entering Unmasked Estep 
Score: -22218306.000000 Penalty: 4156.136719
	Iteration 28Q: 3 clusters Score -2.221831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 357680 members 
Entering Unmasked Estep 
Score: -22218312.000000 Penalty: 4156.136719
	Iteration 29Q: 3 clusters Score -2.221831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 357681 members 
Entering Unmasked Estep 
Score: -22218312.000000 Penalty: 4156.136719
	Iteration 30Q: 3 clusters Score -2.221831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 357681 members 
Entering Unmasked Estep 
Score: -22218312.000000 Penalty: 4156.136719
	Iteration 31F: 3 clusters Score -2.221831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Entering Unmasked Estep 
Score: -512897.437500 Penalty: 1463.058838
	Iteration 0F: 2 clusters Score -512897.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -506964.156250 Penalty: 2926.117676
	Iteration 0F: 3 clusters Score -506964.2 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -508776.906250 Penalty: 2926.117676
	Iteration 1F: 3 clusters Score -508776.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -509139.375000 Penalty: 2926.117676
	Iteration 2F: 3 clusters Score -509139.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -509699.843750 Penalty: 2926.117676
	Iteration 3F: 3 clusters Score -509699.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -510409.687500 Penalty: 2926.117676
	Iteration 4F: 3 clusters Score -510409.7 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -511070.281250 Penalty: 2926.117676
	Iteration 5F: 3 clusters Score -511070.3 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -511718.468750 Penalty: 2926.117676
	Iteration 6F: 3 clusters Score -511718.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -512211.531250 Penalty: 2926.117676
	Iteration 7F: 3 clusters Score -512211.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -512527.468750 Penalty: 2926.117676
	Iteration 8Q: 3 clusters Score -512527.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -512681.000000 Penalty: 2926.117676
	Iteration 9Q: 3 clusters Score -512681 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -512729.968750 Penalty: 2926.117676
	Iteration 10Q: 3 clusters Score -512730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -512745.812500 Penalty: 2926.117676
	Iteration 11Q: 3 clusters Score -512745.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -512753.718750 Penalty: 2926.117676
	Iteration 12Q: 3 clusters Score -512753.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -512758.187500 Penalty: 2926.117676
	Iteration 13Q: 3 clusters Score -512758.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -512759.812500 Penalty: 2926.117676
	Iteration 14Q: 3 clusters Score -512759.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -512762.218750 Penalty: 2926.117676
	Iteration 15Q: 3 clusters Score -512762.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -512763.437500 Penalty: 2926.117676
	Iteration 16Q: 3 clusters Score -512763.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -512765.187500 Penalty: 2926.117676
	Iteration 17Q: 3 clusters Score -512765.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -512765.500000 Penalty: 2926.117676
	Iteration 18Q: 3 clusters Score -512765.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -512767.156250 Penalty: 2926.117676
	Iteration 19Q: 3 clusters Score -512767.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -512767.250000 Penalty: 2926.117676
	Iteration 20F: 3 clusters Score -512767.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -512768.437500 Penalty: 2926.117676
	Iteration 21Q: 3 clusters Score -512768.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -512768.500000 Penalty: 2926.117676
	Iteration 22Q: 3 clusters Score -512768.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -512768.500000 Penalty: 2926.117676
	Iteration 23F: 3 clusters Score -512768.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Entering Unmasked Estep 
Score: -955562.625000 Penalty: 1560.255249
	Iteration 0F: 2 clusters Score -955562.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -945369.562500 Penalty: 3120.510498
	Iteration 0F: 3 clusters Score -945369.6 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -948862.625000 Penalty: 3120.510498
	Iteration 1F: 3 clusters Score -948862.6 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -949143.250000 Penalty: 3120.510498
	Iteration 2F: 3 clusters Score -949143.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -949402.562500 Penalty: 3120.510498
	Iteration 3Q: 3 clusters Score -949402.6 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -949691.437500 Penalty: 3120.510498
	Iteration 4Q: 3 clusters Score -949691.4 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -950066.250000 Penalty: 3120.510498
	Iteration 5Q: 3 clusters Score -950066.2 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -950588.812500 Penalty: 3120.510498
	Iteration 6F: 3 clusters Score -950588.8 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -951308.625000 Penalty: 3120.510498
	Iteration 7F: 3 clusters Score -951308.6 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -952137.937500 Penalty: 3120.510498
	Iteration 8F: 3 clusters Score -952137.9 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -952886.875000 Penalty: 3120.510498
	Iteration 9F: 3 clusters Score -952886.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -953465.500000 Penalty: 3120.510498
	Iteration 10Q: 3 clusters Score -953465.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -953891.812500 Penalty: 3120.510498
	Iteration 11Q: 3 clusters Score -953891.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -954147.562500 Penalty: 3120.510498
	Iteration 12Q: 3 clusters Score -954147.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -954329.000000 Penalty: 3120.510498
	Iteration 13Q: 3 clusters Score -954329 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -954453.375000 Penalty: 3120.510498
	Iteration 14Q: 3 clusters Score -954453.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -954536.312500 Penalty: 3120.510498
	Iteration 15Q: 3 clusters Score -954536.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -954612.500000 Penalty: 3120.510498
	Iteration 16Q: 3 clusters Score -954612.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -954681.437500 Penalty: 3120.510498
	Iteration 17Q: 3 clusters Score -954681.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -954718.312500 Penalty: 3120.510498
	Iteration 18Q: 3 clusters Score -954718.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -954740.937500 Penalty: 3120.510498
	Iteration 19Q: 3 clusters Score -954740.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -954769.875000 Penalty: 3120.510498
	Iteration 20F: 3 clusters Score -954769.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -954790.562500 Penalty: 3120.510498
	Iteration 21Q: 3 clusters Score -954790.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -954812.187500 Penalty: 3120.510498
	Iteration 22Q: 3 clusters Score -954812.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -954825.500000 Penalty: 3120.510498
	Iteration 23Q: 3 clusters Score -954825.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -954836.312500 Penalty: 3120.510498
	Iteration 24Q: 3 clusters Score -954836.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -954846.312500 Penalty: 3120.510498
	Iteration 25Q: 3 clusters Score -954846.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -954855.062500 Penalty: 3120.510498
	Iteration 26Q: 3 clusters Score -954855.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -954865.687500 Penalty: 3120.510498
	Iteration 27Q: 3 clusters Score -954865.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -954874.312500 Penalty: 3120.510498
	Iteration 28Q: 3 clusters Score -954874.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -954881.062500 Penalty: 3120.510498
	Iteration 29Q: 3 clusters Score -954881.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -954889.250000 Penalty: 3120.510498
	Iteration 30Q: 3 clusters Score -954889.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -954894.312500 Penalty: 3120.510498
	Iteration 31Q: 3 clusters Score -954894.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -954894.875000 Penalty: 3120.510498
	Iteration 32Q: 3 clusters Score -954894.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -954898.750000 Penalty: 3120.510498
	Iteration 33Q: 3 clusters Score -954898.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -954900.312500 Penalty: 3120.510498
	Iteration 34Q: 3 clusters Score -954900.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -954903.125000 Penalty: 3120.510498
	Iteration 35Q: 3 clusters Score -954903.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -954903.625000 Penalty: 3120.510498
	Iteration 36Q: 3 clusters Score -954903.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -954905.250000 Penalty: 3120.510498
	Iteration 37Q: 3 clusters Score -954905.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -954904.937500 Penalty: 3120.510498
	Iteration 38Q: 3 clusters Score -954904.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -954905.375000 Penalty: 3120.510498
	Iteration 39Q: 3 clusters Score -954905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -954908.125000 Penalty: 3120.510498
	Iteration 40F: 3 clusters Score -954908.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -954909.625000 Penalty: 3120.510498
	Iteration 41Q: 3 clusters Score -954909.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -954909.812500 Penalty: 3120.510498
	Iteration 42Q: 3 clusters Score -954909.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -954908.375000 Penalty: 3120.510498
	Iteration 43Q: 3 clusters Score -954908.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -954910.000000 Penalty: 3120.510498
	Iteration 44Q: 3 clusters Score -954910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -954911.062500 Penalty: 3120.510498
	Iteration 45Q: 3 clusters Score -954911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -954910.937500 Penalty: 3120.510498
	Iteration 46Q: 3 clusters Score -954910.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -954910.937500 Penalty: 3120.510498
	Iteration 47F: 3 clusters Score -954910.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Entering Unmasked Estep 
Score: -944297.562500 Penalty: 1557.551758
	Iteration 0F: 2 clusters Score -944297.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -934191.875000 Penalty: 3115.103516
	Iteration 0F: 3 clusters Score -934191.9 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -937721.312500 Penalty: 3115.103516
	Iteration 1F: 3 clusters Score -937721.3 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -938042.500000 Penalty: 3115.103516
	Iteration 2F: 3 clusters Score -938042.5 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -938308.875000 Penalty: 3115.103516
	Iteration 3Q: 3 clusters Score -938308.9 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -938577.375000 Penalty: 3115.103516
	Iteration 4Q: 3 clusters Score -938577.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -938892.125000 Penalty: 3115.103516
	Iteration 5Q: 3 clusters Score -938892.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -939313.875000 Penalty: 3115.103516
	Iteration 6Q: 3 clusters Score -939313.9 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -939905.687500 Penalty: 3115.103516
	Iteration 7F: 3 clusters Score -939905.7 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -940617.437500 Penalty: 3115.103516
	Iteration 8F: 3 clusters Score -940617.4 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -941331.125000 Penalty: 3115.103516
	Iteration 9F: 3 clusters Score -941331.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -941930.437500 Penalty: 3115.103516
	Iteration 10Q: 3 clusters Score -941930.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -942383.187500 Penalty: 3115.103516
	Iteration 11Q: 3 clusters Score -942383.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -942652.937500 Penalty: 3115.103516
	Iteration 12Q: 3 clusters Score -942652.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -942789.000000 Penalty: 3115.103516
	Iteration 13Q: 3 clusters Score -942789 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -942865.375000 Penalty: 3115.103516
	Iteration 14Q: 3 clusters Score -942865.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -942908.687500 Penalty: 3115.103516
	Iteration 15Q: 3 clusters Score -942908.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -942927.187500 Penalty: 3115.103516
	Iteration 16Q: 3 clusters Score -942927.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -942941.312500 Penalty: 3115.103516
	Iteration 17Q: 3 clusters Score -942941.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -942957.375000 Penalty: 3115.103516
	Iteration 18Q: 3 clusters Score -942957.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -942964.875000 Penalty: 3115.103516
	Iteration 19Q: 3 clusters Score -942964.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -942971.312500 Penalty: 3115.103516
	Iteration 20F: 3 clusters Score -942971.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -942976.062500 Penalty: 3115.103516
	Iteration 21Q: 3 clusters Score -942976.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -942987.062500 Penalty: 3115.103516
	Iteration 22Q: 3 clusters Score -942987.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -942993.625000 Penalty: 3115.103516
	Iteration 23Q: 3 clusters Score -942993.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -942994.875000 Penalty: 3115.103516
	Iteration 24Q: 3 clusters Score -942994.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -942996.687500 Penalty: 3115.103516
	Iteration 25Q: 3 clusters Score -942996.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -942996.687500 Penalty: 3115.103516
	Iteration 26F: 3 clusters Score -942996.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Entering Unmasked Estep 
Score: -171252.265625 Penalty: 1281.671387
	Iteration 0F: 2 clusters Score -171252.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -168709.750000 Penalty: 2563.342773
	Iteration 0F: 3 clusters Score -168709.8 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -169235.453125 Penalty: 2563.342773
	Iteration 1F: 3 clusters Score -169235.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -169341.781250 Penalty: 2563.342773
	Iteration 2F: 3 clusters Score -169341.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -169415.203125 Penalty: 2563.342773
	Iteration 3Q: 3 clusters Score -169415.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -169462.343750 Penalty: 2563.342773
	Iteration 4Q: 3 clusters Score -169462.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -169486.750000 Penalty: 2563.342773
	Iteration 5Q: 3 clusters Score -169486.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -169511.750000 Penalty: 2563.342773
	Iteration 6Q: 3 clusters Score -169511.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -169530.734375 Penalty: 2563.342773
	Iteration 7Q: 3 clusters Score -169530.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -169550.468750 Penalty: 2563.342773
	Iteration 8Q: 3 clusters Score -169550.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -169569.328125 Penalty: 2563.342773
	Iteration 9Q: 3 clusters Score -169569.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -169591.093750 Penalty: 2563.342773
	Iteration 10Q: 3 clusters Score -169591.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -169608.218750 Penalty: 2563.342773
	Iteration 11Q: 3 clusters Score -169608.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -169619.953125 Penalty: 2563.342773
	Iteration 12Q: 3 clusters Score -169620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -169628.093750 Penalty: 2563.342773
	Iteration 13Q: 3 clusters Score -169628.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -169639.750000 Penalty: 2563.342773
	Iteration 14Q: 3 clusters Score -169639.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -169650.437500 Penalty: 2563.342773
	Iteration 15Q: 3 clusters Score -169650.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -169656.703125 Penalty: 2563.342773
	Iteration 16Q: 3 clusters Score -169656.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -169666.187500 Penalty: 2563.342773
	Iteration 17Q: 3 clusters Score -169666.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -169678.484375 Penalty: 2563.342773
	Iteration 18Q: 3 clusters Score -169678.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -169690.359375 Penalty: 2563.342773
	Iteration 19Q: 3 clusters Score -169690.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -169697.937500 Penalty: 2563.342773
	Iteration 20F: 3 clusters Score -169697.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -169706.562500 Penalty: 2563.342773
	Iteration 21Q: 3 clusters Score -169706.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -169716.421875 Penalty: 2563.342773
	Iteration 22Q: 3 clusters Score -169716.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -169725.718750 Penalty: 2563.342773
	Iteration 23Q: 3 clusters Score -169725.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -169733.015625 Penalty: 2563.342773
	Iteration 24Q: 3 clusters Score -169733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -169741.687500 Penalty: 2563.342773
	Iteration 25Q: 3 clusters Score -169741.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -169751.609375 Penalty: 2563.342773
	Iteration 26Q: 3 clusters Score -169751.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -169761.671875 Penalty: 2563.342773
	Iteration 27Q: 3 clusters Score -169761.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -169777.078125 Penalty: 2563.342773
	Iteration 28Q: 3 clusters Score -169777.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -169794.234375 Penalty: 2563.342773
	Iteration 29Q: 3 clusters Score -169794.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -169811.343750 Penalty: 2563.342773
	Iteration 30Q: 3 clusters Score -169811.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -169828.390625 Penalty: 2563.342773
	Iteration 31Q: 3 clusters Score -169828.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -169840.875000 Penalty: 2563.342773
	Iteration 32Q: 3 clusters Score -169840.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -169854.734375 Penalty: 2563.342773
	Iteration 33Q: 3 clusters Score -169854.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -169866.140625 Penalty: 2563.342773
	Iteration 34Q: 3 clusters Score -169866.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -169883.625000 Penalty: 2563.342773
	Iteration 35Q: 3 clusters Score -169883.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -169907.718750 Penalty: 2563.342773
	Iteration 36Q: 3 clusters Score -169907.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -169930.390625 Penalty: 2563.342773
	Iteration 37Q: 3 clusters Score -169930.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -169952.625000 Penalty: 2563.342773
	Iteration 38Q: 3 clusters Score -169952.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -169975.515625 Penalty: 2563.342773
	Iteration 39Q: 3 clusters Score -169975.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -169991.656250 Penalty: 2563.342773
	Iteration 40F: 3 clusters Score -169991.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -170004.984375 Penalty: 2563.342773
	Iteration 41Q: 3 clusters Score -170005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -170015.765625 Penalty: 2563.342773
	Iteration 42Q: 3 clusters Score -170015.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -170024.250000 Penalty: 2563.342773
	Iteration 43Q: 3 clusters Score -170024.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -170033.671875 Penalty: 2563.342773
	Iteration 44Q: 3 clusters Score -170033.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -170048.687500 Penalty: 2563.342773
	Iteration 45Q: 3 clusters Score -170048.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -170065.937500 Penalty: 2563.342773
	Iteration 46Q: 3 clusters Score -170065.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -170085.734375 Penalty: 2563.342773
	Iteration 47Q: 3 clusters Score -170085.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -170099.312500 Penalty: 2563.342773
	Iteration 48Q: 3 clusters Score -170099.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -170107.890625 Penalty: 2563.342773
	Iteration 49Q: 3 clusters Score -170107.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -170116.359375 Penalty: 2563.342773
	Iteration 50Q: 3 clusters Score -170116.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -170124.781250 Penalty: 2563.342773
	Iteration 51Q: 3 clusters Score -170124.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -170130.031250 Penalty: 2563.342773
	Iteration 52Q: 3 clusters Score -170130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -170133.437500 Penalty: 2563.342773
	Iteration 53Q: 3 clusters Score -170133.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -170138.390625 Penalty: 2563.342773
	Iteration 54Q: 3 clusters Score -170138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -170139.468750 Penalty: 2563.342773
	Iteration 55Q: 3 clusters Score -170139.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -170139.468750 Penalty: 2563.342773
	Iteration 56F: 3 clusters Score -170139.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -46842.156250 Penalty: 1074.238037
	Iteration 0F: 2 clusters Score -46842.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -45567.179688 Penalty: 2148.476074
	Iteration 0F: 3 clusters Score -45567.18 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -45768.218750 Penalty: 2148.476074
	Iteration 1F: 3 clusters Score -45768.22 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -45827.328125 Penalty: 2148.476074
	Iteration 2F: 3 clusters Score -45827.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -45854.394531 Penalty: 2148.476074
	Iteration 3Q: 3 clusters Score -45854.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -45871.339844 Penalty: 2148.476074
	Iteration 4Q: 3 clusters Score -45871.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -45885.207031 Penalty: 2148.476074
	Iteration 5Q: 3 clusters Score -45885.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -45894.679688 Penalty: 2148.476074
	Iteration 6Q: 3 clusters Score -45894.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -45903.597656 Penalty: 2148.476074
	Iteration 7Q: 3 clusters Score -45903.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -45908.453125 Penalty: 2148.476074
	Iteration 8Q: 3 clusters Score -45908.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -45910.632812 Penalty: 2148.476074
	Iteration 9Q: 3 clusters Score -45910.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -45912.851562 Penalty: 2148.476074
	Iteration 10Q: 3 clusters Score -45912.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -45916.277344 Penalty: 2148.476074
	Iteration 11Q: 3 clusters Score -45916.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -45922.511719 Penalty: 2148.476074
	Iteration 12Q: 3 clusters Score -45922.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -45927.960938 Penalty: 2148.476074
	Iteration 13Q: 3 clusters Score -45927.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -45929.890625 Penalty: 2148.476074
	Iteration 14Q: 3 clusters Score -45929.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -45929.890625 Penalty: 2148.476074
	Iteration 15F: 3 clusters Score -45929.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Entering Unmasked Estep 
Score: -1032873.375000 Penalty: 1574.360840
	Iteration 0F: 2 clusters Score -1032873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1021760.125000 Penalty: 3148.721680
	Iteration 0F: 3 clusters Score -1021760 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1025548.125000 Penalty: 3148.721680
	Iteration 1F: 3 clusters Score -1025548 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1025842.125000 Penalty: 3148.721680
	Iteration 2F: 3 clusters Score -1025842 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1026078.875000 Penalty: 3148.721680
	Iteration 3Q: 3 clusters Score -1026079 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1026255.250000 Penalty: 3148.721680
	Iteration 4Q: 3 clusters Score -1026255 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1026404.312500 Penalty: 3148.721680
	Iteration 5Q: 3 clusters Score -1026404 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1026547.312500 Penalty: 3148.721680
	Iteration 6Q: 3 clusters Score -1026547 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1026668.812500 Penalty: 3148.721680
	Iteration 7Q: 3 clusters Score -1026669 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1026789.500000 Penalty: 3148.721680
	Iteration 8Q: 3 clusters Score -1026790 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1026915.187500 Penalty: 3148.721680
	Iteration 9Q: 3 clusters Score -1026915 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1027041.562500 Penalty: 3148.721680
	Iteration 10Q: 3 clusters Score -1027042 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1027177.687500 Penalty: 3148.721680
	Iteration 11Q: 3 clusters Score -1027178 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1027314.250000 Penalty: 3148.721680
	Iteration 12Q: 3 clusters Score -1027314 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1027454.812500 Penalty: 3148.721680
	Iteration 13Q: 3 clusters Score -1027455 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1027594.875000 Penalty: 3148.721680
	Iteration 14Q: 3 clusters Score -1027595 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1027734.000000 Penalty: 3148.721680
	Iteration 15Q: 3 clusters Score -1027734 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1027890.187500 Penalty: 3148.721680
	Iteration 16Q: 3 clusters Score -1027890 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1028064.125000 Penalty: 3148.721680
	Iteration 17Q: 3 clusters Score -1028064 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1028242.562500 Penalty: 3148.721680
	Iteration 18Q: 3 clusters Score -1028243 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1028424.500000 Penalty: 3148.721680
	Iteration 19Q: 3 clusters Score -1028424 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1028616.500000 Penalty: 3148.721680
	Iteration 20F: 3 clusters Score -1028616 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1028811.500000 Penalty: 3148.721680
	Iteration 21Q: 3 clusters Score -1028812 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1028959.437500 Penalty: 3148.721680
	Iteration 22Q: 3 clusters Score -1028959 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1029101.812500 Penalty: 3148.721680
	Iteration 23Q: 3 clusters Score -1029102 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1029225.000000 Penalty: 3148.721680
	Iteration 24Q: 3 clusters Score -1029225 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1029350.625000 Penalty: 3148.721680
	Iteration 25Q: 3 clusters Score -1029351 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1029474.500000 Penalty: 3148.721680
	Iteration 26Q: 3 clusters Score -1029474 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1029592.250000 Penalty: 3148.721680
	Iteration 27Q: 3 clusters Score -1029592 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1029703.500000 Penalty: 3148.721680
	Iteration 28Q: 3 clusters Score -1029704 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1029822.687500 Penalty: 3148.721680
	Iteration 29Q: 3 clusters Score -1029823 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1029911.187500 Penalty: 3148.721680
	Iteration 30Q: 3 clusters Score -1029911 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1030005.000000 Penalty: 3148.721680
	Iteration 31Q: 3 clusters Score -1030005 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1030095.875000 Penalty: 3148.721680
	Iteration 32Q: 3 clusters Score -1030096 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1030196.687500 Penalty: 3148.721680
	Iteration 33Q: 3 clusters Score -1030197 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1030282.312500 Penalty: 3148.721680
	Iteration 34Q: 3 clusters Score -1030282 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1030364.312500 Penalty: 3148.721680
	Iteration 35Q: 3 clusters Score -1030364 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1030430.625000 Penalty: 3148.721680
	Iteration 36Q: 3 clusters Score -1030431 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1030499.875000 Penalty: 3148.721680
	Iteration 37Q: 3 clusters Score -1030500 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1030574.750000 Penalty: 3148.721680
	Iteration 38Q: 3 clusters Score -1030575 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1030647.812500 Penalty: 3148.721680
	Iteration 39Q: 3 clusters Score -1030648 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1030728.625000 Penalty: 3148.721680
	Iteration 40F: 3 clusters Score -1030729 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1030809.312500 Penalty: 3148.721680
	Iteration 41Q: 3 clusters Score -1030809 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1030885.000000 Penalty: 3148.721680
	Iteration 42Q: 3 clusters Score -1030885 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1030959.062500 Penalty: 3148.721680
	Iteration 43Q: 3 clusters Score -1030959 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1031026.625000 Penalty: 3148.721680
	Iteration 44Q: 3 clusters Score -1031027 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1031099.312500 Penalty: 3148.721680
	Iteration 45Q: 3 clusters Score -1031099 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1031149.375000 Penalty: 3148.721680
	Iteration 46Q: 3 clusters Score -1031149 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1031198.125000 Penalty: 3148.721680
	Iteration 47Q: 3 clusters Score -1031198 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1031241.500000 Penalty: 3148.721680
	Iteration 48Q: 3 clusters Score -1031242 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1031269.375000 Penalty: 3148.721680
	Iteration 49Q: 3 clusters Score -1031269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1031293.187500 Penalty: 3148.721680
	Iteration 50Q: 3 clusters Score -1031293 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1031320.437500 Penalty: 3148.721680
	Iteration 51Q: 3 clusters Score -1031320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1031341.875000 Penalty: 3148.721680
	Iteration 52Q: 3 clusters Score -1031342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1031366.062500 Penalty: 3148.721680
	Iteration 53Q: 3 clusters Score -1031366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1031382.562500 Penalty: 3148.721680
	Iteration 54Q: 3 clusters Score -1031383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1031401.250000 Penalty: 3148.721680
	Iteration 55Q: 3 clusters Score -1031401 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1031417.812500 Penalty: 3148.721680
	Iteration 56Q: 3 clusters Score -1031418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1031431.312500 Penalty: 3148.721680
	Iteration 57Q: 3 clusters Score -1031431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1031445.375000 Penalty: 3148.721680
	Iteration 58Q: 3 clusters Score -1031445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1031451.937500 Penalty: 3148.721680
	Iteration 59Q: 3 clusters Score -1031452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1031457.437500 Penalty: 3148.721680
	Iteration 60F: 3 clusters Score -1031457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1031467.750000 Penalty: 3148.721680
	Iteration 61Q: 3 clusters Score -1031468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -1031472.312500 Penalty: 3148.721680
	Iteration 62Q: 3 clusters Score -1031472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -1031478.000000 Penalty: 3148.721680
	Iteration 63Q: 3 clusters Score -1031478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1031484.000000 Penalty: 3148.721680
	Iteration 64Q: 3 clusters Score -1031484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1031488.000000 Penalty: 3148.721680
	Iteration 65Q: 3 clusters Score -1031488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1031490.625000 Penalty: 3148.721680
	Iteration 66Q: 3 clusters Score -1031491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1031493.750000 Penalty: 3148.721680
	Iteration 67Q: 3 clusters Score -1031494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1031495.812500 Penalty: 3148.721680
	Iteration 68Q: 3 clusters Score -1031496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1031498.250000 Penalty: 3148.721680
	Iteration 69Q: 3 clusters Score -1031498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1031499.625000 Penalty: 3148.721680
	Iteration 70Q: 3 clusters Score -1031500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1031499.125000 Penalty: 3148.721680
	Iteration 71Q: 3 clusters Score -1031499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1031499.125000 Penalty: 3148.721680
	Iteration 72F: 3 clusters Score -1031499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Entering Unmasked Estep 
Score: -207145.640625 Penalty: 1333.835693
	Iteration 0F: 2 clusters Score -207145.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -204050.812500 Penalty: 2667.671387
	Iteration 0F: 3 clusters Score -204050.8 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -205216.125000 Penalty: 2667.671387
	Iteration 1F: 3 clusters Score -205216.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -205759.140625 Penalty: 2667.671387
	Iteration 2F: 3 clusters Score -205759.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -206238.734375 Penalty: 2667.671387
	Iteration 3F: 3 clusters Score -206238.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -206570.468750 Penalty: 2667.671387
	Iteration 4F: 3 clusters Score -206570.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -206730.328125 Penalty: 2667.671387
	Iteration 5Q: 3 clusters Score -206730.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -206810.796875 Penalty: 2667.671387
	Iteration 6Q: 3 clusters Score -206810.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -206836.171875 Penalty: 2667.671387
	Iteration 7Q: 3 clusters Score -206836.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -206844.828125 Penalty: 2667.671387
	Iteration 8Q: 3 clusters Score -206844.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -206851.343750 Penalty: 2667.671387
	Iteration 9Q: 3 clusters Score -206851.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -206854.625000 Penalty: 2667.671387
	Iteration 10Q: 3 clusters Score -206854.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -206856.328125 Penalty: 2667.671387
	Iteration 11Q: 3 clusters Score -206856.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -206857.906250 Penalty: 2667.671387
	Iteration 12Q: 3 clusters Score -206857.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -206862.671875 Penalty: 2667.671387
	Iteration 13Q: 3 clusters Score -206862.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -206869.312500 Penalty: 2667.671387
	Iteration 14Q: 3 clusters Score -206869.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -206872.828125 Penalty: 2667.671387
	Iteration 15Q: 3 clusters Score -206872.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -206877.187500 Penalty: 2667.671387
	Iteration 16Q: 3 clusters Score -206877.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -206883.359375 Penalty: 2667.671387
	Iteration 17Q: 3 clusters Score -206883.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -206886.359375 Penalty: 2667.671387
	Iteration 18Q: 3 clusters Score -206886.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -206886.843750 Penalty: 2667.671387
	Iteration 19Q: 3 clusters Score -206886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -206886.890625 Penalty: 2667.671387
	Iteration 20F: 3 clusters Score -206886.9 nChanged 0
--- Evaluating fit on full set of 2048086 points ---
Entering Unmasked Estep 
Score: -125485800.000000 Penalty: 33061.246094
21->15 Clusters: Score -125485800.000000, best is -125488632.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 682695 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 32353 members 
Mstep: Class 3 contains 32524 members 
Mstep: Class 4 contains 32333 members 
Mstep: Class 5 contains 32451 members 
Mstep: Class 6 contains 32776 members 
Mstep: Class 7 contains 32548 members 
Mstep: Class 8 contains 32669 members 
Mstep: Class 9 contains 32395 members 
Mstep: Class 10 contains 32418 members 
Mstep: Class 11 contains 32247 members 
Mstep: Class 12 contains 32593 members 
Mstep: Class 13 contains 32495 members 
Mstep: Class 14 contains 32654 members 
Mstep: Class 15 contains 32423 members 
Mstep: Class 16 contains 32480 members 
Mstep: Class 17 contains 32561 members 
Mstep: Class 18 contains 32570 members 
Mstep: Class 19 contains 32695 members 
Mstep: Class 20 contains 32530 members 
Mstep: Class 21 contains 32427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 629.690247 but Gain 2182.992188
Score: -39481776.000000 Penalty: 43659.863281
Iteration 0F: 21 clusters Score -3.948178e+07 nChanged 644571
Entering Unmasked Mstep 
Mstep: Class 0 contains 290 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 32758 members 
Mstep: Class 3 contains 23843 members 
Mstep: Class 4 contains 33453 members 
Mstep: Class 5 contains 19692 members 
Mstep: Class 6 contains 30895 members 
Mstep: Class 7 contains 56604 members 
Mstep: Class 9 contains 20083 members 
Mstep: Class 10 contains 44818 members 
Mstep: Class 11 contains 35136 members 
Mstep: Class 12 contains 62553 members 
Mstep: Class 13 contains 33063 members 
Mstep: Class 14 contains 32056 members 
Mstep: Class 15 contains 42383 members 
Mstep: Class 16 contains 34079 members 
Mstep: Class 17 contains 27020 members 
Mstep: Class 18 contains 30533 members 
Mstep: Class 19 contains 41020 members 
Mstep: Class 20 contains 22994 members 
Mstep: Class 21 contains 28265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40911540.000000 Penalty: 43659.863281
Iteration 1F: 21 clusters Score -4.091154e+07 nChanged 166046
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 30935 members 
Mstep: Class 3 contains 19299 members 
Mstep: Class 4 contains 32558 members 
Mstep: Class 5 contains 14873 members 
Mstep: Class 6 contains 30858 members 
Mstep: Class 7 contains 68475 members 
Mstep: Class 9 contains 15899 members 
Mstep: Class 10 contains 48556 members 
Mstep: Class 11 contains 33594 members 
Mstep: Class 12 contains 76677 members 
Mstep: Class 13 contains 29289 members 
Mstep: Class 14 contains 33000 members 
Mstep: Class 15 contains 41680 members 
Mstep: Class 16 contains 35859 members 
Mstep: Class 17 contains 24918 members 
Mstep: Class 18 contains 28108 members 
Mstep: Class 19 contains 44840 members 
Mstep: Class 20 contains 18171 members 
Mstep: Class 21 contains 25805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41064640.000000 Penalty: 43659.863281
Iteration 2F: 21 clusters Score -4.106464e+07 nChanged 132892
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 27634 members 
Mstep: Class 3 contains 16260 members 
Mstep: Class 4 contains 30601 members 
Mstep: Class 5 contains 10719 members 
Mstep: Class 6 contains 30113 members 
Mstep: Class 7 contains 83581 members 
Mstep: Class 9 contains 13428 members 
Mstep: Class 10 contains 48752 members 
Mstep: Class 11 contains 31830 members 
Mstep: Class 12 contains 89870 members 
Mstep: Class 13 contains 28320 members 
Mstep: Class 14 contains 32980 members 
Mstep: Class 15 contains 41375 members 
Mstep: Class 16 contains 35547 members 
Mstep: Class 17 contains 24910 members 
Mstep: Class 18 contains 24793 members 
Mstep: Class 19 contains 46953 members 
Mstep: Class 20 contains 15217 members 
Mstep: Class 21 contains 23395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41174012.000000 Penalty: 43659.863281
Iteration 3F: 21 clusters Score -4.117401e+07 nChanged 114441
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 23860 members 
Mstep: Class 3 contains 13932 members 
Mstep: Class 4 contains 27905 members 
Mstep: Class 5 contains 7462 members 
Mstep: Class 6 contains 29185 members 
Mstep: Class 7 contains 101701 members 
Mstep: Class 9 contains 12311 members 
Mstep: Class 10 contains 46153 members 
Mstep: Class 11 contains 28716 members 
Mstep: Class 12 contains 103908 members 
Mstep: Class 13 contains 29239 members 
Mstep: Class 14 contains 32356 members 
Mstep: Class 15 contains 40952 members 
Mstep: Class 16 contains 34211 members 
Mstep: Class 17 contains 24401 members 
Mstep: Class 18 contains 20751 members 
Mstep: Class 19 contains 47888 members 
Mstep: Class 20 contains 13486 members 
Mstep: Class 21 contains 21155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41266768.000000 Penalty: 43659.863281
Iteration 4F: 21 clusters Score -4.126677e+07 nChanged 104512
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 20156 members 
Mstep: Class 3 contains 12035 members 
Mstep: Class 4 contains 24850 members 
Mstep: Class 5 contains 4989 members 
Mstep: Class 6 contains 29173 members 
Mstep: Class 7 contains 122676 members 
Mstep: Class 9 contains 12086 members 
Mstep: Class 10 contains 40972 members 
Mstep: Class 11 contains 24166 members 
Mstep: Class 12 contains 120174 members 
Mstep: Class 13 contains 31848 members 
Mstep: Class 14 contains 30342 members 
Mstep: Class 15 contains 39155 members 
Mstep: Class 16 contains 32024 members 
Mstep: Class 17 contains 23152 members 
Mstep: Class 18 contains 16246 members 
Mstep: Class 19 contains 47530 members 
Mstep: Class 20 contains 12284 members 
Mstep: Class 21 contains 19151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41352824.000000 Penalty: 43659.863281
Iteration 5F: 21 clusters Score -4.135282e+07 nChanged 97562
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 16291 members 
Mstep: Class 3 contains 10130 members 
Mstep: Class 4 contains 22026 members 
Mstep: Class 5 contains 3103 members 
Mstep: Class 6 contains 31414 members 
Mstep: Class 7 contains 145335 members 
Mstep: Class 9 contains 11915 members 
Mstep: Class 10 contains 33677 members 
Mstep: Class 11 contains 18788 members 
Mstep: Class 12 contains 139142 members 
Mstep: Class 13 contains 35230 members 
Mstep: Class 14 contains 26800 members 
Mstep: Class 15 contains 35575 members 
Mstep: Class 16 contains 29055 members 
Mstep: Class 17 contains 21775 members 
Mstep: Class 18 contains 11523 members 
Mstep: Class 19 contains 46019 members 
Mstep: Class 20 contains 10915 members 
Mstep: Class 21 contains 17636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1980.990479 but Gain 2182.996094
Score: -41432944.000000 Penalty: 41476.867188
Iteration 6F: 20 clusters Score -4.143294e+07 nChanged 90684
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 12470 members 
Mstep: Class 3 contains 8128 members 
Mstep: Class 4 contains 20264 members 
Mstep: Class 6 contains 35451 members 
Mstep: Class 7 contains 168291 members 
Mstep: Class 9 contains 11656 members 
Mstep: Class 10 contains 25306 members 
Mstep: Class 11 contains 13787 members 
Mstep: Class 12 contains 159072 members 
Mstep: Class 13 contains 38746 members 
Mstep: Class 14 contains 22278 members 
Mstep: Class 15 contains 30767 members 
Mstep: Class 16 contains 25258 members 
Mstep: Class 17 contains 20479 members 
Mstep: Class 18 contains 7616 members 
Mstep: Class 19 contains 43874 members 
Mstep: Class 20 contains 9295 members 
Mstep: Class 21 contains 16741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41506536.000000 Penalty: 41476.867188
Iteration 7F: 20 clusters Score -4.150654e+07 nChanged 75766
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 8805 members 
Mstep: Class 3 contains 6276 members 
Mstep: Class 4 contains 19553 members 
Mstep: Class 6 contains 38871 members 
Mstep: Class 7 contains 188788 members 
Mstep: Class 9 contains 11092 members 
Mstep: Class 10 contains 17373 members 
Mstep: Class 11 contains 10067 members 
Mstep: Class 12 contains 177025 members 
Mstep: Class 13 contains 41832 members 
Mstep: Class 14 contains 17544 members 
Mstep: Class 15 contains 24864 members 
Mstep: Class 16 contains 20957 members 
Mstep: Class 17 contains 19313 members 
Mstep: Class 18 contains 4831 members 
Mstep: Class 19 contains 41048 members 
Mstep: Class 20 contains 7574 members 
Mstep: Class 21 contains 16238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41562024.000000 Penalty: 41476.867188
Iteration 8F: 20 clusters Score -4.156202e+07 nChanged 61988
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 5690 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 19764 members 
Mstep: Class 6 contains 41086 members 
Mstep: Class 7 contains 206490 members 
Mstep: Class 9 contains 10296 members 
Mstep: Class 10 contains 11061 members 
Mstep: Class 11 contains 7690 members 
Mstep: Class 12 contains 192381 members 
Mstep: Class 13 contains 44451 members 
Mstep: Class 14 contains 13162 members 
Mstep: Class 15 contains 18913 members 
Mstep: Class 16 contains 16758 members 
Mstep: Class 17 contains 18319 members 
Mstep: Class 18 contains 3316 members 
Mstep: Class 19 contains 37879 members 
Mstep: Class 20 contains 6007 members 
Mstep: Class 21 contains 16012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41604724.000000 Penalty: 41476.867188
Iteration 9F: 20 clusters Score -4.160472e+07 nChanged 49198
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 3587 members 
Mstep: Class 3 contains 3114 members 
Mstep: Class 4 contains 20208 members 
Mstep: Class 6 contains 42078 members 
Mstep: Class 7 contains 221309 members 
Mstep: Class 9 contains 9411 members 
Mstep: Class 10 contains 6671 members 
Mstep: Class 11 contains 6371 members 
Mstep: Class 12 contains 204552 members 
Mstep: Class 13 contains 46626 members 
Mstep: Class 14 contains 9500 members 
Mstep: Class 15 contains 13634 members 
Mstep: Class 16 contains 12908 members 
Mstep: Class 17 contains 17470 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 34407 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 16039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1934.360474 but Gain 2182.992188
Score: -41637216.000000 Penalty: 39293.875000
Iteration 10F: 19 clusters Score -4.163722e+07 nChanged 40098
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2235 members 
Mstep: Class 4 contains 20747 members 
Mstep: Class 6 contains 42145 members 
Mstep: Class 7 contains 233334 members 
Mstep: Class 9 contains 8477 members 
Mstep: Class 10 contains 3972 members 
Mstep: Class 11 contains 5784 members 
Mstep: Class 12 contains 213908 members 
Mstep: Class 13 contains 49082 members 
Mstep: Class 14 contains 6843 members 
Mstep: Class 15 contains 9439 members 
Mstep: Class 16 contains 9754 members 
Mstep: Class 17 contains 16947 members 
Mstep: Class 18 contains 2250 members 
Mstep: Class 19 contains 31246 members 
Mstep: Class 20 contains 3649 members 
Mstep: Class 21 contains 16206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1560.398315 but Gain 2182.992188
Score: -41664308.000000 Penalty: 37110.882812
Iteration 11F: 18 clusters Score -4.166431e+07 nChanged 30440
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 4 contains 21400 members 
Mstep: Class 6 contains 41924 members 
Mstep: Class 7 contains 242451 members 
Mstep: Class 9 contains 7483 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 5578 members 
Mstep: Class 12 contains 220480 members 
Mstep: Class 13 contains 49687 members 
Mstep: Class 14 contains 4875 members 
Mstep: Class 15 contains 6398 members 
Mstep: Class 16 contains 7331 members 
Mstep: Class 17 contains 16107 members 
Mstep: Class 18 contains 2204 members 
Mstep: Class 19 contains 29071 members 
Mstep: Class 20 contains 2910 members 
Mstep: Class 21 contains 16446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1665.385010 but Gain 2182.992188
Score: -41683828.000000 Penalty: 34927.890625
Iteration 12Q: 17 clusters Score -4.168383e+07 nChanged 23907
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 4 contains 21876 members 
Mstep: Class 6 contains 41218 members 
Mstep: Class 7 contains 249683 members 
Mstep: Class 9 contains 6646 members 
Mstep: Class 11 contains 5505 members 
Mstep: Class 12 contains 225270 members 
Mstep: Class 13 contains 49506 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 4426 members 
Mstep: Class 16 contains 5479 members 
Mstep: Class 17 contains 15416 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 27244 members 
Mstep: Class 20 contains 2475 members 
Mstep: Class 21 contains 16760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41696572.000000 Penalty: 34927.890625
Iteration 13Q: 17 clusters Score -4.169657e+07 nChanged 17525
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 4 contains 22259 members 
Mstep: Class 6 contains 40380 members 
Mstep: Class 7 contains 254247 members 
Mstep: Class 9 contains 5967 members 
Mstep: Class 11 contains 5490 members 
Mstep: Class 12 contains 228310 members 
Mstep: Class 13 contains 48611 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 3078 members 
Mstep: Class 16 contains 4099 members 
Mstep: Class 17 contains 14829 members 
Mstep: Class 18 contains 2539 members 
Mstep: Class 19 contains 26037 members 
Mstep: Class 20 contains 2205 members 
Mstep: Class 21 contains 17216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41704052.000000 Penalty: 34927.890625
Iteration 14Q: 17 clusters Score -4.170405e+07 nChanged 14354
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 4 contains 22612 members 
Mstep: Class 6 contains 39581 members 
Mstep: Class 7 contains 257425 members 
Mstep: Class 9 contains 5383 members 
Mstep: Class 11 contains 5461 members 
Mstep: Class 12 contains 230597 members 
Mstep: Class 13 contains 47329 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 2323 members 
Mstep: Class 16 contains 3140 members 
Mstep: Class 17 contains 14367 members 
Mstep: Class 18 contains 2895 members 
Mstep: Class 19 contains 25387 members 
Mstep: Class 20 contains 2116 members 
Mstep: Class 21 contains 17735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1940.572144 but Gain 2182.994141
Score: -41710152.000000 Penalty: 32744.896484
Iteration 15Q: 16 clusters Score -4.171015e+07 nChanged 14249
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 4 contains 22861 members 
Mstep: Class 6 contains 38808 members 
Mstep: Class 7 contains 260172 members 
Mstep: Class 9 contains 4989 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 233318 members 
Mstep: Class 13 contains 46141 members 
Mstep: Class 14 contains 2120 members 
Mstep: Class 16 contains 2454 members 
Mstep: Class 17 contains 14118 members 
Mstep: Class 18 contains 3425 members 
Mstep: Class 19 contains 25029 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 18299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2174.269531 but Gain 2182.994141
Score: -41716564.000000 Penalty: 30561.902344
Iteration 16Q: 15 clusters Score -4.171656e+07 nChanged 12344
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 4 contains 23079 members 
Mstep: Class 6 contains 38086 members 
Mstep: Class 7 contains 262342 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 11 contains 5431 members 
Mstep: Class 12 contains 235906 members 
Mstep: Class 13 contains 44610 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 13734 members 
Mstep: Class 18 contains 4081 members 
Mstep: Class 19 contains 24916 members 
Mstep: Class 20 contains 2158 members 
Mstep: Class 21 contains 18842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1916.109497 but Gain 2182.992188
Score: -41722216.000000 Penalty: 28378.910156
Iteration 17Q: 14 clusters Score -4.172222e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 4 contains 23338 members 
Mstep: Class 6 contains 37490 members 
Mstep: Class 7 contains 263631 members 
Mstep: Class 9 contains 4308 members 
Mstep: Class 11 contains 5440 members 
Mstep: Class 12 contains 237900 members 
Mstep: Class 13 contains 42930 members 
Mstep: Class 17 contains 13364 members 
Mstep: Class 18 contains 4800 members 
Mstep: Class 19 contains 24962 members 
Mstep: Class 20 contains 2210 members 
Mstep: Class 21 contains 19705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41726924.000000 Penalty: 28378.910156
Iteration 18Q: 14 clusters Score -4.172692e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 4 contains 23513 members 
Mstep: Class 6 contains 36895 members 
Mstep: Class 7 contains 263801 members 
Mstep: Class 9 contains 4046 members 
Mstep: Class 11 contains 5439 members 
Mstep: Class 12 contains 239361 members 
Mstep: Class 13 contains 41311 members 
Mstep: Class 17 contains 13011 members 
Mstep: Class 18 contains 5543 members 
Mstep: Class 19 contains 25024 members 
Mstep: Class 20 contains 2285 members 
Mstep: Class 21 contains 20161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41728764.000000 Penalty: 28378.910156
Iteration 19Q: 14 clusters Score -4.172876e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 4 contains 23637 members 
Mstep: Class 6 contains 36412 members 
Mstep: Class 7 contains 263667 members 
Mstep: Class 9 contains 3833 members 
Mstep: Class 11 contains 5428 members 
Mstep: Class 12 contains 240946 members 
Mstep: Class 13 contains 39694 members 
Mstep: Class 17 contains 12674 members 
Mstep: Class 18 contains 6231 members 
Mstep: Class 19 contains 25152 members 
Mstep: Class 20 contains 2399 members 
Mstep: Class 21 contains 20573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41731272.000000 Penalty: 28378.910156
Iteration 20F: 14 clusters Score -4.173127e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 4 contains 23699 members 
Mstep: Class 6 contains 35968 members 
Mstep: Class 7 contains 262791 members 
Mstep: Class 9 contains 3639 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 242713 members 
Mstep: Class 13 contains 38037 members 
Mstep: Class 17 contains 12347 members 
Mstep: Class 18 contains 7258 members 
Mstep: Class 19 contains 25309 members 
Mstep: Class 20 contains 2750 members 
Mstep: Class 21 contains 20928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2180.913086 but Gain 2182.994141
Score: -41734000.000000 Penalty: 26195.916016
Iteration 21Q: 13 clusters Score -4.1734e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 4 contains 23779 members 
Mstep: Class 6 contains 35649 members 
Mstep: Class 7 contains 261851 members 
Mstep: Class 9 contains 3443 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 12 contains 244881 members 
Mstep: Class 13 contains 36424 members 
Mstep: Class 17 contains 12019 members 
Mstep: Class 18 contains 8342 members 
Mstep: Class 19 contains 25539 members 
Mstep: Class 20 contains 3244 members 
Mstep: Class 21 contains 22094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41738696.000000 Penalty: 26195.916016
Iteration 22Q: 13 clusters Score -4.17387e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 4 contains 23779 members 
Mstep: Class 6 contains 35315 members 
Mstep: Class 7 contains 259903 members 
Mstep: Class 9 contains 3279 members 
Mstep: Class 11 contains 5424 members 
Mstep: Class 12 contains 246727 members 
Mstep: Class 13 contains 34834 members 
Mstep: Class 17 contains 11712 members 
Mstep: Class 18 contains 9483 members 
Mstep: Class 19 contains 25766 members 
Mstep: Class 20 contains 3850 members 
Mstep: Class 21 contains 22616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41740808.000000 Penalty: 26195.916016
Iteration 23Q: 13 clusters Score -4.174081e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 4 contains 23777 members 
Mstep: Class 6 contains 35029 members 
Mstep: Class 7 contains 257555 members 
Mstep: Class 9 contains 3128 members 
Mstep: Class 11 contains 5430 members 
Mstep: Class 12 contains 248865 members 
Mstep: Class 13 contains 33282 members 
Mstep: Class 17 contains 11431 members 
Mstep: Class 18 contains 10573 members 
Mstep: Class 19 contains 26016 members 
Mstep: Class 20 contains 4579 members 
Mstep: Class 21 contains 23023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41742252.000000 Penalty: 26195.916016
Iteration 24Q: 13 clusters Score -4.174225e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 4 contains 23761 members 
Mstep: Class 6 contains 34777 members 
Mstep: Class 7 contains 254790 members 
Mstep: Class 9 contains 3008 members 
Mstep: Class 11 contains 5440 members 
Mstep: Class 12 contains 251240 members 
Mstep: Class 13 contains 31803 members 
Mstep: Class 17 contains 11176 members 
Mstep: Class 18 contains 11701 members 
Mstep: Class 19 contains 26267 members 
Mstep: Class 20 contains 5392 members 
Mstep: Class 21 contains 23333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41744452.000000 Penalty: 26195.916016
Iteration 25Q: 13 clusters Score -4.174445e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 4 contains 23722 members 
Mstep: Class 6 contains 34526 members 
Mstep: Class 7 contains 251851 members 
Mstep: Class 9 contains 2898 members 
Mstep: Class 11 contains 5460 members 
Mstep: Class 12 contains 253920 members 
Mstep: Class 13 contains 30406 members 
Mstep: Class 17 contains 10909 members 
Mstep: Class 18 contains 12738 members 
Mstep: Class 19 contains 26532 members 
Mstep: Class 20 contains 6190 members 
Mstep: Class 21 contains 23536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41746184.000000 Penalty: 26195.916016
Iteration 26Q: 13 clusters Score -4.174618e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 4 contains 23669 members 
Mstep: Class 6 contains 34341 members 
Mstep: Class 7 contains 248713 members 
Mstep: Class 9 contains 2803 members 
Mstep: Class 11 contains 5493 members 
Mstep: Class 12 contains 256859 members 
Mstep: Class 13 contains 29111 members 
Mstep: Class 17 contains 10609 members 
Mstep: Class 18 contains 13622 members 
Mstep: Class 19 contains 26805 members 
Mstep: Class 20 contains 7008 members 
Mstep: Class 21 contains 23656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747772.000000 Penalty: 26195.916016
Iteration 27Q: 13 clusters Score -4.174777e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 4 contains 23631 members 
Mstep: Class 6 contains 34152 members 
Mstep: Class 7 contains 245443 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 11 contains 5513 members 
Mstep: Class 12 contains 260067 members 
Mstep: Class 13 contains 27817 members 
Mstep: Class 17 contains 10314 members 
Mstep: Class 18 contains 14422 members 
Mstep: Class 19 contains 27084 members 
Mstep: Class 20 contains 7773 members 
Mstep: Class 21 contains 23733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749380.000000 Penalty: 26195.916016
Iteration 28Q: 13 clusters Score -4.174938e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 4 contains 23610 members 
Mstep: Class 6 contains 33976 members 
Mstep: Class 7 contains 241840 members 
Mstep: Class 9 contains 2684 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 263652 members 
Mstep: Class 13 contains 26590 members 
Mstep: Class 17 contains 9990 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 27358 members 
Mstep: Class 20 contains 8561 members 
Mstep: Class 21 contains 23731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41750864.000000 Penalty: 26195.916016
Iteration 29Q: 13 clusters Score -4.175086e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 4 contains 23580 members 
Mstep: Class 6 contains 33853 members 
Mstep: Class 7 contains 238161 members 
Mstep: Class 9 contains 2641 members 
Mstep: Class 11 contains 5585 members 
Mstep: Class 12 contains 267383 members 
Mstep: Class 13 contains 25441 members 
Mstep: Class 17 contains 9635 members 
Mstep: Class 18 contains 15744 members 
Mstep: Class 19 contains 27618 members 
Mstep: Class 20 contains 9326 members 
Mstep: Class 21 contains 23722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41752432.000000 Penalty: 26195.916016
Iteration 30Q: 13 clusters Score -4.175243e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 4 contains 23551 members 
Mstep: Class 6 contains 33721 members 
Mstep: Class 7 contains 234124 members 
Mstep: Class 9 contains 2614 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 12 contains 271474 members 
Mstep: Class 13 contains 24346 members 
Mstep: Class 17 contains 9297 members 
Mstep: Class 18 contains 16235 members 
Mstep: Class 19 contains 27877 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 23711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41754108.000000 Penalty: 26195.916016
Iteration 31Q: 13 clusters Score -4.175411e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 4 contains 23502 members 
Mstep: Class 6 contains 33629 members 
Mstep: Class 7 contains 229777 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 11 contains 5663 members 
Mstep: Class 12 contains 275846 members 
Mstep: Class 13 contains 23404 members 
Mstep: Class 17 contains 8940 members 
Mstep: Class 18 contains 16641 members 
Mstep: Class 19 contains 28108 members 
Mstep: Class 20 contains 10930 members 
Mstep: Class 21 contains 23694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41755908.000000 Penalty: 26195.916016
Iteration 32Q: 13 clusters Score -4.175591e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 4 contains 23433 members 
Mstep: Class 6 contains 33536 members 
Mstep: Class 7 contains 225163 members 
Mstep: Class 9 contains 2502 members 
Mstep: Class 11 contains 5713 members 
Mstep: Class 12 contains 280494 members 
Mstep: Class 13 contains 22629 members 
Mstep: Class 17 contains 8572 members 
Mstep: Class 18 contains 16934 members 
Mstep: Class 19 contains 28318 members 
Mstep: Class 20 contains 11737 members 
Mstep: Class 21 contains 23658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41757720.000000 Penalty: 26195.916016
Iteration 33Q: 13 clusters Score -4.175772e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 4 contains 23355 members 
Mstep: Class 6 contains 33454 members 
Mstep: Class 7 contains 220200 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 11 contains 5767 members 
Mstep: Class 12 contains 285364 members 
Mstep: Class 13 contains 21948 members 
Mstep: Class 17 contains 8242 members 
Mstep: Class 18 contains 17217 members 
Mstep: Class 19 contains 28474 members 
Mstep: Class 20 contains 12625 members 
Mstep: Class 21 contains 23612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41759568.000000 Penalty: 26195.916016
Iteration 34Q: 13 clusters Score -4.175957e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 4 contains 23291 members 
Mstep: Class 6 contains 33371 members 
Mstep: Class 7 contains 214842 members 
Mstep: Class 9 contains 2372 members 
Mstep: Class 11 contains 5827 members 
Mstep: Class 12 contains 290485 members 
Mstep: Class 13 contains 21362 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 18 contains 17464 members 
Mstep: Class 19 contains 28634 members 
Mstep: Class 20 contains 13570 members 
Mstep: Class 21 contains 23523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41761712.000000 Penalty: 26195.916016
Iteration 35Q: 13 clusters Score -4.176171e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 4 contains 23209 members 
Mstep: Class 6 contains 33305 members 
Mstep: Class 7 contains 209030 members 
Mstep: Class 9 contains 2306 members 
Mstep: Class 11 contains 5902 members 
Mstep: Class 12 contains 295849 members 
Mstep: Class 13 contains 20816 members 
Mstep: Class 17 contains 7726 members 
Mstep: Class 18 contains 17666 members 
Mstep: Class 19 contains 28806 members 
Mstep: Class 20 contains 14644 members 
Mstep: Class 21 contains 23430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764444.000000 Penalty: 26195.916016
Iteration 36Q: 13 clusters Score -4.176444e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 4 contains 23115 members 
Mstep: Class 6 contains 33242 members 
Mstep: Class 7 contains 202872 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 11 contains 5981 members 
Mstep: Class 12 contains 301350 members 
Mstep: Class 13 contains 20366 members 
Mstep: Class 17 contains 7550 members 
Mstep: Class 18 contains 17851 members 
Mstep: Class 19 contains 28938 members 
Mstep: Class 20 contains 15814 members 
Mstep: Class 21 contains 23365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41767140.000000 Penalty: 26195.916016
Iteration 37Q: 13 clusters Score -4.176714e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 4 contains 23029 members 
Mstep: Class 6 contains 33182 members 
Mstep: Class 7 contains 196567 members 
Mstep: Class 9 contains 2186 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 306879 members 
Mstep: Class 13 contains 19994 members 
Mstep: Class 17 contains 7414 members 
Mstep: Class 18 contains 17985 members 
Mstep: Class 19 contains 29033 members 
Mstep: Class 20 contains 17054 members 
Mstep: Class 21 contains 23307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41770412.000000 Penalty: 26195.916016
Iteration 38Q: 13 clusters Score -4.177041e+07 nChanged 8692
Entering ConstructFrom: 
Score: -41770412.000000 Penalty: 26195.916016
Entering ConstructFrom: 
Trying to split cluster 4 (22977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Entering Unmasked Estep 
Score: -1451679.750000 Penalty: 1631.865479
	Iteration 0F: 2 clusters Score -1451680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1436249.125000 Penalty: 3263.730957
	Iteration 0F: 3 clusters Score -1436249 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1441650.875000 Penalty: 3263.730957
	Iteration 1F: 3 clusters Score -1441651 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1441946.125000 Penalty: 3263.730957
	Iteration 2Q: 3 clusters Score -1441946 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1442233.000000 Penalty: 3263.730957
	Iteration 3Q: 3 clusters Score -1442233 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1442545.625000 Penalty: 3263.730957
	Iteration 4Q: 3 clusters Score -1442546 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1442947.125000 Penalty: 3263.730957
	Iteration 5Q: 3 clusters Score -1442947 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1443512.875000 Penalty: 3263.730957
	Iteration 6Q: 3 clusters Score -1443513 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1444246.000000 Penalty: 3263.730957
	Iteration 7F: 3 clusters Score -1444246 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1445223.000000 Penalty: 3263.730957
	Iteration 8F: 3 clusters Score -1445223 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1446388.000000 Penalty: 3263.730957
	Iteration 9F: 3 clusters Score -1446388 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1447348.875000 Penalty: 3263.730957
	Iteration 10F: 3 clusters Score -1447349 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1447874.625000 Penalty: 3263.730957
	Iteration 11Q: 3 clusters Score -1447875 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -1448129.500000 Penalty: 3263.730957
	Iteration 12Q: 3 clusters Score -1448130 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1448320.125000 Penalty: 3263.730957
	Iteration 13Q: 3 clusters Score -1448320 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1448509.625000 Penalty: 3263.730957
	Iteration 14Q: 3 clusters Score -1448510 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1448705.625000 Penalty: 3263.730957
	Iteration 15Q: 3 clusters Score -1448706 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1448915.500000 Penalty: 3263.730957
	Iteration 16Q: 3 clusters Score -1448916 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1449133.625000 Penalty: 3263.730957
	Iteration 17Q: 3 clusters Score -1449134 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -1449322.250000 Penalty: 3263.730957
	Iteration 18Q: 3 clusters Score -1449322 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -1449530.000000 Penalty: 3263.730957
	Iteration 19Q: 3 clusters Score -1449530 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -1449751.375000 Penalty: 3263.730957
	Iteration 20F: 3 clusters Score -1449751 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -1449967.750000 Penalty: 3263.730957
	Iteration 21Q: 3 clusters Score -1449968 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -1450171.250000 Penalty: 3263.730957
	Iteration 22Q: 3 clusters Score -1450171 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -1450373.375000 Penalty: 3263.730957
	Iteration 23Q: 3 clusters Score -1450373 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -1450550.125000 Penalty: 3263.730957
	Iteration 24Q: 3 clusters Score -1450550 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -1450709.750000 Penalty: 3263.730957
	Iteration 25Q: 3 clusters Score -1450710 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -1450865.500000 Penalty: 3263.730957
	Iteration 26Q: 3 clusters Score -1450866 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -1450996.500000 Penalty: 3263.730957
	Iteration 27Q: 3 clusters Score -1450996 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -1451131.000000 Penalty: 3263.730957
	Iteration 28Q: 3 clusters Score -1451131 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -1451231.500000 Penalty: 3263.730957
	Iteration 29Q: 3 clusters Score -1451232 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -1451289.125000 Penalty: 3263.730957
	Iteration 30Q: 3 clusters Score -1451289 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -1451325.875000 Penalty: 3263.730957
	Iteration 31Q: 3 clusters Score -1451326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -1451354.000000 Penalty: 3263.730957
	Iteration 32Q: 3 clusters Score -1451354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -1451372.250000 Penalty: 3263.730957
	Iteration 33Q: 3 clusters Score -1451372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -1451379.375000 Penalty: 3263.730957
	Iteration 34Q: 3 clusters Score -1451379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -1451381.500000 Penalty: 3263.730957
	Iteration 35Q: 3 clusters Score -1451382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -1451389.750000 Penalty: 3263.730957
	Iteration 36Q: 3 clusters Score -1451390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -1451390.125000 Penalty: 3263.730957
	Iteration 37Q: 3 clusters Score -1451390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -1451395.375000 Penalty: 3263.730957
	Iteration 38Q: 3 clusters Score -1451395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -1451396.750000 Penalty: 3263.730957
	Iteration 39Q: 3 clusters Score -1451397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -1451396.500000 Penalty: 3263.730957
	Iteration 40F: 3 clusters Score -1451396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -1451405.000000 Penalty: 3263.730957
	Iteration 41Q: 3 clusters Score -1451405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -1451406.375000 Penalty: 3263.730957
	Iteration 42Q: 3 clusters Score -1451406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -1451406.375000 Penalty: 3263.730957
	Iteration 43Q: 3 clusters Score -1451406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -1451407.125000 Penalty: 3263.730957
	Iteration 44Q: 3 clusters Score -1451407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -1451410.250000 Penalty: 3263.730957
	Iteration 45Q: 3 clusters Score -1451410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -1451409.750000 Penalty: 3263.730957
	Iteration 46Q: 3 clusters Score -1451410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -1451411.000000 Penalty: 3263.730957
	Iteration 47Q: 3 clusters Score -1451411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -1451413.250000 Penalty: 3263.730957
	Iteration 48Q: 3 clusters Score -1451413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -1451413.250000 Penalty: 3263.730957
	Iteration 49F: 3 clusters Score -1451413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (33148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Entering Unmasked Estep 
Score: -2109118.500000 Penalty: 1691.419922
	Iteration 0F: 2 clusters Score -2109118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2086813.750000 Penalty: 3382.839844
	Iteration 0F: 3 clusters Score -2086814 nChanged 15344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2095489.500000 Penalty: 3382.839844
	Iteration 1F: 3 clusters Score -2095490 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2096097.875000 Penalty: 3382.839844
	Iteration 2Q: 3 clusters Score -2096098 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2096782.625000 Penalty: 3382.839844
	Iteration 3Q: 3 clusters Score -2096783 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2097585.750000 Penalty: 3382.839844
	Iteration 4F: 3 clusters Score -2097586 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2098677.000000 Penalty: 3382.839844
	Iteration 5F: 3 clusters Score -2098677 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2100007.000000 Penalty: 3382.839844
	Iteration 6F: 3 clusters Score -2100007 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2101552.500000 Penalty: 3382.839844
	Iteration 7F: 3 clusters Score -2101552 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2102864.750000 Penalty: 3382.839844
	Iteration 8F: 3 clusters Score -2102865 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2103660.750000 Penalty: 3382.839844
	Iteration 9Q: 3 clusters Score -2103661 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2104077.750000 Penalty: 3382.839844
	Iteration 10Q: 3 clusters Score -2104078 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -2104378.250000 Penalty: 3382.839844
	Iteration 11Q: 3 clusters Score -2104378 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2104670.750000 Penalty: 3382.839844
	Iteration 12Q: 3 clusters Score -2104671 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2104995.500000 Penalty: 3382.839844
	Iteration 13Q: 3 clusters Score -2104996 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -2105368.750000 Penalty: 3382.839844
	Iteration 14Q: 3 clusters Score -2105369 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -2105677.750000 Penalty: 3382.839844
	Iteration 15Q: 3 clusters Score -2105678 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -2105921.250000 Penalty: 3382.839844
	Iteration 16Q: 3 clusters Score -2105921 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -2106118.000000 Penalty: 3382.839844
	Iteration 17Q: 3 clusters Score -2106118 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -2106269.250000 Penalty: 3382.839844
	Iteration 18Q: 3 clusters Score -2106269 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -2106381.250000 Penalty: 3382.839844
	Iteration 19Q: 3 clusters Score -2106381 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -2106497.750000 Penalty: 3382.839844
	Iteration 20F: 3 clusters Score -2106498 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -2106612.750000 Penalty: 3382.839844
	Iteration 21Q: 3 clusters Score -2106613 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -2106701.500000 Penalty: 3382.839844
	Iteration 22Q: 3 clusters Score -2106702 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -2106764.250000 Penalty: 3382.839844
	Iteration 23Q: 3 clusters Score -2106764 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -2106829.250000 Penalty: 3382.839844
	Iteration 24Q: 3 clusters Score -2106829 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -2106892.000000 Penalty: 3382.839844
	Iteration 25Q: 3 clusters Score -2106892 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -2106963.250000 Penalty: 3382.839844
	Iteration 26Q: 3 clusters Score -2106963 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -2107014.500000 Penalty: 3382.839844
	Iteration 27Q: 3 clusters Score -2107014 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -2107082.250000 Penalty: 3382.839844
	Iteration 28Q: 3 clusters Score -2107082 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -2107136.500000 Penalty: 3382.839844
	Iteration 29Q: 3 clusters Score -2107136 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -2107193.750000 Penalty: 3382.839844
	Iteration 30Q: 3 clusters Score -2107194 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -2107266.500000 Penalty: 3382.839844
	Iteration 31Q: 3 clusters Score -2107266 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -2107332.500000 Penalty: 3382.839844
	Iteration 32Q: 3 clusters Score -2107332 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -2107383.000000 Penalty: 3382.839844
	Iteration 33Q: 3 clusters Score -2107383 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -2107423.500000 Penalty: 3382.839844
	Iteration 34Q: 3 clusters Score -2107424 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -2107475.250000 Penalty: 3382.839844
	Iteration 35Q: 3 clusters Score -2107475 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -2107514.500000 Penalty: 3382.839844
	Iteration 36Q: 3 clusters Score -2107514 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -2107552.750000 Penalty: 3382.839844
	Iteration 37Q: 3 clusters Score -2107553 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -2107590.500000 Penalty: 3382.839844
	Iteration 38Q: 3 clusters Score -2107590 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -2107628.250000 Penalty: 3382.839844
	Iteration 39Q: 3 clusters Score -2107628 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -2107661.000000 Penalty: 3382.839844
	Iteration 40F: 3 clusters Score -2107661 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -2107686.500000 Penalty: 3382.839844
	Iteration 41Q: 3 clusters Score -2107686 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -2107710.250000 Penalty: 3382.839844
	Iteration 42Q: 3 clusters Score -2107710 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -2107719.500000 Penalty: 3382.839844
	Iteration 43Q: 3 clusters Score -2107720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -2107742.750000 Penalty: 3382.839844
	Iteration 44Q: 3 clusters Score -2107743 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -2107751.000000 Penalty: 3382.839844
	Iteration 45Q: 3 clusters Score -2107751 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -2107767.250000 Penalty: 3382.839844
	Iteration 46Q: 3 clusters Score -2107767 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -2107779.500000 Penalty: 3382.839844
	Iteration 47Q: 3 clusters Score -2107780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -2107794.750000 Penalty: 3382.839844
	Iteration 48Q: 3 clusters Score -2107795 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -2107817.500000 Penalty: 3382.839844
	Iteration 49Q: 3 clusters Score -2107818 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -2107830.250000 Penalty: 3382.839844
	Iteration 50Q: 3 clusters Score -2107830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -2107843.500000 Penalty: 3382.839844
	Iteration 51Q: 3 clusters Score -2107844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -2107850.750000 Penalty: 3382.839844
	Iteration 52Q: 3 clusters Score -2107851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -2107852.750000 Penalty: 3382.839844
	Iteration 53Q: 3 clusters Score -2107853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -2107861.250000 Penalty: 3382.839844
	Iteration 54Q: 3 clusters Score -2107861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -2107869.250000 Penalty: 3382.839844
	Iteration 55Q: 3 clusters Score -2107869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -2107868.500000 Penalty: 3382.839844
	Iteration 56Q: 3 clusters Score -2107868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -2107875.750000 Penalty: 3382.839844
	Iteration 57Q: 3 clusters Score -2107876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -2107876.250000 Penalty: 3382.839844
	Iteration 58Q: 3 clusters Score -2107876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -2107879.250000 Penalty: 3382.839844
	Iteration 59Q: 3 clusters Score -2107879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -2107882.250000 Penalty: 3382.839844
	Iteration 60F: 3 clusters Score -2107882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -2107886.000000 Penalty: 3382.839844
	Iteration 61Q: 3 clusters Score -2107886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -2107888.250000 Penalty: 3382.839844
	Iteration 62Q: 3 clusters Score -2107888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -2107888.250000 Penalty: 3382.839844
	Iteration 63Q: 3 clusters Score -2107888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -2107887.750000 Penalty: 3382.839844
	Iteration 64Q: 3 clusters Score -2107888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -2107891.250000 Penalty: 3382.839844
	Iteration 65Q: 3 clusters Score -2107891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -2107889.750000 Penalty: 3382.839844
	Iteration 66Q: 3 clusters Score -2107890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -2107891.750000 Penalty: 3382.839844
	Iteration 67Q: 3 clusters Score -2107892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -2107893.250000 Penalty: 3382.839844
	Iteration 68Q: 3 clusters Score -2107893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -2107897.000000 Penalty: 3382.839844
	Iteration 69Q: 3 clusters Score -2107897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -2107897.750000 Penalty: 3382.839844
	Iteration 70Q: 3 clusters Score -2107898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -2107901.750000 Penalty: 3382.839844
	Iteration 71Q: 3 clusters Score -2107902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -2107902.250000 Penalty: 3382.839844
	Iteration 72Q: 3 clusters Score -2107902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -2107901.000000 Penalty: 3382.839844
	Iteration 73Q: 3 clusters Score -2107901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -2107900.750000 Penalty: 3382.839844
	Iteration 74Q: 3 clusters Score -2107901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -2107898.250000 Penalty: 3382.839844
	Iteration 75Q: 3 clusters Score -2107898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -2107899.750000 Penalty: 3382.839844
	Iteration 76Q: 3 clusters Score -2107900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -2107899.500000 Penalty: 3382.839844
	Iteration 77Q: 3 clusters Score -2107900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -2107899.500000 Penalty: 3382.839844
	Iteration 78F: 3 clusters Score -2107900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (190230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190230 members 
Entering Unmasked Estep 
Score: -12042457.000000 Penalty: 1975.348145
	Iteration 0F: 2 clusters Score -1.204246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95163 members 
Mstep: Class 2 contains 95067 members 
Entering Unmasked Estep 
Score: -11914908.000000 Penalty: 3950.696289
	Iteration 0F: 3 clusters Score -1.191491e+07 nChanged 91906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100005 members 
Mstep: Class 2 contains 90225 members 
Entering Unmasked Estep 
Score: -11970319.000000 Penalty: 3950.696289
	Iteration 1F: 3 clusters Score -1.197032e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103536 members 
Mstep: Class 2 contains 86694 members 
Entering Unmasked Estep 
Score: -11973110.000000 Penalty: 3950.696289
	Iteration 2Q: 3 clusters Score -1.197311e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108708 members 
Mstep: Class 2 contains 81522 members 
Entering Unmasked Estep 
Score: -11977684.000000 Penalty: 3950.696289
	Iteration 3F: 3 clusters Score -1.197768e+07 nChanged 11757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115601 members 
Mstep: Class 2 contains 74629 members 
Entering Unmasked Estep 
Score: -11983945.000000 Penalty: 3950.696289
	Iteration 4F: 3 clusters Score -1.198394e+07 nChanged 12938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124029 members 
Mstep: Class 2 contains 66201 members 
Entering Unmasked Estep 
Score: -11991909.000000 Penalty: 3950.696289
	Iteration 5F: 3 clusters Score -1.199191e+07 nChanged 12718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133363 members 
Mstep: Class 2 contains 56867 members 
Entering Unmasked Estep 
Score: -12000516.000000 Penalty: 3950.696289
	Iteration 6F: 3 clusters Score -1.200052e+07 nChanged 11636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142847 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -12009119.000000 Penalty: 3950.696289
	Iteration 7F: 3 clusters Score -1.200912e+07 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151363 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -12016526.000000 Penalty: 3950.696289
	Iteration 8F: 3 clusters Score -1.201653e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158431 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -12022536.000000 Penalty: 3950.696289
	Iteration 9Q: 3 clusters Score -1.202254e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164050 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -12027661.000000 Penalty: 3950.696289
	Iteration 10Q: 3 clusters Score -1.202766e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168459 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -12031917.000000 Penalty: 3950.696289
	Iteration 11Q: 3 clusters Score -1.203192e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171740 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -12034812.000000 Penalty: 3950.696289
	Iteration 12Q: 3 clusters Score -1.203481e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174150 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -12036569.000000 Penalty: 3950.696289
	Iteration 13Q: 3 clusters Score -1.203657e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176000 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -12037573.000000 Penalty: 3950.696289
	Iteration 14Q: 3 clusters Score -1.203757e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177517 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -12038358.000000 Penalty: 3950.696289
	Iteration 15Q: 3 clusters Score -1.203836e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178776 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -12038981.000000 Penalty: 3950.696289
	Iteration 16Q: 3 clusters Score -1.203898e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179734 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -12039403.000000 Penalty: 3950.696289
	Iteration 17Q: 3 clusters Score -1.20394e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180546 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -12039814.000000 Penalty: 3950.696289
	Iteration 18Q: 3 clusters Score -1.203981e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181260 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -12040057.000000 Penalty: 3950.696289
	Iteration 19Q: 3 clusters Score -1.204006e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181850 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -12040306.000000 Penalty: 3950.696289
	Iteration 20F: 3 clusters Score -1.204031e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182370 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -12040414.000000 Penalty: 3950.696289
	Iteration 21Q: 3 clusters Score -1.204041e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182828 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -12040503.000000 Penalty: 3950.696289
	Iteration 22Q: 3 clusters Score -1.20405e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183231 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -12040622.000000 Penalty: 3950.696289
	Iteration 23Q: 3 clusters Score -1.204062e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183595 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -12040709.000000 Penalty: 3950.696289
	Iteration 24Q: 3 clusters Score -1.204071e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183896 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -12040770.000000 Penalty: 3950.696289
	Iteration 25Q: 3 clusters Score -1.204077e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184167 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -12040842.000000 Penalty: 3950.696289
	Iteration 26Q: 3 clusters Score -1.204084e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184422 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -12040843.000000 Penalty: 3950.696289
	Iteration 27Q: 3 clusters Score -1.204084e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184639 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -12040898.000000 Penalty: 3950.696289
	Iteration 28Q: 3 clusters Score -1.20409e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184814 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -12040944.000000 Penalty: 3950.696289
	Iteration 29Q: 3 clusters Score -1.204094e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184990 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -12040990.000000 Penalty: 3950.696289
	Iteration 30Q: 3 clusters Score -1.204099e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185158 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -12041010.000000 Penalty: 3950.696289
	Iteration 31Q: 3 clusters Score -1.204101e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185293 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -12041005.000000 Penalty: 3950.696289
	Iteration 32Q: 3 clusters Score -1.2041e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185409 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -12041034.000000 Penalty: 3950.696289
	Iteration 33Q: 3 clusters Score -1.204103e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185519 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -12041030.000000 Penalty: 3950.696289
	Iteration 34Q: 3 clusters Score -1.204103e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185634 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -12041060.000000 Penalty: 3950.696289
	Iteration 35Q: 3 clusters Score -1.204106e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185753 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -12041048.000000 Penalty: 3950.696289
	Iteration 36Q: 3 clusters Score -1.204105e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185860 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -12041082.000000 Penalty: 3950.696289
	Iteration 37Q: 3 clusters Score -1.204108e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185954 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -12041108.000000 Penalty: 3950.696289
	Iteration 38Q: 3 clusters Score -1.204111e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186033 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -12041102.000000 Penalty: 3950.696289
	Iteration 39Q: 3 clusters Score -1.20411e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186114 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -12041104.000000 Penalty: 3950.696289
	Iteration 40F: 3 clusters Score -1.20411e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186181 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -12041099.000000 Penalty: 3950.696289
	Iteration 41Q: 3 clusters Score -1.20411e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186248 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -12041102.000000 Penalty: 3950.696289
	Iteration 42Q: 3 clusters Score -1.20411e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186317 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -12041113.000000 Penalty: 3950.696289
	Iteration 43Q: 3 clusters Score -1.204111e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186385 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -12041137.000000 Penalty: 3950.696289
	Iteration 44Q: 3 clusters Score -1.204114e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186445 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -12041143.000000 Penalty: 3950.696289
	Iteration 45Q: 3 clusters Score -1.204114e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186505 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -12041166.000000 Penalty: 3950.696289
	Iteration 46Q: 3 clusters Score -1.204117e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186557 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -12041164.000000 Penalty: 3950.696289
	Iteration 47Q: 3 clusters Score -1.204116e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186597 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -12041183.000000 Penalty: 3950.696289
	Iteration 48Q: 3 clusters Score -1.204118e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186632 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -12041206.000000 Penalty: 3950.696289
	Iteration 49Q: 3 clusters Score -1.204121e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186662 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -12041206.000000 Penalty: 3950.696289
	Iteration 50Q: 3 clusters Score -1.204121e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186699 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -12041198.000000 Penalty: 3950.696289
	Iteration 51Q: 3 clusters Score -1.20412e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186735 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -12041198.000000 Penalty: 3950.696289
	Iteration 52Q: 3 clusters Score -1.20412e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186765 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -12041207.000000 Penalty: 3950.696289
	Iteration 53Q: 3 clusters Score -1.204121e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186788 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -12041211.000000 Penalty: 3950.696289
	Iteration 54Q: 3 clusters Score -1.204121e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186802 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -12041217.000000 Penalty: 3950.696289
	Iteration 55Q: 3 clusters Score -1.204122e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186823 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -12041201.000000 Penalty: 3950.696289
	Iteration 56Q: 3 clusters Score -1.20412e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186847 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -12041201.000000 Penalty: 3950.696289
	Iteration 57Q: 3 clusters Score -1.20412e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186868 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -12041182.000000 Penalty: 3950.696289
	Iteration 58Q: 3 clusters Score -1.204118e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186893 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -12041207.000000 Penalty: 3950.696289
	Iteration 59Q: 3 clusters Score -1.204121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186910 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -12041208.000000 Penalty: 3950.696289
	Iteration 60F: 3 clusters Score -1.204121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186929 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -12041210.000000 Penalty: 3950.696289
	Iteration 61Q: 3 clusters Score -1.204121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186946 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -12041208.000000 Penalty: 3950.696289
	Iteration 62Q: 3 clusters Score -1.204121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186957 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -12041208.000000 Penalty: 3950.696289
	Iteration 63Q: 3 clusters Score -1.204121e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186977 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -12041222.000000 Penalty: 3950.696289
	Iteration 64Q: 3 clusters Score -1.204122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186993 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -12041209.000000 Penalty: 3950.696289
	Iteration 65Q: 3 clusters Score -1.204121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187005 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -12041211.000000 Penalty: 3950.696289
	Iteration 66Q: 3 clusters Score -1.204121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187019 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -12041206.000000 Penalty: 3950.696289
	Iteration 67Q: 3 clusters Score -1.204121e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187038 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -12041207.000000 Penalty: 3950.696289
	Iteration 68Q: 3 clusters Score -1.204121e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187055 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -12041203.000000 Penalty: 3950.696289
	Iteration 69Q: 3 clusters Score -1.20412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187071 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -12041209.000000 Penalty: 3950.696289
	Iteration 70Q: 3 clusters Score -1.204121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187090 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -12041216.000000 Penalty: 3950.696289
	Iteration 71Q: 3 clusters Score -1.204122e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187108 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -12041213.000000 Penalty: 3950.696289
	Iteration 72Q: 3 clusters Score -1.204121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187120 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -12041219.000000 Penalty: 3950.696289
	Iteration 73Q: 3 clusters Score -1.204122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187136 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -12041223.000000 Penalty: 3950.696289
	Iteration 74Q: 3 clusters Score -1.204122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187145 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -12041240.000000 Penalty: 3950.696289
	Iteration 75Q: 3 clusters Score -1.204124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187157 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -12041241.000000 Penalty: 3950.696289
	Iteration 76Q: 3 clusters Score -1.204124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187161 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -12041243.000000 Penalty: 3950.696289
	Iteration 77Q: 3 clusters Score -1.204124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187165 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -12041243.000000 Penalty: 3950.696289
	Iteration 78Q: 3 clusters Score -1.204124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187165 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -12041241.000000 Penalty: 3950.696289
	Iteration 79Q: 3 clusters Score -1.204124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187167 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -12041237.000000 Penalty: 3950.696289
	Iteration 80F: 3 clusters Score -1.204124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187170 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -12041239.000000 Penalty: 3950.696289
	Iteration 81Q: 3 clusters Score -1.204124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187175 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -12041246.000000 Penalty: 3950.696289
	Iteration 82Q: 3 clusters Score -1.204125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187176 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -12041241.000000 Penalty: 3950.696289
	Iteration 83Q: 3 clusters Score -1.204124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187176 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -12041242.000000 Penalty: 3950.696289
	Iteration 84Q: 3 clusters Score -1.204124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187176 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -12041242.000000 Penalty: 3950.696289
	Iteration 85F: 3 clusters Score -1.204124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Entering Unmasked Estep 
Score: -129651.976562 Penalty: 1244.845093
	Iteration 0F: 2 clusters Score -129652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -127460.218750 Penalty: 2489.690186
	Iteration 0F: 3 clusters Score -127460.2 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -127918.546875 Penalty: 2489.690186
	Iteration 1F: 3 clusters Score -127918.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -128049.000000 Penalty: 2489.690186
	Iteration 2F: 3 clusters Score -128049 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -128134.023438 Penalty: 2489.690186
	Iteration 3F: 3 clusters Score -128134 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -128187.054688 Penalty: 2489.690186
	Iteration 4Q: 3 clusters Score -128187.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -128233.203125 Penalty: 2489.690186
	Iteration 5Q: 3 clusters Score -128233.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -128272.781250 Penalty: 2489.690186
	Iteration 6Q: 3 clusters Score -128272.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -128306.335938 Penalty: 2489.690186
	Iteration 7Q: 3 clusters Score -128306.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -128331.945312 Penalty: 2489.690186
	Iteration 8Q: 3 clusters Score -128331.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -128344.992188 Penalty: 2489.690186
	Iteration 9Q: 3 clusters Score -128345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -128356.593750 Penalty: 2489.690186
	Iteration 10Q: 3 clusters Score -128356.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -128363.812500 Penalty: 2489.690186
	Iteration 11Q: 3 clusters Score -128363.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -128373.015625 Penalty: 2489.690186
	Iteration 12Q: 3 clusters Score -128373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -128380.750000 Penalty: 2489.690186
	Iteration 13Q: 3 clusters Score -128380.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -128384.265625 Penalty: 2489.690186
	Iteration 14Q: 3 clusters Score -128384.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -128385.742188 Penalty: 2489.690186
	Iteration 15Q: 3 clusters Score -128385.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -128387.250000 Penalty: 2489.690186
	Iteration 16Q: 3 clusters Score -128387.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -128388.445312 Penalty: 2489.690186
	Iteration 17Q: 3 clusters Score -128388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -128389.796875 Penalty: 2489.690186
	Iteration 18Q: 3 clusters Score -128389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -128391.265625 Penalty: 2489.690186
	Iteration 19Q: 3 clusters Score -128391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128392.296875 Penalty: 2489.690186
	Iteration 20F: 3 clusters Score -128392.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -128393.765625 Penalty: 2489.690186
	Iteration 21Q: 3 clusters Score -128393.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -128394.781250 Penalty: 2489.690186
	Iteration 22Q: 3 clusters Score -128394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -128395.273438 Penalty: 2489.690186
	Iteration 23Q: 3 clusters Score -128395.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -128396.000000 Penalty: 2489.690186
	Iteration 24Q: 3 clusters Score -128396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -128396.140625 Penalty: 2489.690186
	Iteration 25Q: 3 clusters Score -128396.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -128397.109375 Penalty: 2489.690186
	Iteration 26Q: 3 clusters Score -128397.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -128397.492188 Penalty: 2489.690186
	Iteration 27Q: 3 clusters Score -128397.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -128397.492188 Penalty: 2489.690186
	Iteration 28F: 3 clusters Score -128397.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Entering Unmasked Estep 
Score: -389625.406250 Penalty: 1417.921387
	Iteration 0F: 2 clusters Score -389625.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -384887.406250 Penalty: 2835.842773
	Iteration 0F: 3 clusters Score -384887.4 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -386227.281250 Penalty: 2835.842773
	Iteration 1F: 3 clusters Score -386227.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -386548.750000 Penalty: 2835.842773
	Iteration 2F: 3 clusters Score -386548.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -386967.406250 Penalty: 2835.842773
	Iteration 3F: 3 clusters Score -386967.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -387414.781250 Penalty: 2835.842773
	Iteration 4F: 3 clusters Score -387414.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -387817.437500 Penalty: 2835.842773
	Iteration 5F: 3 clusters Score -387817.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -388162.625000 Penalty: 2835.842773
	Iteration 6F: 3 clusters Score -388162.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -388434.343750 Penalty: 2835.842773
	Iteration 7F: 3 clusters Score -388434.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -388629.000000 Penalty: 2835.842773
	Iteration 8Q: 3 clusters Score -388629 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -388783.812500 Penalty: 2835.842773
	Iteration 9Q: 3 clusters Score -388783.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -388878.687500 Penalty: 2835.842773
	Iteration 10Q: 3 clusters Score -388878.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -388939.031250 Penalty: 2835.842773
	Iteration 11Q: 3 clusters Score -388939 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -388987.437500 Penalty: 2835.842773
	Iteration 12Q: 3 clusters Score -388987.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -389022.406250 Penalty: 2835.842773
	Iteration 13Q: 3 clusters Score -389022.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -389050.156250 Penalty: 2835.842773
	Iteration 14Q: 3 clusters Score -389050.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -389068.250000 Penalty: 2835.842773
	Iteration 15Q: 3 clusters Score -389068.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -389082.843750 Penalty: 2835.842773
	Iteration 16Q: 3 clusters Score -389082.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -389095.406250 Penalty: 2835.842773
	Iteration 17Q: 3 clusters Score -389095.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -389103.718750 Penalty: 2835.842773
	Iteration 18Q: 3 clusters Score -389103.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -389109.875000 Penalty: 2835.842773
	Iteration 19Q: 3 clusters Score -389109.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -389112.875000 Penalty: 2835.842773
	Iteration 20F: 3 clusters Score -389112.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -389114.906250 Penalty: 2835.842773
	Iteration 21Q: 3 clusters Score -389114.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -389115.718750 Penalty: 2835.842773
	Iteration 22Q: 3 clusters Score -389115.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -389115.718750 Penalty: 2835.842773
	Iteration 23F: 3 clusters Score -389115.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (312377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312377 members 
Entering Unmasked Estep 
Score: -19458448.000000 Penalty: 2055.944580
	Iteration 0F: 2 clusters Score -1.945845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156521 members 
Mstep: Class 2 contains 155856 members 
Entering Unmasked Estep 
Score: -19247634.000000 Penalty: 4111.889160
	Iteration 0F: 3 clusters Score -1.924763e+07 nChanged 152410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169219 members 
Mstep: Class 2 contains 143158 members 
Entering Unmasked Estep 
Score: -19340834.000000 Penalty: 4111.889160
	Iteration 1F: 3 clusters Score -1.934083e+07 nChanged 12171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176428 members 
Mstep: Class 2 contains 135949 members 
Entering Unmasked Estep 
Score: -19345276.000000 Penalty: 4111.889160
	Iteration 2Q: 3 clusters Score -1.934528e+07 nChanged 15842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187378 members 
Mstep: Class 2 contains 124999 members 
Entering Unmasked Estep 
Score: -19353570.000000 Penalty: 4111.889160
	Iteration 3F: 3 clusters Score -1.935357e+07 nChanged 20551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202621 members 
Mstep: Class 2 contains 109756 members 
Entering Unmasked Estep 
Score: -19367814.000000 Penalty: 4111.889160
	Iteration 4F: 3 clusters Score -1.936781e+07 nChanged 24644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221777 members 
Mstep: Class 2 contains 90600 members 
Entering Unmasked Estep 
Score: -19389936.000000 Penalty: 4111.889160
	Iteration 5F: 3 clusters Score -1.938994e+07 nChanged 24725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240432 members 
Mstep: Class 2 contains 71945 members 
Entering Unmasked Estep 
Score: -19416848.000000 Penalty: 4111.889160
	Iteration 6F: 3 clusters Score -1.941685e+07 nChanged 19448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252494 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -19440456.000000 Penalty: 4111.889160
	Iteration 7F: 3 clusters Score -1.944046e+07 nChanged 12991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257127 members 
Mstep: Class 2 contains 55250 members 
Entering Unmasked Estep 
Score: -19451988.000000 Penalty: 4111.889160
	Iteration 8Q: 3 clusters Score -1.945199e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259358 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -19455336.000000 Penalty: 4111.889160
	Iteration 9Q: 3 clusters Score -1.945534e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261088 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -19456456.000000 Penalty: 4111.889160
	Iteration 10Q: 3 clusters Score -1.945646e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262568 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -19457130.000000 Penalty: 4111.889160
	Iteration 11Q: 3 clusters Score -1.945713e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263816 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -19457326.000000 Penalty: 4111.889160
	Iteration 12Q: 3 clusters Score -1.945733e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264902 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -19457528.000000 Penalty: 4111.889160
	Iteration 13Q: 3 clusters Score -1.945753e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265903 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -19457652.000000 Penalty: 4111.889160
	Iteration 14Q: 3 clusters Score -1.945765e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266806 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -19457746.000000 Penalty: 4111.889160
	Iteration 15Q: 3 clusters Score -1.945775e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267624 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -19457840.000000 Penalty: 4111.889160
	Iteration 16Q: 3 clusters Score -1.945784e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268392 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -19457918.000000 Penalty: 4111.889160
	Iteration 17Q: 3 clusters Score -1.945792e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269100 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -19457928.000000 Penalty: 4111.889160
	Iteration 18Q: 3 clusters Score -1.945793e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269748 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -19458004.000000 Penalty: 4111.889160
	Iteration 19Q: 3 clusters Score -1.9458e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270321 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -19457952.000000 Penalty: 4111.889160
	Iteration 20F: 3 clusters Score -1.945795e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270823 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -19458034.000000 Penalty: 4111.889160
	Iteration 21Q: 3 clusters Score -1.945803e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271276 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -19458066.000000 Penalty: 4111.889160
	Iteration 22Q: 3 clusters Score -1.945807e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271688 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -19458084.000000 Penalty: 4111.889160
	Iteration 23Q: 3 clusters Score -1.945808e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272091 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -19458088.000000 Penalty: 4111.889160
	Iteration 24Q: 3 clusters Score -1.945809e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272467 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -19458108.000000 Penalty: 4111.889160
	Iteration 25Q: 3 clusters Score -1.945811e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272805 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -19458148.000000 Penalty: 4111.889160
	Iteration 26Q: 3 clusters Score -1.945815e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273131 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -19458200.000000 Penalty: 4111.889160
	Iteration 27Q: 3 clusters Score -1.94582e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273477 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -19458178.000000 Penalty: 4111.889160
	Iteration 28Q: 3 clusters Score -1.945818e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273781 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -19458188.000000 Penalty: 4111.889160
	Iteration 29Q: 3 clusters Score -1.945819e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274082 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -19458224.000000 Penalty: 4111.889160
	Iteration 30Q: 3 clusters Score -1.945822e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274371 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -19458268.000000 Penalty: 4111.889160
	Iteration 31Q: 3 clusters Score -1.945827e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274630 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -19458250.000000 Penalty: 4111.889160
	Iteration 32Q: 3 clusters Score -1.945825e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274869 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -19458270.000000 Penalty: 4111.889160
	Iteration 33Q: 3 clusters Score -1.945827e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275071 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -19458266.000000 Penalty: 4111.889160
	Iteration 34Q: 3 clusters Score -1.945827e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275272 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -19458276.000000 Penalty: 4111.889160
	Iteration 35Q: 3 clusters Score -1.945828e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275463 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -19458272.000000 Penalty: 4111.889160
	Iteration 36Q: 3 clusters Score -1.945827e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275660 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -19458238.000000 Penalty: 4111.889160
	Iteration 37Q: 3 clusters Score -1.945824e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275872 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -19458286.000000 Penalty: 4111.889160
	Iteration 38Q: 3 clusters Score -1.945829e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276048 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -19458296.000000 Penalty: 4111.889160
	Iteration 39Q: 3 clusters Score -1.94583e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276234 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -19458338.000000 Penalty: 4111.889160
	Iteration 40F: 3 clusters Score -1.945834e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276406 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -19458348.000000 Penalty: 4111.889160
	Iteration 41Q: 3 clusters Score -1.945835e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276569 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -19458336.000000 Penalty: 4111.889160
	Iteration 42Q: 3 clusters Score -1.945834e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276733 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -19458324.000000 Penalty: 4111.889160
	Iteration 43Q: 3 clusters Score -1.945832e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276890 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -19458356.000000 Penalty: 4111.889160
	Iteration 44Q: 3 clusters Score -1.945836e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277047 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -19458400.000000 Penalty: 4111.889160
	Iteration 45Q: 3 clusters Score -1.94584e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277198 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -19458370.000000 Penalty: 4111.889160
	Iteration 46Q: 3 clusters Score -1.945837e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277346 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -19458376.000000 Penalty: 4111.889160
	Iteration 47Q: 3 clusters Score -1.945838e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277494 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -19458388.000000 Penalty: 4111.889160
	Iteration 48Q: 3 clusters Score -1.945839e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277633 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -19458348.000000 Penalty: 4111.889160
	Iteration 49Q: 3 clusters Score -1.945835e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277758 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -19458362.000000 Penalty: 4111.889160
	Iteration 50Q: 3 clusters Score -1.945836e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277901 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -19458352.000000 Penalty: 4111.889160
	Iteration 51Q: 3 clusters Score -1.945835e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278025 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -19458356.000000 Penalty: 4111.889160
	Iteration 52Q: 3 clusters Score -1.945836e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278124 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -19458362.000000 Penalty: 4111.889160
	Iteration 53Q: 3 clusters Score -1.945836e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278212 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -19458380.000000 Penalty: 4111.889160
	Iteration 54Q: 3 clusters Score -1.945838e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278305 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -19458408.000000 Penalty: 4111.889160
	Iteration 55Q: 3 clusters Score -1.945841e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278403 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -19458382.000000 Penalty: 4111.889160
	Iteration 56Q: 3 clusters Score -1.945838e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278501 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -19458366.000000 Penalty: 4111.889160
	Iteration 57Q: 3 clusters Score -1.945837e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278597 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -19458394.000000 Penalty: 4111.889160
	Iteration 58Q: 3 clusters Score -1.945839e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278699 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -19458402.000000 Penalty: 4111.889160
	Iteration 59Q: 3 clusters Score -1.94584e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278788 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -19458356.000000 Penalty: 4111.889160
	Iteration 60F: 3 clusters Score -1.945836e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278880 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -19458380.000000 Penalty: 4111.889160
	Iteration 61Q: 3 clusters Score -1.945838e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278975 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -19458372.000000 Penalty: 4111.889160
	Iteration 62Q: 3 clusters Score -1.945837e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279051 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -19458402.000000 Penalty: 4111.889160
	Iteration 63Q: 3 clusters Score -1.94584e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279124 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -19458386.000000 Penalty: 4111.889160
	Iteration 64Q: 3 clusters Score -1.945839e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279195 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -19458398.000000 Penalty: 4111.889160
	Iteration 65Q: 3 clusters Score -1.94584e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279271 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -19458394.000000 Penalty: 4111.889160
	Iteration 66Q: 3 clusters Score -1.945839e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279338 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -19458404.000000 Penalty: 4111.889160
	Iteration 67Q: 3 clusters Score -1.94584e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279402 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -19458428.000000 Penalty: 4111.889160
	Iteration 68Q: 3 clusters Score -1.945843e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279463 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -19458428.000000 Penalty: 4111.889160
	Iteration 69Q: 3 clusters Score -1.945843e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279531 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -19458458.000000 Penalty: 4111.889160
	Iteration 70Q: 3 clusters Score -1.945846e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279591 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -19458450.000000 Penalty: 4111.889160
	Iteration 71Q: 3 clusters Score -1.945845e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279629 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -19458446.000000 Penalty: 4111.889160
	Iteration 72Q: 3 clusters Score -1.945845e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279668 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -19458446.000000 Penalty: 4111.889160
	Iteration 73Q: 3 clusters Score -1.945845e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279697 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -19458460.000000 Penalty: 4111.889160
	Iteration 74Q: 3 clusters Score -1.945846e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279732 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -19458478.000000 Penalty: 4111.889160
	Iteration 75Q: 3 clusters Score -1.945848e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279765 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -19458468.000000 Penalty: 4111.889160
	Iteration 76Q: 3 clusters Score -1.945847e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279795 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -19458466.000000 Penalty: 4111.889160
	Iteration 77Q: 3 clusters Score -1.945847e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279824 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -19458484.000000 Penalty: 4111.889160
	Iteration 78Q: 3 clusters Score -1.945848e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279852 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -19458484.000000 Penalty: 4111.889160
	Iteration 79Q: 3 clusters Score -1.945848e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279877 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -19458470.000000 Penalty: 4111.889160
	Iteration 80F: 3 clusters Score -1.945847e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279904 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -19458474.000000 Penalty: 4111.889160
	Iteration 81Q: 3 clusters Score -1.945847e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279927 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -19458480.000000 Penalty: 4111.889160
	Iteration 82Q: 3 clusters Score -1.945848e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279950 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -19458486.000000 Penalty: 4111.889160
	Iteration 83Q: 3 clusters Score -1.945849e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279972 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -19458482.000000 Penalty: 4111.889160
	Iteration 84Q: 3 clusters Score -1.945848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279996 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -19458502.000000 Penalty: 4111.889160
	Iteration 85Q: 3 clusters Score -1.94585e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280022 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -19458496.000000 Penalty: 4111.889160
	Iteration 86Q: 3 clusters Score -1.94585e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280045 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -19458506.000000 Penalty: 4111.889160
	Iteration 87Q: 3 clusters Score -1.945851e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280062 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -19458484.000000 Penalty: 4111.889160
	Iteration 88Q: 3 clusters Score -1.945848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280075 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -19458474.000000 Penalty: 4111.889160
	Iteration 89Q: 3 clusters Score -1.945847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280089 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -19458470.000000 Penalty: 4111.889160
	Iteration 90Q: 3 clusters Score -1.945847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280111 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -19458478.000000 Penalty: 4111.889160
	Iteration 91Q: 3 clusters Score -1.945848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280128 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -19458476.000000 Penalty: 4111.889160
	Iteration 92Q: 3 clusters Score -1.945848e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280146 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -19458484.000000 Penalty: 4111.889160
	Iteration 93Q: 3 clusters Score -1.945848e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280173 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -19458490.000000 Penalty: 4111.889160
	Iteration 94Q: 3 clusters Score -1.945849e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280198 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -19458488.000000 Penalty: 4111.889160
	Iteration 95Q: 3 clusters Score -1.945849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280214 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -19458488.000000 Penalty: 4111.889160
	Iteration 96Q: 3 clusters Score -1.945849e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280227 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -19458502.000000 Penalty: 4111.889160
	Iteration 97Q: 3 clusters Score -1.94585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280238 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -19458500.000000 Penalty: 4111.889160
	Iteration 98Q: 3 clusters Score -1.94585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280253 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -19458490.000000 Penalty: 4111.889160
	Iteration 99Q: 3 clusters Score -1.945849e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280271 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -19458494.000000 Penalty: 4111.889160
	Iteration 100F: 3 clusters Score -1.945849e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280296 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -19458510.000000 Penalty: 4111.889160
	Iteration 101Q: 3 clusters Score -1.945851e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280315 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -19458508.000000 Penalty: 4111.889160
	Iteration 102Q: 3 clusters Score -1.945851e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280338 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -19458512.000000 Penalty: 4111.889160
	Iteration 103Q: 3 clusters Score -1.945851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280360 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -19458508.000000 Penalty: 4111.889160
	Iteration 104Q: 3 clusters Score -1.945851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280380 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -19458510.000000 Penalty: 4111.889160
	Iteration 105Q: 3 clusters Score -1.945851e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280413 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -19458516.000000 Penalty: 4111.889160
	Iteration 106Q: 3 clusters Score -1.945852e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280440 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -19458524.000000 Penalty: 4111.889160
	Iteration 107Q: 3 clusters Score -1.945852e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280465 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -19458512.000000 Penalty: 4111.889160
	Iteration 108Q: 3 clusters Score -1.945851e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280496 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -19458524.000000 Penalty: 4111.889160
	Iteration 109Q: 3 clusters Score -1.945852e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280530 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -19458522.000000 Penalty: 4111.889160
	Iteration 110Q: 3 clusters Score -1.945852e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280558 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -19458518.000000 Penalty: 4111.889160
	Iteration 111Q: 3 clusters Score -1.945852e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280598 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -19458550.000000 Penalty: 4111.889160
	Iteration 112Q: 3 clusters Score -1.945855e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280636 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -19458568.000000 Penalty: 4111.889160
	Iteration 113Q: 3 clusters Score -1.945857e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280671 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -19458572.000000 Penalty: 4111.889160
	Iteration 114Q: 3 clusters Score -1.945857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280689 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -19458576.000000 Penalty: 4111.889160
	Iteration 115Q: 3 clusters Score -1.945858e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280708 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -19458562.000000 Penalty: 4111.889160
	Iteration 116Q: 3 clusters Score -1.945856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280719 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -19458550.000000 Penalty: 4111.889160
	Iteration 117Q: 3 clusters Score -1.945855e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280734 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -19458544.000000 Penalty: 4111.889160
	Iteration 118Q: 3 clusters Score -1.945854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280748 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -19458558.000000 Penalty: 4111.889160
	Iteration 119Q: 3 clusters Score -1.945856e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280767 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -19458552.000000 Penalty: 4111.889160
	Iteration 120F: 3 clusters Score -1.945855e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280783 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -19458554.000000 Penalty: 4111.889160
	Iteration 121Q: 3 clusters Score -1.945855e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280799 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -19458552.000000 Penalty: 4111.889160
	Iteration 122Q: 3 clusters Score -1.945855e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280813 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -19458558.000000 Penalty: 4111.889160
	Iteration 123Q: 3 clusters Score -1.945856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280828 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -19458546.000000 Penalty: 4111.889160
	Iteration 124Q: 3 clusters Score -1.945855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280836 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -19458562.000000 Penalty: 4111.889160
	Iteration 125Q: 3 clusters Score -1.945856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280845 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -19458550.000000 Penalty: 4111.889160
	Iteration 126Q: 3 clusters Score -1.945855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280852 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -19458562.000000 Penalty: 4111.889160
	Iteration 127Q: 3 clusters Score -1.945856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280858 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -19458556.000000 Penalty: 4111.889160
	Iteration 128Q: 3 clusters Score -1.945856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280860 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -19458556.000000 Penalty: 4111.889160
	Iteration 129Q: 3 clusters Score -1.945856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280862 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -19458562.000000 Penalty: 4111.889160
	Iteration 130Q: 3 clusters Score -1.945856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280867 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -19458552.000000 Penalty: 4111.889160
	Iteration 131Q: 3 clusters Score -1.945855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280872 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -19458550.000000 Penalty: 4111.889160
	Iteration 132Q: 3 clusters Score -1.945855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280875 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -19458562.000000 Penalty: 4111.889160
	Iteration 133Q: 3 clusters Score -1.945856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280881 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -19458548.000000 Penalty: 4111.889160
	Iteration 134Q: 3 clusters Score -1.945855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280884 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -19458540.000000 Penalty: 4111.889160
	Iteration 135Q: 3 clusters Score -1.945854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280890 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -19458552.000000 Penalty: 4111.889160
	Iteration 136Q: 3 clusters Score -1.945855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280895 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -19458546.000000 Penalty: 4111.889160
	Iteration 137Q: 3 clusters Score -1.945855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280905 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -19458544.000000 Penalty: 4111.889160
	Iteration 138Q: 3 clusters Score -1.945854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280912 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -19458544.000000 Penalty: 4111.889160
	Iteration 139Q: 3 clusters Score -1.945854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280918 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -19458536.000000 Penalty: 4111.889160
	Iteration 140F: 3 clusters Score -1.945854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280928 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -19458532.000000 Penalty: 4111.889160
	Iteration 141Q: 3 clusters Score -1.945853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280939 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -19458530.000000 Penalty: 4111.889160
	Iteration 142Q: 3 clusters Score -1.945853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280947 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -19458556.000000 Penalty: 4111.889160
	Iteration 143Q: 3 clusters Score -1.945856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280955 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -19458568.000000 Penalty: 4111.889160
	Iteration 144Q: 3 clusters Score -1.945857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280961 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -19458564.000000 Penalty: 4111.889160
	Iteration 145Q: 3 clusters Score -1.945856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280970 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -19458550.000000 Penalty: 4111.889160
	Iteration 146Q: 3 clusters Score -1.945855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280978 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -19458548.000000 Penalty: 4111.889160
	Iteration 147Q: 3 clusters Score -1.945855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280982 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -19458556.000000 Penalty: 4111.889160
	Iteration 148Q: 3 clusters Score -1.945856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280987 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -19458558.000000 Penalty: 4111.889160
	Iteration 149Q: 3 clusters Score -1.945856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280994 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -19458566.000000 Penalty: 4111.889160
	Iteration 150Q: 3 clusters Score -1.945857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281000 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -19458566.000000 Penalty: 4111.889160
	Iteration 151Q: 3 clusters Score -1.945857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281007 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -19458552.000000 Penalty: 4111.889160
	Iteration 152Q: 3 clusters Score -1.945855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281013 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -19458562.000000 Penalty: 4111.889160
	Iteration 153Q: 3 clusters Score -1.945856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281027 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -19458544.000000 Penalty: 4111.889160
	Iteration 154Q: 3 clusters Score -1.945854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281043 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -19458550.000000 Penalty: 4111.889160
	Iteration 155Q: 3 clusters Score -1.945855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281052 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -19458540.000000 Penalty: 4111.889160
	Iteration 156Q: 3 clusters Score -1.945854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281060 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -19458544.000000 Penalty: 4111.889160
	Iteration 157Q: 3 clusters Score -1.945854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281065 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -19458544.000000 Penalty: 4111.889160
	Iteration 158Q: 3 clusters Score -1.945854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281070 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -19458548.000000 Penalty: 4111.889160
	Iteration 159Q: 3 clusters Score -1.945855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281075 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -19458554.000000 Penalty: 4111.889160
	Iteration 160F: 3 clusters Score -1.945855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281080 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -19458548.000000 Penalty: 4111.889160
	Iteration 161Q: 3 clusters Score -1.945855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281088 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -19458554.000000 Penalty: 4111.889160
	Iteration 162Q: 3 clusters Score -1.945855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281099 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -19458546.000000 Penalty: 4111.889160
	Iteration 163Q: 3 clusters Score -1.945855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281104 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -19458542.000000 Penalty: 4111.889160
	Iteration 164Q: 3 clusters Score -1.945854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281107 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -19458536.000000 Penalty: 4111.889160
	Iteration 165Q: 3 clusters Score -1.945854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281107 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -19458536.000000 Penalty: 4111.889160
	Iteration 166F: 3 clusters Score -1.945854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 4 contains 22977 members 
Mstep: Class 6 contains 33148 members 
Mstep: Class 7 contains 190230 members 
Mstep: Class 9 contains 2123 members 
Mstep: Class 11 contains 6159 members 
Mstep: Class 12 contains 281107 members 
Mstep: Class 13 contains 19699 members 
Mstep: Class 17 contains 7331 members 
Mstep: Class 18 contains 18105 members 
Mstep: Class 19 contains 29094 members 
Mstep: Class 20 contains 18238 members 
Mstep: Class 21 contains 23208 members 
Entering Unmasked Estep 
Score: -41772028.000000 Penalty: 28378.910156
Splitting cluster 12 changes total score from -41770412.000000 to -41772028.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 13 (19699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Entering Unmasked Estep 
Score: -1207266.875000 Penalty: 1606.852417
	Iteration 0F: 2 clusters Score -1207267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1193833.125000 Penalty: 3213.704834
	Iteration 0F: 3 clusters Score -1193833 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1198614.625000 Penalty: 3213.704834
	Iteration 1F: 3 clusters Score -1198615 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1198905.500000 Penalty: 3213.704834
	Iteration 2Q: 3 clusters Score -1198906 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1199162.125000 Penalty: 3213.704834
	Iteration 3Q: 3 clusters Score -1199162 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1199425.000000 Penalty: 3213.704834
	Iteration 4Q: 3 clusters Score -1199425 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1199699.750000 Penalty: 3213.704834
	Iteration 5Q: 3 clusters Score -1199700 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1199945.250000 Penalty: 3213.704834
	Iteration 6Q: 3 clusters Score -1199945 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1200176.125000 Penalty: 3213.704834
	Iteration 7Q: 3 clusters Score -1200176 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1200402.250000 Penalty: 3213.704834
	Iteration 8Q: 3 clusters Score -1200402 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1201330 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1201686 nChanged 764
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Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1202052 nChanged 728
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1202378 nChanged 642
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Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1202662 nChanged 554
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1202897 nChanged 457
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1203047 nChanged 357
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Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1203143 nChanged 263
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Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1203195 nChanged 215
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1203242.625000 Penalty: 3213.704834
	Iteration 20F: 3 clusters Score -1203243 nChanged 168
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Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1203268 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1203296 nChanged 123
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Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1203322 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1203338 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1203358 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1203373 nChanged 105
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Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1203390 nChanged 109
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Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1203406.000000 Penalty: 3213.704834
	Iteration 28Q: 3 clusters Score -1203406 nChanged 115
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Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1203420 nChanged 100
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Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1203436 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1203456 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1203473 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1203484 nChanged 81
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Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1203495 nChanged 88
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Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1203506 nChanged 104
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Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1203522 nChanged 92
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Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1203531 nChanged 81
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Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1203546 nChanged 86
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Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1203556 nChanged 76
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Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1203563 nChanged 74
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Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1203567 nChanged 66
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Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1203578 nChanged 75
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Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1203589 nChanged 76
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Mstep: Class 1 contains 10668 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1203596 nChanged 79
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Mstep: Class 1 contains 10611 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1203613 nChanged 78
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Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1203624 nChanged 73
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Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1203632 nChanged 72
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Mstep: Class 1 contains 10426 members 
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Entering Unmasked Estep 
Score: -1203642.500000 Penalty: 3213.704834
	Iteration 48Q: 3 clusters Score -1203642 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1203650 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1203654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1203658 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1203662 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1203663 nChanged 48
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Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1203671 nChanged 49
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Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1203680 nChanged 35
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Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1203678 nChanged 32
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Mstep: Class 1 contains 10021 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1203685 nChanged 36
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Mstep: Class 1 contains 9987 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1203684 nChanged 43
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Mstep: Class 1 contains 9948 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1203683 nChanged 38
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Mstep: Class 1 contains 9914 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1203686 nChanged 36
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Mstep: Class 1 contains 9884 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1203688 nChanged 35
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Mstep: Class 1 contains 9853 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1203694 nChanged 41
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Mstep: Class 1 contains 9816 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1203700 nChanged 56
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Mstep: Class 1 contains 9762 members 
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	Iteration 64Q: 3 clusters Score -1203708 nChanged 59
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Mstep: Class 1 contains 9703 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1203715 nChanged 71
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Mstep: Class 1 contains 9638 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1203720 nChanged 65
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Mstep: Class 1 contains 9577 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1203729 nChanged 65
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Mstep: Class 1 contains 9512 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1203732 nChanged 73
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Mstep: Class 1 contains 9445 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1203738 nChanged 83
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Mstep: Class 1 contains 9366 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1203746 nChanged 58
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Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1203752 nChanged 51
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Mstep: Class 1 contains 9259 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1203761 nChanged 51
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Mstep: Class 1 contains 9210 members 
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	Iteration 73Q: 3 clusters Score -1203760 nChanged 44
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Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1203763 nChanged 54
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Mstep: Class 1 contains 9114 members 
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	Iteration 75Q: 3 clusters Score -1203768 nChanged 63
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Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1203774 nChanged 62
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Mstep: Class 1 contains 8989 members 
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	Iteration 77Q: 3 clusters Score -1203784 nChanged 55
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Mstep: Class 1 contains 8940 members 
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	Iteration 78Q: 3 clusters Score -1203792 nChanged 55
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Mstep: Class 1 contains 8889 members 
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	Iteration 79Q: 3 clusters Score -1203796 nChanged 64
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Mstep: Class 1 contains 8827 members 
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	Iteration 80F: 3 clusters Score -1203804 nChanged 74
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Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 10946 members 
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	Iteration 81Q: 3 clusters Score -1203810 nChanged 71
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Mstep: Class 1 contains 8684 members 
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	Iteration 82Q: 3 clusters Score -1203814 nChanged 73
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Mstep: Class 1 contains 8615 members 
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	Iteration 83Q: 3 clusters Score -1203830 nChanged 69
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Mstep: Class 1 contains 8548 members 
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	Iteration 84Q: 3 clusters Score -1203836 nChanged 57
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Mstep: Class 1 contains 8493 members 
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	Iteration 85Q: 3 clusters Score -1203845 nChanged 50
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	Iteration 86Q: 3 clusters Score -1203854 nChanged 50
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	Iteration 87Q: 3 clusters Score -1203852 nChanged 58
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	Iteration 88Q: 3 clusters Score -1203857 nChanged 59
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Mstep: Class 1 contains 8280 members 
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	Iteration 89Q: 3 clusters Score -1203867 nChanged 69
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Mstep: Class 1 contains 8211 members 
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	Iteration 90Q: 3 clusters Score -1203876 nChanged 68
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Mstep: Class 1 contains 8147 members 
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	Iteration 91Q: 3 clusters Score -1203886 nChanged 86
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Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 11638 members 
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	Iteration 92Q: 3 clusters Score -1203900 nChanged 86
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Mstep: Class 1 contains 7979 members 
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	Iteration 93Q: 3 clusters Score -1203912 nChanged 101
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Mstep: Class 1 contains 7884 members 
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	Iteration 94Q: 3 clusters Score -1203924 nChanged 102
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Mstep: Class 1 contains 7784 members 
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	Iteration 95Q: 3 clusters Score -1203936 nChanged 119
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Mstep: Class 1 contains 7665 members 
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	Iteration 96Q: 3 clusters Score -1203954 nChanged 120
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Mstep: Class 1 contains 7549 members 
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	Iteration 97Q: 3 clusters Score -1203971 nChanged 131
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Mstep: Class 1 contains 7418 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1203999 nChanged 147
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Mstep: Class 1 contains 7273 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1204029 nChanged 153
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Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1204056 nChanged 141
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Mstep: Class 1 contains 6981 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1204087 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1204122.375000 Penalty: 3213.704834
	Iteration 102Q: 3 clusters Score -1204122 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1204167.250000 Penalty: 3213.704834
	Iteration 103Q: 3 clusters Score -1204167 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1204217.125000 Penalty: 3213.704834
	Iteration 104Q: 3 clusters Score -1204217 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1204271.625000 Penalty: 3213.704834
	Iteration 105Q: 3 clusters Score -1204272 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1204323.375000 Penalty: 3213.704834
	Iteration 106Q: 3 clusters Score -1204323 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1204380.625000 Penalty: 3213.704834
	Iteration 107Q: 3 clusters Score -1204381 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1204433.375000 Penalty: 3213.704834
	Iteration 108Q: 3 clusters Score -1204433 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1204482.500000 Penalty: 3213.704834
	Iteration 109Q: 3 clusters Score -1204482 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1204535.375000 Penalty: 3213.704834
	Iteration 110Q: 3 clusters Score -1204535 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1204597.000000 Penalty: 3213.704834
	Iteration 111Q: 3 clusters Score -1204597 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1204654.625000 Penalty: 3213.704834
	Iteration 112Q: 3 clusters Score -1204655 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1204723.000000 Penalty: 3213.704834
	Iteration 113Q: 3 clusters Score -1204723 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1204808.375000 Penalty: 3213.704834
	Iteration 114Q: 3 clusters Score -1204808 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1204902.375000 Penalty: 3213.704834
	Iteration 115Q: 3 clusters Score -1204902 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -1204991.125000 Penalty: 3213.704834
	Iteration 116Q: 3 clusters Score -1204991 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1205080.375000 Penalty: 3213.704834
	Iteration 117Q: 3 clusters Score -1205080 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -1205163.875000 Penalty: 3213.704834
	Iteration 118Q: 3 clusters Score -1205164 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1205227.875000 Penalty: 3213.704834
	Iteration 119Q: 3 clusters Score -1205228 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -1205284.625000 Penalty: 3213.704834
	Iteration 120F: 3 clusters Score -1205285 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1205352.750000 Penalty: 3213.704834
	Iteration 121Q: 3 clusters Score -1205353 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -1205406.375000 Penalty: 3213.704834
	Iteration 122Q: 3 clusters Score -1205406 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -1205456.875000 Penalty: 3213.704834
	Iteration 123Q: 3 clusters Score -1205457 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -1205501.375000 Penalty: 3213.704834
	Iteration 124Q: 3 clusters Score -1205501 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -1205548.500000 Penalty: 3213.704834
	Iteration 125Q: 3 clusters Score -1205548 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -1205582.875000 Penalty: 3213.704834
	Iteration 126Q: 3 clusters Score -1205583 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -1205614.875000 Penalty: 3213.704834
	Iteration 127Q: 3 clusters Score -1205615 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -1205636.250000 Penalty: 3213.704834
	Iteration 128Q: 3 clusters Score -1205636 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -1205660.000000 Penalty: 3213.704834
	Iteration 129Q: 3 clusters Score -1205660 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1205677.375000 Penalty: 3213.704834
	Iteration 130Q: 3 clusters Score -1205677 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -1205692.250000 Penalty: 3213.704834
	Iteration 131Q: 3 clusters Score -1205692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -1205704.375000 Penalty: 3213.704834
	Iteration 132Q: 3 clusters Score -1205704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -1205717.250000 Penalty: 3213.704834
	Iteration 133Q: 3 clusters Score -1205717 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -1205731.125000 Penalty: 3213.704834
	Iteration 134Q: 3 clusters Score -1205731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -1205739.375000 Penalty: 3213.704834
	Iteration 135Q: 3 clusters Score -1205739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -1205746.500000 Penalty: 3213.704834
	Iteration 136Q: 3 clusters Score -1205746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -1205754.000000 Penalty: 3213.704834
	Iteration 137Q: 3 clusters Score -1205754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -1205763.000000 Penalty: 3213.704834
	Iteration 138Q: 3 clusters Score -1205763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -1205770.750000 Penalty: 3213.704834
	Iteration 139Q: 3 clusters Score -1205771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -1205778.750000 Penalty: 3213.704834
	Iteration 140F: 3 clusters Score -1205779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -1205786.125000 Penalty: 3213.704834
	Iteration 141Q: 3 clusters Score -1205786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -1205791.250000 Penalty: 3213.704834
	Iteration 142Q: 3 clusters Score -1205791 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -1205801.000000 Penalty: 3213.704834
	Iteration 143Q: 3 clusters Score -1205801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -1205810.625000 Penalty: 3213.704834
	Iteration 144Q: 3 clusters Score -1205811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1205817.750000 Penalty: 3213.704834
	Iteration 145Q: 3 clusters Score -1205818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -1205823.625000 Penalty: 3213.704834
	Iteration 146Q: 3 clusters Score -1205824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -1205830.375000 Penalty: 3213.704834
	Iteration 147Q: 3 clusters Score -1205830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -1205843.250000 Penalty: 3213.704834
	Iteration 148Q: 3 clusters Score -1205843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -1205853.625000 Penalty: 3213.704834
	Iteration 149Q: 3 clusters Score -1205854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -1205865.625000 Penalty: 3213.704834
	Iteration 150Q: 3 clusters Score -1205866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -1205872.625000 Penalty: 3213.704834
	Iteration 151Q: 3 clusters Score -1205873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -1205877.125000 Penalty: 3213.704834
	Iteration 152Q: 3 clusters Score -1205877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -1205878.000000 Penalty: 3213.704834
	Iteration 153Q: 3 clusters Score -1205878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -1205883.000000 Penalty: 3213.704834
	Iteration 154Q: 3 clusters Score -1205883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -1205884.625000 Penalty: 3213.704834
	Iteration 155Q: 3 clusters Score -1205885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -1205885.125000 Penalty: 3213.704834
	Iteration 156Q: 3 clusters Score -1205885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -1205891.000000 Penalty: 3213.704834
	Iteration 157Q: 3 clusters Score -1205891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -1205888.625000 Penalty: 3213.704834
	Iteration 158Q: 3 clusters Score -1205889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -1205889.000000 Penalty: 3213.704834
	Iteration 159Q: 3 clusters Score -1205889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -1205890.750000 Penalty: 3213.704834
	Iteration 160F: 3 clusters Score -1205891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -1205892.625000 Penalty: 3213.704834
	Iteration 161Q: 3 clusters Score -1205893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -1205894.375000 Penalty: 3213.704834
	Iteration 162Q: 3 clusters Score -1205894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -1205895.750000 Penalty: 3213.704834
	Iteration 163Q: 3 clusters Score -1205896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -1205897.625000 Penalty: 3213.704834
	Iteration 164Q: 3 clusters Score -1205898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -1205903.500000 Penalty: 3213.704834
	Iteration 165Q: 3 clusters Score -1205904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -1205903.500000 Penalty: 3213.704834
	Iteration 166Q: 3 clusters Score -1205904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -1205905.000000 Penalty: 3213.704834
	Iteration 167Q: 3 clusters Score -1205905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -1205905.000000 Penalty: 3213.704834
	Iteration 168Q: 3 clusters Score -1205905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -1205904.250000 Penalty: 3213.704834
	Iteration 169Q: 3 clusters Score -1205904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -1205905.875000 Penalty: 3213.704834
	Iteration 170Q: 3 clusters Score -1205906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -1205905.875000 Penalty: 3213.704834
	Iteration 171F: 3 clusters Score -1205906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Entering Unmasked Estep 
Score: -419642.468750 Penalty: 1446.228394
	Iteration 0F: 2 clusters Score -419642.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -414205.937500 Penalty: 2892.456787
	Iteration 0F: 3 clusters Score -414205.9 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -416021.000000 Penalty: 2892.456787
	Iteration 1F: 3 clusters Score -416021 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -416263.687500 Penalty: 2892.456787
	Iteration 2F: 3 clusters Score -416263.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -416427.312500 Penalty: 2892.456787
	Iteration 3F: 3 clusters Score -416427.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -416554.968750 Penalty: 2892.456787
	Iteration 4Q: 3 clusters Score -416555 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -416681.187500 Penalty: 2892.456787
	Iteration 5Q: 3 clusters Score -416681.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -416839.656250 Penalty: 2892.456787
	Iteration 6Q: 3 clusters Score -416839.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -417066.906250 Penalty: 2892.456787
	Iteration 7Q: 3 clusters Score -417066.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -417355.031250 Penalty: 2892.456787
	Iteration 8F: 3 clusters Score -417355 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -417674.968750 Penalty: 2892.456787
	Iteration 9F: 3 clusters Score -417675 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -417992.687500 Penalty: 2892.456787
	Iteration 10F: 3 clusters Score -417992.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -418295.500000 Penalty: 2892.456787
	Iteration 11F: 3 clusters Score -418295.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -418601.187500 Penalty: 2892.456787
	Iteration 12F: 3 clusters Score -418601.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -418820.750000 Penalty: 2892.456787
	Iteration 13Q: 3 clusters Score -418820.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -418969.656250 Penalty: 2892.456787
	Iteration 14Q: 3 clusters Score -418969.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -419052.062500 Penalty: 2892.456787
	Iteration 15Q: 3 clusters Score -419052.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -419100.531250 Penalty: 2892.456787
	Iteration 16Q: 3 clusters Score -419100.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -419123.625000 Penalty: 2892.456787
	Iteration 17Q: 3 clusters Score -419123.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -419137.718750 Penalty: 2892.456787
	Iteration 18Q: 3 clusters Score -419137.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -419149.687500 Penalty: 2892.456787
	Iteration 19Q: 3 clusters Score -419149.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -419156.125000 Penalty: 2892.456787
	Iteration 20F: 3 clusters Score -419156.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -419160.500000 Penalty: 2892.456787
	Iteration 21Q: 3 clusters Score -419160.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -419161.531250 Penalty: 2892.456787
	Iteration 22Q: 3 clusters Score -419161.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -419166.968750 Penalty: 2892.456787
	Iteration 23Q: 3 clusters Score -419167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -419169.500000 Penalty: 2892.456787
	Iteration 24Q: 3 clusters Score -419169.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -419171.562500 Penalty: 2892.456787
	Iteration 25Q: 3 clusters Score -419171.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -419172.125000 Penalty: 2892.456787
	Iteration 26Q: 3 clusters Score -419172.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -419174.031250 Penalty: 2892.456787
	Iteration 27Q: 3 clusters Score -419174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -419175.312500 Penalty: 2892.456787
	Iteration 28Q: 3 clusters Score -419175.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -419175.093750 Penalty: 2892.456787
	Iteration 29Q: 3 clusters Score -419175.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -419176.937500 Penalty: 2892.456787
	Iteration 30Q: 3 clusters Score -419176.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -419177.562500 Penalty: 2892.456787
	Iteration 31Q: 3 clusters Score -419177.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -419177.562500 Penalty: 2892.456787
	Iteration 32F: 3 clusters Score -419177.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Entering Unmasked Estep 
Score: -1159388.375000 Penalty: 1593.140869
	Iteration 0F: 2 clusters Score -1159388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1147068.125000 Penalty: 3186.281738
	Iteration 0F: 3 clusters Score -1147068 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1151480.875000 Penalty: 3186.281738
	Iteration 1F: 3 clusters Score -1151481 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1151721.500000 Penalty: 3186.281738
	Iteration 2Q: 3 clusters Score -1151722 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1151931.625000 Penalty: 3186.281738
	Iteration 3Q: 3 clusters Score -1151932 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1152179.625000 Penalty: 3186.281738
	Iteration 4Q: 3 clusters Score -1152180 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1152492.625000 Penalty: 3186.281738
	Iteration 5Q: 3 clusters Score -1152493 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1152927.250000 Penalty: 3186.281738
	Iteration 6Q: 3 clusters Score -1152927 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1153507.750000 Penalty: 3186.281738
	Iteration 7F: 3 clusters Score -1153508 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1154317.250000 Penalty: 3186.281738
	Iteration 8F: 3 clusters Score -1154317 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1155297.750000 Penalty: 3186.281738
	Iteration 9F: 3 clusters Score -1155298 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -1156364.750000 Penalty: 3186.281738
	Iteration 10F: 3 clusters Score -1156365 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -1157123.375000 Penalty: 3186.281738
	Iteration 11Q: 3 clusters Score -1157123 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -1157535.750000 Penalty: 3186.281738
	Iteration 12Q: 3 clusters Score -1157536 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1157753.875000 Penalty: 3186.281738
	Iteration 13Q: 3 clusters Score -1157754 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -1157844.750000 Penalty: 3186.281738
	Iteration 14Q: 3 clusters Score -1157845 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -1157912.375000 Penalty: 3186.281738
	Iteration 15Q: 3 clusters Score -1157912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -1157936.500000 Penalty: 3186.281738
	Iteration 16Q: 3 clusters Score -1157936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -1157953.500000 Penalty: 3186.281738
	Iteration 17Q: 3 clusters Score -1157954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -1157963.750000 Penalty: 3186.281738
	Iteration 18Q: 3 clusters Score -1157964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -1157966.000000 Penalty: 3186.281738
	Iteration 19Q: 3 clusters Score -1157966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -1157973.625000 Penalty: 3186.281738
	Iteration 20F: 3 clusters Score -1157974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1157980.500000 Penalty: 3186.281738
	Iteration 21Q: 3 clusters Score -1157980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -1157986.125000 Penalty: 3186.281738
	Iteration 22Q: 3 clusters Score -1157986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1157987.375000 Penalty: 3186.281738
	Iteration 23Q: 3 clusters Score -1157987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1157990.750000 Penalty: 3186.281738
	Iteration 24Q: 3 clusters Score -1157991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -1158000.125000 Penalty: 3186.281738
	Iteration 25Q: 3 clusters Score -1158000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -1158014.625000 Penalty: 3186.281738
	Iteration 26Q: 3 clusters Score -1158015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -1158016.000000 Penalty: 3186.281738
	Iteration 27Q: 3 clusters Score -1158016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1158016.500000 Penalty: 3186.281738
	Iteration 28Q: 3 clusters Score -1158016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1158017.625000 Penalty: 3186.281738
	Iteration 29Q: 3 clusters Score -1158018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1158017.625000 Penalty: 3186.281738
	Iteration 30F: 3 clusters Score -1158018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Entering Unmasked Estep 
Score: -1862556.500000 Penalty: 1670.221680
	Iteration 0F: 2 clusters Score -1862556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1842931.500000 Penalty: 3340.443359
	Iteration 0F: 3 clusters Score -1842932 nChanged 13347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1850415.875000 Penalty: 3340.443359
	Iteration 1F: 3 clusters Score -1850416 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1850853.750000 Penalty: 3340.443359
	Iteration 2Q: 3 clusters Score -1850854 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1851274.625000 Penalty: 3340.443359
	Iteration 3Q: 3 clusters Score -1851275 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1851768.125000 Penalty: 3340.443359
	Iteration 4Q: 3 clusters Score -1851768 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1852510.625000 Penalty: 3340.443359
	Iteration 5Q: 3 clusters Score -1852511 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -1853624.875000 Penalty: 3340.443359
	Iteration 6F: 3 clusters Score -1853625 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -1855166.000000 Penalty: 3340.443359
	Iteration 7F: 3 clusters Score -1855166 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -1856766.500000 Penalty: 3340.443359
	Iteration 8F: 3 clusters Score -1856766 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -1857982.750000 Penalty: 3340.443359
	Iteration 9F: 3 clusters Score -1857983 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -1858729.750000 Penalty: 3340.443359
	Iteration 10Q: 3 clusters Score -1858730 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -1859327.250000 Penalty: 3340.443359
	Iteration 11Q: 3 clusters Score -1859327 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -1859842.875000 Penalty: 3340.443359
	Iteration 12Q: 3 clusters Score -1859843 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -1860302.875000 Penalty: 3340.443359
	Iteration 13Q: 3 clusters Score -1860303 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -1860739.625000 Penalty: 3340.443359
	Iteration 14Q: 3 clusters Score -1860740 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -1861098.500000 Penalty: 3340.443359
	Iteration 15Q: 3 clusters Score -1861098 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -1861377.000000 Penalty: 3340.443359
	Iteration 16Q: 3 clusters Score -1861377 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -1861568.375000 Penalty: 3340.443359
	Iteration 17Q: 3 clusters Score -1861568 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -1861701.125000 Penalty: 3340.443359
	Iteration 18Q: 3 clusters Score -1861701 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -1861775.375000 Penalty: 3340.443359
	Iteration 19Q: 3 clusters Score -1861775 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -1861828.000000 Penalty: 3340.443359
	Iteration 20F: 3 clusters Score -1861828 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -1861849.000000 Penalty: 3340.443359
	Iteration 21Q: 3 clusters Score -1861849 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -1861864.375000 Penalty: 3340.443359
	Iteration 22Q: 3 clusters Score -1861864 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -1861879.625000 Penalty: 3340.443359
	Iteration 23Q: 3 clusters Score -1861880 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -1861898.500000 Penalty: 3340.443359
	Iteration 24Q: 3 clusters Score -1861898 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -1861917.250000 Penalty: 3340.443359
	Iteration 25Q: 3 clusters Score -1861917 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -1861930.375000 Penalty: 3340.443359
	Iteration 26Q: 3 clusters Score -1861930 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -1861941.125000 Penalty: 3340.443359
	Iteration 27Q: 3 clusters Score -1861941 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -1861952.500000 Penalty: 3340.443359
	Iteration 28Q: 3 clusters Score -1861952 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -1861967.500000 Penalty: 3340.443359
	Iteration 29Q: 3 clusters Score -1861968 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -1861984.625000 Penalty: 3340.443359
	Iteration 30Q: 3 clusters Score -1861985 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -1861994.125000 Penalty: 3340.443359
	Iteration 31Q: 3 clusters Score -1861994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -1862002.875000 Penalty: 3340.443359
	Iteration 32Q: 3 clusters Score -1862003 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -1862007.750000 Penalty: 3340.443359
	Iteration 33Q: 3 clusters Score -1862008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -1862015.125000 Penalty: 3340.443359
	Iteration 34Q: 3 clusters Score -1862015 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -1862026.625000 Penalty: 3340.443359
	Iteration 35Q: 3 clusters Score -1862027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -1862032.375000 Penalty: 3340.443359
	Iteration 36Q: 3 clusters Score -1862032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -1862037.500000 Penalty: 3340.443359
	Iteration 37Q: 3 clusters Score -1862038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -1862042.500000 Penalty: 3340.443359
	Iteration 38Q: 3 clusters Score -1862042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -1862051.000000 Penalty: 3340.443359
	Iteration 39Q: 3 clusters Score -1862051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -1862052.250000 Penalty: 3340.443359
	Iteration 40F: 3 clusters Score -1862052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -1862049.375000 Penalty: 3340.443359
	Iteration 41Q: 3 clusters Score -1862049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -1862052.000000 Penalty: 3340.443359
	Iteration 42Q: 3 clusters Score -1862052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -1862049.250000 Penalty: 3340.443359
	Iteration 43Q: 3 clusters Score -1862049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -1862049.000000 Penalty: 3340.443359
	Iteration 44Q: 3 clusters Score -1862049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -1862052.875000 Penalty: 3340.443359
	Iteration 45Q: 3 clusters Score -1862053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -1862052.125000 Penalty: 3340.443359
	Iteration 46Q: 3 clusters Score -1862052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -1862057.375000 Penalty: 3340.443359
	Iteration 47Q: 3 clusters Score -1862057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -1862057.375000 Penalty: 3340.443359
	Iteration 48Q: 3 clusters Score -1862057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -1862060.625000 Penalty: 3340.443359
	Iteration 49Q: 3 clusters Score -1862061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -1862063.375000 Penalty: 3340.443359
	Iteration 50Q: 3 clusters Score -1862063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -1862067.875000 Penalty: 3340.443359
	Iteration 51Q: 3 clusters Score -1862068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -1862070.000000 Penalty: 3340.443359
	Iteration 52Q: 3 clusters Score -1862070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -1862070.250000 Penalty: 3340.443359
	Iteration 53Q: 3 clusters Score -1862070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -1862074.250000 Penalty: 3340.443359
	Iteration 54Q: 3 clusters Score -1862074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -1862070.500000 Penalty: 3340.443359
	Iteration 55Q: 3 clusters Score -1862070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -1862069.000000 Penalty: 3340.443359
	Iteration 56Q: 3 clusters Score -1862069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -1862072.250000 Penalty: 3340.443359
	Iteration 57Q: 3 clusters Score -1862072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -1862072.750000 Penalty: 3340.443359
	Iteration 58Q: 3 clusters Score -1862073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -1862072.375000 Penalty: 3340.443359
	Iteration 59Q: 3 clusters Score -1862072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -1862076.500000 Penalty: 3340.443359
	Iteration 60F: 3 clusters Score -1862076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -1862076.625000 Penalty: 3340.443359
	Iteration 61Q: 3 clusters Score -1862077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -1862075.500000 Penalty: 3340.443359
	Iteration 62Q: 3 clusters Score -1862076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -1862074.750000 Penalty: 3340.443359
	Iteration 63Q: 3 clusters Score -1862075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -1862074.375000 Penalty: 3340.443359
	Iteration 64Q: 3 clusters Score -1862074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -1862072.750000 Penalty: 3340.443359
	Iteration 65Q: 3 clusters Score -1862073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -1862071.625000 Penalty: 3340.443359
	Iteration 66Q: 3 clusters Score -1862072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -1862074.500000 Penalty: 3340.443359
	Iteration 67Q: 3 clusters Score -1862074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -1862075.750000 Penalty: 3340.443359
	Iteration 68Q: 3 clusters Score -1862076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -1862077.500000 Penalty: 3340.443359
	Iteration 69Q: 3 clusters Score -1862078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -1862076.125000 Penalty: 3340.443359
	Iteration 70Q: 3 clusters Score -1862076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -1862078.375000 Penalty: 3340.443359
	Iteration 71Q: 3 clusters Score -1862078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -1862076.875000 Penalty: 3340.443359
	Iteration 72Q: 3 clusters Score -1862077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -1862074.750000 Penalty: 3340.443359
	Iteration 73Q: 3 clusters Score -1862075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -1862076.375000 Penalty: 3340.443359
	Iteration 74Q: 3 clusters Score -1862076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -1862075.250000 Penalty: 3340.443359
	Iteration 75Q: 3 clusters Score -1862075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -1862074.875000 Penalty: 3340.443359
	Iteration 76Q: 3 clusters Score -1862075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -1862073.750000 Penalty: 3340.443359
	Iteration 77Q: 3 clusters Score -1862074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -1862076.750000 Penalty: 3340.443359
	Iteration 78Q: 3 clusters Score -1862077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -1862076.500000 Penalty: 3340.443359
	Iteration 79Q: 3 clusters Score -1862076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -1862076.500000 Penalty: 3340.443359
	Iteration 80F: 3 clusters Score -1862076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Entering Unmasked Estep 
Score: -1164672.375000 Penalty: 1594.330078
	Iteration 0F: 2 clusters Score -1164672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1152114.750000 Penalty: 3188.660156
	Iteration 0F: 3 clusters Score -1152115 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1156547.000000 Penalty: 3188.660156
	Iteration 1F: 3 clusters Score -1156547 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1156896.375000 Penalty: 3188.660156
	Iteration 2Q: 3 clusters Score -1156896 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1157234.375000 Penalty: 3188.660156
	Iteration 3Q: 3 clusters Score -1157234 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1157626.875000 Penalty: 3188.660156
	Iteration 4Q: 3 clusters Score -1157627 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1158102.500000 Penalty: 3188.660156
	Iteration 5F: 3 clusters Score -1158102 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1158827.125000 Penalty: 3188.660156
	Iteration 6F: 3 clusters Score -1158827 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1159977.875000 Penalty: 3188.660156
	Iteration 7F: 3 clusters Score -1159978 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1161461.375000 Penalty: 3188.660156
	Iteration 8F: 3 clusters Score -1161461 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1162875.875000 Penalty: 3188.660156
	Iteration 9F: 3 clusters Score -1162876 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1163708.750000 Penalty: 3188.660156
	Iteration 10F: 3 clusters Score -1163709 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1164053.500000 Penalty: 3188.660156
	Iteration 11Q: 3 clusters Score -1164054 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1164224.750000 Penalty: 3188.660156
	Iteration 12Q: 3 clusters Score -1164225 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -1164324.125000 Penalty: 3188.660156
	Iteration 13Q: 3 clusters Score -1164324 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -1164392.625000 Penalty: 3188.660156
	Iteration 14Q: 3 clusters Score -1164393 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -1164437.750000 Penalty: 3188.660156
	Iteration 15Q: 3 clusters Score -1164438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -1164456.500000 Penalty: 3188.660156
	Iteration 16Q: 3 clusters Score -1164456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -1164474.000000 Penalty: 3188.660156
	Iteration 17Q: 3 clusters Score -1164474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -1164481.750000 Penalty: 3188.660156
	Iteration 18Q: 3 clusters Score -1164482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -1164487.875000 Penalty: 3188.660156
	Iteration 19Q: 3 clusters Score -1164488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1164493.750000 Penalty: 3188.660156
	Iteration 20F: 3 clusters Score -1164494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -1164496.375000 Penalty: 3188.660156
	Iteration 21Q: 3 clusters Score -1164496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1164494.750000 Penalty: 3188.660156
	Iteration 22Q: 3 clusters Score -1164495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -1164497.125000 Penalty: 3188.660156
	Iteration 23Q: 3 clusters Score -1164497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1164499.875000 Penalty: 3188.660156
	Iteration 24Q: 3 clusters Score -1164500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -1164505.875000 Penalty: 3188.660156
	Iteration 25Q: 3 clusters Score -1164506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -1164510.125000 Penalty: 3188.660156
	Iteration 26Q: 3 clusters Score -1164510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -1164513.375000 Penalty: 3188.660156
	Iteration 27Q: 3 clusters Score -1164513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -1164519.375000 Penalty: 3188.660156
	Iteration 28Q: 3 clusters Score -1164519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1164522.250000 Penalty: 3188.660156
	Iteration 29Q: 3 clusters Score -1164522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -1164523.750000 Penalty: 3188.660156
	Iteration 30Q: 3 clusters Score -1164524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1164529.250000 Penalty: 3188.660156
	Iteration 31Q: 3 clusters Score -1164529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1164528.500000 Penalty: 3188.660156
	Iteration 32Q: 3 clusters Score -1164528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -1164530.375000 Penalty: 3188.660156
	Iteration 33Q: 3 clusters Score -1164530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1164533.125000 Penalty: 3188.660156
	Iteration 34Q: 3 clusters Score -1164533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -1164535.750000 Penalty: 3188.660156
	Iteration 35Q: 3 clusters Score -1164536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -1164536.250000 Penalty: 3188.660156
	Iteration 36Q: 3 clusters Score -1164536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -1164540.125000 Penalty: 3188.660156
	Iteration 37Q: 3 clusters Score -1164540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -1164541.125000 Penalty: 3188.660156
	Iteration 38Q: 3 clusters Score -1164541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -1164543.375000 Penalty: 3188.660156
	Iteration 39Q: 3 clusters Score -1164543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -1164544.375000 Penalty: 3188.660156
	Iteration 40F: 3 clusters Score -1164544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -1164544.750000 Penalty: 3188.660156
	Iteration 41Q: 3 clusters Score -1164545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -1164543.750000 Penalty: 3188.660156
	Iteration 42Q: 3 clusters Score -1164544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -1164543.750000 Penalty: 3188.660156
	Iteration 43F: 3 clusters Score -1164544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Entering Unmasked Estep 
Score: -1495870.875000 Penalty: 1633.491089
	Iteration 0F: 2 clusters Score -1495871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1480260.625000 Penalty: 3266.982178
	Iteration 0F: 3 clusters Score -1480261 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1485986.250000 Penalty: 3266.982178
	Iteration 1F: 3 clusters Score -1485986 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1486276.250000 Penalty: 3266.982178
	Iteration 2Q: 3 clusters Score -1486276 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1486527.000000 Penalty: 3266.982178
	Iteration 3Q: 3 clusters Score -1486527 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1486771.375000 Penalty: 3266.982178
	Iteration 4Q: 3 clusters Score -1486771 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1487015.750000 Penalty: 3266.982178
	Iteration 5Q: 3 clusters Score -1487016 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1487317.250000 Penalty: 3266.982178
	Iteration 6Q: 3 clusters Score -1487317 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1487731.375000 Penalty: 3266.982178
	Iteration 7Q: 3 clusters Score -1487731 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1488330.000000 Penalty: 3266.982178
	Iteration 8Q: 3 clusters Score -1488330 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1489197.125000 Penalty: 3266.982178
	Iteration 9F: 3 clusters Score -1489197 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1490334.375000 Penalty: 3266.982178
	Iteration 10F: 3 clusters Score -1490334 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1491641.375000 Penalty: 3266.982178
	Iteration 11F: 3 clusters Score -1491641 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1492728.625000 Penalty: 3266.982178
	Iteration 12F: 3 clusters Score -1492729 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1493425.000000 Penalty: 3266.982178
	Iteration 13Q: 3 clusters Score -1493425 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1493735.250000 Penalty: 3266.982178
	Iteration 14Q: 3 clusters Score -1493735 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1493901.875000 Penalty: 3266.982178
	Iteration 15Q: 3 clusters Score -1493902 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1494025.125000 Penalty: 3266.982178
	Iteration 16Q: 3 clusters Score -1494025 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1494102.000000 Penalty: 3266.982178
	Iteration 17Q: 3 clusters Score -1494102 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1494158.875000 Penalty: 3266.982178
	Iteration 18Q: 3 clusters Score -1494159 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1494207.500000 Penalty: 3266.982178
	Iteration 19Q: 3 clusters Score -1494208 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1494253.625000 Penalty: 3266.982178
	Iteration 20F: 3 clusters Score -1494254 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1494282.875000 Penalty: 3266.982178
	Iteration 21Q: 3 clusters Score -1494283 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1494309.750000 Penalty: 3266.982178
	Iteration 22Q: 3 clusters Score -1494310 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1494334.375000 Penalty: 3266.982178
	Iteration 23Q: 3 clusters Score -1494334 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1494354.125000 Penalty: 3266.982178
	Iteration 24Q: 3 clusters Score -1494354 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1494377.250000 Penalty: 3266.982178
	Iteration 25Q: 3 clusters Score -1494377 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1494389.000000 Penalty: 3266.982178
	Iteration 26Q: 3 clusters Score -1494389 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1494399.500000 Penalty: 3266.982178
	Iteration 27Q: 3 clusters Score -1494400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1494410.125000 Penalty: 3266.982178
	Iteration 28Q: 3 clusters Score -1494410 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1494420.250000 Penalty: 3266.982178
	Iteration 29Q: 3 clusters Score -1494420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1494426.500000 Penalty: 3266.982178
	Iteration 30Q: 3 clusters Score -1494426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1494436.000000 Penalty: 3266.982178
	Iteration 31Q: 3 clusters Score -1494436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1494450.125000 Penalty: 3266.982178
	Iteration 32Q: 3 clusters Score -1494450 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1494457.500000 Penalty: 3266.982178
	Iteration 33Q: 3 clusters Score -1494458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1494472.625000 Penalty: 3266.982178
	Iteration 34Q: 3 clusters Score -1494473 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1494478.750000 Penalty: 3266.982178
	Iteration 35Q: 3 clusters Score -1494479 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1494483.625000 Penalty: 3266.982178
	Iteration 36Q: 3 clusters Score -1494484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1494489.500000 Penalty: 3266.982178
	Iteration 37Q: 3 clusters Score -1494490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1494498.625000 Penalty: 3266.982178
	Iteration 38Q: 3 clusters Score -1494499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1494500.875000 Penalty: 3266.982178
	Iteration 39Q: 3 clusters Score -1494501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1494507.375000 Penalty: 3266.982178
	Iteration 40F: 3 clusters Score -1494507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1494508.000000 Penalty: 3266.982178
	Iteration 41Q: 3 clusters Score -1494508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1494514.250000 Penalty: 3266.982178
	Iteration 42Q: 3 clusters Score -1494514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1494521.250000 Penalty: 3266.982178
	Iteration 43Q: 3 clusters Score -1494521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1494523.500000 Penalty: 3266.982178
	Iteration 44Q: 3 clusters Score -1494524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1494530.375000 Penalty: 3266.982178
	Iteration 45Q: 3 clusters Score -1494530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1494532.500000 Penalty: 3266.982178
	Iteration 46Q: 3 clusters Score -1494532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1494540.625000 Penalty: 3266.982178
	Iteration 47Q: 3 clusters Score -1494541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1494544.750000 Penalty: 3266.982178
	Iteration 48Q: 3 clusters Score -1494545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1494543.375000 Penalty: 3266.982178
	Iteration 49Q: 3 clusters Score -1494543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1494546.125000 Penalty: 3266.982178
	Iteration 50Q: 3 clusters Score -1494546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1494547.500000 Penalty: 3266.982178
	Iteration 51Q: 3 clusters Score -1494548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1494550.750000 Penalty: 3266.982178
	Iteration 52Q: 3 clusters Score -1494551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1494553.625000 Penalty: 3266.982178
	Iteration 53Q: 3 clusters Score -1494554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1494552.375000 Penalty: 3266.982178
	Iteration 54Q: 3 clusters Score -1494552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1494553.875000 Penalty: 3266.982178
	Iteration 55Q: 3 clusters Score -1494554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1494554.375000 Penalty: 3266.982178
	Iteration 56Q: 3 clusters Score -1494554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1494556.125000 Penalty: 3266.982178
	Iteration 57Q: 3 clusters Score -1494556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1494552.500000 Penalty: 3266.982178
	Iteration 58Q: 3 clusters Score -1494552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1494556.875000 Penalty: 3266.982178
	Iteration 59Q: 3 clusters Score -1494557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1494559.125000 Penalty: 3266.982178
	Iteration 60F: 3 clusters Score -1494559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1494558.750000 Penalty: 3266.982178
	Iteration 61Q: 3 clusters Score -1494559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1494561.000000 Penalty: 3266.982178
	Iteration 62Q: 3 clusters Score -1494561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1494562.875000 Penalty: 3266.982178
	Iteration 63Q: 3 clusters Score -1494563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1494569.875000 Penalty: 3266.982178
	Iteration 64Q: 3 clusters Score -1494570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1494572.250000 Penalty: 3266.982178
	Iteration 65Q: 3 clusters Score -1494572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1494578.375000 Penalty: 3266.982178
	Iteration 66Q: 3 clusters Score -1494578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1494581.500000 Penalty: 3266.982178
	Iteration 67Q: 3 clusters Score -1494582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1494587.375000 Penalty: 3266.982178
	Iteration 68Q: 3 clusters Score -1494587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1494592.375000 Penalty: 3266.982178
	Iteration 69Q: 3 clusters Score -1494592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1494590.625000 Penalty: 3266.982178
	Iteration 70Q: 3 clusters Score -1494591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1494591.875000 Penalty: 3266.982178
	Iteration 71Q: 3 clusters Score -1494592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1494596.375000 Penalty: 3266.982178
	Iteration 72Q: 3 clusters Score -1494596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1494597.625000 Penalty: 3266.982178
	Iteration 73Q: 3 clusters Score -1494598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1494594.250000 Penalty: 3266.982178
	Iteration 74Q: 3 clusters Score -1494594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1494596.000000 Penalty: 3266.982178
	Iteration 75Q: 3 clusters Score -1494596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1494596.125000 Penalty: 3266.982178
	Iteration 76Q: 3 clusters Score -1494596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1494595.625000 Penalty: 3266.982178
	Iteration 77Q: 3 clusters Score -1494596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1494597.875000 Penalty: 3266.982178
	Iteration 78Q: 3 clusters Score -1494598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1494603.625000 Penalty: 3266.982178
	Iteration 79Q: 3 clusters Score -1494604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1494605.500000 Penalty: 3266.982178
	Iteration 80F: 3 clusters Score -1494606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1494607.375000 Penalty: 3266.982178
	Iteration 81Q: 3 clusters Score -1494607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1494606.000000 Penalty: 3266.982178
	Iteration 82Q: 3 clusters Score -1494606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1494607.500000 Penalty: 3266.982178
	Iteration 83Q: 3 clusters Score -1494608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1494610.375000 Penalty: 3266.982178
	Iteration 84Q: 3 clusters Score -1494610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1494610.125000 Penalty: 3266.982178
	Iteration 85Q: 3 clusters Score -1494610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1494610.625000 Penalty: 3266.982178
	Iteration 86Q: 3 clusters Score -1494611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1494610.625000 Penalty: 3266.982178
	Iteration 87F: 3 clusters Score -1494611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 4 contains 22977 members 
Mstep: Class 6 contains 33148 members 
Mstep: Class 7 contains 190230 members 
Mstep: Class 9 contains 2123 members 
Mstep: Class 11 contains 6159 members 
Mstep: Class 12 contains 281107 members 
Mstep: Class 13 contains 19699 members 
Mstep: Class 17 contains 7331 members 
Mstep: Class 18 contains 18105 members 
Mstep: Class 19 contains 29094 members 
Mstep: Class 20 contains 18238 members 
Mstep: Class 21 contains 23208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41774992.000000 Penalty: 28378.910156
Iteration 39Q: 14 clusters Score -4.177499e+07 nChanged 13858
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 4 contains 23127 members 
Mstep: Class 6 contains 33199 members 
Mstep: Class 7 contains 185215 members 
Mstep: Class 9 contains 1876 members 
Mstep: Class 11 contains 6285 members 
Mstep: Class 12 contains 286747 members 
Mstep: Class 13 contains 18978 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 18 contains 18199 members 
Mstep: Class 19 contains 28495 members 
Mstep: Class 20 contains 19390 members 
Mstep: Class 21 contains 22845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41780100.000000 Penalty: 28378.910156
Iteration 40F: 14 clusters Score -4.17801e+07 nChanged 12017
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 4 contains 23171 members 
Mstep: Class 6 contains 33157 members 
Mstep: Class 7 contains 179454 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 11 contains 6415 members 
Mstep: Class 12 contains 291688 members 
Mstep: Class 13 contains 18687 members 
Mstep: Class 17 contains 6971 members 
Mstep: Class 18 contains 18645 members 
Mstep: Class 19 contains 27934 members 
Mstep: Class 20 contains 20638 members 
Mstep: Class 21 contains 22465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41783428.000000 Penalty: 28378.910156
Iteration 41Q: 14 clusters Score -4.178343e+07 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 4 contains 23161 members 
Mstep: Class 6 contains 33083 members 
Mstep: Class 7 contains 174423 members 
Mstep: Class 9 contains 1551 members 
Mstep: Class 11 contains 6552 members 
Mstep: Class 12 contains 296197 members 
Mstep: Class 13 contains 18475 members 
Mstep: Class 17 contains 6771 members 
Mstep: Class 18 contains 18950 members 
Mstep: Class 19 contains 27374 members 
Mstep: Class 20 contains 21585 members 
Mstep: Class 21 contains 22091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41786348.000000 Penalty: 28378.910156
Iteration 42Q: 14 clusters Score -4.178635e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 4 contains 23125 members 
Mstep: Class 6 contains 32965 members 
Mstep: Class 7 contains 170104 members 
Mstep: Class 9 contains 1419 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 300239 members 
Mstep: Class 13 contains 18419 members 
Mstep: Class 17 contains 6593 members 
Mstep: Class 18 contains 19172 members 
Mstep: Class 19 contains 26750 members 
Mstep: Class 20 contains 22198 members 
Mstep: Class 21 contains 21725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41788296.000000 Penalty: 28378.910156
Iteration 43Q: 14 clusters Score -4.17883e+07 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 4 contains 23109 members 
Mstep: Class 6 contains 32829 members 
Mstep: Class 7 contains 166351 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 11 contains 6852 members 
Mstep: Class 12 contains 304020 members 
Mstep: Class 13 contains 18403 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 19272 members 
Mstep: Class 19 contains 26087 members 
Mstep: Class 20 contains 22482 members 
Mstep: Class 21 contains 21342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789584.000000 Penalty: 28378.910156
Iteration 44Q: 14 clusters Score -4.178958e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 4 contains 23074 members 
Mstep: Class 6 contains 32671 members 
Mstep: Class 7 contains 163194 members 
Mstep: Class 9 contains 1239 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 307424 members 
Mstep: Class 13 contains 18394 members 
Mstep: Class 17 contains 6302 members 
Mstep: Class 18 contains 19277 members 
Mstep: Class 19 contains 25411 members 
Mstep: Class 20 contains 22569 members 
Mstep: Class 21 contains 20988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41790596.000000 Penalty: 28378.910156
Iteration 45Q: 14 clusters Score -4.17906e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 4 contains 23035 members 
Mstep: Class 6 contains 32505 members 
Mstep: Class 7 contains 160511 members 
Mstep: Class 9 contains 1154 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 310439 members 
Mstep: Class 13 contains 18413 members 
Mstep: Class 17 contains 6190 members 
Mstep: Class 18 contains 19271 members 
Mstep: Class 19 contains 24777 members 
Mstep: Class 20 contains 22500 members 
Mstep: Class 21 contains 20617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791588.000000 Penalty: 28378.910156
Iteration 46Q: 14 clusters Score -4.179159e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 4 contains 22982 members 
Mstep: Class 6 contains 32304 members 
Mstep: Class 7 contains 158155 members 
Mstep: Class 9 contains 1092 members 
Mstep: Class 11 contains 7222 members 
Mstep: Class 12 contains 313279 members 
Mstep: Class 13 contains 18448 members 
Mstep: Class 17 contains 6086 members 
Mstep: Class 18 contains 19211 members 
Mstep: Class 19 contains 24175 members 
Mstep: Class 20 contains 22332 members 
Mstep: Class 21 contains 20219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41792256.000000 Penalty: 28378.910156
Iteration 47Q: 14 clusters Score -4.179226e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 4 contains 22941 members 
Mstep: Class 6 contains 32086 members 
Mstep: Class 7 contains 156075 members 
Mstep: Class 9 contains 1046 members 
Mstep: Class 11 contains 7305 members 
Mstep: Class 12 contains 315901 members 
Mstep: Class 13 contains 18502 members 
Mstep: Class 17 contains 5973 members 
Mstep: Class 18 contains 19134 members 
Mstep: Class 19 contains 23573 members 
Mstep: Class 20 contains 22110 members 
Mstep: Class 21 contains 19856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41792924.000000 Penalty: 28378.910156
Iteration 48Q: 14 clusters Score -4.179292e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 4 contains 22876 members 
Mstep: Class 6 contains 31836 members 
Mstep: Class 7 contains 154302 members 
Mstep: Class 9 contains 1005 members 
Mstep: Class 11 contains 7371 members 
Mstep: Class 12 contains 318406 members 
Mstep: Class 13 contains 18516 members 
Mstep: Class 17 contains 5869 members 
Mstep: Class 18 contains 19025 members 
Mstep: Class 19 contains 22966 members 
Mstep: Class 20 contains 21868 members 
Mstep: Class 21 contains 19537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41793364.000000 Penalty: 28378.910156
Iteration 49Q: 14 clusters Score -4.179336e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 4 contains 22821 members 
Mstep: Class 6 contains 31571 members 
Mstep: Class 7 contains 152638 members 
Mstep: Class 9 contains 981 members 
Mstep: Class 11 contains 7421 members 
Mstep: Class 12 contains 320822 members 
Mstep: Class 13 contains 18527 members 
Mstep: Class 17 contains 5759 members 
Mstep: Class 18 contains 18920 members 
Mstep: Class 19 contains 22382 members 
Mstep: Class 20 contains 21637 members 
Mstep: Class 21 contains 19234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794052.000000 Penalty: 28378.910156
Iteration 50Q: 14 clusters Score -4.179405e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 4 contains 22764 members 
Mstep: Class 6 contains 31302 members 
Mstep: Class 7 contains 151117 members 
Mstep: Class 9 contains 952 members 
Mstep: Class 11 contains 7470 members 
Mstep: Class 12 contains 323140 members 
Mstep: Class 13 contains 18545 members 
Mstep: Class 17 contains 5641 members 
Mstep: Class 18 contains 18793 members 
Mstep: Class 19 contains 21795 members 
Mstep: Class 20 contains 21435 members 
Mstep: Class 21 contains 18950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794244.000000 Penalty: 28378.910156
Iteration 51Q: 14 clusters Score -4.179424e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 4 contains 22679 members 
Mstep: Class 6 contains 31039 members 
Mstep: Class 7 contains 149731 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 11 contains 7520 members 
Mstep: Class 12 contains 325270 members 
Mstep: Class 13 contains 18570 members 
Mstep: Class 17 contains 5529 members 
Mstep: Class 18 contains 18678 members 
Mstep: Class 19 contains 21227 members 
Mstep: Class 20 contains 21264 members 
Mstep: Class 21 contains 18671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794464.000000 Penalty: 28378.910156
Iteration 52Q: 14 clusters Score -4.179446e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 4 contains 22616 members 
Mstep: Class 6 contains 30813 members 
Mstep: Class 7 contains 148497 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 11 contains 7565 members 
Mstep: Class 12 contains 327166 members 
Mstep: Class 13 contains 18609 members 
Mstep: Class 17 contains 5407 members 
Mstep: Class 18 contains 18526 members 
Mstep: Class 19 contains 20700 members 
Mstep: Class 20 contains 21102 members 
Mstep: Class 21 contains 18432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795040.000000 Penalty: 28378.910156
Iteration 53Q: 14 clusters Score -4.179504e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 4 contains 22546 members 
Mstep: Class 6 contains 30582 members 
Mstep: Class 7 contains 147434 members 
Mstep: Class 9 contains 886 members 
Mstep: Class 11 contains 7603 members 
Mstep: Class 12 contains 328853 members 
Mstep: Class 13 contains 18659 members 
Mstep: Class 17 contains 5291 members 
Mstep: Class 18 contains 18388 members 
Mstep: Class 19 contains 20206 members 
Mstep: Class 20 contains 20945 members 
Mstep: Class 21 contains 18186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795476.000000 Penalty: 28378.910156
Iteration 54Q: 14 clusters Score -4.179548e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 4 contains 22490 members 
Mstep: Class 6 contains 30345 members 
Mstep: Class 7 contains 146429 members 
Mstep: Class 9 contains 867 members 
Mstep: Class 11 contains 7636 members 
Mstep: Class 12 contains 330470 members 
Mstep: Class 13 contains 18691 members 
Mstep: Class 17 contains 5198 members 
Mstep: Class 18 contains 18239 members 
Mstep: Class 19 contains 19747 members 
Mstep: Class 20 contains 20795 members 
Mstep: Class 21 contains 17961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795448.000000 Penalty: 28378.910156
Iteration 55Q: 14 clusters Score -4.179545e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 4 contains 22446 members 
Mstep: Class 6 contains 30134 members 
Mstep: Class 7 contains 145525 members 
Mstep: Class 9 contains 855 members 
Mstep: Class 11 contains 7665 members 
Mstep: Class 12 contains 331963 members 
Mstep: Class 13 contains 18721 members 
Mstep: Class 17 contains 5100 members 
Mstep: Class 18 contains 18108 members 
Mstep: Class 19 contains 19282 members 
Mstep: Class 20 contains 20622 members 
Mstep: Class 21 contains 17772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795744.000000 Penalty: 28378.910156
Iteration 56Q: 14 clusters Score -4.179574e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 4 contains 22395 members 
Mstep: Class 6 contains 29946 members 
Mstep: Class 7 contains 144679 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 11 contains 7685 members 
Mstep: Class 12 contains 333421 members 
Mstep: Class 13 contains 18712 members 
Mstep: Class 17 contains 5031 members 
Mstep: Class 18 contains 17992 members 
Mstep: Class 19 contains 18843 members 
Mstep: Class 20 contains 20502 members 
Mstep: Class 21 contains 17593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795988.000000 Penalty: 28378.910156
Iteration 57Q: 14 clusters Score -4.179599e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 4 contains 22348 members 
Mstep: Class 6 contains 29768 members 
Mstep: Class 7 contains 143905 members 
Mstep: Class 9 contains 827 members 
Mstep: Class 11 contains 7708 members 
Mstep: Class 12 contains 334847 members 
Mstep: Class 13 contains 18692 members 
Mstep: Class 17 contains 4958 members 
Mstep: Class 18 contains 17865 members 
Mstep: Class 19 contains 18431 members 
Mstep: Class 20 contains 20366 members 
Mstep: Class 21 contains 17415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796112.000000 Penalty: 28378.910156
Iteration 58Q: 14 clusters Score -4.179611e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 4 contains 22296 members 
Mstep: Class 6 contains 29598 members 
Mstep: Class 7 contains 143204 members 
Mstep: Class 9 contains 818 members 
Mstep: Class 11 contains 7726 members 
Mstep: Class 12 contains 336179 members 
Mstep: Class 13 contains 18679 members 
Mstep: Class 17 contains 4887 members 
Mstep: Class 18 contains 17741 members 
Mstep: Class 19 contains 18041 members 
Mstep: Class 20 contains 20255 members 
Mstep: Class 21 contains 17233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796488.000000 Penalty: 28378.910156
Iteration 59Q: 14 clusters Score -4.179649e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 4 contains 22243 members 
Mstep: Class 6 contains 29427 members 
Mstep: Class 7 contains 142516 members 
Mstep: Class 9 contains 818 members 
Mstep: Class 11 contains 7748 members 
Mstep: Class 12 contains 337486 members 
Mstep: Class 13 contains 18678 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 17630 members 
Mstep: Class 19 contains 17673 members 
Mstep: Class 20 contains 20154 members 
Mstep: Class 21 contains 17063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796640.000000 Penalty: 28378.910156
Iteration 60F: 14 clusters Score -4.179664e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 4 contains 22209 members 
Mstep: Class 6 contains 29257 members 
Mstep: Class 7 contains 141871 members 
Mstep: Class 9 contains 816 members 
Mstep: Class 11 contains 7765 members 
Mstep: Class 12 contains 338685 members 
Mstep: Class 13 contains 18681 members 
Mstep: Class 17 contains 4766 members 
Mstep: Class 18 contains 17531 members 
Mstep: Class 19 contains 17344 members 
Mstep: Class 20 contains 20050 members 
Mstep: Class 21 contains 16899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796704.000000 Penalty: 28378.910156
Iteration 61Q: 14 clusters Score -4.17967e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 4 contains 22161 members 
Mstep: Class 6 contains 29111 members 
Mstep: Class 7 contains 141261 members 
Mstep: Class 9 contains 805 members 
Mstep: Class 11 contains 7776 members 
Mstep: Class 12 contains 339742 members 
Mstep: Class 13 contains 18685 members 
Mstep: Class 17 contains 4716 members 
Mstep: Class 18 contains 17436 members 
Mstep: Class 19 contains 17068 members 
Mstep: Class 20 contains 19961 members 
Mstep: Class 21 contains 16752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796732.000000 Penalty: 28378.910156
Iteration 62Q: 14 clusters Score -4.179673e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 4 contains 22114 members 
Mstep: Class 6 contains 28985 members 
Mstep: Class 7 contains 140669 members 
Mstep: Class 9 contains 803 members 
Mstep: Class 11 contains 7787 members 
Mstep: Class 12 contains 340764 members 
Mstep: Class 13 contains 18679 members 
Mstep: Class 17 contains 4660 members 
Mstep: Class 18 contains 17344 members 
Mstep: Class 19 contains 16822 members 
Mstep: Class 20 contains 19881 members 
Mstep: Class 21 contains 16600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796796.000000 Penalty: 28378.910156
Iteration 63Q: 14 clusters Score -4.17968e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 4 contains 22075 members 
Mstep: Class 6 contains 28864 members 
Mstep: Class 7 contains 140140 members 
Mstep: Class 9 contains 797 members 
Mstep: Class 11 contains 7802 members 
Mstep: Class 12 contains 341684 members 
Mstep: Class 13 contains 18672 members 
Mstep: Class 17 contains 4617 members 
Mstep: Class 18 contains 17261 members 
Mstep: Class 19 contains 16601 members 
Mstep: Class 20 contains 19807 members 
Mstep: Class 21 contains 16459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796740.000000 Penalty: 28378.910156
Iteration 64Q: 14 clusters Score -4.179674e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 4 contains 22040 members 
Mstep: Class 6 contains 28744 members 
Mstep: Class 7 contains 139629 members 
Mstep: Class 9 contains 791 members 
Mstep: Class 11 contains 7816 members 
Mstep: Class 12 contains 342543 members 
Mstep: Class 13 contains 18664 members 
Mstep: Class 17 contains 4581 members 
Mstep: Class 18 contains 17191 members 
Mstep: Class 19 contains 16413 members 
Mstep: Class 20 contains 19739 members 
Mstep: Class 21 contains 16341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796844.000000 Penalty: 28378.910156
Iteration 65Q: 14 clusters Score -4.179684e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 4 contains 22017 members 
Mstep: Class 6 contains 28626 members 
Mstep: Class 7 contains 139179 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 11 contains 7829 members 
Mstep: Class 12 contains 343328 members 
Mstep: Class 13 contains 18656 members 
Mstep: Class 17 contains 4550 members 
Mstep: Class 18 contains 17114 members 
Mstep: Class 19 contains 16256 members 
Mstep: Class 20 contains 19664 members 
Mstep: Class 21 contains 16241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796944.000000 Penalty: 28378.910156
Iteration 66Q: 14 clusters Score -4.179694e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 4 contains 21998 members 
Mstep: Class 6 contains 28511 members 
Mstep: Class 7 contains 138761 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 7842 members 
Mstep: Class 12 contains 344065 members 
Mstep: Class 13 contains 18656 members 
Mstep: Class 17 contains 4521 members 
Mstep: Class 18 contains 17059 members 
Mstep: Class 19 contains 16124 members 
Mstep: Class 20 contains 19605 members 
Mstep: Class 21 contains 16145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797044.000000 Penalty: 28378.910156
Iteration 67Q: 14 clusters Score -4.179704e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 4 contains 21967 members 
Mstep: Class 6 contains 28408 members 
Mstep: Class 7 contains 138345 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 11 contains 7856 members 
Mstep: Class 12 contains 344794 members 
Mstep: Class 13 contains 18671 members 
Mstep: Class 17 contains 4476 members 
Mstep: Class 18 contains 17000 members 
Mstep: Class 19 contains 15981 members 
Mstep: Class 20 contains 19543 members 
Mstep: Class 21 contains 16080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797096.000000 Penalty: 28378.910156
Iteration 68Q: 14 clusters Score -4.17971e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 4 contains 21935 members 
Mstep: Class 6 contains 28303 members 
Mstep: Class 7 contains 137950 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 11 contains 7869 members 
Mstep: Class 12 contains 345494 members 
Mstep: Class 13 contains 18686 members 
Mstep: Class 17 contains 4427 members 
Mstep: Class 18 contains 16953 members 
Mstep: Class 19 contains 15848 members 
Mstep: Class 20 contains 19480 members 
Mstep: Class 21 contains 16020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797156.000000 Penalty: 28378.910156
Iteration 69Q: 14 clusters Score -4.179716e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 4 contains 21907 members 
Mstep: Class 6 contains 28224 members 
Mstep: Class 7 contains 137559 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 11 contains 7881 members 
Mstep: Class 12 contains 346182 members 
Mstep: Class 13 contains 18691 members 
Mstep: Class 17 contains 4392 members 
Mstep: Class 18 contains 16911 members 
Mstep: Class 19 contains 15740 members 
Mstep: Class 20 contains 19405 members 
Mstep: Class 21 contains 15950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797136.000000 Penalty: 28378.910156
Iteration 70Q: 14 clusters Score -4.179714e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 4 contains 21885 members 
Mstep: Class 6 contains 28156 members 
Mstep: Class 7 contains 137193 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 11 contains 7890 members 
Mstep: Class 12 contains 346822 members 
Mstep: Class 13 contains 18698 members 
Mstep: Class 17 contains 4360 members 
Mstep: Class 18 contains 16867 members 
Mstep: Class 19 contains 15642 members 
Mstep: Class 20 contains 19349 members 
Mstep: Class 21 contains 15885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797152.000000 Penalty: 28378.910156
Iteration 71Q: 14 clusters Score -4.179715e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 4 contains 21863 members 
Mstep: Class 6 contains 28089 members 
Mstep: Class 7 contains 136862 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 11 contains 7904 members 
Mstep: Class 12 contains 347389 members 
Mstep: Class 13 contains 18699 members 
Mstep: Class 17 contains 4339 members 
Mstep: Class 18 contains 16829 members 
Mstep: Class 19 contains 15553 members 
Mstep: Class 20 contains 19294 members 
Mstep: Class 21 contains 15828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797096.000000 Penalty: 28378.910156
Iteration 72Q: 14 clusters Score -4.17971e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 4 contains 21846 members 
Mstep: Class 6 contains 28027 members 
Mstep: Class 7 contains 136585 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 11 contains 7913 members 
Mstep: Class 12 contains 347919 members 
Mstep: Class 13 contains 18689 members 
Mstep: Class 17 contains 4318 members 
Mstep: Class 18 contains 16783 members 
Mstep: Class 19 contains 15465 members 
Mstep: Class 20 contains 19244 members 
Mstep: Class 21 contains 15768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797076.000000 Penalty: 28378.910156
Iteration 73Q: 14 clusters Score -4.179708e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 4 contains 21830 members 
Mstep: Class 6 contains 27985 members 
Mstep: Class 7 contains 136326 members 
Mstep: Class 9 contains 789 members 
Mstep: Class 11 contains 7924 members 
Mstep: Class 12 contains 348378 members 
Mstep: Class 13 contains 18688 members 
Mstep: Class 17 contains 4297 members 
Mstep: Class 18 contains 16744 members 
Mstep: Class 19 contains 15396 members 
Mstep: Class 20 contains 19190 members 
Mstep: Class 21 contains 15719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797124.000000 Penalty: 28378.910156
Iteration 74Q: 14 clusters Score -4.179712e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 4 contains 21809 members 
Mstep: Class 6 contains 27939 members 
Mstep: Class 7 contains 136102 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 11 contains 7936 members 
Mstep: Class 12 contains 348793 members 
Mstep: Class 13 contains 18686 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 16715 members 
Mstep: Class 19 contains 15336 members 
Mstep: Class 20 contains 19138 members 
Mstep: Class 21 contains 15674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797068.000000 Penalty: 28378.910156
Iteration 75Q: 14 clusters Score -4.179707e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 4 contains 21797 members 
Mstep: Class 6 contains 27890 members 
Mstep: Class 7 contains 135865 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 11 contains 7955 members 
Mstep: Class 12 contains 349221 members 
Mstep: Class 13 contains 18687 members 
Mstep: Class 17 contains 4262 members 
Mstep: Class 18 contains 16689 members 
Mstep: Class 19 contains 15277 members 
Mstep: Class 20 contains 19091 members 
Mstep: Class 21 contains 15613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797144.000000 Penalty: 28378.910156
Iteration 76Q: 14 clusters Score -4.179714e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 4 contains 21779 members 
Mstep: Class 6 contains 27849 members 
Mstep: Class 7 contains 135652 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 349613 members 
Mstep: Class 13 contains 18693 members 
Mstep: Class 17 contains 4245 members 
Mstep: Class 18 contains 16654 members 
Mstep: Class 19 contains 15224 members 
Mstep: Class 20 contains 19058 members 
Mstep: Class 21 contains 15561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797100.000000 Penalty: 28378.910156
Iteration 77Q: 14 clusters Score -4.17971e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 4 contains 21765 members 
Mstep: Class 6 contains 27808 members 
Mstep: Class 7 contains 135495 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 11 contains 7972 members 
Mstep: Class 12 contains 349950 members 
Mstep: Class 13 contains 18702 members 
Mstep: Class 17 contains 4228 members 
Mstep: Class 18 contains 16626 members 
Mstep: Class 19 contains 15180 members 
Mstep: Class 20 contains 19023 members 
Mstep: Class 21 contains 15508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797140.000000 Penalty: 28378.910156
Iteration 78Q: 14 clusters Score -4.179714e+07 nChanged 430
Entering ConstructFrom: 
Score: -41797140.000000 Penalty: 28378.910156
Entering ConstructFrom: 
Trying to split cluster 1 (49685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Entering Unmasked Estep 
Score: -3185638.000000 Penalty: 1757.187012
	Iteration 0F: 2 clusters Score -3185638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3152364.500000 Penalty: 3514.374023
	Iteration 0F: 3 clusters Score -3152364 nChanged 23253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -3165691.000000 Penalty: 3514.374023
	Iteration 1F: 3 clusters Score -3165691 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -3166574.500000 Penalty: 3514.374023
	Iteration 2Q: 3 clusters Score -3166574 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -3167519.000000 Penalty: 3514.374023
	Iteration 3Q: 3 clusters Score -3167519 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3168324.000000 Penalty: 3514.374023
	Iteration 4Q: 3 clusters Score -3168324 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -3169217.750000 Penalty: 3514.374023
	Iteration 5Q: 3 clusters Score -3169218 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3170323.000000 Penalty: 3514.374023
	Iteration 6Q: 3 clusters Score -3170323 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3171788.750000 Penalty: 3514.374023
	Iteration 7F: 3 clusters Score -3171789 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -3173547.750000 Penalty: 3514.374023
	Iteration 8F: 3 clusters Score -3173548 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -3175591.750000 Penalty: 3514.374023
	Iteration 9F: 3 clusters Score -3175592 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -3177370.000000 Penalty: 3514.374023
	Iteration 10F: 3 clusters Score -3177370 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -3178653.500000 Penalty: 3514.374023
	Iteration 11Q: 3 clusters Score -3178654 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3179372.250000 Penalty: 3514.374023
	Iteration 12Q: 3 clusters Score -3179372 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -3179803.500000 Penalty: 3514.374023
	Iteration 13Q: 3 clusters Score -3179804 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -3180120.000000 Penalty: 3514.374023
	Iteration 14Q: 3 clusters Score -3180120 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -3180413.250000 Penalty: 3514.374023
	Iteration 15Q: 3 clusters Score -3180413 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -3180724.250000 Penalty: 3514.374023
	Iteration 16Q: 3 clusters Score -3180724 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -3181038.000000 Penalty: 3514.374023
	Iteration 17Q: 3 clusters Score -3181038 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -3181379.500000 Penalty: 3514.374023
	Iteration 18Q: 3 clusters Score -3181380 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -3181707.750000 Penalty: 3514.374023
	Iteration 19Q: 3 clusters Score -3181708 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -3182039.000000 Penalty: 3514.374023
	Iteration 20F: 3 clusters Score -3182039 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -3182361.250000 Penalty: 3514.374023
	Iteration 21Q: 3 clusters Score -3182361 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -3182688.500000 Penalty: 3514.374023
	Iteration 22Q: 3 clusters Score -3182688 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -3183042.250000 Penalty: 3514.374023
	Iteration 23Q: 3 clusters Score -3183042 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -3183414.250000 Penalty: 3514.374023
	Iteration 24Q: 3 clusters Score -3183414 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -3183750.500000 Penalty: 3514.374023
	Iteration 25Q: 3 clusters Score -3183750 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -3184083.500000 Penalty: 3514.374023
	Iteration 26Q: 3 clusters Score -3184084 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -3184403.750000 Penalty: 3514.374023
	Iteration 27Q: 3 clusters Score -3184404 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -3184657.250000 Penalty: 3514.374023
	Iteration 28Q: 3 clusters Score -3184657 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -3184915.500000 Penalty: 3514.374023
	Iteration 29Q: 3 clusters Score -3184916 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -3185159.000000 Penalty: 3514.374023
	Iteration 30Q: 3 clusters Score -3185159 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -3185380.000000 Penalty: 3514.374023
	Iteration 31Q: 3 clusters Score -3185380 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -3185585.000000 Penalty: 3514.374023
	Iteration 32Q: 3 clusters Score -3185585 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -3185741.500000 Penalty: 3514.374023
	Iteration 33Q: 3 clusters Score -3185742 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -3185870.000000 Penalty: 3514.374023
	Iteration 34Q: 3 clusters Score -3185870 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -3185991.750000 Penalty: 3514.374023
	Iteration 35Q: 3 clusters Score -3185992 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -3186090.250000 Penalty: 3514.374023
	Iteration 36Q: 3 clusters Score -3186090 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -3186172.250000 Penalty: 3514.374023
	Iteration 37Q: 3 clusters Score -3186172 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -3186234.500000 Penalty: 3514.374023
	Iteration 38Q: 3 clusters Score -3186234 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -3186267.250000 Penalty: 3514.374023
	Iteration 39Q: 3 clusters Score -3186267 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -3186334.750000 Penalty: 3514.374023
	Iteration 40F: 3 clusters Score -3186335 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -3186379.000000 Penalty: 3514.374023
	Iteration 41Q: 3 clusters Score -3186379 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -3186415.500000 Penalty: 3514.374023
	Iteration 42Q: 3 clusters Score -3186416 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -3186432.500000 Penalty: 3514.374023
	Iteration 43Q: 3 clusters Score -3186432 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -3186452.750000 Penalty: 3514.374023
	Iteration 44Q: 3 clusters Score -3186453 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -3186471.500000 Penalty: 3514.374023
	Iteration 45Q: 3 clusters Score -3186472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -3186492.000000 Penalty: 3514.374023
	Iteration 46Q: 3 clusters Score -3186492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -3186509.750000 Penalty: 3514.374023
	Iteration 47Q: 3 clusters Score -3186510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -3186526.500000 Penalty: 3514.374023
	Iteration 48Q: 3 clusters Score -3186526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -3186542.000000 Penalty: 3514.374023
	Iteration 49Q: 3 clusters Score -3186542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -3186557.000000 Penalty: 3514.374023
	Iteration 50Q: 3 clusters Score -3186557 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -3186581.500000 Penalty: 3514.374023
	Iteration 51Q: 3 clusters Score -3186582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -3186581.250000 Penalty: 3514.374023
	Iteration 52Q: 3 clusters Score -3186581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -3186586.250000 Penalty: 3514.374023
	Iteration 53Q: 3 clusters Score -3186586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -3186585.750000 Penalty: 3514.374023
	Iteration 54Q: 3 clusters Score -3186586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -3186596.000000 Penalty: 3514.374023
	Iteration 55Q: 3 clusters Score -3186596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -3186593.750000 Penalty: 3514.374023
	Iteration 56Q: 3 clusters Score -3186594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -3186595.000000 Penalty: 3514.374023
	Iteration 57Q: 3 clusters Score -3186595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -3186593.500000 Penalty: 3514.374023
	Iteration 58Q: 3 clusters Score -3186594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -3186600.750000 Penalty: 3514.374023
	Iteration 59Q: 3 clusters Score -3186601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -3186601.250000 Penalty: 3514.374023
	Iteration 60F: 3 clusters Score -3186601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -3186600.000000 Penalty: 3514.374023
	Iteration 61Q: 3 clusters Score -3186600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -3186603.000000 Penalty: 3514.374023
	Iteration 62Q: 3 clusters Score -3186603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -3186601.500000 Penalty: 3514.374023
	Iteration 63Q: 3 clusters Score -3186602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -3186601.000000 Penalty: 3514.374023
	Iteration 64Q: 3 clusters Score -3186601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -3186601.000000 Penalty: 3514.374023
	Iteration 65F: 3 clusters Score -3186601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 48240 members 
Mstep: Class 4 contains 21746 members 
Mstep: Class 6 contains 27773 members 
Mstep: Class 7 contains 135349 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 11 contains 7976 members 
Mstep: Class 12 contains 350249 members 
Mstep: Class 13 contains 18712 members 
Mstep: Class 17 contains 4211 members 
Mstep: Class 18 contains 16602 members 
Mstep: Class 19 contains 15145 members 
Mstep: Class 20 contains 18994 members 
Mstep: Class 21 contains 15465 members 
Entering Unmasked Estep 
Score: -41797648.000000 Penalty: 30561.902344
Splitting cluster 1 changes total score from -41797140.000000 to -41797648.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (21746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Entering Unmasked Estep 
Score: -1375679.875000 Penalty: 1622.917603
	Iteration 0F: 2 clusters Score -1375680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1360816.750000 Penalty: 3245.835205
	Iteration 0F: 3 clusters Score -1360817 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1366497.875000 Penalty: 3245.835205
	Iteration 1F: 3 clusters Score -1366498 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1367120.750000 Penalty: 3245.835205
	Iteration 2F: 3 clusters Score -1367121 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1367769.875000 Penalty: 3245.835205
	Iteration 3F: 3 clusters Score -1367770 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1368468.250000 Penalty: 3245.835205
	Iteration 4F: 3 clusters Score -1368468 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1369167.625000 Penalty: 3245.835205
	Iteration 5F: 3 clusters Score -1369168 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1369932.750000 Penalty: 3245.835205
	Iteration 6F: 3 clusters Score -1369933 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1370874.625000 Penalty: 3245.835205
	Iteration 7F: 3 clusters Score -1370875 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1371936.750000 Penalty: 3245.835205
	Iteration 8F: 3 clusters Score -1371937 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -1372927.625000 Penalty: 3245.835205
	Iteration 9F: 3 clusters Score -1372928 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -1373743.000000 Penalty: 3245.835205
	Iteration 10Q: 3 clusters Score -1373743 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -1374303.750000 Penalty: 3245.835205
	Iteration 11Q: 3 clusters Score -1374304 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -1374730.375000 Penalty: 3245.835205
	Iteration 12Q: 3 clusters Score -1374730 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -1375016.625000 Penalty: 3245.835205
	Iteration 13Q: 3 clusters Score -1375017 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -1375170.375000 Penalty: 3245.835205
	Iteration 14Q: 3 clusters Score -1375170 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -1375271.250000 Penalty: 3245.835205
	Iteration 15Q: 3 clusters Score -1375271 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -1375327.875000 Penalty: 3245.835205
	Iteration 16Q: 3 clusters Score -1375328 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -1375371.750000 Penalty: 3245.835205
	Iteration 17Q: 3 clusters Score -1375372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -1375398.000000 Penalty: 3245.835205
	Iteration 18Q: 3 clusters Score -1375398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -1375407.000000 Penalty: 3245.835205
	Iteration 19Q: 3 clusters Score -1375407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -1375414.375000 Penalty: 3245.835205
	Iteration 20F: 3 clusters Score -1375414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -1375418.625000 Penalty: 3245.835205
	Iteration 21Q: 3 clusters Score -1375419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -1375422.375000 Penalty: 3245.835205
	Iteration 22Q: 3 clusters Score -1375422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -1375421.000000 Penalty: 3245.835205
	Iteration 23Q: 3 clusters Score -1375421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -1375422.250000 Penalty: 3245.835205
	Iteration 24Q: 3 clusters Score -1375422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -1375422.000000 Penalty: 3245.835205
	Iteration 25Q: 3 clusters Score -1375422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -1375425.375000 Penalty: 3245.835205
	Iteration 26Q: 3 clusters Score -1375425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -1375427.750000 Penalty: 3245.835205
	Iteration 27Q: 3 clusters Score -1375428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -1375428.000000 Penalty: 3245.835205
	Iteration 28Q: 3 clusters Score -1375428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -1375428.000000 Penalty: 3245.835205
	Iteration 29F: 3 clusters Score -1375428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Entering Unmasked Estep 
Score: -1771937.125000 Penalty: 1662.670654
	Iteration 0F: 2 clusters Score -1771937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1753212.125000 Penalty: 3325.341309
	Iteration 0F: 3 clusters Score -1753212 nChanged 12720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1760071.375000 Penalty: 3325.341309
	Iteration 1F: 3 clusters Score -1760071 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1760420.500000 Penalty: 3325.341309
	Iteration 2Q: 3 clusters Score -1760420 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1760782.500000 Penalty: 3325.341309
	Iteration 3Q: 3 clusters Score -1760782 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1761173.500000 Penalty: 3325.341309
	Iteration 4Q: 3 clusters Score -1761174 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1761584.500000 Penalty: 3325.341309
	Iteration 5Q: 3 clusters Score -1761584 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1762064.625000 Penalty: 3325.341309
	Iteration 6Q: 3 clusters Score -1762065 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1762645.875000 Penalty: 3325.341309
	Iteration 7Q: 3 clusters Score -1762646 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1763291.125000 Penalty: 3325.341309
	Iteration 8Q: 3 clusters Score -1763291 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1764030.500000 Penalty: 3325.341309
	Iteration 9Q: 3 clusters Score -1764030 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1764894.500000 Penalty: 3325.341309
	Iteration 10Q: 3 clusters Score -1764894 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1765770.625000 Penalty: 3325.341309
	Iteration 11Q: 3 clusters Score -1765771 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1766407.375000 Penalty: 3325.341309
	Iteration 12Q: 3 clusters Score -1766407 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1766728.125000 Penalty: 3325.341309
	Iteration 13Q: 3 clusters Score -1766728 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1766920.250000 Penalty: 3325.341309
	Iteration 14Q: 3 clusters Score -1766920 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1767075.375000 Penalty: 3325.341309
	Iteration 15Q: 3 clusters Score -1767075 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1767230.875000 Penalty: 3325.341309
	Iteration 16Q: 3 clusters Score -1767231 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1767398.875000 Penalty: 3325.341309
	Iteration 17Q: 3 clusters Score -1767399 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1767572.500000 Penalty: 3325.341309
	Iteration 18Q: 3 clusters Score -1767572 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1767761.500000 Penalty: 3325.341309
	Iteration 19Q: 3 clusters Score -1767762 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1767936.000000 Penalty: 3325.341309
	Iteration 20F: 3 clusters Score -1767936 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1768093.375000 Penalty: 3325.341309
	Iteration 21Q: 3 clusters Score -1768093 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1768233.375000 Penalty: 3325.341309
	Iteration 22Q: 3 clusters Score -1768233 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1768371.625000 Penalty: 3325.341309
	Iteration 23Q: 3 clusters Score -1768372 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1768531.125000 Penalty: 3325.341309
	Iteration 24Q: 3 clusters Score -1768531 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1768680.125000 Penalty: 3325.341309
	Iteration 25Q: 3 clusters Score -1768680 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1768836.250000 Penalty: 3325.341309
	Iteration 26Q: 3 clusters Score -1768836 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1768983.125000 Penalty: 3325.341309
	Iteration 27Q: 3 clusters Score -1768983 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1769124.125000 Penalty: 3325.341309
	Iteration 28Q: 3 clusters Score -1769124 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1769277.250000 Penalty: 3325.341309
	Iteration 29Q: 3 clusters Score -1769277 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1769427.875000 Penalty: 3325.341309
	Iteration 30Q: 3 clusters Score -1769428 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1769568.375000 Penalty: 3325.341309
	Iteration 31Q: 3 clusters Score -1769568 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1769694.875000 Penalty: 3325.341309
	Iteration 32Q: 3 clusters Score -1769695 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1769823.750000 Penalty: 3325.341309
	Iteration 33Q: 3 clusters Score -1769824 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1769951.750000 Penalty: 3325.341309
	Iteration 34Q: 3 clusters Score -1769952 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1770057.500000 Penalty: 3325.341309
	Iteration 35Q: 3 clusters Score -1770058 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1770146.500000 Penalty: 3325.341309
	Iteration 36Q: 3 clusters Score -1770146 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1770214.875000 Penalty: 3325.341309
	Iteration 37Q: 3 clusters Score -1770215 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1770272.000000 Penalty: 3325.341309
	Iteration 38Q: 3 clusters Score -1770272 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1770327.625000 Penalty: 3325.341309
	Iteration 39Q: 3 clusters Score -1770328 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1770379.625000 Penalty: 3325.341309
	Iteration 40F: 3 clusters Score -1770380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1770428.125000 Penalty: 3325.341309
	Iteration 41Q: 3 clusters Score -1770428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1770445.125000 Penalty: 3325.341309
	Iteration 42Q: 3 clusters Score -1770445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1770462.875000 Penalty: 3325.341309
	Iteration 43Q: 3 clusters Score -1770463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1770471.500000 Penalty: 3325.341309
	Iteration 44Q: 3 clusters Score -1770472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1770477.250000 Penalty: 3325.341309
	Iteration 45Q: 3 clusters Score -1770477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1770491.625000 Penalty: 3325.341309
	Iteration 46Q: 3 clusters Score -1770492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1770501.375000 Penalty: 3325.341309
	Iteration 47Q: 3 clusters Score -1770501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1770510.000000 Penalty: 3325.341309
	Iteration 48Q: 3 clusters Score -1770510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1770510.625000 Penalty: 3325.341309
	Iteration 49Q: 3 clusters Score -1770511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1770511.250000 Penalty: 3325.341309
	Iteration 50Q: 3 clusters Score -1770511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1770512.875000 Penalty: 3325.341309
	Iteration 51Q: 3 clusters Score -1770513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1770521.000000 Penalty: 3325.341309
	Iteration 52Q: 3 clusters Score -1770521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1770529.875000 Penalty: 3325.341309
	Iteration 53Q: 3 clusters Score -1770530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1770534.375000 Penalty: 3325.341309
	Iteration 54Q: 3 clusters Score -1770534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1770536.375000 Penalty: 3325.341309
	Iteration 55Q: 3 clusters Score -1770536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1770537.125000 Penalty: 3325.341309
	Iteration 56Q: 3 clusters Score -1770537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1770540.625000 Penalty: 3325.341309
	Iteration 57Q: 3 clusters Score -1770541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1770544.000000 Penalty: 3325.341309
	Iteration 58Q: 3 clusters Score -1770544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1770544.875000 Penalty: 3325.341309
	Iteration 59Q: 3 clusters Score -1770545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1770546.750000 Penalty: 3325.341309
	Iteration 60F: 3 clusters Score -1770547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1770546.625000 Penalty: 3325.341309
	Iteration 61Q: 3 clusters Score -1770547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1770549.750000 Penalty: 3325.341309
	Iteration 62Q: 3 clusters Score -1770550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1770550.875000 Penalty: 3325.341309
	Iteration 63Q: 3 clusters Score -1770551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1770551.500000 Penalty: 3325.341309
	Iteration 64Q: 3 clusters Score -1770552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1770553.875000 Penalty: 3325.341309
	Iteration 65Q: 3 clusters Score -1770554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1770553.250000 Penalty: 3325.341309
	Iteration 66Q: 3 clusters Score -1770553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1770554.000000 Penalty: 3325.341309
	Iteration 67Q: 3 clusters Score -1770554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1770554.000000 Penalty: 3325.341309
	Iteration 68F: 3 clusters Score -1770554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (135349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135349 members 
Entering Unmasked Estep 
Score: -8659599.000000 Penalty: 1920.036865
	Iteration 0F: 2 clusters Score -8659599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67854 members 
Mstep: Class 2 contains 67495 members 
Entering Unmasked Estep 
Score: -8568801.000000 Penalty: 3840.073730
	Iteration 0F: 3 clusters Score -8568801 nChanged 65160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69306 members 
Mstep: Class 2 contains 66043 members 
Entering Unmasked Estep 
Score: -8606858.000000 Penalty: 3840.073730
	Iteration 1F: 3 clusters Score -8606858 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70240 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -8607653.000000 Penalty: 3840.073730
	Iteration 2Q: 3 clusters Score -8607653 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 63544 members 
Entering Unmasked Estep 
Score: -8608597.000000 Penalty: 3840.073730
	Iteration 3Q: 3 clusters Score -8608597 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74038 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -8609942.000000 Penalty: 3840.073730
	Iteration 4Q: 3 clusters Score -8609942 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77461 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -8612116.000000 Penalty: 3840.073730
	Iteration 5Q: 3 clusters Score -8612116 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -8615128.000000 Penalty: 3840.073730
	Iteration 6Q: 3 clusters Score -8615128 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89064 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -8619756.000000 Penalty: 3840.073730
	Iteration 7F: 3 clusters Score -8619756 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97388 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -8625918.000000 Penalty: 3840.073730
	Iteration 8F: 3 clusters Score -8625918 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106592 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -8633288.000000 Penalty: 3840.073730
	Iteration 9F: 3 clusters Score -8633288 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115642 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -8641058.000000 Penalty: 3840.073730
	Iteration 10F: 3 clusters Score -8641058 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123306 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -8647604.000000 Penalty: 3840.073730
	Iteration 11F: 3 clusters Score -8647604 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128844 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -8652519.000000 Penalty: 3840.073730
	Iteration 12Q: 3 clusters Score -8652519 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132229 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -8655475.000000 Penalty: 3840.073730
	Iteration 13Q: 3 clusters Score -8655475 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133919 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8656891.000000 Penalty: 3840.073730
	Iteration 14Q: 3 clusters Score -8656891 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134588 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8657457.000000 Penalty: 3840.073730
	Iteration 15Q: 3 clusters Score -8657457 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134856 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8657695.000000 Penalty: 3840.073730
	Iteration 16Q: 3 clusters Score -8657695 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134963 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8657801.000000 Penalty: 3840.073730
	Iteration 17Q: 3 clusters Score -8657801 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135009 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8657860.000000 Penalty: 3840.073730
	Iteration 18Q: 3 clusters Score -8657860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135023 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8657892.000000 Penalty: 3840.073730
	Iteration 19Q: 3 clusters Score -8657892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135037 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8657916.000000 Penalty: 3840.073730
	Iteration 20F: 3 clusters Score -8657916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135044 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8657920.000000 Penalty: 3840.073730
	Iteration 21Q: 3 clusters Score -8657920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135051 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8657942.000000 Penalty: 3840.073730
	Iteration 22Q: 3 clusters Score -8657942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135055 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8657940.000000 Penalty: 3840.073730
	Iteration 23Q: 3 clusters Score -8657940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135056 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8657948.000000 Penalty: 3840.073730
	Iteration 24Q: 3 clusters Score -8657948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135058 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8657949.000000 Penalty: 3840.073730
	Iteration 25Q: 3 clusters Score -8657949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135059 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8657954.000000 Penalty: 3840.073730
	Iteration 26Q: 3 clusters Score -8657954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135060 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8657963.000000 Penalty: 3840.073730
	Iteration 27Q: 3 clusters Score -8657963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135063 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8657958.000000 Penalty: 3840.073730
	Iteration 28Q: 3 clusters Score -8657958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135066 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8657965.000000 Penalty: 3840.073730
	Iteration 29Q: 3 clusters Score -8657965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135068 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8657966.000000 Penalty: 3840.073730
	Iteration 30Q: 3 clusters Score -8657966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135069 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8657969.000000 Penalty: 3840.073730
	Iteration 31Q: 3 clusters Score -8657969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135069 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8657969.000000 Penalty: 3840.073730
	Iteration 32F: 3 clusters Score -8657969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -47946.371094 Penalty: 1082.759033
	Iteration 0F: 2 clusters Score -47946.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -46683.570312 Penalty: 2165.518066
	Iteration 0F: 3 clusters Score -46683.57 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -46915.714844 Penalty: 2165.518066
	Iteration 1F: 3 clusters Score -46915.71 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -46985.394531 Penalty: 2165.518066
	Iteration 2F: 3 clusters Score -46985.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47013.777344 Penalty: 2165.518066
	Iteration 3Q: 3 clusters Score -47013.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47035.128906 Penalty: 2165.518066
	Iteration 4Q: 3 clusters Score -47035.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47043.859375 Penalty: 2165.518066
	Iteration 5Q: 3 clusters Score -47043.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47048.417969 Penalty: 2165.518066
	Iteration 6Q: 3 clusters Score -47048.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -47051.316406 Penalty: 2165.518066
	Iteration 7Q: 3 clusters Score -47051.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -47055.804688 Penalty: 2165.518066
	Iteration 8Q: 3 clusters Score -47055.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -47061.265625 Penalty: 2165.518066
	Iteration 9Q: 3 clusters Score -47061.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47063.500000 Penalty: 2165.518066
	Iteration 10Q: 3 clusters Score -47063.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47065.382812 Penalty: 2165.518066
	Iteration 11Q: 3 clusters Score -47065.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47065.382812 Penalty: 2165.518066
	Iteration 12F: 3 clusters Score -47065.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -503748.593750 Penalty: 1459.931152
	Iteration 0F: 2 clusters Score -503748.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -497877.312500 Penalty: 2919.862305
	Iteration 0F: 3 clusters Score -497877.3 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -499739.687500 Penalty: 2919.862305
	Iteration 1F: 3 clusters Score -499739.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -499977.218750 Penalty: 2919.862305
	Iteration 2F: 3 clusters Score -499977.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -500170.812500 Penalty: 2919.862305
	Iteration 3F: 3 clusters Score -500170.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -500344.031250 Penalty: 2919.862305
	Iteration 4Q: 3 clusters Score -500344 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -500527.718750 Penalty: 2919.862305
	Iteration 5Q: 3 clusters Score -500527.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -500738.562500 Penalty: 2919.862305
	Iteration 6Q: 3 clusters Score -500738.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -500976.062500 Penalty: 2919.862305
	Iteration 7Q: 3 clusters Score -500976.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -501265.750000 Penalty: 2919.862305
	Iteration 8F: 3 clusters Score -501265.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -501667.281250 Penalty: 2919.862305
	Iteration 9F: 3 clusters Score -501667.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -502090.968750 Penalty: 2919.862305
	Iteration 10F: 3 clusters Score -502091 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -502487.812500 Penalty: 2919.862305
	Iteration 11F: 3 clusters Score -502487.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -502747.250000 Penalty: 2919.862305
	Iteration 12Q: 3 clusters Score -502747.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -502910.281250 Penalty: 2919.862305
	Iteration 13Q: 3 clusters Score -502910.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -502993.375000 Penalty: 2919.862305
	Iteration 14Q: 3 clusters Score -502993.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -503046.250000 Penalty: 2919.862305
	Iteration 15Q: 3 clusters Score -503046.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -503081.156250 Penalty: 2919.862305
	Iteration 16Q: 3 clusters Score -503081.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -503104.250000 Penalty: 2919.862305
	Iteration 17Q: 3 clusters Score -503104.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -503125.562500 Penalty: 2919.862305
	Iteration 18Q: 3 clusters Score -503125.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -503148.593750 Penalty: 2919.862305
	Iteration 19Q: 3 clusters Score -503148.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -503165.812500 Penalty: 2919.862305
	Iteration 20F: 3 clusters Score -503165.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -503184.875000 Penalty: 2919.862305
	Iteration 21Q: 3 clusters Score -503184.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -503209.781250 Penalty: 2919.862305
	Iteration 22Q: 3 clusters Score -503209.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -503240.625000 Penalty: 2919.862305
	Iteration 23Q: 3 clusters Score -503240.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -503266.031250 Penalty: 2919.862305
	Iteration 24Q: 3 clusters Score -503266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -503295.843750 Penalty: 2919.862305
	Iteration 25Q: 3 clusters Score -503295.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -503329.343750 Penalty: 2919.862305
	Iteration 26Q: 3 clusters Score -503329.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -503362.406250 Penalty: 2919.862305
	Iteration 27Q: 3 clusters Score -503362.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -503400.312500 Penalty: 2919.862305
	Iteration 28Q: 3 clusters Score -503400.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -503432.062500 Penalty: 2919.862305
	Iteration 29Q: 3 clusters Score -503432.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -503451.562500 Penalty: 2919.862305
	Iteration 30Q: 3 clusters Score -503451.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -503458.875000 Penalty: 2919.862305
	Iteration 31Q: 3 clusters Score -503458.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -503465.906250 Penalty: 2919.862305
	Iteration 32Q: 3 clusters Score -503465.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -503466.718750 Penalty: 2919.862305
	Iteration 33Q: 3 clusters Score -503466.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -503468.093750 Penalty: 2919.862305
	Iteration 34Q: 3 clusters Score -503468.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -503468.593750 Penalty: 2919.862305
	Iteration 35Q: 3 clusters Score -503468.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -503468.937500 Penalty: 2919.862305
	Iteration 36Q: 3 clusters Score -503468.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -503472.062500 Penalty: 2919.862305
	Iteration 37Q: 3 clusters Score -503472.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -503475.468750 Penalty: 2919.862305
	Iteration 38Q: 3 clusters Score -503475.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -503477.000000 Penalty: 2919.862305
	Iteration 39Q: 3 clusters Score -503477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -503479.406250 Penalty: 2919.862305
	Iteration 40F: 3 clusters Score -503479.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -503479.093750 Penalty: 2919.862305
	Iteration 41Q: 3 clusters Score -503479.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -503480.281250 Penalty: 2919.862305
	Iteration 42Q: 3 clusters Score -503480.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -503480.937500 Penalty: 2919.862305
	Iteration 43Q: 3 clusters Score -503480.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -503481.406250 Penalty: 2919.862305
	Iteration 44Q: 3 clusters Score -503481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -503482.406250 Penalty: 2919.862305
	Iteration 45Q: 3 clusters Score -503482.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -503482.406250 Penalty: 2919.862305
	Iteration 46F: 3 clusters Score -503482.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (350249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350249 members 
Entering Unmasked Estep 
Score: -21754486.000000 Penalty: 2074.539795
	Iteration 0F: 2 clusters Score -2.175449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175216 members 
Mstep: Class 2 contains 175033 members 
Entering Unmasked Estep 
Score: -21517850.000000 Penalty: 4149.079590
	Iteration 0F: 3 clusters Score -2.151785e+07 nChanged 171198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175866 members 
Mstep: Class 2 contains 174383 members 
Entering Unmasked Estep 
Score: -21619560.000000 Penalty: 4149.079590
	Iteration 1F: 3 clusters Score -2.161956e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175571 members 
Mstep: Class 2 contains 174678 members 
Entering Unmasked Estep 
Score: -21620784.000000 Penalty: 4149.079590
	Iteration 2Q: 3 clusters Score -2.162078e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175250 members 
Mstep: Class 2 contains 174999 members 
Entering Unmasked Estep 
Score: -21621960.000000 Penalty: 4149.079590
	Iteration 3Q: 3 clusters Score -2.162196e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174699 members 
Mstep: Class 2 contains 175550 members 
Entering Unmasked Estep 
Score: -21623174.000000 Penalty: 4149.079590
	Iteration 4Q: 3 clusters Score -2.162317e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173986 members 
Mstep: Class 2 contains 176263 members 
Entering Unmasked Estep 
Score: -21624930.000000 Penalty: 4149.079590
	Iteration 5Q: 3 clusters Score -2.162493e+07 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173180 members 
Mstep: Class 2 contains 177069 members 
Entering Unmasked Estep 
Score: -21627144.000000 Penalty: 4149.079590
	Iteration 6Q: 3 clusters Score -2.162714e+07 nChanged 10332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172386 members 
Mstep: Class 2 contains 177863 members 
Entering Unmasked Estep 
Score: -21630068.000000 Penalty: 4149.079590
	Iteration 7Q: 3 clusters Score -2.163007e+07 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171633 members 
Mstep: Class 2 contains 178616 members 
Entering Unmasked Estep 
Score: -21633806.000000 Penalty: 4149.079590
	Iteration 8Q: 3 clusters Score -2.163381e+07 nChanged 14248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170979 members 
Mstep: Class 2 contains 179270 members 
Entering Unmasked Estep 
Score: -21640188.000000 Penalty: 4149.079590
	Iteration 9Q: 3 clusters Score -2.164019e+07 nChanged 17142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170637 members 
Mstep: Class 2 contains 179612 members 
Entering Unmasked Estep 
Score: -21649994.000000 Penalty: 4149.079590
	Iteration 10Q: 3 clusters Score -2.164999e+07 nChanged 20656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170605 members 
Mstep: Class 2 contains 179644 members 
Entering Unmasked Estep 
Score: -21665248.000000 Penalty: 4149.079590
	Iteration 11F: 3 clusters Score -2.166525e+07 nChanged 22102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170599 members 
Mstep: Class 2 contains 179650 members 
Entering Unmasked Estep 
Score: -21680756.000000 Penalty: 4149.079590
	Iteration 12F: 3 clusters Score -2.168076e+07 nChanged 17835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170082 members 
Mstep: Class 2 contains 180167 members 
Entering Unmasked Estep 
Score: -21688592.000000 Penalty: 4149.079590
	Iteration 13F: 3 clusters Score -2.168859e+07 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169221 members 
Mstep: Class 2 contains 181028 members 
Entering Unmasked Estep 
Score: -21690530.000000 Penalty: 4149.079590
	Iteration 14Q: 3 clusters Score -2.169053e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168303 members 
Mstep: Class 2 contains 181946 members 
Entering Unmasked Estep 
Score: -21691058.000000 Penalty: 4149.079590
	Iteration 15Q: 3 clusters Score -2.169106e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167298 members 
Mstep: Class 2 contains 182951 members 
Entering Unmasked Estep 
Score: -21691132.000000 Penalty: 4149.079590
	Iteration 16Q: 3 clusters Score -2.169113e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166185 members 
Mstep: Class 2 contains 184064 members 
Entering Unmasked Estep 
Score: -21691352.000000 Penalty: 4149.079590
	Iteration 17Q: 3 clusters Score -2.169135e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164993 members 
Mstep: Class 2 contains 185256 members 
Entering Unmasked Estep 
Score: -21691480.000000 Penalty: 4149.079590
	Iteration 18Q: 3 clusters Score -2.169148e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163782 members 
Mstep: Class 2 contains 186467 members 
Entering Unmasked Estep 
Score: -21691584.000000 Penalty: 4149.079590
	Iteration 19Q: 3 clusters Score -2.169158e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162463 members 
Mstep: Class 2 contains 187786 members 
Entering Unmasked Estep 
Score: -21691806.000000 Penalty: 4149.079590
	Iteration 20F: 3 clusters Score -2.169181e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161049 members 
Mstep: Class 2 contains 189200 members 
Entering Unmasked Estep 
Score: -21692032.000000 Penalty: 4149.079590
	Iteration 21Q: 3 clusters Score -2.169203e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159458 members 
Mstep: Class 2 contains 190791 members 
Entering Unmasked Estep 
Score: -21692232.000000 Penalty: 4149.079590
	Iteration 22Q: 3 clusters Score -2.169223e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157773 members 
Mstep: Class 2 contains 192476 members 
Entering Unmasked Estep 
Score: -21692340.000000 Penalty: 4149.079590
	Iteration 23Q: 3 clusters Score -2.169234e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155892 members 
Mstep: Class 2 contains 194357 members 
Entering Unmasked Estep 
Score: -21692608.000000 Penalty: 4149.079590
	Iteration 24Q: 3 clusters Score -2.169261e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153931 members 
Mstep: Class 2 contains 196318 members 
Entering Unmasked Estep 
Score: -21692898.000000 Penalty: 4149.079590
	Iteration 25Q: 3 clusters Score -2.16929e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151806 members 
Mstep: Class 2 contains 198443 members 
Entering Unmasked Estep 
Score: -21693112.000000 Penalty: 4149.079590
	Iteration 26Q: 3 clusters Score -2.169311e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149467 members 
Mstep: Class 2 contains 200782 members 
Entering Unmasked Estep 
Score: -21693328.000000 Penalty: 4149.079590
	Iteration 27Q: 3 clusters Score -2.169333e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146984 members 
Mstep: Class 2 contains 203265 members 
Entering Unmasked Estep 
Score: -21693704.000000 Penalty: 4149.079590
	Iteration 28Q: 3 clusters Score -2.16937e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144353 members 
Mstep: Class 2 contains 205896 members 
Entering Unmasked Estep 
Score: -21694044.000000 Penalty: 4149.079590
	Iteration 29Q: 3 clusters Score -2.169404e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141542 members 
Mstep: Class 2 contains 208707 members 
Entering Unmasked Estep 
Score: -21694362.000000 Penalty: 4149.079590
	Iteration 30Q: 3 clusters Score -2.169436e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138470 members 
Mstep: Class 2 contains 211779 members 
Entering Unmasked Estep 
Score: -21694830.000000 Penalty: 4149.079590
	Iteration 31Q: 3 clusters Score -2.169483e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135155 members 
Mstep: Class 2 contains 215094 members 
Entering Unmasked Estep 
Score: -21695308.000000 Penalty: 4149.079590
	Iteration 32Q: 3 clusters Score -2.169531e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131628 members 
Mstep: Class 2 contains 218621 members 
Entering Unmasked Estep 
Score: -21695732.000000 Penalty: 4149.079590
	Iteration 33Q: 3 clusters Score -2.169573e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127838 members 
Mstep: Class 2 contains 222411 members 
Entering Unmasked Estep 
Score: -21696380.000000 Penalty: 4149.079590
	Iteration 34Q: 3 clusters Score -2.169638e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123821 members 
Mstep: Class 2 contains 226428 members 
Entering Unmasked Estep 
Score: -21697202.000000 Penalty: 4149.079590
	Iteration 35Q: 3 clusters Score -2.16972e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119421 members 
Mstep: Class 2 contains 230828 members 
Entering Unmasked Estep 
Score: -21698010.000000 Penalty: 4149.079590
	Iteration 36Q: 3 clusters Score -2.169801e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114700 members 
Mstep: Class 2 contains 235549 members 
Entering Unmasked Estep 
Score: -21699256.000000 Penalty: 4149.079590
	Iteration 37Q: 3 clusters Score -2.169926e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109617 members 
Mstep: Class 2 contains 240632 members 
Entering Unmasked Estep 
Score: -21700466.000000 Penalty: 4149.079590
	Iteration 38Q: 3 clusters Score -2.170047e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104257 members 
Mstep: Class 2 contains 245992 members 
Entering Unmasked Estep 
Score: -21701820.000000 Penalty: 4149.079590
	Iteration 39Q: 3 clusters Score -2.170182e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98607 members 
Mstep: Class 2 contains 251642 members 
Entering Unmasked Estep 
Score: -21702984.000000 Penalty: 4149.079590
	Iteration 40F: 3 clusters Score -2.170298e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 257608 members 
Entering Unmasked Estep 
Score: -21704546.000000 Penalty: 4149.079590
	Iteration 41Q: 3 clusters Score -2.170455e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 263851 members 
Entering Unmasked Estep 
Score: -21706416.000000 Penalty: 4149.079590
	Iteration 42Q: 3 clusters Score -2.170642e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79846 members 
Mstep: Class 2 contains 270403 members 
Entering Unmasked Estep 
Score: -21708432.000000 Penalty: 4149.079590
	Iteration 43Q: 3 clusters Score -2.170843e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 277292 members 
Entering Unmasked Estep 
Score: -21710970.000000 Penalty: 4149.079590
	Iteration 44Q: 3 clusters Score -2.171097e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 284429 members 
Entering Unmasked Estep 
Score: -21713544.000000 Penalty: 4149.079590
	Iteration 45Q: 3 clusters Score -2.171354e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 291573 members 
Entering Unmasked Estep 
Score: -21716412.000000 Penalty: 4149.079590
	Iteration 46Q: 3 clusters Score -2.171641e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 298875 members 
Entering Unmasked Estep 
Score: -21719752.000000 Penalty: 4149.079590
	Iteration 47Q: 3 clusters Score -2.171975e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 306053 members 
Entering Unmasked Estep 
Score: -21723268.000000 Penalty: 4149.079590
	Iteration 48Q: 3 clusters Score -2.172327e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 313073 members 
Entering Unmasked Estep 
Score: -21727046.000000 Penalty: 4149.079590
	Iteration 49Q: 3 clusters Score -2.172705e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 319726 members 
Entering Unmasked Estep 
Score: -21730784.000000 Penalty: 4149.079590
	Iteration 50Q: 3 clusters Score -2.173078e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 326011 members 
Entering Unmasked Estep 
Score: -21734672.000000 Penalty: 4149.079590
	Iteration 51Q: 3 clusters Score -2.173467e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 331752 members 
Entering Unmasked Estep 
Score: -21738506.000000 Penalty: 4149.079590
	Iteration 52Q: 3 clusters Score -2.173851e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 336844 members 
Entering Unmasked Estep 
Score: -21742182.000000 Penalty: 4149.079590
	Iteration 53Q: 3 clusters Score -2.174218e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 341230 members 
Entering Unmasked Estep 
Score: -21745608.000000 Penalty: 4149.079590
	Iteration 54Q: 3 clusters Score -2.174561e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 344729 members 
Entering Unmasked Estep 
Score: -21748170.000000 Penalty: 4149.079590
	Iteration 55Q: 3 clusters Score -2.174817e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 347251 members 
Entering Unmasked Estep 
Score: -21750236.000000 Penalty: 4149.079590
	Iteration 56Q: 3 clusters Score -2.175024e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 348723 members 
Entering Unmasked Estep 
Score: -21751430.000000 Penalty: 4149.079590
	Iteration 57Q: 3 clusters Score -2.175143e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 349460 members 
Entering Unmasked Estep 
Score: -21752024.000000 Penalty: 4149.079590
	Iteration 58Q: 3 clusters Score -2.175202e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 349803 members 
Entering Unmasked Estep 
Score: -21752354.000000 Penalty: 4149.079590
	Iteration 59Q: 3 clusters Score -2.175235e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 349939 members 
Entering Unmasked Estep 
Score: -21752488.000000 Penalty: 4149.079590
	Iteration 60F: 3 clusters Score -2.175249e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 349999 members 
Entering Unmasked Estep 
Score: -21752552.000000 Penalty: 4149.079590
	Iteration 61Q: 3 clusters Score -2.175255e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 350020 members 
Entering Unmasked Estep 
Score: -21752588.000000 Penalty: 4149.079590
	Iteration 62Q: 3 clusters Score -2.175259e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 350038 members 
Entering Unmasked Estep 
Score: -21752626.000000 Penalty: 4149.079590
	Iteration 63Q: 3 clusters Score -2.175263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 350049 members 
Entering Unmasked Estep 
Score: -21752648.000000 Penalty: 4149.079590
	Iteration 64Q: 3 clusters Score -2.175265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 350053 members 
Entering Unmasked Estep 
Score: -21752654.000000 Penalty: 4149.079590
	Iteration 65Q: 3 clusters Score -2.175265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 350054 members 
Entering Unmasked Estep 
Score: -21752648.000000 Penalty: 4149.079590
	Iteration 66Q: 3 clusters Score -2.175265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 350054 members 
Entering Unmasked Estep 
Score: -21752658.000000 Penalty: 4149.079590
	Iteration 67Q: 3 clusters Score -2.175266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 350053 members 
Entering Unmasked Estep 
Score: -21752658.000000 Penalty: 4149.079590
	Iteration 68Q: 3 clusters Score -2.175266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 350053 members 
Entering Unmasked Estep 
Score: -21752658.000000 Penalty: 4149.079590
	Iteration 69F: 3 clusters Score -2.175266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Entering Unmasked Estep 
Score: -1133260.250000 Penalty: 1598.499634
	Iteration 0F: 2 clusters Score -1133260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1120453.875000 Penalty: 3196.999268
	Iteration 0F: 3 clusters Score -1120454 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1125043.125000 Penalty: 3196.999268
	Iteration 1F: 3 clusters Score -1125043 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1125456.500000 Penalty: 3196.999268
	Iteration 2F: 3 clusters Score -1125456 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1125926.500000 Penalty: 3196.999268
	Iteration 3F: 3 clusters Score -1125926 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1126479.375000 Penalty: 3196.999268
	Iteration 4F: 3 clusters Score -1126479 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1127249.875000 Penalty: 3196.999268
	Iteration 5F: 3 clusters Score -1127250 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1128275.500000 Penalty: 3196.999268
	Iteration 6F: 3 clusters Score -1128276 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1129418.000000 Penalty: 3196.999268
	Iteration 7F: 3 clusters Score -1129418 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1130493.375000 Penalty: 3196.999268
	Iteration 8F: 3 clusters Score -1130493 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1131207.750000 Penalty: 3196.999268
	Iteration 9Q: 3 clusters Score -1131208 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1131595.375000 Penalty: 3196.999268
	Iteration 10Q: 3 clusters Score -1131595 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1131746.000000 Penalty: 3196.999268
	Iteration 11Q: 3 clusters Score -1131746 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1131825.125000 Penalty: 3196.999268
	Iteration 12Q: 3 clusters Score -1131825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1131861.500000 Penalty: 3196.999268
	Iteration 13Q: 3 clusters Score -1131862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1131878.500000 Penalty: 3196.999268
	Iteration 14Q: 3 clusters Score -1131878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1131897.625000 Penalty: 3196.999268
	Iteration 15Q: 3 clusters Score -1131898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1131902.375000 Penalty: 3196.999268
	Iteration 16Q: 3 clusters Score -1131902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1131909.375000 Penalty: 3196.999268
	Iteration 17Q: 3 clusters Score -1131909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1131910.625000 Penalty: 3196.999268
	Iteration 18Q: 3 clusters Score -1131911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1131914.000000 Penalty: 3196.999268
	Iteration 19Q: 3 clusters Score -1131914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1131918.875000 Penalty: 3196.999268
	Iteration 20F: 3 clusters Score -1131919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1131924.375000 Penalty: 3196.999268
	Iteration 21Q: 3 clusters Score -1131924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1131932.375000 Penalty: 3196.999268
	Iteration 22Q: 3 clusters Score -1131932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1131932.375000 Penalty: 3196.999268
	Iteration 23F: 3 clusters Score -1131932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Entering Unmasked Estep 
Score: -238311.781250 Penalty: 1356.136475
	Iteration 0F: 2 clusters Score -238311.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -234793.875000 Penalty: 2712.272949
	Iteration 0F: 3 clusters Score -234793.9 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -235821.406250 Penalty: 2712.272949
	Iteration 1F: 3 clusters Score -235821.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -236144.453125 Penalty: 2712.272949
	Iteration 2F: 3 clusters Score -236144.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -236482.406250 Penalty: 2712.272949
	Iteration 3F: 3 clusters Score -236482.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -236845.078125 Penalty: 2712.272949
	Iteration 4F: 3 clusters Score -236845.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -237267.578125 Penalty: 2712.272949
	Iteration 5F: 3 clusters Score -237267.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -237590.218750 Penalty: 2712.272949
	Iteration 6F: 3 clusters Score -237590.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -237734.656250 Penalty: 2712.272949
	Iteration 7Q: 3 clusters Score -237734.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -237808.265625 Penalty: 2712.272949
	Iteration 8Q: 3 clusters Score -237808.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -237852.265625 Penalty: 2712.272949
	Iteration 9Q: 3 clusters Score -237852.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -237877.390625 Penalty: 2712.272949
	Iteration 10Q: 3 clusters Score -237877.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -237888.593750 Penalty: 2712.272949
	Iteration 11Q: 3 clusters Score -237888.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -237896.531250 Penalty: 2712.272949
	Iteration 12Q: 3 clusters Score -237896.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -237901.187500 Penalty: 2712.272949
	Iteration 13Q: 3 clusters Score -237901.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -237905.437500 Penalty: 2712.272949
	Iteration 14Q: 3 clusters Score -237905.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -237908.718750 Penalty: 2712.272949
	Iteration 15Q: 3 clusters Score -237908.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -237910.937500 Penalty: 2712.272949
	Iteration 16Q: 3 clusters Score -237910.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -237912.046875 Penalty: 2712.272949
	Iteration 17Q: 3 clusters Score -237912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -237912.859375 Penalty: 2712.272949
	Iteration 18Q: 3 clusters Score -237912.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -237912.859375 Penalty: 2712.272949
	Iteration 19F: 3 clusters Score -237912.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Entering Unmasked Estep 
Score: -1063112.000000 Penalty: 1579.057739
	Iteration 0F: 2 clusters Score -1063112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1051715.625000 Penalty: 3158.115479
	Iteration 0F: 3 clusters Score -1051716 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1055690.500000 Penalty: 3158.115479
	Iteration 1F: 3 clusters Score -1055690 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1055988.375000 Penalty: 3158.115479
	Iteration 2Q: 3 clusters Score -1055988 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1056286.125000 Penalty: 3158.115479
	Iteration 3Q: 3 clusters Score -1056286 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1056652.250000 Penalty: 3158.115479
	Iteration 4Q: 3 clusters Score -1056652 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1057126.875000 Penalty: 3158.115479
	Iteration 5F: 3 clusters Score -1057127 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1057754.500000 Penalty: 3158.115479
	Iteration 6F: 3 clusters Score -1057754 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1058496.750000 Penalty: 3158.115479
	Iteration 7F: 3 clusters Score -1058497 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1059342.875000 Penalty: 3158.115479
	Iteration 8F: 3 clusters Score -1059343 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1060146.500000 Penalty: 3158.115479
	Iteration 9F: 3 clusters Score -1060146 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1060776.250000 Penalty: 3158.115479
	Iteration 10Q: 3 clusters Score -1060776 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1061197.875000 Penalty: 3158.115479
	Iteration 11Q: 3 clusters Score -1061198 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1061411.875000 Penalty: 3158.115479
	Iteration 12Q: 3 clusters Score -1061412 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1061542.625000 Penalty: 3158.115479
	Iteration 13Q: 3 clusters Score -1061543 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1061616.375000 Penalty: 3158.115479
	Iteration 14Q: 3 clusters Score -1061616 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1061655.375000 Penalty: 3158.115479
	Iteration 15Q: 3 clusters Score -1061655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1061685.625000 Penalty: 3158.115479
	Iteration 16Q: 3 clusters Score -1061686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1061704.500000 Penalty: 3158.115479
	Iteration 17Q: 3 clusters Score -1061704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1061725.375000 Penalty: 3158.115479
	Iteration 18Q: 3 clusters Score -1061725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1061744.125000 Penalty: 3158.115479
	Iteration 19Q: 3 clusters Score -1061744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1061756.250000 Penalty: 3158.115479
	Iteration 20F: 3 clusters Score -1061756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1061771.625000 Penalty: 3158.115479
	Iteration 21Q: 3 clusters Score -1061772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1061779.125000 Penalty: 3158.115479
	Iteration 22Q: 3 clusters Score -1061779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1061780.250000 Penalty: 3158.115479
	Iteration 23Q: 3 clusters Score -1061780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1061784.625000 Penalty: 3158.115479
	Iteration 24Q: 3 clusters Score -1061785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1061785.750000 Penalty: 3158.115479
	Iteration 25Q: 3 clusters Score -1061786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1061788.625000 Penalty: 3158.115479
	Iteration 26Q: 3 clusters Score -1061789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1061791.000000 Penalty: 3158.115479
	Iteration 27Q: 3 clusters Score -1061791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1061790.875000 Penalty: 3158.115479
	Iteration 28Q: 3 clusters Score -1061791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1061790.875000 Penalty: 3158.115479
	Iteration 29F: 3 clusters Score -1061791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Entering Unmasked Estep 
Score: -978203.750000 Penalty: 1564.131592
	Iteration 0F: 2 clusters Score -978203.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -967700.625000 Penalty: 3128.263184
	Iteration 0F: 3 clusters Score -967700.6 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -971464.687500 Penalty: 3128.263184
	Iteration 1F: 3 clusters Score -971464.7 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -972009.812500 Penalty: 3128.263184
	Iteration 2F: 3 clusters Score -972009.8 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -972673.562500 Penalty: 3128.263184
	Iteration 3F: 3 clusters Score -972673.6 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -973532.375000 Penalty: 3128.263184
	Iteration 4F: 3 clusters Score -973532.4 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -974628.125000 Penalty: 3128.263184
	Iteration 5F: 3 clusters Score -974628.1 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -975812.750000 Penalty: 3128.263184
	Iteration 6F: 3 clusters Score -975812.8 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -976649.187500 Penalty: 3128.263184
	Iteration 7F: 3 clusters Score -976649.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -977056.875000 Penalty: 3128.263184
	Iteration 8Q: 3 clusters Score -977056.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -977189.625000 Penalty: 3128.263184
	Iteration 9Q: 3 clusters Score -977189.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -977242.812500 Penalty: 3128.263184
	Iteration 10Q: 3 clusters Score -977242.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -977284.875000 Penalty: 3128.263184
	Iteration 11Q: 3 clusters Score -977284.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -977309.812500 Penalty: 3128.263184
	Iteration 12Q: 3 clusters Score -977309.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -977321.312500 Penalty: 3128.263184
	Iteration 13Q: 3 clusters Score -977321.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -977331.687500 Penalty: 3128.263184
	Iteration 14Q: 3 clusters Score -977331.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -977337.500000 Penalty: 3128.263184
	Iteration 15Q: 3 clusters Score -977337.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -977344.750000 Penalty: 3128.263184
	Iteration 16Q: 3 clusters Score -977344.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -977352.250000 Penalty: 3128.263184
	Iteration 17Q: 3 clusters Score -977352.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -977353.937500 Penalty: 3128.263184
	Iteration 18Q: 3 clusters Score -977353.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -977359.000000 Penalty: 3128.263184
	Iteration 19Q: 3 clusters Score -977359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -977366.812500 Penalty: 3128.263184
	Iteration 20F: 3 clusters Score -977366.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -977368.375000 Penalty: 3128.263184
	Iteration 21Q: 3 clusters Score -977368.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -977373.625000 Penalty: 3128.263184
	Iteration 22Q: 3 clusters Score -977373.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -977375.437500 Penalty: 3128.263184
	Iteration 23Q: 3 clusters Score -977375.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -977382.875000 Penalty: 3128.263184
	Iteration 24Q: 3 clusters Score -977382.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -977388.750000 Penalty: 3128.263184
	Iteration 25Q: 3 clusters Score -977388.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -977392.687500 Penalty: 3128.263184
	Iteration 26Q: 3 clusters Score -977392.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -977399.375000 Penalty: 3128.263184
	Iteration 27Q: 3 clusters Score -977399.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -977404.375000 Penalty: 3128.263184
	Iteration 28Q: 3 clusters Score -977404.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -977407.375000 Penalty: 3128.263184
	Iteration 29Q: 3 clusters Score -977407.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -977413.062500 Penalty: 3128.263184
	Iteration 30Q: 3 clusters Score -977413.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -977420.562500 Penalty: 3128.263184
	Iteration 31Q: 3 clusters Score -977420.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -977422.125000 Penalty: 3128.263184
	Iteration 32Q: 3 clusters Score -977422.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -977429.312500 Penalty: 3128.263184
	Iteration 33Q: 3 clusters Score -977429.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -977433.687500 Penalty: 3128.263184
	Iteration 34Q: 3 clusters Score -977433.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -977441.875000 Penalty: 3128.263184
	Iteration 35Q: 3 clusters Score -977441.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -977444.062500 Penalty: 3128.263184
	Iteration 36Q: 3 clusters Score -977444.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -977445.937500 Penalty: 3128.263184
	Iteration 37Q: 3 clusters Score -977445.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -977446.250000 Penalty: 3128.263184
	Iteration 38Q: 3 clusters Score -977446.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -977446.937500 Penalty: 3128.263184
	Iteration 39Q: 3 clusters Score -977446.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -977446.750000 Penalty: 3128.263184
	Iteration 40F: 3 clusters Score -977446.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -977449.250000 Penalty: 3128.263184
	Iteration 41Q: 3 clusters Score -977449.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -977448.187500 Penalty: 3128.263184
	Iteration 42Q: 3 clusters Score -977448.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -977451.250000 Penalty: 3128.263184
	Iteration 43Q: 3 clusters Score -977451.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -977450.937500 Penalty: 3128.263184
	Iteration 44Q: 3 clusters Score -977450.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -977451.000000 Penalty: 3128.263184
	Iteration 45Q: 3 clusters Score -977451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -977452.500000 Penalty: 3128.263184
	Iteration 46Q: 3 clusters Score -977452.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -977452.375000 Penalty: 3128.263184
	Iteration 47Q: 3 clusters Score -977452.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -977451.500000 Penalty: 3128.263184
	Iteration 48Q: 3 clusters Score -977451.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -977453.375000 Penalty: 3128.263184
	Iteration 49Q: 3 clusters Score -977453.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -977453.125000 Penalty: 3128.263184
	Iteration 50Q: 3 clusters Score -977453.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -977452.250000 Penalty: 3128.263184
	Iteration 51Q: 3 clusters Score -977452.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -977452.625000 Penalty: 3128.263184
	Iteration 52Q: 3 clusters Score -977452.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -977453.875000 Penalty: 3128.263184
	Iteration 53Q: 3 clusters Score -977453.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -977454.375000 Penalty: 3128.263184
	Iteration 54Q: 3 clusters Score -977454.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -977454.937500 Penalty: 3128.263184
	Iteration 55Q: 3 clusters Score -977454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -977454.187500 Penalty: 3128.263184
	Iteration 56Q: 3 clusters Score -977454.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -977454.312500 Penalty: 3128.263184
	Iteration 57Q: 3 clusters Score -977454.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -977454.187500 Penalty: 3128.263184
	Iteration 58Q: 3 clusters Score -977454.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -977452.187500 Penalty: 3128.263184
	Iteration 59Q: 3 clusters Score -977452.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -977452.937500 Penalty: 3128.263184
	Iteration 60F: 3 clusters Score -977452.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -977455.250000 Penalty: 3128.263184
	Iteration 61Q: 3 clusters Score -977455.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -977455.000000 Penalty: 3128.263184
	Iteration 62Q: 3 clusters Score -977455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -977455.312500 Penalty: 3128.263184
	Iteration 63Q: 3 clusters Score -977455.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -977456.312500 Penalty: 3128.263184
	Iteration 64Q: 3 clusters Score -977456.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -977459.062500 Penalty: 3128.263184
	Iteration 65Q: 3 clusters Score -977459.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -977459.500000 Penalty: 3128.263184
	Iteration 66Q: 3 clusters Score -977459.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -977462.562500 Penalty: 3128.263184
	Iteration 67Q: 3 clusters Score -977462.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -977464.625000 Penalty: 3128.263184
	Iteration 68Q: 3 clusters Score -977464.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -977467.437500 Penalty: 3128.263184
	Iteration 69Q: 3 clusters Score -977467.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -977468.125000 Penalty: 3128.263184
	Iteration 70Q: 3 clusters Score -977468.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -977470.562500 Penalty: 3128.263184
	Iteration 71Q: 3 clusters Score -977470.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -977472.875000 Penalty: 3128.263184
	Iteration 72Q: 3 clusters Score -977472.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -977474.875000 Penalty: 3128.263184
	Iteration 73Q: 3 clusters Score -977474.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -977476.625000 Penalty: 3128.263184
	Iteration 74Q: 3 clusters Score -977476.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -977479.875000 Penalty: 3128.263184
	Iteration 75Q: 3 clusters Score -977479.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -977480.000000 Penalty: 3128.263184
	Iteration 76Q: 3 clusters Score -977480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -977481.812500 Penalty: 3128.263184
	Iteration 77Q: 3 clusters Score -977481.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -977483.250000 Penalty: 3128.263184
	Iteration 78Q: 3 clusters Score -977483.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -977486.937500 Penalty: 3128.263184
	Iteration 79Q: 3 clusters Score -977486.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -977487.437500 Penalty: 3128.263184
	Iteration 80F: 3 clusters Score -977487.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -977491.625000 Penalty: 3128.263184
	Iteration 81Q: 3 clusters Score -977491.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -977492.562500 Penalty: 3128.263184
	Iteration 82Q: 3 clusters Score -977492.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -977494.250000 Penalty: 3128.263184
	Iteration 83Q: 3 clusters Score -977494.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -977493.625000 Penalty: 3128.263184
	Iteration 84Q: 3 clusters Score -977493.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -977496.562500 Penalty: 3128.263184
	Iteration 85Q: 3 clusters Score -977496.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -977497.187500 Penalty: 3128.263184
	Iteration 86Q: 3 clusters Score -977497.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -977497.125000 Penalty: 3128.263184
	Iteration 87Q: 3 clusters Score -977497.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -977503.937500 Penalty: 3128.263184
	Iteration 88Q: 3 clusters Score -977503.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -977505.750000 Penalty: 3128.263184
	Iteration 89Q: 3 clusters Score -977505.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -977504.250000 Penalty: 3128.263184
	Iteration 90Q: 3 clusters Score -977504.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -977508.000000 Penalty: 3128.263184
	Iteration 91Q: 3 clusters Score -977508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -977510.562500 Penalty: 3128.263184
	Iteration 92Q: 3 clusters Score -977510.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -977510.750000 Penalty: 3128.263184
	Iteration 93Q: 3 clusters Score -977510.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -977513.125000 Penalty: 3128.263184
	Iteration 94Q: 3 clusters Score -977513.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -977511.562500 Penalty: 3128.263184
	Iteration 95Q: 3 clusters Score -977511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -977512.187500 Penalty: 3128.263184
	Iteration 96Q: 3 clusters Score -977512.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -977512.250000 Penalty: 3128.263184
	Iteration 97Q: 3 clusters Score -977512.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -977512.812500 Penalty: 3128.263184
	Iteration 98Q: 3 clusters Score -977512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -977514.500000 Penalty: 3128.263184
	Iteration 99Q: 3 clusters Score -977514.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -977514.750000 Penalty: 3128.263184
	Iteration 100F: 3 clusters Score -977514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -977515.562500 Penalty: 3128.263184
	Iteration 101Q: 3 clusters Score -977515.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -977515.437500 Penalty: 3128.263184
	Iteration 102Q: 3 clusters Score -977515.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -977516.750000 Penalty: 3128.263184
	Iteration 103Q: 3 clusters Score -977516.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -977516.750000 Penalty: 3128.263184
	Iteration 104F: 3 clusters Score -977516.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Entering Unmasked Estep 
Score: -1211165.625000 Penalty: 1600.930176
	Iteration 0F: 2 clusters Score -1211166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1198148.500000 Penalty: 3201.860352
	Iteration 0F: 3 clusters Score -1198148 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1203206.875000 Penalty: 3201.860352
	Iteration 1F: 3 clusters Score -1203207 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1204136.500000 Penalty: 3201.860352
	Iteration 2F: 3 clusters Score -1204136 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1205391.250000 Penalty: 3201.860352
	Iteration 3F: 3 clusters Score -1205391 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1207007.000000 Penalty: 3201.860352
	Iteration 4F: 3 clusters Score -1207007 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1208549.875000 Penalty: 3201.860352
	Iteration 5F: 3 clusters Score -1208550 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1209596.500000 Penalty: 3201.860352
	Iteration 6F: 3 clusters Score -1209596 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1210210.625000 Penalty: 3201.860352
	Iteration 7Q: 3 clusters Score -1210211 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1210545.000000 Penalty: 3201.860352
	Iteration 8Q: 3 clusters Score -1210545 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1210748.000000 Penalty: 3201.860352
	Iteration 9Q: 3 clusters Score -1210748 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1210858.125000 Penalty: 3201.860352
	Iteration 10Q: 3 clusters Score -1210858 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1210932.875000 Penalty: 3201.860352
	Iteration 11Q: 3 clusters Score -1210933 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1210983.000000 Penalty: 3201.860352
	Iteration 12Q: 3 clusters Score -1210983 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1211023.500000 Penalty: 3201.860352
	Iteration 13Q: 3 clusters Score -1211024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1211049.125000 Penalty: 3201.860352
	Iteration 14Q: 3 clusters Score -1211049 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1211065.625000 Penalty: 3201.860352
	Iteration 15Q: 3 clusters Score -1211066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1211077.750000 Penalty: 3201.860352
	Iteration 16Q: 3 clusters Score -1211078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1211093.250000 Penalty: 3201.860352
	Iteration 17Q: 3 clusters Score -1211093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1211098.250000 Penalty: 3201.860352
	Iteration 18Q: 3 clusters Score -1211098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1211100.125000 Penalty: 3201.860352
	Iteration 19Q: 3 clusters Score -1211100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1211103.000000 Penalty: 3201.860352
	Iteration 20F: 3 clusters Score -1211103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1211107.000000 Penalty: 3201.860352
	Iteration 21Q: 3 clusters Score -1211107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1211110.500000 Penalty: 3201.860352
	Iteration 22Q: 3 clusters Score -1211110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1211112.625000 Penalty: 3201.860352
	Iteration 23Q: 3 clusters Score -1211113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1211113.500000 Penalty: 3201.860352
	Iteration 24Q: 3 clusters Score -1211114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1211117.500000 Penalty: 3201.860352
	Iteration 25Q: 3 clusters Score -1211118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1211121.000000 Penalty: 3201.860352
	Iteration 26Q: 3 clusters Score -1211121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1211121.125000 Penalty: 3201.860352
	Iteration 27Q: 3 clusters Score -1211121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1211123.000000 Penalty: 3201.860352
	Iteration 28Q: 3 clusters Score -1211123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1211121.625000 Penalty: 3201.860352
	Iteration 29Q: 3 clusters Score -1211122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1211123.000000 Penalty: 3201.860352
	Iteration 30Q: 3 clusters Score -1211123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1211124.375000 Penalty: 3201.860352
	Iteration 31Q: 3 clusters Score -1211124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1211125.625000 Penalty: 3201.860352
	Iteration 32Q: 3 clusters Score -1211126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1211129.875000 Penalty: 3201.860352
	Iteration 33Q: 3 clusters Score -1211130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1211129.375000 Penalty: 3201.860352
	Iteration 34Q: 3 clusters Score -1211129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1211130.500000 Penalty: 3201.860352
	Iteration 35Q: 3 clusters Score -1211130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1211130.500000 Penalty: 3201.860352
	Iteration 36F: 3 clusters Score -1211130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Entering Unmasked Estep 
Score: -1003695.375000 Penalty: 1567.529419
	Iteration 0F: 2 clusters Score -1003695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -992991.250000 Penalty: 3135.058838
	Iteration 0F: 3 clusters Score -992991.2 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -996599.562500 Penalty: 3135.058838
	Iteration 1F: 3 clusters Score -996599.6 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -996894.125000 Penalty: 3135.058838
	Iteration 2F: 3 clusters Score -996894.1 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -997125.312500 Penalty: 3135.058838
	Iteration 3Q: 3 clusters Score -997125.3 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -997345.437500 Penalty: 3135.058838
	Iteration 4Q: 3 clusters Score -997345.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -997601.812500 Penalty: 3135.058838
	Iteration 5Q: 3 clusters Score -997601.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -997868.500000 Penalty: 3135.058838
	Iteration 6Q: 3 clusters Score -997868.5 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -998204.312500 Penalty: 3135.058838
	Iteration 7Q: 3 clusters Score -998204.3 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -998659.312500 Penalty: 3135.058838
	Iteration 8Q: 3 clusters Score -998659.3 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -999263.062500 Penalty: 3135.058838
	Iteration 9F: 3 clusters Score -999263.1 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -999880.500000 Penalty: 3135.058838
	Iteration 10F: 3 clusters Score -999880.5 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1000496.250000 Penalty: 3135.058838
	Iteration 11Q: 3 clusters Score -1000496 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1001029.062500 Penalty: 3135.058838
	Iteration 12Q: 3 clusters Score -1001029 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1001447.437500 Penalty: 3135.058838
	Iteration 13Q: 3 clusters Score -1001447 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1001750.375000 Penalty: 3135.058838
	Iteration 14Q: 3 clusters Score -1001750 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1001970.125000 Penalty: 3135.058838
	Iteration 15Q: 3 clusters Score -1001970 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1002109.125000 Penalty: 3135.058838
	Iteration 16Q: 3 clusters Score -1002109 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1002208.500000 Penalty: 3135.058838
	Iteration 17Q: 3 clusters Score -1002208 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1002278.312500 Penalty: 3135.058838
	Iteration 18Q: 3 clusters Score -1002278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1002311.750000 Penalty: 3135.058838
	Iteration 19Q: 3 clusters Score -1002312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1002328.187500 Penalty: 3135.058838
	Iteration 20F: 3 clusters Score -1002328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1002344.500000 Penalty: 3135.058838
	Iteration 21Q: 3 clusters Score -1002344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1002357.875000 Penalty: 3135.058838
	Iteration 22Q: 3 clusters Score -1002358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1002363.625000 Penalty: 3135.058838
	Iteration 23Q: 3 clusters Score -1002364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1002368.125000 Penalty: 3135.058838
	Iteration 24Q: 3 clusters Score -1002368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1002374.187500 Penalty: 3135.058838
	Iteration 25Q: 3 clusters Score -1002374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1002374.125000 Penalty: 3135.058838
	Iteration 26Q: 3 clusters Score -1002374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1002375.437500 Penalty: 3135.058838
	Iteration 27Q: 3 clusters Score -1002375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1002377.312500 Penalty: 3135.058838
	Iteration 28Q: 3 clusters Score -1002377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1002378.062500 Penalty: 3135.058838
	Iteration 29Q: 3 clusters Score -1002378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1002381.437500 Penalty: 3135.058838
	Iteration 30Q: 3 clusters Score -1002381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1002381.437500 Penalty: 3135.058838
	Iteration 31F: 3 clusters Score -1002381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 4 contains 21746 members 
Mstep: Class 6 contains 27773 members 
Mstep: Class 7 contains 135349 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 11 contains 7976 members 
Mstep: Class 12 contains 350249 members 
Mstep: Class 13 contains 18712 members 
Mstep: Class 17 contains 4211 members 
Mstep: Class 18 contains 16602 members 
Mstep: Class 19 contains 15145 members 
Mstep: Class 20 contains 18994 members 
Mstep: Class 21 contains 15465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41797804.000000 Penalty: 30561.902344
Iteration 79Q: 15 clusters Score -4.17978e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 47685 members 
Mstep: Class 4 contains 21749 members 
Mstep: Class 6 contains 27753 members 
Mstep: Class 7 contains 135238 members 
Mstep: Class 9 contains 783 members 
Mstep: Class 11 contains 7981 members 
Mstep: Class 12 contains 351038 members 
Mstep: Class 13 contains 18733 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 15121 members 
Mstep: Class 20 contains 18972 members 
Mstep: Class 21 contains 15432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798080.000000 Penalty: 30561.902344
Iteration 80F: 15 clusters Score -4.179808e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 47881 members 
Mstep: Class 4 contains 21727 members 
Mstep: Class 6 contains 27716 members 
Mstep: Class 7 contains 135026 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 351232 members 
Mstep: Class 13 contains 18757 members 
Mstep: Class 17 contains 4153 members 
Mstep: Class 18 contains 16543 members 
Mstep: Class 19 contains 15100 members 
Mstep: Class 20 contains 18955 members 
Mstep: Class 21 contains 15383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798188.000000 Penalty: 30561.902344
Iteration 81Q: 15 clusters Score -4.179819e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 48018 members 
Mstep: Class 4 contains 21708 members 
Mstep: Class 6 contains 27672 members 
Mstep: Class 7 contains 134847 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 11 contains 7988 members 
Mstep: Class 12 contains 351461 members 
Mstep: Class 13 contains 18769 members 
Mstep: Class 17 contains 4121 members 
Mstep: Class 18 contains 16512 members 
Mstep: Class 19 contains 15075 members 
Mstep: Class 20 contains 18939 members 
Mstep: Class 21 contains 15335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798236.000000 Penalty: 30561.902344
Iteration 82Q: 15 clusters Score -4.179824e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 48138 members 
Mstep: Class 4 contains 21685 members 
Mstep: Class 6 contains 27630 members 
Mstep: Class 7 contains 134668 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 11 contains 7994 members 
Mstep: Class 12 contains 351698 members 
Mstep: Class 13 contains 18782 members 
Mstep: Class 17 contains 4088 members 
Mstep: Class 18 contains 16487 members 
Mstep: Class 19 contains 15050 members 
Mstep: Class 20 contains 18921 members 
Mstep: Class 21 contains 15304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798276.000000 Penalty: 30561.902344
Iteration 83Q: 15 clusters Score -4.179828e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 48240 members 
Mstep: Class 4 contains 21662 members 
Mstep: Class 6 contains 27592 members 
Mstep: Class 7 contains 134502 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 11 contains 7998 members 
Mstep: Class 12 contains 351937 members 
Mstep: Class 13 contains 18783 members 
Mstep: Class 17 contains 4064 members 
Mstep: Class 18 contains 16464 members 
Mstep: Class 19 contains 15030 members 
Mstep: Class 20 contains 18905 members 
Mstep: Class 21 contains 15264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798332.000000 Penalty: 30561.902344
Iteration 84Q: 15 clusters Score -4.179833e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 48325 members 
Mstep: Class 4 contains 21651 members 
Mstep: Class 6 contains 27572 members 
Mstep: Class 7 contains 134323 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 11 contains 8002 members 
Mstep: Class 12 contains 352182 members 
Mstep: Class 13 contains 18786 members 
Mstep: Class 17 contains 4040 members 
Mstep: Class 18 contains 16439 members 
Mstep: Class 19 contains 15009 members 
Mstep: Class 20 contains 18884 members 
Mstep: Class 21 contains 15227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798400.000000 Penalty: 30561.902344
Iteration 85Q: 15 clusters Score -4.17984e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 48410 members 
Mstep: Class 4 contains 21647 members 
Mstep: Class 6 contains 27543 members 
Mstep: Class 7 contains 134165 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8007 members 
Mstep: Class 12 contains 352393 members 
Mstep: Class 13 contains 18798 members 
Mstep: Class 17 contains 4018 members 
Mstep: Class 18 contains 16419 members 
Mstep: Class 19 contains 14992 members 
Mstep: Class 20 contains 18864 members 
Mstep: Class 21 contains 15190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798488.000000 Penalty: 30561.902344
Iteration 86Q: 15 clusters Score -4.179849e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 48466 members 
Mstep: Class 4 contains 21645 members 
Mstep: Class 6 contains 27516 members 
Mstep: Class 7 contains 133990 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 352643 members 
Mstep: Class 13 contains 18800 members 
Mstep: Class 17 contains 3993 members 
Mstep: Class 18 contains 16395 members 
Mstep: Class 19 contains 14971 members 
Mstep: Class 20 contains 18851 members 
Mstep: Class 21 contains 15159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798464.000000 Penalty: 30561.902344
Iteration 87Q: 15 clusters Score -4.179846e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 48537 members 
Mstep: Class 4 contains 21637 members 
Mstep: Class 6 contains 27487 members 
Mstep: Class 7 contains 133823 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8023 members 
Mstep: Class 12 contains 352877 members 
Mstep: Class 13 contains 18811 members 
Mstep: Class 17 contains 3972 members 
Mstep: Class 18 contains 16370 members 
Mstep: Class 19 contains 14943 members 
Mstep: Class 20 contains 18836 members 
Mstep: Class 21 contains 15130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798444.000000 Penalty: 30561.902344
Iteration 88Q: 15 clusters Score -4.179844e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 48594 members 
Mstep: Class 4 contains 21628 members 
Mstep: Class 6 contains 27446 members 
Mstep: Class 7 contains 133671 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8029 members 
Mstep: Class 12 contains 353138 members 
Mstep: Class 13 contains 18824 members 
Mstep: Class 17 contains 3951 members 
Mstep: Class 18 contains 16338 members 
Mstep: Class 19 contains 14918 members 
Mstep: Class 20 contains 18822 members 
Mstep: Class 21 contains 15089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798420.000000 Penalty: 30561.902344
Iteration 89Q: 15 clusters Score -4.179842e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 48643 members 
Mstep: Class 4 contains 21620 members 
Mstep: Class 6 contains 27414 members 
Mstep: Class 7 contains 133522 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 353401 members 
Mstep: Class 13 contains 18827 members 
Mstep: Class 17 contains 3931 members 
Mstep: Class 18 contains 16305 members 
Mstep: Class 19 contains 14891 members 
Mstep: Class 20 contains 18810 members 
Mstep: Class 21 contains 15055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798452.000000 Penalty: 30561.902344
Iteration 90Q: 15 clusters Score -4.179845e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 48685 members 
Mstep: Class 4 contains 21609 members 
Mstep: Class 6 contains 27388 members 
Mstep: Class 7 contains 133383 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 11 contains 8037 members 
Mstep: Class 12 contains 353635 members 
Mstep: Class 13 contains 18832 members 
Mstep: Class 17 contains 3910 members 
Mstep: Class 18 contains 16278 members 
Mstep: Class 19 contains 14870 members 
Mstep: Class 20 contains 18802 members 
Mstep: Class 21 contains 15027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798388.000000 Penalty: 30561.902344
Iteration 91Q: 15 clusters Score -4.179839e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 48725 members 
Mstep: Class 4 contains 21601 members 
Mstep: Class 6 contains 27365 members 
Mstep: Class 7 contains 133263 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8038 members 
Mstep: Class 12 contains 353845 members 
Mstep: Class 13 contains 18841 members 
Mstep: Class 17 contains 3889 members 
Mstep: Class 18 contains 16253 members 
Mstep: Class 19 contains 14855 members 
Mstep: Class 20 contains 18791 members 
Mstep: Class 21 contains 14996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798460.000000 Penalty: 30561.902344
Iteration 92Q: 15 clusters Score -4.179846e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 48754 members 
Mstep: Class 4 contains 21591 members 
Mstep: Class 6 contains 27338 members 
Mstep: Class 7 contains 133156 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 11 contains 8043 members 
Mstep: Class 12 contains 354085 members 
Mstep: Class 13 contains 18833 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 16230 members 
Mstep: Class 19 contains 14835 members 
Mstep: Class 20 contains 18769 members 
Mstep: Class 21 contains 14965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798488.000000 Penalty: 30561.902344
Iteration 93Q: 15 clusters Score -4.179849e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 48773 members 
Mstep: Class 4 contains 21578 members 
Mstep: Class 6 contains 27313 members 
Mstep: Class 7 contains 133040 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8049 members 
Mstep: Class 12 contains 354318 members 
Mstep: Class 13 contains 18823 members 
Mstep: Class 17 contains 3858 members 
Mstep: Class 18 contains 16206 members 
Mstep: Class 19 contains 14816 members 
Mstep: Class 20 contains 18755 members 
Mstep: Class 21 contains 14941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798400.000000 Penalty: 30561.902344
Iteration 94Q: 15 clusters Score -4.17984e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 48777 members 
Mstep: Class 4 contains 21564 members 
Mstep: Class 6 contains 27285 members 
Mstep: Class 7 contains 132945 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 11 contains 8055 members 
Mstep: Class 12 contains 354531 members 
Mstep: Class 13 contains 18820 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 16183 members 
Mstep: Class 19 contains 14805 members 
Mstep: Class 20 contains 18742 members 
Mstep: Class 21 contains 14916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798396.000000 Penalty: 30561.902344
Iteration 95Q: 15 clusters Score -4.17984e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 48782 members 
Mstep: Class 4 contains 21555 members 
Mstep: Class 6 contains 27245 members 
Mstep: Class 7 contains 132856 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 354731 members 
Mstep: Class 13 contains 18820 members 
Mstep: Class 17 contains 3832 members 
Mstep: Class 18 contains 16169 members 
Mstep: Class 19 contains 14800 members 
Mstep: Class 20 contains 18729 members 
Mstep: Class 21 contains 14891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798372.000000 Penalty: 30561.902344
Iteration 96Q: 15 clusters Score -4.179837e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 48786 members 
Mstep: Class 4 contains 21549 members 
Mstep: Class 6 contains 27208 members 
Mstep: Class 7 contains 132772 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8064 members 
Mstep: Class 12 contains 354926 members 
Mstep: Class 13 contains 18808 members 
Mstep: Class 17 contains 3824 members 
Mstep: Class 18 contains 16161 members 
Mstep: Class 19 contains 14794 members 
Mstep: Class 20 contains 18711 members 
Mstep: Class 21 contains 14868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798360.000000 Penalty: 30561.902344
Iteration 97Q: 15 clusters Score -4.179836e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 48787 members 
Mstep: Class 4 contains 21543 members 
Mstep: Class 6 contains 27174 members 
Mstep: Class 7 contains 132684 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8072 members 
Mstep: Class 12 contains 355097 members 
Mstep: Class 13 contains 18805 members 
Mstep: Class 17 contains 3817 members 
Mstep: Class 18 contains 16153 members 
Mstep: Class 19 contains 14789 members 
Mstep: Class 20 contains 18700 members 
Mstep: Class 21 contains 14853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798484.000000 Penalty: 30561.902344
Iteration 98Q: 15 clusters Score -4.179848e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 48796 members 
Mstep: Class 4 contains 21537 members 
Mstep: Class 6 contains 27146 members 
Mstep: Class 7 contains 132597 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 11 contains 8079 members 
Mstep: Class 12 contains 355253 members 
Mstep: Class 13 contains 18802 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 16143 members 
Mstep: Class 19 contains 14786 members 
Mstep: Class 20 contains 18690 members 
Mstep: Class 21 contains 14840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798448.000000 Penalty: 30561.902344
Iteration 99Q: 15 clusters Score -4.179845e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 48794 members 
Mstep: Class 4 contains 21533 members 
Mstep: Class 6 contains 27109 members 
Mstep: Class 7 contains 132508 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 11 contains 8087 members 
Mstep: Class 12 contains 355413 members 
Mstep: Class 13 contains 18804 members 
Mstep: Class 17 contains 3803 members 
Mstep: Class 18 contains 16134 members 
Mstep: Class 19 contains 14780 members 
Mstep: Class 20 contains 18684 members 
Mstep: Class 21 contains 14828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798384.000000 Penalty: 30561.902344
Iteration 100F: 15 clusters Score -4.179838e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 48792 members 
Mstep: Class 4 contains 21524 members 
Mstep: Class 6 contains 27069 members 
Mstep: Class 7 contains 132439 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8093 members 
Mstep: Class 12 contains 355561 members 
Mstep: Class 13 contains 18809 members 
Mstep: Class 17 contains 3797 members 
Mstep: Class 18 contains 16124 members 
Mstep: Class 19 contains 14778 members 
Mstep: Class 20 contains 18677 members 
Mstep: Class 21 contains 14812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798272.000000 Penalty: 30561.902344
Iteration 101Q: 15 clusters Score -4.179827e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 48793 members 
Mstep: Class 4 contains 21521 members 
Mstep: Class 6 contains 27024 members 
Mstep: Class 7 contains 132367 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 11 contains 8100 members 
Mstep: Class 12 contains 355705 members 
Mstep: Class 13 contains 18810 members 
Mstep: Class 17 contains 3789 members 
Mstep: Class 18 contains 16118 members 
Mstep: Class 19 contains 14774 members 
Mstep: Class 20 contains 18674 members 
Mstep: Class 21 contains 14802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798296.000000 Penalty: 30561.902344
Iteration 102Q: 15 clusters Score -4.17983e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 48790 members 
Mstep: Class 4 contains 21519 members 
Mstep: Class 6 contains 26974 members 
Mstep: Class 7 contains 132310 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 11 contains 8103 members 
Mstep: Class 12 contains 355851 members 
Mstep: Class 13 contains 18811 members 
Mstep: Class 17 contains 3786 members 
Mstep: Class 18 contains 16109 members 
Mstep: Class 19 contains 14772 members 
Mstep: Class 20 contains 18669 members 
Mstep: Class 21 contains 14785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798252.000000 Penalty: 30561.902344
Iteration 103Q: 15 clusters Score -4.179825e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 48792 members 
Mstep: Class 4 contains 21514 members 
Mstep: Class 6 contains 26930 members 
Mstep: Class 7 contains 132260 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 11 contains 8103 members 
Mstep: Class 12 contains 355989 members 
Mstep: Class 13 contains 18812 members 
Mstep: Class 17 contains 3782 members 
Mstep: Class 18 contains 16101 members 
Mstep: Class 19 contains 14770 members 
Mstep: Class 20 contains 18666 members 
Mstep: Class 21 contains 14760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798296.000000 Penalty: 30561.902344
Iteration 104Q: 15 clusters Score -4.17983e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 48788 members 
Mstep: Class 4 contains 21511 members 
Mstep: Class 6 contains 26898 members 
Mstep: Class 7 contains 132197 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 11 contains 8104 members 
Mstep: Class 12 contains 356122 members 
Mstep: Class 13 contains 18814 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 18 contains 16096 members 
Mstep: Class 19 contains 14767 members 
Mstep: Class 20 contains 18662 members 
Mstep: Class 21 contains 14742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798260.000000 Penalty: 30561.902344
Iteration 105Q: 15 clusters Score -4.179826e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 48787 members 
Mstep: Class 4 contains 21509 members 
Mstep: Class 6 contains 26876 members 
Mstep: Class 7 contains 132147 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 11 contains 8106 members 
Mstep: Class 12 contains 356217 members 
Mstep: Class 13 contains 18821 members 
Mstep: Class 17 contains 3773 members 
Mstep: Class 18 contains 16091 members 
Mstep: Class 19 contains 14768 members 
Mstep: Class 20 contains 18656 members 
Mstep: Class 21 contains 14728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798268.000000 Penalty: 30561.902344
Iteration 106Q: 15 clusters Score -4.179827e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 48783 members 
Mstep: Class 4 contains 21505 members 
Mstep: Class 6 contains 26858 members 
Mstep: Class 7 contains 132096 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 356318 members 
Mstep: Class 13 contains 18821 members 
Mstep: Class 17 contains 3771 members 
Mstep: Class 18 contains 16080 members 
Mstep: Class 19 contains 14768 members 
Mstep: Class 20 contains 18650 members 
Mstep: Class 21 contains 14720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798252.000000 Penalty: 30561.902344
Iteration 107Q: 15 clusters Score -4.179825e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 48780 members 
Mstep: Class 4 contains 21500 members 
Mstep: Class 6 contains 26837 members 
Mstep: Class 7 contains 132053 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 11 contains 8109 members 
Mstep: Class 12 contains 356400 members 
Mstep: Class 13 contains 18823 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 18 contains 16078 members 
Mstep: Class 19 contains 14768 members 
Mstep: Class 20 contains 18646 members 
Mstep: Class 21 contains 14714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798260.000000 Penalty: 30561.902344
Iteration 108Q: 15 clusters Score -4.179826e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 48783 members 
Mstep: Class 4 contains 21499 members 
Mstep: Class 6 contains 26822 members 
Mstep: Class 7 contains 132024 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 11 contains 8109 members 
Mstep: Class 12 contains 356457 members 
Mstep: Class 13 contains 18823 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 16074 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 18645 members 
Mstep: Class 21 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798352.000000 Penalty: 30561.902344
Iteration 109Q: 15 clusters Score -4.179835e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 48785 members 
Mstep: Class 4 contains 21498 members 
Mstep: Class 6 contains 26812 members 
Mstep: Class 7 contains 131996 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8109 members 
Mstep: Class 12 contains 356507 members 
Mstep: Class 13 contains 18822 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 16069 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 18642 members 
Mstep: Class 21 contains 14703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798340.000000 Penalty: 30561.902344
Iteration 110Q: 15 clusters Score -4.179834e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 48786 members 
Mstep: Class 4 contains 21499 members 
Mstep: Class 6 contains 26806 members 
Mstep: Class 7 contains 131966 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8109 members 
Mstep: Class 12 contains 356552 members 
Mstep: Class 13 contains 18824 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 16065 members 
Mstep: Class 19 contains 14764 members 
Mstep: Class 20 contains 18641 members 
Mstep: Class 21 contains 14699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798372.000000 Penalty: 30561.902344
Iteration 111Q: 15 clusters Score -4.179837e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 48792 members 
Mstep: Class 4 contains 21499 members 
Mstep: Class 6 contains 26802 members 
Mstep: Class 7 contains 131938 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8109 members 
Mstep: Class 12 contains 356593 members 
Mstep: Class 13 contains 18827 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 16058 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 18638 members 
Mstep: Class 21 contains 14697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798368.000000 Penalty: 30561.902344
Iteration 112Q: 15 clusters Score -4.179837e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 48795 members 
Mstep: Class 4 contains 21496 members 
Mstep: Class 6 contains 26800 members 
Mstep: Class 7 contains 131906 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8109 members 
Mstep: Class 12 contains 356636 members 
Mstep: Class 13 contains 18829 members 
Mstep: Class 17 contains 3762 members 
Mstep: Class 18 contains 16055 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 18633 members 
Mstep: Class 21 contains 14696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798408.000000 Penalty: 30561.902344
Iteration 113Q: 15 clusters Score -4.179841e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 48795 members 
Mstep: Class 4 contains 21493 members 
Mstep: Class 6 contains 26798 members 
Mstep: Class 7 contains 131880 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8109 members 
Mstep: Class 12 contains 356679 members 
Mstep: Class 13 contains 18829 members 
Mstep: Class 17 contains 3761 members 
Mstep: Class 18 contains 16053 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 18626 members 
Mstep: Class 21 contains 14695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798368.000000 Penalty: 30561.902344
Iteration 114Q: 15 clusters Score -4.179837e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48796 members 
Mstep: Class 4 contains 21491 members 
Mstep: Class 6 contains 26796 members 
Mstep: Class 7 contains 131859 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8109 members 
Mstep: Class 12 contains 356709 members 
Mstep: Class 13 contains 18832 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 16053 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 18623 members 
Mstep: Class 21 contains 14692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798376.000000 Penalty: 30561.902344
Iteration 115Q: 15 clusters Score -4.179838e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48794 members 
Mstep: Class 4 contains 21488 members 
Mstep: Class 6 contains 26797 members 
Mstep: Class 7 contains 131831 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8110 members 
Mstep: Class 12 contains 356746 members 
Mstep: Class 13 contains 18832 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 16052 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 18621 members 
Mstep: Class 21 contains 14689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798364.000000 Penalty: 30561.902344
Iteration 116Q: 15 clusters Score -4.179836e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48788 members 
Mstep: Class 4 contains 21488 members 
Mstep: Class 6 contains 26795 members 
Mstep: Class 7 contains 131804 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8110 members 
Mstep: Class 12 contains 356782 members 
Mstep: Class 13 contains 18832 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 16052 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 18620 members 
Mstep: Class 21 contains 14689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798352.000000 Penalty: 30561.902344
Iteration 117Q: 15 clusters Score -4.179835e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48786 members 
Mstep: Class 4 contains 21488 members 
Mstep: Class 6 contains 26791 members 
Mstep: Class 7 contains 131784 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8110 members 
Mstep: Class 12 contains 356809 members 
Mstep: Class 13 contains 18832 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 16052 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 18619 members 
Mstep: Class 21 contains 14689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798344.000000 Penalty: 30561.902344
Iteration 118Q: 15 clusters Score -4.179834e+07 nChanged 29
Entering ConstructFrom: 
Score: -41798344.000000 Penalty: 30561.902344
Entering ConstructFrom: 
Trying to split cluster 1 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -90985.070312 Penalty: 1181.199463
	Iteration 0F: 2 clusters Score -90985.07 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 727 members 
Entering Unmasked Estep 
Score: -89218.882812 Penalty: 2362.398926
	Iteration 0F: 3 clusters Score -89218.88 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -89535.390625 Penalty: 2362.398926
	Iteration 1F: 3 clusters Score -89535.39 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -89620.640625 Penalty: 2362.398926
	Iteration 2F: 3 clusters Score -89620.64 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -89669.273438 Penalty: 2362.398926
	Iteration 3Q: 3 clusters Score -89669.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -89701.984375 Penalty: 2362.398926
	Iteration 4Q: 3 clusters Score -89701.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -89732.250000 Penalty: 2362.398926
	Iteration 5Q: 3 clusters Score -89732.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -89754.117188 Penalty: 2362.398926
	Iteration 6Q: 3 clusters Score -89754.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -89768.484375 Penalty: 2362.398926
	Iteration 7Q: 3 clusters Score -89768.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -89771.554688 Penalty: 2362.398926
	Iteration 8Q: 3 clusters Score -89771.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -89775.031250 Penalty: 2362.398926
	Iteration 9Q: 3 clusters Score -89775.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -89777.398438 Penalty: 2362.398926
	Iteration 10Q: 3 clusters Score -89777.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -89779.429688 Penalty: 2362.398926
	Iteration 11Q: 3 clusters Score -89779.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -89782.640625 Penalty: 2362.398926
	Iteration 12Q: 3 clusters Score -89782.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -89783.359375 Penalty: 2362.398926
	Iteration 13Q: 3 clusters Score -89783.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -89783.359375 Penalty: 2362.398926
	Iteration 14F: 3 clusters Score -89783.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Entering Unmasked Estep 
Score: -3137958.750000 Penalty: 1754.213135
	Iteration 0F: 2 clusters Score -3137959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -3105293.000000 Penalty: 3508.426270
	Iteration 0F: 3 clusters Score -3105293 nChanged 22827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3117946.000000 Penalty: 3508.426270
	Iteration 1F: 3 clusters Score -3117946 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3118402.250000 Penalty: 3508.426270
	Iteration 2Q: 3 clusters Score -3118402 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3118934.500000 Penalty: 3508.426270
	Iteration 3Q: 3 clusters Score -3118934 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -3119523.500000 Penalty: 3508.426270
	Iteration 4Q: 3 clusters Score -3119524 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -3120157.500000 Penalty: 3508.426270
	Iteration 5Q: 3 clusters Score -3120158 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -3120920.500000 Penalty: 3508.426270
	Iteration 6Q: 3 clusters Score -3120920 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -3121935.750000 Penalty: 3508.426270
	Iteration 7Q: 3 clusters Score -3121936 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3123473.000000 Penalty: 3508.426270
	Iteration 8F: 3 clusters Score -3123473 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3125826.250000 Penalty: 3508.426270
	Iteration 9F: 3 clusters Score -3125826 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -3128859.500000 Penalty: 3508.426270
	Iteration 10F: 3 clusters Score -3128860 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -3131903.250000 Penalty: 3508.426270
	Iteration 11F: 3 clusters Score -3131903 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3134234.000000 Penalty: 3508.426270
	Iteration 12Q: 3 clusters Score -3134234 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3135314.250000 Penalty: 3508.426270
	Iteration 13Q: 3 clusters Score -3135314 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3135811.750000 Penalty: 3508.426270
	Iteration 14Q: 3 clusters Score -3135812 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3136061.500000 Penalty: 3508.426270
	Iteration 15Q: 3 clusters Score -3136062 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3136221.500000 Penalty: 3508.426270
	Iteration 16Q: 3 clusters Score -3136222 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3136296.750000 Penalty: 3508.426270
	Iteration 17Q: 3 clusters Score -3136297 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3136358.000000 Penalty: 3508.426270
	Iteration 18Q: 3 clusters Score -3136358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3136406.750000 Penalty: 3508.426270
	Iteration 19Q: 3 clusters Score -3136407 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3136427.000000 Penalty: 3508.426270
	Iteration 20F: 3 clusters Score -3136427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3136439.250000 Penalty: 3508.426270
	Iteration 21Q: 3 clusters Score -3136439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3136450.500000 Penalty: 3508.426270
	Iteration 22Q: 3 clusters Score -3136450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3136449.000000 Penalty: 3508.426270
	Iteration 23Q: 3 clusters Score -3136449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3136452.250000 Penalty: 3508.426270
	Iteration 24Q: 3 clusters Score -3136452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3136455.250000 Penalty: 3508.426270
	Iteration 25Q: 3 clusters Score -3136455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3136453.250000 Penalty: 3508.426270
	Iteration 26Q: 3 clusters Score -3136453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3136456.750000 Penalty: 3508.426270
	Iteration 27Q: 3 clusters Score -3136457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3136453.500000 Penalty: 3508.426270
	Iteration 28Q: 3 clusters Score -3136454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3136459.000000 Penalty: 3508.426270
	Iteration 29Q: 3 clusters Score -3136459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3136456.750000 Penalty: 3508.426270
	Iteration 30Q: 3 clusters Score -3136457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3136456.750000 Penalty: 3508.426270
	Iteration 31F: 3 clusters Score -3136457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Entering Unmasked Estep 
Score: -1359665.625000 Penalty: 1620.978149
	Iteration 0F: 2 clusters Score -1359666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1345100.250000 Penalty: 3241.956299
	Iteration 0F: 3 clusters Score -1345100 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1350550.750000 Penalty: 3241.956299
	Iteration 1F: 3 clusters Score -1350551 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1351343.875000 Penalty: 3241.956299
	Iteration 2F: 3 clusters Score -1351344 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1352296.500000 Penalty: 3241.956299
	Iteration 3F: 3 clusters Score -1352296 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1353435.375000 Penalty: 3241.956299
	Iteration 4F: 3 clusters Score -1353435 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1354778.125000 Penalty: 3241.956299
	Iteration 5F: 3 clusters Score -1354778 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -1356104.125000 Penalty: 3241.956299
	Iteration 6F: 3 clusters Score -1356104 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -1357241.125000 Penalty: 3241.956299
	Iteration 7F: 3 clusters Score -1357241 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -1358112.375000 Penalty: 3241.956299
	Iteration 8Q: 3 clusters Score -1358112 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -1358653.500000 Penalty: 3241.956299
	Iteration 9Q: 3 clusters Score -1358654 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -1358953.625000 Penalty: 3241.956299
	Iteration 10Q: 3 clusters Score -1358954 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -1359150.875000 Penalty: 3241.956299
	Iteration 11Q: 3 clusters Score -1359151 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -1359255.500000 Penalty: 3241.956299
	Iteration 12Q: 3 clusters Score -1359256 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -1359329.750000 Penalty: 3241.956299
	Iteration 13Q: 3 clusters Score -1359330 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -1359371.750000 Penalty: 3241.956299
	Iteration 14Q: 3 clusters Score -1359372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -1359395.000000 Penalty: 3241.956299
	Iteration 15Q: 3 clusters Score -1359395 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -1359410.625000 Penalty: 3241.956299
	Iteration 16Q: 3 clusters Score -1359411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -1359416.750000 Penalty: 3241.956299
	Iteration 17Q: 3 clusters Score -1359417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -1359418.375000 Penalty: 3241.956299
	Iteration 18Q: 3 clusters Score -1359418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -1359420.500000 Penalty: 3241.956299
	Iteration 19Q: 3 clusters Score -1359420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -1359427.625000 Penalty: 3241.956299
	Iteration 20F: 3 clusters Score -1359428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -1359428.625000 Penalty: 3241.956299
	Iteration 21Q: 3 clusters Score -1359429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -1359429.125000 Penalty: 3241.956299
	Iteration 22Q: 3 clusters Score -1359429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -1359429.125000 Penalty: 3241.956299
	Iteration 23F: 3 clusters Score -1359429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Entering Unmasked Estep 
Score: -1710538.125000 Penalty: 1656.808838
	Iteration 0F: 2 clusters Score -1710538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1692475.875000 Penalty: 3313.617676
	Iteration 0F: 3 clusters Score -1692476 nChanged 12247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1699269.625000 Penalty: 3313.617676
	Iteration 1F: 3 clusters Score -1699270 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1699783.375000 Penalty: 3313.617676
	Iteration 2Q: 3 clusters Score -1699783 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1700421.000000 Penalty: 3313.617676
	Iteration 3Q: 3 clusters Score -1700421 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1701243.500000 Penalty: 3313.617676
	Iteration 4F: 3 clusters Score -1701244 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1702173.625000 Penalty: 3313.617676
	Iteration 5F: 3 clusters Score -1702174 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1703200.625000 Penalty: 3313.617676
	Iteration 6F: 3 clusters Score -1703201 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -1704333.750000 Penalty: 3313.617676
	Iteration 7F: 3 clusters Score -1704334 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -1705453.125000 Penalty: 3313.617676
	Iteration 8F: 3 clusters Score -1705453 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -1706355.750000 Penalty: 3313.617676
	Iteration 9Q: 3 clusters Score -1706356 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -1706928.375000 Penalty: 3313.617676
	Iteration 10Q: 3 clusters Score -1706928 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -1707310.625000 Penalty: 3313.617676
	Iteration 11Q: 3 clusters Score -1707311 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -1707533.500000 Penalty: 3313.617676
	Iteration 12Q: 3 clusters Score -1707534 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -1707727.125000 Penalty: 3313.617676
	Iteration 13Q: 3 clusters Score -1707727 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -1707902.750000 Penalty: 3313.617676
	Iteration 14Q: 3 clusters Score -1707903 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -1708003.250000 Penalty: 3313.617676
	Iteration 15Q: 3 clusters Score -1708003 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -1708105.250000 Penalty: 3313.617676
	Iteration 16Q: 3 clusters Score -1708105 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -1708190.500000 Penalty: 3313.617676
	Iteration 17Q: 3 clusters Score -1708190 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -1708272.000000 Penalty: 3313.617676
	Iteration 18Q: 3 clusters Score -1708272 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -1708351.750000 Penalty: 3313.617676
	Iteration 19Q: 3 clusters Score -1708352 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -1708418.125000 Penalty: 3313.617676
	Iteration 20F: 3 clusters Score -1708418 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -1708474.500000 Penalty: 3313.617676
	Iteration 21Q: 3 clusters Score -1708474 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -1708524.250000 Penalty: 3313.617676
	Iteration 22Q: 3 clusters Score -1708524 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -1708581.375000 Penalty: 3313.617676
	Iteration 23Q: 3 clusters Score -1708581 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -1708640.375000 Penalty: 3313.617676
	Iteration 24Q: 3 clusters Score -1708640 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -1708690.125000 Penalty: 3313.617676
	Iteration 25Q: 3 clusters Score -1708690 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -1708734.625000 Penalty: 3313.617676
	Iteration 26Q: 3 clusters Score -1708735 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -1708781.625000 Penalty: 3313.617676
	Iteration 27Q: 3 clusters Score -1708782 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -1708824.000000 Penalty: 3313.617676
	Iteration 28Q: 3 clusters Score -1708824 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -1708851.875000 Penalty: 3313.617676
	Iteration 29Q: 3 clusters Score -1708852 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -1708893.000000 Penalty: 3313.617676
	Iteration 30Q: 3 clusters Score -1708893 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -1708935.125000 Penalty: 3313.617676
	Iteration 31Q: 3 clusters Score -1708935 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -1708960.875000 Penalty: 3313.617676
	Iteration 32Q: 3 clusters Score -1708961 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -1708993.125000 Penalty: 3313.617676
	Iteration 33Q: 3 clusters Score -1708993 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -1709028.875000 Penalty: 3313.617676
	Iteration 34Q: 3 clusters Score -1709029 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -1709048.125000 Penalty: 3313.617676
	Iteration 35Q: 3 clusters Score -1709048 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -1709072.125000 Penalty: 3313.617676
	Iteration 36Q: 3 clusters Score -1709072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -1709082.875000 Penalty: 3313.617676
	Iteration 37Q: 3 clusters Score -1709083 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -1709098.875000 Penalty: 3313.617676
	Iteration 38Q: 3 clusters Score -1709099 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -1709117.375000 Penalty: 3313.617676
	Iteration 39Q: 3 clusters Score -1709117 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -1709131.375000 Penalty: 3313.617676
	Iteration 40F: 3 clusters Score -1709131 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -1709142.750000 Penalty: 3313.617676
	Iteration 41Q: 3 clusters Score -1709143 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -1709163.875000 Penalty: 3313.617676
	Iteration 42Q: 3 clusters Score -1709164 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -1709174.000000 Penalty: 3313.617676
	Iteration 43Q: 3 clusters Score -1709174 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -1709200.125000 Penalty: 3313.617676
	Iteration 44Q: 3 clusters Score -1709200 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -1709213.000000 Penalty: 3313.617676
	Iteration 45Q: 3 clusters Score -1709213 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -1709227.750000 Penalty: 3313.617676
	Iteration 46Q: 3 clusters Score -1709228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -1709241.000000 Penalty: 3313.617676
	Iteration 47Q: 3 clusters Score -1709241 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -1709245.750000 Penalty: 3313.617676
	Iteration 48Q: 3 clusters Score -1709246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -1709248.500000 Penalty: 3313.617676
	Iteration 49Q: 3 clusters Score -1709248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -1709257.500000 Penalty: 3313.617676
	Iteration 50Q: 3 clusters Score -1709258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -1709268.250000 Penalty: 3313.617676
	Iteration 51Q: 3 clusters Score -1709268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -1709272.875000 Penalty: 3313.617676
	Iteration 52Q: 3 clusters Score -1709273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -1709278.125000 Penalty: 3313.617676
	Iteration 53Q: 3 clusters Score -1709278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -1709289.125000 Penalty: 3313.617676
	Iteration 54Q: 3 clusters Score -1709289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -1709296.000000 Penalty: 3313.617676
	Iteration 55Q: 3 clusters Score -1709296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -1709307.000000 Penalty: 3313.617676
	Iteration 56Q: 3 clusters Score -1709307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -1709314.250000 Penalty: 3313.617676
	Iteration 57Q: 3 clusters Score -1709314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -1709322.375000 Penalty: 3313.617676
	Iteration 58Q: 3 clusters Score -1709322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -1709326.875000 Penalty: 3313.617676
	Iteration 59Q: 3 clusters Score -1709327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -1709334.125000 Penalty: 3313.617676
	Iteration 60F: 3 clusters Score -1709334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -1709334.250000 Penalty: 3313.617676
	Iteration 61Q: 3 clusters Score -1709334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -1709332.625000 Penalty: 3313.617676
	Iteration 62Q: 3 clusters Score -1709333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -1709340.625000 Penalty: 3313.617676
	Iteration 63Q: 3 clusters Score -1709341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -1709343.250000 Penalty: 3313.617676
	Iteration 64Q: 3 clusters Score -1709343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -1709355.375000 Penalty: 3313.617676
	Iteration 65Q: 3 clusters Score -1709355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -1709356.375000 Penalty: 3313.617676
	Iteration 66Q: 3 clusters Score -1709356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -1709364.000000 Penalty: 3313.617676
	Iteration 67Q: 3 clusters Score -1709364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -1709363.875000 Penalty: 3313.617676
	Iteration 68Q: 3 clusters Score -1709364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -1709366.000000 Penalty: 3313.617676
	Iteration 69Q: 3 clusters Score -1709366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -1709365.875000 Penalty: 3313.617676
	Iteration 70Q: 3 clusters Score -1709366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -1709370.750000 Penalty: 3313.617676
	Iteration 71Q: 3 clusters Score -1709371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -1709366.375000 Penalty: 3313.617676
	Iteration 72Q: 3 clusters Score -1709366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -1709372.000000 Penalty: 3313.617676
	Iteration 73Q: 3 clusters Score -1709372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -1709376.125000 Penalty: 3313.617676
	Iteration 74Q: 3 clusters Score -1709376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -1709377.750000 Penalty: 3313.617676
	Iteration 75Q: 3 clusters Score -1709378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -1709376.625000 Penalty: 3313.617676
	Iteration 76Q: 3 clusters Score -1709377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -1709374.750000 Penalty: 3313.617676
	Iteration 77Q: 3 clusters Score -1709375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -1709379.250000 Penalty: 3313.617676
	Iteration 78Q: 3 clusters Score -1709379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -1709377.875000 Penalty: 3313.617676
	Iteration 79Q: 3 clusters Score -1709378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -1709379.875000 Penalty: 3313.617676
	Iteration 80F: 3 clusters Score -1709380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -1709380.125000 Penalty: 3313.617676
	Iteration 81Q: 3 clusters Score -1709380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -1709381.500000 Penalty: 3313.617676
	Iteration 82Q: 3 clusters Score -1709382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -1709386.500000 Penalty: 3313.617676
	Iteration 83Q: 3 clusters Score -1709386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -1709386.500000 Penalty: 3313.617676
	Iteration 84Q: 3 clusters Score -1709386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -1709387.125000 Penalty: 3313.617676
	Iteration 85Q: 3 clusters Score -1709387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -1709387.625000 Penalty: 3313.617676
	Iteration 86Q: 3 clusters Score -1709388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -1709389.750000 Penalty: 3313.617676
	Iteration 87Q: 3 clusters Score -1709390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -1709392.250000 Penalty: 3313.617676
	Iteration 88Q: 3 clusters Score -1709392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -1709394.000000 Penalty: 3313.617676
	Iteration 89Q: 3 clusters Score -1709394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -1709395.125000 Penalty: 3313.617676
	Iteration 90Q: 3 clusters Score -1709395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -1709397.375000 Penalty: 3313.617676
	Iteration 91Q: 3 clusters Score -1709397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -1709397.375000 Penalty: 3313.617676
	Iteration 92Q: 3 clusters Score -1709397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -1709395.875000 Penalty: 3313.617676
	Iteration 93Q: 3 clusters Score -1709396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -1709395.500000 Penalty: 3313.617676
	Iteration 94Q: 3 clusters Score -1709396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -1709395.500000 Penalty: 3313.617676
	Iteration 95Q: 3 clusters Score -1709396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -1709394.625000 Penalty: 3313.617676
	Iteration 96Q: 3 clusters Score -1709395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -1709395.125000 Penalty: 3313.617676
	Iteration 97Q: 3 clusters Score -1709395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -1709395.625000 Penalty: 3313.617676
	Iteration 98Q: 3 clusters Score -1709396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -1709396.375000 Penalty: 3313.617676
	Iteration 99Q: 3 clusters Score -1709396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -1709402.125000 Penalty: 3313.617676
	Iteration 100F: 3 clusters Score -1709402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -1709400.500000 Penalty: 3313.617676
	Iteration 101Q: 3 clusters Score -1709400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -1709400.625000 Penalty: 3313.617676
	Iteration 102Q: 3 clusters Score -1709401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -1709406.500000 Penalty: 3313.617676
	Iteration 103Q: 3 clusters Score -1709406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -1709407.875000 Penalty: 3313.617676
	Iteration 104Q: 3 clusters Score -1709408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -1709411.875000 Penalty: 3313.617676
	Iteration 105Q: 3 clusters Score -1709412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -1709415.750000 Penalty: 3313.617676
	Iteration 106Q: 3 clusters Score -1709416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -1709416.375000 Penalty: 3313.617676
	Iteration 107Q: 3 clusters Score -1709416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -1709415.375000 Penalty: 3313.617676
	Iteration 108Q: 3 clusters Score -1709415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -1709418.250000 Penalty: 3313.617676
	Iteration 109Q: 3 clusters Score -1709418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -1709417.500000 Penalty: 3313.617676
	Iteration 110Q: 3 clusters Score -1709418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -1709418.625000 Penalty: 3313.617676
	Iteration 111Q: 3 clusters Score -1709419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -1709417.750000 Penalty: 3313.617676
	Iteration 112Q: 3 clusters Score -1709418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -1709419.000000 Penalty: 3313.617676
	Iteration 113Q: 3 clusters Score -1709419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -1709418.625000 Penalty: 3313.617676
	Iteration 114Q: 3 clusters Score -1709419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -1709420.625000 Penalty: 3313.617676
	Iteration 115Q: 3 clusters Score -1709421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -1709421.625000 Penalty: 3313.617676
	Iteration 116Q: 3 clusters Score -1709422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -1709419.750000 Penalty: 3313.617676
	Iteration 117Q: 3 clusters Score -1709420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -1709419.750000 Penalty: 3313.617676
	Iteration 118F: 3 clusters Score -1709420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (131763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131763 members 
Entering Unmasked Estep 
Score: -8436192.000000 Penalty: 1915.673584
	Iteration 0F: 2 clusters Score -8436192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 65627 members 
Entering Unmasked Estep 
Score: -8347887.000000 Penalty: 3831.347168
	Iteration 0F: 3 clusters Score -8347887 nChanged 63290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 61315 members 
Entering Unmasked Estep 
Score: -8385342.000000 Penalty: 3831.347168
	Iteration 1F: 3 clusters Score -8385342 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 58491 members 
Entering Unmasked Estep 
Score: -8386620.500000 Penalty: 3831.347168
	Iteration 2Q: 3 clusters Score -8386620 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77592 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -8388625.000000 Penalty: 3831.347168
	Iteration 3Q: 3 clusters Score -8388625 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84003 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -8392320.000000 Penalty: 3831.347168
	Iteration 4F: 3 clusters Score -8392320 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92960 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -8398708.000000 Penalty: 3831.347168
	Iteration 5F: 3 clusters Score -8398708 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103955 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -8408216.000000 Penalty: 3831.347168
	Iteration 6F: 3 clusters Score -8408216 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114981 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -8418717.000000 Penalty: 3831.347168
	Iteration 7F: 3 clusters Score -8418717 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123419 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -8426896.000000 Penalty: 3831.347168
	Iteration 8F: 3 clusters Score -8426896 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128148 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -8431375.000000 Penalty: 3831.347168
	Iteration 9Q: 3 clusters Score -8431375 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130168 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8433280.000000 Penalty: 3831.347168
	Iteration 10Q: 3 clusters Score -8433280 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130961 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8433943.000000 Penalty: 3831.347168
	Iteration 11Q: 3 clusters Score -8433943 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131288 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8434216.000000 Penalty: 3831.347168
	Iteration 12Q: 3 clusters Score -8434216 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131409 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8434361.000000 Penalty: 3831.347168
	Iteration 13Q: 3 clusters Score -8434361 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131454 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8434403.000000 Penalty: 3831.347168
	Iteration 14Q: 3 clusters Score -8434403 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131478 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8434440.000000 Penalty: 3831.347168
	Iteration 15Q: 3 clusters Score -8434440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131482 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8434473.000000 Penalty: 3831.347168
	Iteration 16Q: 3 clusters Score -8434473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131487 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8434490.000000 Penalty: 3831.347168
	Iteration 17Q: 3 clusters Score -8434490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131495 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8434509.000000 Penalty: 3831.347168
	Iteration 18Q: 3 clusters Score -8434509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131499 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8434518.000000 Penalty: 3831.347168
	Iteration 19Q: 3 clusters Score -8434518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131501 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8434519.000000 Penalty: 3831.347168
	Iteration 20F: 3 clusters Score -8434519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131504 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8434528.000000 Penalty: 3831.347168
	Iteration 21Q: 3 clusters Score -8434528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131505 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8434524.000000 Penalty: 3831.347168
	Iteration 22Q: 3 clusters Score -8434524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131503 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8434531.000000 Penalty: 3831.347168
	Iteration 23Q: 3 clusters Score -8434531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131505 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8434527.000000 Penalty: 3831.347168
	Iteration 24Q: 3 clusters Score -8434527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131506 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8434531.000000 Penalty: 3831.347168
	Iteration 25Q: 3 clusters Score -8434531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131507 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8434534.000000 Penalty: 3831.347168
	Iteration 26Q: 3 clusters Score -8434534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131507 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8434542.000000 Penalty: 3831.347168
	Iteration 27Q: 3 clusters Score -8434542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131506 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8434536.000000 Penalty: 3831.347168
	Iteration 28Q: 3 clusters Score -8434536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131506 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8434536.000000 Penalty: 3831.347168
	Iteration 29F: 3 clusters Score -8434536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -47340.660156 Penalty: 1080.880371
	Iteration 0F: 2 clusters Score -47340.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -46057.160156 Penalty: 2161.760742
	Iteration 0F: 3 clusters Score -46057.16 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -46248.847656 Penalty: 2161.760742
	Iteration 1F: 3 clusters Score -46248.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -46289.289062 Penalty: 2161.760742
	Iteration 2F: 3 clusters Score -46289.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -46313.996094 Penalty: 2161.760742
	Iteration 3Q: 3 clusters Score -46314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -46324.820312 Penalty: 2161.760742
	Iteration 4Q: 3 clusters Score -46324.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -46329.792969 Penalty: 2161.760742
	Iteration 5Q: 3 clusters Score -46329.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -46330.371094 Penalty: 2161.760742
	Iteration 6Q: 3 clusters Score -46330.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -46332.878906 Penalty: 2161.760742
	Iteration 7Q: 3 clusters Score -46332.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -46334.632812 Penalty: 2161.760742
	Iteration 8Q: 3 clusters Score -46334.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -46337.695312 Penalty: 2161.760742
	Iteration 9Q: 3 clusters Score -46337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -46338.980469 Penalty: 2161.760742
	Iteration 10Q: 3 clusters Score -46338.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -46339.734375 Penalty: 2161.760742
	Iteration 11Q: 3 clusters Score -46339.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -46340.769531 Penalty: 2161.760742
	Iteration 12Q: 3 clusters Score -46340.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -46343.121094 Penalty: 2161.760742
	Iteration 13Q: 3 clusters Score -46343.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -46344.847656 Penalty: 2161.760742
	Iteration 14Q: 3 clusters Score -46344.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -46345.773438 Penalty: 2161.760742
	Iteration 15Q: 3 clusters Score -46345.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -46346.511719 Penalty: 2161.760742
	Iteration 16Q: 3 clusters Score -46346.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -46346.511719 Penalty: 2161.760742
	Iteration 17F: 3 clusters Score -46346.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Entering Unmasked Estep 
Score: -512143.093750 Penalty: 1462.658691
	Iteration 0F: 2 clusters Score -512143.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -506188.906250 Penalty: 2925.317383
	Iteration 0F: 3 clusters Score -506188.9 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -508006.468750 Penalty: 2925.317383
	Iteration 1F: 3 clusters Score -508006.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -508251.218750 Penalty: 2925.317383
	Iteration 2F: 3 clusters Score -508251.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -508535.312500 Penalty: 2925.317383
	Iteration 3Q: 3 clusters Score -508535.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -508934.718750 Penalty: 2925.317383
	Iteration 4F: 3 clusters Score -508934.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -509384.718750 Penalty: 2925.317383
	Iteration 5F: 3 clusters Score -509384.7 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -509960.093750 Penalty: 2925.317383
	Iteration 6F: 3 clusters Score -509960.1 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -510677.343750 Penalty: 2925.317383
	Iteration 7F: 3 clusters Score -510677.3 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -511319.968750 Penalty: 2925.317383
	Iteration 8F: 3 clusters Score -511320 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -511742.500000 Penalty: 2925.317383
	Iteration 9F: 3 clusters Score -511742.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -511914.750000 Penalty: 2925.317383
	Iteration 10Q: 3 clusters Score -511914.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -511956.906250 Penalty: 2925.317383
	Iteration 11Q: 3 clusters Score -511956.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -511972.187500 Penalty: 2925.317383
	Iteration 12Q: 3 clusters Score -511972.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -511978.843750 Penalty: 2925.317383
	Iteration 13Q: 3 clusters Score -511978.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -511982.968750 Penalty: 2925.317383
	Iteration 14Q: 3 clusters Score -511983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -511987.531250 Penalty: 2925.317383
	Iteration 15Q: 3 clusters Score -511987.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -511990.531250 Penalty: 2925.317383
	Iteration 16Q: 3 clusters Score -511990.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -511991.468750 Penalty: 2925.317383
	Iteration 17Q: 3 clusters Score -511991.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -511990.625000 Penalty: 2925.317383
	Iteration 18Q: 3 clusters Score -511990.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -511991.968750 Penalty: 2925.317383
	Iteration 19Q: 3 clusters Score -511992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -511991.968750 Penalty: 2925.317383
	Iteration 20F: 3 clusters Score -511992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (356835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356835 members 
Entering Unmasked Estep 
Score: -22152048.000000 Penalty: 2077.567139
	Iteration 0F: 2 clusters Score -2.215205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178062 members 
Mstep: Class 2 contains 178773 members 
Entering Unmasked Estep 
Score: -21911302.000000 Penalty: 4155.134277
	Iteration 0F: 3 clusters Score -2.19113e+07 nChanged 174443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169273 members 
Mstep: Class 2 contains 187562 members 
Entering Unmasked Estep 
Score: -22016688.000000 Penalty: 4155.134277
	Iteration 1F: 3 clusters Score -2.201669e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164028 members 
Mstep: Class 2 contains 192807 members 
Entering Unmasked Estep 
Score: -22018360.000000 Penalty: 4155.134277
	Iteration 2Q: 3 clusters Score -2.201836e+07 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155762 members 
Mstep: Class 2 contains 201073 members 
Entering Unmasked Estep 
Score: -22021412.000000 Penalty: 4155.134277
	Iteration 3Q: 3 clusters Score -2.202141e+07 nChanged 13663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143063 members 
Mstep: Class 2 contains 213772 members 
Entering Unmasked Estep 
Score: -22026858.000000 Penalty: 4155.134277
	Iteration 4Q: 3 clusters Score -2.202686e+07 nChanged 19501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123834 members 
Mstep: Class 2 contains 233001 members 
Entering Unmasked Estep 
Score: -22037602.000000 Penalty: 4155.134277
	Iteration 5F: 3 clusters Score -2.20376e+07 nChanged 27374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96500 members 
Mstep: Class 2 contains 260335 members 
Entering Unmasked Estep 
Score: -22057860.000000 Penalty: 4155.134277
	Iteration 6F: 3 clusters Score -2.205786e+07 nChanged 32923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 293256 members 
Entering Unmasked Estep 
Score: -22087684.000000 Penalty: 4155.134277
	Iteration 7F: 3 clusters Score -2.208768e+07 nChanged 30904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 324160 members 
Entering Unmasked Estep 
Score: -22118298.000000 Penalty: 4155.134277
	Iteration 8F: 3 clusters Score -2.21183e+07 nChanged 20335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 344495 members 
Entering Unmasked Estep 
Score: -22138492.000000 Penalty: 4155.134277
	Iteration 9F: 3 clusters Score -2.213849e+07 nChanged 8907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 353402 members 
Entering Unmasked Estep 
Score: -22146966.000000 Penalty: 4155.134277
	Iteration 10Q: 3 clusters Score -2.214697e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 355988 members 
Entering Unmasked Estep 
Score: -22149264.000000 Penalty: 4155.134277
	Iteration 11Q: 3 clusters Score -2.214926e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 356573 members 
Entering Unmasked Estep 
Score: -22149852.000000 Penalty: 4155.134277
	Iteration 12Q: 3 clusters Score -2.214985e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 356674 members 
Entering Unmasked Estep 
Score: -22150028.000000 Penalty: 4155.134277
	Iteration 13Q: 3 clusters Score -2.215003e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 356699 members 
Entering Unmasked Estep 
Score: -22150098.000000 Penalty: 4155.134277
	Iteration 14Q: 3 clusters Score -2.21501e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 356707 members 
Entering Unmasked Estep 
Score: -22150128.000000 Penalty: 4155.134277
	Iteration 15Q: 3 clusters Score -2.215013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 356712 members 
Entering Unmasked Estep 
Score: -22150152.000000 Penalty: 4155.134277
	Iteration 16Q: 3 clusters Score -2.215015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 356714 members 
Entering Unmasked Estep 
Score: -22150146.000000 Penalty: 4155.134277
	Iteration 17Q: 3 clusters Score -2.215015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 356714 members 
Entering Unmasked Estep 
Score: -22150148.000000 Penalty: 4155.134277
	Iteration 18Q: 3 clusters Score -2.215015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 356714 members 
Entering Unmasked Estep 
Score: -22150148.000000 Penalty: 4155.134277
	Iteration 19F: 3 clusters Score -2.215015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Entering Unmasked Estep 
Score: -1138055.250000 Penalty: 1599.538452
	Iteration 0F: 2 clusters Score -1138055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1125139.750000 Penalty: 3199.076904
	Iteration 0F: 3 clusters Score -1125140 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1129669.625000 Penalty: 3199.076904
	Iteration 1F: 3 clusters Score -1129670 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1129907.750000 Penalty: 3199.076904
	Iteration 2Q: 3 clusters Score -1129908 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1130118.000000 Penalty: 3199.076904
	Iteration 3Q: 3 clusters Score -1130118 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1130327.500000 Penalty: 3199.076904
	Iteration 4Q: 3 clusters Score -1130328 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1130557.000000 Penalty: 3199.076904
	Iteration 5Q: 3 clusters Score -1130557 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1130792.000000 Penalty: 3199.076904
	Iteration 6Q: 3 clusters Score -1130792 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1131080.000000 Penalty: 3199.076904
	Iteration 7Q: 3 clusters Score -1131080 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1131411.750000 Penalty: 3199.076904
	Iteration 8Q: 3 clusters Score -1131412 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1131819.500000 Penalty: 3199.076904
	Iteration 9Q: 3 clusters Score -1131820 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1132332.875000 Penalty: 3199.076904
	Iteration 10Q: 3 clusters Score -1132333 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1132981.750000 Penalty: 3199.076904
	Iteration 11F: 3 clusters Score -1132982 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1133716.375000 Penalty: 3199.076904
	Iteration 12F: 3 clusters Score -1133716 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1134405.625000 Penalty: 3199.076904
	Iteration 13Q: 3 clusters Score -1134406 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1134923.125000 Penalty: 3199.076904
	Iteration 14Q: 3 clusters Score -1134923 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1135365.375000 Penalty: 3199.076904
	Iteration 15Q: 3 clusters Score -1135365 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1135668.250000 Penalty: 3199.076904
	Iteration 16Q: 3 clusters Score -1135668 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1135876.500000 Penalty: 3199.076904
	Iteration 17Q: 3 clusters Score -1135876 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1136027.125000 Penalty: 3199.076904
	Iteration 18Q: 3 clusters Score -1136027 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1136142.625000 Penalty: 3199.076904
	Iteration 19Q: 3 clusters Score -1136143 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1136249.875000 Penalty: 3199.076904
	Iteration 20F: 3 clusters Score -1136250 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1136321.500000 Penalty: 3199.076904
	Iteration 21Q: 3 clusters Score -1136322 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1136381.750000 Penalty: 3199.076904
	Iteration 22Q: 3 clusters Score -1136382 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1136436.875000 Penalty: 3199.076904
	Iteration 23Q: 3 clusters Score -1136437 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1136495.625000 Penalty: 3199.076904
	Iteration 24Q: 3 clusters Score -1136496 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1136542.750000 Penalty: 3199.076904
	Iteration 25Q: 3 clusters Score -1136543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1136576.375000 Penalty: 3199.076904
	Iteration 26Q: 3 clusters Score -1136576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1136604.625000 Penalty: 3199.076904
	Iteration 27Q: 3 clusters Score -1136605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1136625.250000 Penalty: 3199.076904
	Iteration 28Q: 3 clusters Score -1136625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1136645.875000 Penalty: 3199.076904
	Iteration 29Q: 3 clusters Score -1136646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1136654.500000 Penalty: 3199.076904
	Iteration 30Q: 3 clusters Score -1136654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1136663.375000 Penalty: 3199.076904
	Iteration 31Q: 3 clusters Score -1136663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1136678.500000 Penalty: 3199.076904
	Iteration 32Q: 3 clusters Score -1136678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1136685.500000 Penalty: 3199.076904
	Iteration 33Q: 3 clusters Score -1136686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1136699.250000 Penalty: 3199.076904
	Iteration 34Q: 3 clusters Score -1136699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1136706.125000 Penalty: 3199.076904
	Iteration 35Q: 3 clusters Score -1136706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1136712.750000 Penalty: 3199.076904
	Iteration 36Q: 3 clusters Score -1136713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1136717.125000 Penalty: 3199.076904
	Iteration 37Q: 3 clusters Score -1136717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1136717.250000 Penalty: 3199.076904
	Iteration 38Q: 3 clusters Score -1136717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1136717.250000 Penalty: 3199.076904
	Iteration 39F: 3 clusters Score -1136717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Entering Unmasked Estep 
Score: -212157.437500 Penalty: 1337.685059
	Iteration 0F: 2 clusters Score -212157.4 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 1908 members 
Entering Unmasked Estep 
Score: -208990.421875 Penalty: 2675.370117
	Iteration 0F: 3 clusters Score -208990.4 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -209820.578125 Penalty: 2675.370117
	Iteration 1F: 3 clusters Score -209820.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -209958.765625 Penalty: 2675.370117
	Iteration 2F: 3 clusters Score -209958.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -210051.125000 Penalty: 2675.370117
	Iteration 3Q: 3 clusters Score -210051.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -210118.171875 Penalty: 2675.370117
	Iteration 4Q: 3 clusters Score -210118.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -210167.015625 Penalty: 2675.370117
	Iteration 5Q: 3 clusters Score -210167 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -210202.171875 Penalty: 2675.370117
	Iteration 6Q: 3 clusters Score -210202.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -210237.921875 Penalty: 2675.370117
	Iteration 7Q: 3 clusters Score -210237.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -210281.687500 Penalty: 2675.370117
	Iteration 8Q: 3 clusters Score -210281.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -210331.437500 Penalty: 2675.370117
	Iteration 9Q: 3 clusters Score -210331.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -210371.625000 Penalty: 2675.370117
	Iteration 10Q: 3 clusters Score -210371.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -210414.640625 Penalty: 2675.370117
	Iteration 11Q: 3 clusters Score -210414.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -210459.109375 Penalty: 2675.370117
	Iteration 12Q: 3 clusters Score -210459.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -210502.468750 Penalty: 2675.370117
	Iteration 13Q: 3 clusters Score -210502.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -210564.546875 Penalty: 2675.370117
	Iteration 14Q: 3 clusters Score -210564.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -210657.671875 Penalty: 2675.370117
	Iteration 15Q: 3 clusters Score -210657.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -210776.562500 Penalty: 2675.370117
	Iteration 16Q: 3 clusters Score -210776.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -210915.859375 Penalty: 2675.370117
	Iteration 17Q: 3 clusters Score -210915.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -211069.343750 Penalty: 2675.370117
	Iteration 18Q: 3 clusters Score -211069.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -211232.953125 Penalty: 2675.370117
	Iteration 19Q: 3 clusters Score -211233 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -211378.281250 Penalty: 2675.370117
	Iteration 20F: 3 clusters Score -211378.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -211469.921875 Penalty: 2675.370117
	Iteration 21Q: 3 clusters Score -211469.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -211529.640625 Penalty: 2675.370117
	Iteration 22Q: 3 clusters Score -211529.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -211566.281250 Penalty: 2675.370117
	Iteration 23Q: 3 clusters Score -211566.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -211588.875000 Penalty: 2675.370117
	Iteration 24Q: 3 clusters Score -211588.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -211598.109375 Penalty: 2675.370117
	Iteration 25Q: 3 clusters Score -211598.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -211599.265625 Penalty: 2675.370117
	Iteration 26Q: 3 clusters Score -211599.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -211599.453125 Penalty: 2675.370117
	Iteration 27Q: 3 clusters Score -211599.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -211599.453125 Penalty: 2675.370117
	Iteration 28F: 3 clusters Score -211599.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1028396.562500 Penalty: 1573.572998
	Iteration 0F: 2 clusters Score -1028397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1017340.812500 Penalty: 3147.145996
	Iteration 0F: 3 clusters Score -1017341 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1021276.812500 Penalty: 3147.145996
	Iteration 1F: 3 clusters Score -1021277 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1021649.500000 Penalty: 3147.145996
	Iteration 2F: 3 clusters Score -1021650 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1022057.187500 Penalty: 3147.145996
	Iteration 3F: 3 clusters Score -1022057 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1022528.250000 Penalty: 3147.145996
	Iteration 4F: 3 clusters Score -1022528 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1023091.625000 Penalty: 3147.145996
	Iteration 5F: 3 clusters Score -1023092 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1023707.687500 Penalty: 3147.145996
	Iteration 6F: 3 clusters Score -1023708 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1024357.125000 Penalty: 3147.145996
	Iteration 7F: 3 clusters Score -1024357 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1024990.062500 Penalty: 3147.145996
	Iteration 8F: 3 clusters Score -1024990 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1025489.125000 Penalty: 3147.145996
	Iteration 9Q: 3 clusters Score -1025489 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1025783.250000 Penalty: 3147.145996
	Iteration 10Q: 3 clusters Score -1025783 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1026028.875000 Penalty: 3147.145996
	Iteration 11Q: 3 clusters Score -1026029 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1026226.250000 Penalty: 3147.145996
	Iteration 12Q: 3 clusters Score -1026226 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1026375.875000 Penalty: 3147.145996
	Iteration 13Q: 3 clusters Score -1026376 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1026484.687500 Penalty: 3147.145996
	Iteration 14Q: 3 clusters Score -1026485 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1026573.437500 Penalty: 3147.145996
	Iteration 15Q: 3 clusters Score -1026573 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1026661.812500 Penalty: 3147.145996
	Iteration 16Q: 3 clusters Score -1026662 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1026736.437500 Penalty: 3147.145996
	Iteration 17Q: 3 clusters Score -1026736 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1026782.250000 Penalty: 3147.145996
	Iteration 18Q: 3 clusters Score -1026782 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1026827.312500 Penalty: 3147.145996
	Iteration 19Q: 3 clusters Score -1026827 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1026876.937500 Penalty: 3147.145996
	Iteration 20F: 3 clusters Score -1026877 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1026915.875000 Penalty: 3147.145996
	Iteration 21Q: 3 clusters Score -1026916 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1026940.812500 Penalty: 3147.145996
	Iteration 22Q: 3 clusters Score -1026941 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1026959.000000 Penalty: 3147.145996
	Iteration 23Q: 3 clusters Score -1026959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1026966.812500 Penalty: 3147.145996
	Iteration 24Q: 3 clusters Score -1026967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1026971.187500 Penalty: 3147.145996
	Iteration 25Q: 3 clusters Score -1026971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1026979.437500 Penalty: 3147.145996
	Iteration 26Q: 3 clusters Score -1026979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1026984.125000 Penalty: 3147.145996
	Iteration 27Q: 3 clusters Score -1026984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1026988.937500 Penalty: 3147.145996
	Iteration 28Q: 3 clusters Score -1026989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1026993.375000 Penalty: 3147.145996
	Iteration 29Q: 3 clusters Score -1026993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1026997.875000 Penalty: 3147.145996
	Iteration 30Q: 3 clusters Score -1026998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1027002.187500 Penalty: 3147.145996
	Iteration 31Q: 3 clusters Score -1027002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1027003.000000 Penalty: 3147.145996
	Iteration 32Q: 3 clusters Score -1027003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1027006.562500 Penalty: 3147.145996
	Iteration 33Q: 3 clusters Score -1027007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1027010.875000 Penalty: 3147.145996
	Iteration 34Q: 3 clusters Score -1027011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1027010.687500 Penalty: 3147.145996
	Iteration 35Q: 3 clusters Score -1027011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1027015.125000 Penalty: 3147.145996
	Iteration 36Q: 3 clusters Score -1027015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1027017.500000 Penalty: 3147.145996
	Iteration 37Q: 3 clusters Score -1027018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1027018.250000 Penalty: 3147.145996
	Iteration 38Q: 3 clusters Score -1027018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1027020.812500 Penalty: 3147.145996
	Iteration 39Q: 3 clusters Score -1027021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1027021.375000 Penalty: 3147.145996
	Iteration 40F: 3 clusters Score -1027021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1027022.312500 Penalty: 3147.145996
	Iteration 41Q: 3 clusters Score -1027022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1027023.625000 Penalty: 3147.145996
	Iteration 42Q: 3 clusters Score -1027024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1027023.312500 Penalty: 3147.145996
	Iteration 43Q: 3 clusters Score -1027023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1027023.312500 Penalty: 3147.145996
	Iteration 44F: 3 clusters Score -1027023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Entering Unmasked Estep 
Score: -954250.562500 Penalty: 1559.969360
	Iteration 0F: 2 clusters Score -954250.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -944014.750000 Penalty: 3119.938721
	Iteration 0F: 3 clusters Score -944014.8 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -947432.687500 Penalty: 3119.938721
	Iteration 1F: 3 clusters Score -947432.7 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -947772.500000 Penalty: 3119.938721
	Iteration 2F: 3 clusters Score -947772.5 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -948200.000000 Penalty: 3119.938721
	Iteration 3F: 3 clusters Score -948200 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -948728.125000 Penalty: 3119.938721
	Iteration 4F: 3 clusters Score -948728.1 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -949384.187500 Penalty: 3119.938721
	Iteration 5F: 3 clusters Score -949384.2 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -950254.875000 Penalty: 3119.938721
	Iteration 6F: 3 clusters Score -950254.9 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -951273.500000 Penalty: 3119.938721
	Iteration 7F: 3 clusters Score -951273.5 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -952181.062500 Penalty: 3119.938721
	Iteration 8F: 3 clusters Score -952181.1 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -952746.187500 Penalty: 3119.938721
	Iteration 9F: 3 clusters Score -952746.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -953028.937500 Penalty: 3119.938721
	Iteration 10Q: 3 clusters Score -953028.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -953152.312500 Penalty: 3119.938721
	Iteration 11Q: 3 clusters Score -953152.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -953220.687500 Penalty: 3119.938721
	Iteration 12Q: 3 clusters Score -953220.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -953270.250000 Penalty: 3119.938721
	Iteration 13Q: 3 clusters Score -953270.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -953306.250000 Penalty: 3119.938721
	Iteration 14Q: 3 clusters Score -953306.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -953334.312500 Penalty: 3119.938721
	Iteration 15Q: 3 clusters Score -953334.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -953351.750000 Penalty: 3119.938721
	Iteration 16Q: 3 clusters Score -953351.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -953368.750000 Penalty: 3119.938721
	Iteration 17Q: 3 clusters Score -953368.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -953375.750000 Penalty: 3119.938721
	Iteration 18Q: 3 clusters Score -953375.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -953383.625000 Penalty: 3119.938721
	Iteration 19Q: 3 clusters Score -953383.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -953392.125000 Penalty: 3119.938721
	Iteration 20F: 3 clusters Score -953392.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -953398.812500 Penalty: 3119.938721
	Iteration 21Q: 3 clusters Score -953398.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -953406.500000 Penalty: 3119.938721
	Iteration 22Q: 3 clusters Score -953406.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -953414.312500 Penalty: 3119.938721
	Iteration 23Q: 3 clusters Score -953414.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -953416.375000 Penalty: 3119.938721
	Iteration 24Q: 3 clusters Score -953416.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -953427.125000 Penalty: 3119.938721
	Iteration 25Q: 3 clusters Score -953427.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -953431.187500 Penalty: 3119.938721
	Iteration 26Q: 3 clusters Score -953431.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -953435.625000 Penalty: 3119.938721
	Iteration 27Q: 3 clusters Score -953435.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -953441.250000 Penalty: 3119.938721
	Iteration 28Q: 3 clusters Score -953441.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -953443.187500 Penalty: 3119.938721
	Iteration 29Q: 3 clusters Score -953443.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -953447.875000 Penalty: 3119.938721
	Iteration 30Q: 3 clusters Score -953447.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -953449.562500 Penalty: 3119.938721
	Iteration 31Q: 3 clusters Score -953449.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -953455.437500 Penalty: 3119.938721
	Iteration 32Q: 3 clusters Score -953455.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -953461.750000 Penalty: 3119.938721
	Iteration 33Q: 3 clusters Score -953461.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -953466.000000 Penalty: 3119.938721
	Iteration 34Q: 3 clusters Score -953466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -953473.500000 Penalty: 3119.938721
	Iteration 35Q: 3 clusters Score -953473.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -953479.375000 Penalty: 3119.938721
	Iteration 36Q: 3 clusters Score -953479.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -953482.500000 Penalty: 3119.938721
	Iteration 37Q: 3 clusters Score -953482.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -953487.812500 Penalty: 3119.938721
	Iteration 38Q: 3 clusters Score -953487.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -953492.062500 Penalty: 3119.938721
	Iteration 39Q: 3 clusters Score -953492.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -953495.812500 Penalty: 3119.938721
	Iteration 40F: 3 clusters Score -953495.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -953497.562500 Penalty: 3119.938721
	Iteration 41Q: 3 clusters Score -953497.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -953499.875000 Penalty: 3119.938721
	Iteration 42Q: 3 clusters Score -953499.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -953501.250000 Penalty: 3119.938721
	Iteration 43Q: 3 clusters Score -953501.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -953505.812500 Penalty: 3119.938721
	Iteration 44Q: 3 clusters Score -953505.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -953506.312500 Penalty: 3119.938721
	Iteration 45Q: 3 clusters Score -953506.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -953509.187500 Penalty: 3119.938721
	Iteration 46Q: 3 clusters Score -953509.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -953510.000000 Penalty: 3119.938721
	Iteration 47Q: 3 clusters Score -953510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -953511.562500 Penalty: 3119.938721
	Iteration 48Q: 3 clusters Score -953511.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -953514.812500 Penalty: 3119.938721
	Iteration 49Q: 3 clusters Score -953514.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -953513.125000 Penalty: 3119.938721
	Iteration 50Q: 3 clusters Score -953513.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -953516.062500 Penalty: 3119.938721
	Iteration 51Q: 3 clusters Score -953516.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -953519.625000 Penalty: 3119.938721
	Iteration 52Q: 3 clusters Score -953519.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -953518.062500 Penalty: 3119.938721
	Iteration 53Q: 3 clusters Score -953518.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -953517.562500 Penalty: 3119.938721
	Iteration 54Q: 3 clusters Score -953517.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -953520.875000 Penalty: 3119.938721
	Iteration 55Q: 3 clusters Score -953520.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -953520.437500 Penalty: 3119.938721
	Iteration 56Q: 3 clusters Score -953520.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -953518.187500 Penalty: 3119.938721
	Iteration 57Q: 3 clusters Score -953518.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -953519.187500 Penalty: 3119.938721
	Iteration 58Q: 3 clusters Score -953519.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -953521.312500 Penalty: 3119.938721
	Iteration 59Q: 3 clusters Score -953521.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -953523.000000 Penalty: 3119.938721
	Iteration 60F: 3 clusters Score -953523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -953524.375000 Penalty: 3119.938721
	Iteration 61Q: 3 clusters Score -953524.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -953522.250000 Penalty: 3119.938721
	Iteration 62Q: 3 clusters Score -953522.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -953527.125000 Penalty: 3119.938721
	Iteration 63Q: 3 clusters Score -953527.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -953527.437500 Penalty: 3119.938721
	Iteration 64Q: 3 clusters Score -953527.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -953529.687500 Penalty: 3119.938721
	Iteration 65Q: 3 clusters Score -953529.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -953532.500000 Penalty: 3119.938721
	Iteration 66Q: 3 clusters Score -953532.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -953535.437500 Penalty: 3119.938721
	Iteration 67Q: 3 clusters Score -953535.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -953538.375000 Penalty: 3119.938721
	Iteration 68Q: 3 clusters Score -953538.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -953540.312500 Penalty: 3119.938721
	Iteration 69Q: 3 clusters Score -953540.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -953545.125000 Penalty: 3119.938721
	Iteration 70Q: 3 clusters Score -953545.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -953549.187500 Penalty: 3119.938721
	Iteration 71Q: 3 clusters Score -953549.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -953550.562500 Penalty: 3119.938721
	Iteration 72Q: 3 clusters Score -953550.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -953552.062500 Penalty: 3119.938721
	Iteration 73Q: 3 clusters Score -953552.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -953555.937500 Penalty: 3119.938721
	Iteration 74Q: 3 clusters Score -953555.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -953555.187500 Penalty: 3119.938721
	Iteration 75Q: 3 clusters Score -953555.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -953556.312500 Penalty: 3119.938721
	Iteration 76Q: 3 clusters Score -953556.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -953557.625000 Penalty: 3119.938721
	Iteration 77Q: 3 clusters Score -953557.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -953560.375000 Penalty: 3119.938721
	Iteration 78Q: 3 clusters Score -953560.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -953557.312500 Penalty: 3119.938721
	Iteration 79Q: 3 clusters Score -953557.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -953563.125000 Penalty: 3119.938721
	Iteration 80F: 3 clusters Score -953563.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -953566.812500 Penalty: 3119.938721
	Iteration 81Q: 3 clusters Score -953566.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -953568.250000 Penalty: 3119.938721
	Iteration 82Q: 3 clusters Score -953568.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -953568.000000 Penalty: 3119.938721
	Iteration 83Q: 3 clusters Score -953568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -953569.937500 Penalty: 3119.938721
	Iteration 84Q: 3 clusters Score -953569.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -953570.187500 Penalty: 3119.938721
	Iteration 85Q: 3 clusters Score -953570.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -953568.562500 Penalty: 3119.938721
	Iteration 86Q: 3 clusters Score -953568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -953569.375000 Penalty: 3119.938721
	Iteration 87Q: 3 clusters Score -953569.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -953571.437500 Penalty: 3119.938721
	Iteration 88Q: 3 clusters Score -953571.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -953570.000000 Penalty: 3119.938721
	Iteration 89Q: 3 clusters Score -953570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -953571.937500 Penalty: 3119.938721
	Iteration 90Q: 3 clusters Score -953571.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -953574.187500 Penalty: 3119.938721
	Iteration 91Q: 3 clusters Score -953574.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -953573.250000 Penalty: 3119.938721
	Iteration 92Q: 3 clusters Score -953573.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -953572.250000 Penalty: 3119.938721
	Iteration 93Q: 3 clusters Score -953572.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -953571.562500 Penalty: 3119.938721
	Iteration 94Q: 3 clusters Score -953571.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -953572.000000 Penalty: 3119.938721
	Iteration 95Q: 3 clusters Score -953572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -953571.375000 Penalty: 3119.938721
	Iteration 96Q: 3 clusters Score -953571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -953571.937500 Penalty: 3119.938721
	Iteration 97Q: 3 clusters Score -953571.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -953574.625000 Penalty: 3119.938721
	Iteration 98Q: 3 clusters Score -953574.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -953574.937500 Penalty: 3119.938721
	Iteration 99Q: 3 clusters Score -953574.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -953574.687500 Penalty: 3119.938721
	Iteration 100F: 3 clusters Score -953574.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -953574.000000 Penalty: 3119.938721
	Iteration 101Q: 3 clusters Score -953574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -953574.562500 Penalty: 3119.938721
	Iteration 102Q: 3 clusters Score -953574.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -953574.562500 Penalty: 3119.938721
	Iteration 103F: 3 clusters Score -953574.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Entering Unmasked Estep 
Score: -1187584.250000 Penalty: 1597.681152
	Iteration 0F: 2 clusters Score -1187584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1174771.875000 Penalty: 3195.362305
	Iteration 0F: 3 clusters Score -1174772 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1179299.125000 Penalty: 3195.362305
	Iteration 1F: 3 clusters Score -1179299 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1179633.875000 Penalty: 3195.362305
	Iteration 2Q: 3 clusters Score -1179634 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1180005.500000 Penalty: 3195.362305
	Iteration 3Q: 3 clusters Score -1180006 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1180471.500000 Penalty: 3195.362305
	Iteration 4Q: 3 clusters Score -1180472 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1181028.500000 Penalty: 3195.362305
	Iteration 5F: 3 clusters Score -1181028 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1181722.125000 Penalty: 3195.362305
	Iteration 6F: 3 clusters Score -1181722 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1182608.500000 Penalty: 3195.362305
	Iteration 7F: 3 clusters Score -1182608 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -1183669.875000 Penalty: 3195.362305
	Iteration 8F: 3 clusters Score -1183670 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1184634.625000 Penalty: 3195.362305
	Iteration 9F: 3 clusters Score -1184635 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -1185300.125000 Penalty: 3195.362305
	Iteration 10Q: 3 clusters Score -1185300 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -1185703.625000 Penalty: 3195.362305
	Iteration 11Q: 3 clusters Score -1185704 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -1185901.500000 Penalty: 3195.362305
	Iteration 12Q: 3 clusters Score -1185902 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -1186002.500000 Penalty: 3195.362305
	Iteration 13Q: 3 clusters Score -1186002 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -1186069.000000 Penalty: 3195.362305
	Iteration 14Q: 3 clusters Score -1186069 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -1186116.125000 Penalty: 3195.362305
	Iteration 15Q: 3 clusters Score -1186116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -1186147.875000 Penalty: 3195.362305
	Iteration 16Q: 3 clusters Score -1186148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -1186154.125000 Penalty: 3195.362305
	Iteration 17Q: 3 clusters Score -1186154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -1186162.375000 Penalty: 3195.362305
	Iteration 18Q: 3 clusters Score -1186162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -1186169.625000 Penalty: 3195.362305
	Iteration 19Q: 3 clusters Score -1186170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -1186169.625000 Penalty: 3195.362305
	Iteration 20F: 3 clusters Score -1186170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Entering Unmasked Estep 
Score: -954780.125000 Penalty: 1559.163818
	Iteration 0F: 2 clusters Score -954780.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -944604.375000 Penalty: 3118.327637
	Iteration 0F: 3 clusters Score -944604.4 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -948067.437500 Penalty: 3118.327637
	Iteration 1F: 3 clusters Score -948067.4 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -948354.625000 Penalty: 3118.327637
	Iteration 2F: 3 clusters Score -948354.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -948640.312500 Penalty: 3118.327637
	Iteration 3Q: 3 clusters Score -948640.3 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -948963.062500 Penalty: 3118.327637
	Iteration 4Q: 3 clusters Score -948963.1 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -949341.937500 Penalty: 3118.327637
	Iteration 5Q: 3 clusters Score -949341.9 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -949793.750000 Penalty: 3118.327637
	Iteration 6Q: 3 clusters Score -949793.8 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -950382.562500 Penalty: 3118.327637
	Iteration 7F: 3 clusters Score -950382.6 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -951089.937500 Penalty: 3118.327637
	Iteration 8F: 3 clusters Score -951089.9 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -951723.437500 Penalty: 3118.327637
	Iteration 9F: 3 clusters Score -951723.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -952263.125000 Penalty: 3118.327637
	Iteration 10Q: 3 clusters Score -952263.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -952637.875000 Penalty: 3118.327637
	Iteration 11Q: 3 clusters Score -952637.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -952891.250000 Penalty: 3118.327637
	Iteration 12Q: 3 clusters Score -952891.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -953083.812500 Penalty: 3118.327637
	Iteration 13Q: 3 clusters Score -953083.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -953191.312500 Penalty: 3118.327637
	Iteration 14Q: 3 clusters Score -953191.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -953241.125000 Penalty: 3118.327637
	Iteration 15Q: 3 clusters Score -953241.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -953279.937500 Penalty: 3118.327637
	Iteration 16Q: 3 clusters Score -953279.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -953308.687500 Penalty: 3118.327637
	Iteration 17Q: 3 clusters Score -953308.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -953329.500000 Penalty: 3118.327637
	Iteration 18Q: 3 clusters Score -953329.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -953348.750000 Penalty: 3118.327637
	Iteration 19Q: 3 clusters Score -953348.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -953358.812500 Penalty: 3118.327637
	Iteration 20F: 3 clusters Score -953358.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -953365.687500 Penalty: 3118.327637
	Iteration 21Q: 3 clusters Score -953365.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -953371.937500 Penalty: 3118.327637
	Iteration 22Q: 3 clusters Score -953371.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -953373.562500 Penalty: 3118.327637
	Iteration 23Q: 3 clusters Score -953373.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -953377.312500 Penalty: 3118.327637
	Iteration 24Q: 3 clusters Score -953377.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -953379.687500 Penalty: 3118.327637
	Iteration 25Q: 3 clusters Score -953379.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -953385.312500 Penalty: 3118.327637
	Iteration 26Q: 3 clusters Score -953385.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -953389.125000 Penalty: 3118.327637
	Iteration 27Q: 3 clusters Score -953389.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -953391.187500 Penalty: 3118.327637
	Iteration 28Q: 3 clusters Score -953391.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -953397.937500 Penalty: 3118.327637
	Iteration 29Q: 3 clusters Score -953397.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -953399.375000 Penalty: 3118.327637
	Iteration 30Q: 3 clusters Score -953399.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -953404.937500 Penalty: 3118.327637
	Iteration 31Q: 3 clusters Score -953404.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -953404.625000 Penalty: 3118.327637
	Iteration 32Q: 3 clusters Score -953404.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -953404.625000 Penalty: 3118.327637
	Iteration 33F: 3 clusters Score -953404.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48784 members 
Mstep: Class 4 contains 21488 members 
Mstep: Class 6 contains 26789 members 
Mstep: Class 7 contains 131763 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8111 members 
Mstep: Class 12 contains 356835 members 
Mstep: Class 13 contains 18832 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 16051 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 18618 members 
Mstep: Class 21 contains 14689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798360.000000 Penalty: 30561.902344
Iteration 119Q: 15 clusters Score -4.179836e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48785 members 
Mstep: Class 4 contains 21485 members 
Mstep: Class 6 contains 26787 members 
Mstep: Class 7 contains 131748 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8113 members 
Mstep: Class 12 contains 356853 members 
Mstep: Class 13 contains 18832 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 16050 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 18618 members 
Mstep: Class 21 contains 14689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798344.000000 Penalty: 30561.902344
Iteration 120F: 15 clusters Score -4.179834e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48784 members 
Mstep: Class 4 contains 21482 members 
Mstep: Class 6 contains 26785 members 
Mstep: Class 7 contains 131730 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8115 members 
Mstep: Class 12 contains 356878 members 
Mstep: Class 13 contains 18832 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 16048 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 18618 members 
Mstep: Class 21 contains 14688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798364.000000 Penalty: 30561.902344
Iteration 121Q: 15 clusters Score -4.179836e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48784 members 
Mstep: Class 4 contains 21479 members 
Mstep: Class 6 contains 26785 members 
Mstep: Class 7 contains 131712 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8118 members 
Mstep: Class 12 contains 356903 members 
Mstep: Class 13 contains 18832 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 16042 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 18618 members 
Mstep: Class 21 contains 14687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798368.000000 Penalty: 30561.902344
Iteration 122Q: 15 clusters Score -4.179837e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48784 members 
Mstep: Class 4 contains 21474 members 
Mstep: Class 6 contains 26784 members 
Mstep: Class 7 contains 131697 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8119 members 
Mstep: Class 12 contains 356931 members 
Mstep: Class 13 contains 18833 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 16035 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 18617 members 
Mstep: Class 21 contains 14686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798352.000000 Penalty: 30561.902344
Iteration 123Q: 15 clusters Score -4.179835e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48784 members 
Mstep: Class 4 contains 21473 members 
Mstep: Class 6 contains 26783 members 
Mstep: Class 7 contains 131680 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8119 members 
Mstep: Class 12 contains 356960 members 
Mstep: Class 13 contains 18833 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 16029 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 18613 members 
Mstep: Class 21 contains 14685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798420.000000 Penalty: 30561.902344
Iteration 124Q: 15 clusters Score -4.179842e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48783 members 
Mstep: Class 4 contains 21472 members 
Mstep: Class 6 contains 26782 members 
Mstep: Class 7 contains 131661 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8119 members 
Mstep: Class 12 contains 356999 members 
Mstep: Class 13 contains 18833 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 16021 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 18608 members 
Mstep: Class 21 contains 14681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798400.000000 Penalty: 30561.902344
Iteration 125Q: 15 clusters Score -4.17984e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48784 members 
Mstep: Class 4 contains 21472 members 
Mstep: Class 6 contains 26778 members 
Mstep: Class 7 contains 131638 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8119 members 
Mstep: Class 12 contains 357038 members 
Mstep: Class 13 contains 18833 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 16017 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 18601 members 
Mstep: Class 21 contains 14679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798380.000000 Penalty: 30561.902344
Iteration 126Q: 15 clusters Score -4.179838e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48782 members 
Mstep: Class 4 contains 21472 members 
Mstep: Class 6 contains 26777 members 
Mstep: Class 7 contains 131613 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8119 members 
Mstep: Class 12 contains 357081 members 
Mstep: Class 13 contains 18833 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 16014 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18592 members 
Mstep: Class 21 contains 14677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798412.000000 Penalty: 30561.902344
Iteration 127Q: 15 clusters Score -4.179841e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48779 members 
Mstep: Class 4 contains 21472 members 
Mstep: Class 6 contains 26773 members 
Mstep: Class 7 contains 131589 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8120 members 
Mstep: Class 12 contains 357119 members 
Mstep: Class 13 contains 18833 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 16010 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18588 members 
Mstep: Class 21 contains 14677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798428.000000 Penalty: 30561.902344
Iteration 128Q: 15 clusters Score -4.179843e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48778 members 
Mstep: Class 4 contains 21471 members 
Mstep: Class 6 contains 26769 members 
Mstep: Class 7 contains 131571 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8120 members 
Mstep: Class 12 contains 357155 members 
Mstep: Class 13 contains 18833 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 16006 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18583 members 
Mstep: Class 21 contains 14674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798444.000000 Penalty: 30561.902344
Iteration 129Q: 15 clusters Score -4.179844e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48778 members 
Mstep: Class 4 contains 21469 members 
Mstep: Class 6 contains 26765 members 
Mstep: Class 7 contains 131556 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8120 members 
Mstep: Class 12 contains 357188 members 
Mstep: Class 13 contains 18833 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 16002 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18576 members 
Mstep: Class 21 contains 14673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798480.000000 Penalty: 30561.902344
Iteration 130Q: 15 clusters Score -4.179848e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48778 members 
Mstep: Class 4 contains 21469 members 
Mstep: Class 6 contains 26764 members 
Mstep: Class 7 contains 131536 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8120 members 
Mstep: Class 12 contains 357219 members 
Mstep: Class 13 contains 18833 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 15999 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18569 members 
Mstep: Class 21 contains 14673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798480.000000 Penalty: 30561.902344
Iteration 131Q: 15 clusters Score -4.179848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48777 members 
Mstep: Class 4 contains 21469 members 
Mstep: Class 6 contains 26764 members 
Mstep: Class 7 contains 131520 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8120 members 
Mstep: Class 12 contains 357244 members 
Mstep: Class 13 contains 18833 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 15997 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18564 members 
Mstep: Class 21 contains 14672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798484.000000 Penalty: 30561.902344
Iteration 132Q: 15 clusters Score -4.179848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48778 members 
Mstep: Class 4 contains 21469 members 
Mstep: Class 6 contains 26762 members 
Mstep: Class 7 contains 131510 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8120 members 
Mstep: Class 12 contains 357259 members 
Mstep: Class 13 contains 18833 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 15996 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18562 members 
Mstep: Class 21 contains 14671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798472.000000 Penalty: 30561.902344
Iteration 133Q: 15 clusters Score -4.179847e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48777 members 
Mstep: Class 4 contains 21470 members 
Mstep: Class 6 contains 26759 members 
Mstep: Class 7 contains 131493 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8120 members 
Mstep: Class 12 contains 357283 members 
Mstep: Class 13 contains 18833 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 15996 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18561 members 
Mstep: Class 21 contains 14668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798504.000000 Penalty: 30561.902344
Iteration 134Q: 15 clusters Score -4.17985e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48776 members 
Mstep: Class 4 contains 21469 members 
Mstep: Class 6 contains 26758 members 
Mstep: Class 7 contains 131481 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8120 members 
Mstep: Class 12 contains 357304 members 
Mstep: Class 13 contains 18833 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 15996 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18558 members 
Mstep: Class 21 contains 14665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798504.000000 Penalty: 30561.902344
Iteration 135Q: 15 clusters Score -4.17985e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48775 members 
Mstep: Class 4 contains 21469 members 
Mstep: Class 6 contains 26756 members 
Mstep: Class 7 contains 131470 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8120 members 
Mstep: Class 12 contains 357328 members 
Mstep: Class 13 contains 18833 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 15996 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18554 members 
Mstep: Class 21 contains 14659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798504.000000 Penalty: 30561.902344
Iteration 136Q: 15 clusters Score -4.17985e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48774 members 
Mstep: Class 4 contains 21469 members 
Mstep: Class 6 contains 26755 members 
Mstep: Class 7 contains 131458 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8120 members 
Mstep: Class 12 contains 357347 members 
Mstep: Class 13 contains 18834 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 15996 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18551 members 
Mstep: Class 21 contains 14656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798472.000000 Penalty: 30561.902344
Iteration 137Q: 15 clusters Score -4.179847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48773 members 
Mstep: Class 4 contains 21469 members 
Mstep: Class 6 contains 26756 members 
Mstep: Class 7 contains 131450 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8120 members 
Mstep: Class 12 contains 357358 members 
Mstep: Class 13 contains 18834 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 15995 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18550 members 
Mstep: Class 21 contains 14655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798492.000000 Penalty: 30561.902344
Iteration 138Q: 15 clusters Score -4.179849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48771 members 
Mstep: Class 4 contains 21470 members 
Mstep: Class 6 contains 26754 members 
Mstep: Class 7 contains 131441 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 357371 members 
Mstep: Class 13 contains 18834 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 15993 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18550 members 
Mstep: Class 21 contains 14655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798492.000000 Penalty: 30561.902344
Iteration 139Q: 15 clusters Score -4.179849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48769 members 
Mstep: Class 4 contains 21470 members 
Mstep: Class 6 contains 26753 members 
Mstep: Class 7 contains 131431 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 357385 members 
Mstep: Class 13 contains 18834 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 15992 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18550 members 
Mstep: Class 21 contains 14655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798508.000000 Penalty: 30561.902344
Iteration 140F: 15 clusters Score -4.179851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48768 members 
Mstep: Class 4 contains 21470 members 
Mstep: Class 6 contains 26750 members 
Mstep: Class 7 contains 131426 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 357395 members 
Mstep: Class 13 contains 18834 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 15992 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18550 members 
Mstep: Class 21 contains 14654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798504.000000 Penalty: 30561.902344
Iteration 141Q: 15 clusters Score -4.17985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48768 members 
Mstep: Class 4 contains 21469 members 
Mstep: Class 6 contains 26745 members 
Mstep: Class 7 contains 131417 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 357411 members 
Mstep: Class 13 contains 18834 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 15993 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18550 members 
Mstep: Class 21 contains 14652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798532.000000 Penalty: 30561.902344
Iteration 142Q: 15 clusters Score -4.179853e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48768 members 
Mstep: Class 4 contains 21467 members 
Mstep: Class 6 contains 26742 members 
Mstep: Class 7 contains 131406 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 357431 members 
Mstep: Class 13 contains 18834 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 15993 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18549 members 
Mstep: Class 21 contains 14650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798560.000000 Penalty: 30561.902344
Iteration 143Q: 15 clusters Score -4.179856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48767 members 
Mstep: Class 4 contains 21464 members 
Mstep: Class 6 contains 26740 members 
Mstep: Class 7 contains 131400 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 357445 members 
Mstep: Class 13 contains 18834 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 15994 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18548 members 
Mstep: Class 21 contains 14648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798528.000000 Penalty: 30561.902344
Iteration 144Q: 15 clusters Score -4.179853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48766 members 
Mstep: Class 4 contains 21461 members 
Mstep: Class 6 contains 26738 members 
Mstep: Class 7 contains 131394 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 357461 members 
Mstep: Class 13 contains 18833 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 15994 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18546 members 
Mstep: Class 21 contains 14647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798504.000000 Penalty: 30561.902344
Iteration 145Q: 15 clusters Score -4.17985e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48763 members 
Mstep: Class 4 contains 21458 members 
Mstep: Class 6 contains 26737 members 
Mstep: Class 7 contains 131385 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 357483 members 
Mstep: Class 13 contains 18832 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 15994 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18543 members 
Mstep: Class 21 contains 14645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798464.000000 Penalty: 30561.902344
Iteration 146Q: 15 clusters Score -4.179846e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48761 members 
Mstep: Class 4 contains 21452 members 
Mstep: Class 6 contains 26733 members 
Mstep: Class 7 contains 131380 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 357505 members 
Mstep: Class 13 contains 18831 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 15993 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18542 members 
Mstep: Class 21 contains 14643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798452.000000 Penalty: 30561.902344
Iteration 147Q: 15 clusters Score -4.179845e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48758 members 
Mstep: Class 4 contains 21449 members 
Mstep: Class 6 contains 26730 members 
Mstep: Class 7 contains 131373 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 357521 members 
Mstep: Class 13 contains 18832 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 15994 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18541 members 
Mstep: Class 21 contains 14642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798452.000000 Penalty: 30561.902344
Iteration 148Q: 15 clusters Score -4.179845e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48756 members 
Mstep: Class 4 contains 21446 members 
Mstep: Class 6 contains 26727 members 
Mstep: Class 7 contains 131363 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 357544 members 
Mstep: Class 13 contains 18833 members 
Mstep: Class 17 contains 3758 members 
Mstep: Class 18 contains 15992 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18540 members 
Mstep: Class 21 contains 14640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798464.000000 Penalty: 30561.902344
Iteration 149Q: 15 clusters Score -4.179846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48755 members 
Mstep: Class 4 contains 21444 members 
Mstep: Class 6 contains 26724 members 
Mstep: Class 7 contains 131353 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 357563 members 
Mstep: Class 13 contains 18832 members 
Mstep: Class 17 contains 3758 members 
Mstep: Class 18 contains 15991 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18540 members 
Mstep: Class 21 contains 14639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798488.000000 Penalty: 30561.902344
Iteration 150Q: 15 clusters Score -4.179849e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48756 members 
Mstep: Class 4 contains 21441 members 
Mstep: Class 6 contains 26721 members 
Mstep: Class 7 contains 131341 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 357586 members 
Mstep: Class 13 contains 18829 members 
Mstep: Class 17 contains 3758 members 
Mstep: Class 18 contains 15989 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18540 members 
Mstep: Class 21 contains 14638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798492.000000 Penalty: 30561.902344
Iteration 151Q: 15 clusters Score -4.179849e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48757 members 
Mstep: Class 4 contains 21439 members 
Mstep: Class 6 contains 26720 members 
Mstep: Class 7 contains 131331 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 357609 members 
Mstep: Class 13 contains 18824 members 
Mstep: Class 17 contains 3758 members 
Mstep: Class 18 contains 15984 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18540 members 
Mstep: Class 21 contains 14637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798448.000000 Penalty: 30561.902344
Iteration 152Q: 15 clusters Score -4.179845e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48755 members 
Mstep: Class 4 contains 21436 members 
Mstep: Class 6 contains 26718 members 
Mstep: Class 7 contains 131321 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8122 members 
Mstep: Class 12 contains 357633 members 
Mstep: Class 13 contains 18822 members 
Mstep: Class 17 contains 3758 members 
Mstep: Class 18 contains 15978 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18540 members 
Mstep: Class 21 contains 14637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798464.000000 Penalty: 30561.902344
Iteration 153Q: 15 clusters Score -4.179846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48752 members 
Mstep: Class 4 contains 21436 members 
Mstep: Class 6 contains 26716 members 
Mstep: Class 7 contains 131314 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8123 members 
Mstep: Class 12 contains 357646 members 
Mstep: Class 13 contains 18824 members 
Mstep: Class 17 contains 3757 members 
Mstep: Class 18 contains 15976 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18539 members 
Mstep: Class 21 contains 14637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798444.000000 Penalty: 30561.902344
Iteration 154Q: 15 clusters Score -4.179844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48747 members 
Mstep: Class 4 contains 21436 members 
Mstep: Class 6 contains 26712 members 
Mstep: Class 7 contains 131308 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 357660 members 
Mstep: Class 13 contains 18826 members 
Mstep: Class 17 contains 3755 members 
Mstep: Class 18 contains 15977 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798456.000000 Penalty: 30561.902344
Iteration 155Q: 15 clusters Score -4.179846e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48740 members 
Mstep: Class 4 contains 21435 members 
Mstep: Class 6 contains 26708 members 
Mstep: Class 7 contains 131300 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357681 members 
Mstep: Class 13 contains 18828 members 
Mstep: Class 17 contains 3752 members 
Mstep: Class 18 contains 15977 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18537 members 
Mstep: Class 21 contains 14637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798488.000000 Penalty: 30561.902344
Iteration 156Q: 15 clusters Score -4.179849e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48735 members 
Mstep: Class 4 contains 21433 members 
Mstep: Class 6 contains 26708 members 
Mstep: Class 7 contains 131291 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357699 members 
Mstep: Class 13 contains 18829 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15976 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18537 members 
Mstep: Class 21 contains 14637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798488.000000 Penalty: 30561.902344
Iteration 157Q: 15 clusters Score -4.179849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48731 members 
Mstep: Class 4 contains 21432 members 
Mstep: Class 6 contains 26708 members 
Mstep: Class 7 contains 131282 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357714 members 
Mstep: Class 13 contains 18829 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15974 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798472.000000 Penalty: 30561.902344
Iteration 158Q: 15 clusters Score -4.179847e+07 nChanged 16
Entering ConstructFrom: 
Score: -41798472.000000 Penalty: 30561.902344
Entering ConstructFrom: 
Trying to split cluster 1 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -90985.070312 Penalty: 1181.199463
	Iteration 0F: 2 clusters Score -90985.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -89254.500000 Penalty: 2362.398926
	Iteration 0F: 3 clusters Score -89254.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -89589.648438 Penalty: 2362.398926
	Iteration 1F: 3 clusters Score -89589.65 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -89689.437500 Penalty: 2362.398926
	Iteration 2F: 3 clusters Score -89689.44 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -89731.453125 Penalty: 2362.398926
	Iteration 3Q: 3 clusters Score -89731.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -89766.414062 Penalty: 2362.398926
	Iteration 4Q: 3 clusters Score -89766.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -89785.031250 Penalty: 2362.398926
	Iteration 5Q: 3 clusters Score -89785.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -89797.867188 Penalty: 2362.398926
	Iteration 6Q: 3 clusters Score -89797.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -89804.203125 Penalty: 2362.398926
	Iteration 7Q: 3 clusters Score -89804.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -89814.250000 Penalty: 2362.398926
	Iteration 8Q: 3 clusters Score -89814.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -89820.765625 Penalty: 2362.398926
	Iteration 9Q: 3 clusters Score -89820.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -89824.148438 Penalty: 2362.398926
	Iteration 10Q: 3 clusters Score -89824.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -89825.843750 Penalty: 2362.398926
	Iteration 11Q: 3 clusters Score -89825.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -89826.265625 Penalty: 2362.398926
	Iteration 12Q: 3 clusters Score -89826.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -89827.437500 Penalty: 2362.398926
	Iteration 13Q: 3 clusters Score -89827.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -89828.351562 Penalty: 2362.398926
	Iteration 14Q: 3 clusters Score -89828.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -89828.351562 Penalty: 2362.398926
	Iteration 15F: 3 clusters Score -89828.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Entering Unmasked Estep 
Score: -3134238.250000 Penalty: 1754.016479
	Iteration 0F: 2 clusters Score -3134238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -3101574.250000 Penalty: 3508.032959
	Iteration 0F: 3 clusters Score -3101574 nChanged 22882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -3114604.000000 Penalty: 3508.032959
	Iteration 1F: 3 clusters Score -3114604 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3114911.750000 Penalty: 3508.032959
	Iteration 2Q: 3 clusters Score -3114912 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -3115215.000000 Penalty: 3508.032959
	Iteration 3Q: 3 clusters Score -3115215 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -3115562.250000 Penalty: 3508.032959
	Iteration 4Q: 3 clusters Score -3115562 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -3115936.000000 Penalty: 3508.032959
	Iteration 5Q: 3 clusters Score -3115936 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -3116390.500000 Penalty: 3508.032959
	Iteration 6Q: 3 clusters Score -3116390 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3117011.750000 Penalty: 3508.032959
	Iteration 7Q: 3 clusters Score -3117012 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -3117741.750000 Penalty: 3508.032959
	Iteration 8Q: 3 clusters Score -3117742 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -3118735.000000 Penalty: 3508.032959
	Iteration 9Q: 3 clusters Score -3118735 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -3120157.750000 Penalty: 3508.032959
	Iteration 10Q: 3 clusters Score -3120158 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -3121879.750000 Penalty: 3508.032959
	Iteration 11F: 3 clusters Score -3121880 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -3123605.000000 Penalty: 3508.032959
	Iteration 12F: 3 clusters Score -3123605 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -3124808.750000 Penalty: 3508.032959
	Iteration 13Q: 3 clusters Score -3124809 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -3125343.750000 Penalty: 3508.032959
	Iteration 14Q: 3 clusters Score -3125344 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -3125653.500000 Penalty: 3508.032959
	Iteration 15Q: 3 clusters Score -3125654 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -3125891.500000 Penalty: 3508.032959
	Iteration 16Q: 3 clusters Score -3125892 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -3126107.000000 Penalty: 3508.032959
	Iteration 17Q: 3 clusters Score -3126107 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3126378.250000 Penalty: 3508.032959
	Iteration 18Q: 3 clusters Score -3126378 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -3126643.500000 Penalty: 3508.032959
	Iteration 19Q: 3 clusters Score -3126644 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3126923.250000 Penalty: 3508.032959
	Iteration 20F: 3 clusters Score -3126923 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -3127212.000000 Penalty: 3508.032959
	Iteration 21Q: 3 clusters Score -3127212 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -3127473.750000 Penalty: 3508.032959
	Iteration 22Q: 3 clusters Score -3127474 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -3127689.250000 Penalty: 3508.032959
	Iteration 23Q: 3 clusters Score -3127689 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -3127944.750000 Penalty: 3508.032959
	Iteration 24Q: 3 clusters Score -3127945 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -3128130.750000 Penalty: 3508.032959
	Iteration 25Q: 3 clusters Score -3128131 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -3128300.000000 Penalty: 3508.032959
	Iteration 26Q: 3 clusters Score -3128300 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3128404.000000 Penalty: 3508.032959
	Iteration 27Q: 3 clusters Score -3128404 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -3128512.000000 Penalty: 3508.032959
	Iteration 28Q: 3 clusters Score -3128512 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -3128612.750000 Penalty: 3508.032959
	Iteration 29Q: 3 clusters Score -3128613 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -3128675.750000 Penalty: 3508.032959
	Iteration 30Q: 3 clusters Score -3128676 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -3128735.500000 Penalty: 3508.032959
	Iteration 31Q: 3 clusters Score -3128736 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -3128756.750000 Penalty: 3508.032959
	Iteration 32Q: 3 clusters Score -3128757 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -3128794.250000 Penalty: 3508.032959
	Iteration 33Q: 3 clusters Score -3128794 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -3128833.000000 Penalty: 3508.032959
	Iteration 34Q: 3 clusters Score -3128833 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3128875.500000 Penalty: 3508.032959
	Iteration 35Q: 3 clusters Score -3128876 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -3128908.500000 Penalty: 3508.032959
	Iteration 36Q: 3 clusters Score -3128908 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -3128946.750000 Penalty: 3508.032959
	Iteration 37Q: 3 clusters Score -3128947 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -3128975.250000 Penalty: 3508.032959
	Iteration 38Q: 3 clusters Score -3128975 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -3128992.250000 Penalty: 3508.032959
	Iteration 39Q: 3 clusters Score -3128992 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -3129016.250000 Penalty: 3508.032959
	Iteration 40F: 3 clusters Score -3129016 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -3129047.250000 Penalty: 3508.032959
	Iteration 41Q: 3 clusters Score -3129047 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -3129083.000000 Penalty: 3508.032959
	Iteration 42Q: 3 clusters Score -3129083 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -3129105.250000 Penalty: 3508.032959
	Iteration 43Q: 3 clusters Score -3129105 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -3129129.250000 Penalty: 3508.032959
	Iteration 44Q: 3 clusters Score -3129129 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -3129154.000000 Penalty: 3508.032959
	Iteration 45Q: 3 clusters Score -3129154 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -3129173.750000 Penalty: 3508.032959
	Iteration 46Q: 3 clusters Score -3129174 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -3129216.250000 Penalty: 3508.032959
	Iteration 47Q: 3 clusters Score -3129216 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -3129245.500000 Penalty: 3508.032959
	Iteration 48Q: 3 clusters Score -3129246 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -3129291.500000 Penalty: 3508.032959
	Iteration 49Q: 3 clusters Score -3129292 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -3129324.250000 Penalty: 3508.032959
	Iteration 50Q: 3 clusters Score -3129324 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -3129344.500000 Penalty: 3508.032959
	Iteration 51Q: 3 clusters Score -3129344 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -3129401.250000 Penalty: 3508.032959
	Iteration 52Q: 3 clusters Score -3129401 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -3129435.250000 Penalty: 3508.032959
	Iteration 53Q: 3 clusters Score -3129435 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -3129507.750000 Penalty: 3508.032959
	Iteration 54Q: 3 clusters Score -3129508 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -3129552.750000 Penalty: 3508.032959
	Iteration 55Q: 3 clusters Score -3129553 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -3129588.750000 Penalty: 3508.032959
	Iteration 56Q: 3 clusters Score -3129589 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -3129635.750000 Penalty: 3508.032959
	Iteration 57Q: 3 clusters Score -3129636 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -3129712.750000 Penalty: 3508.032959
	Iteration 58Q: 3 clusters Score -3129713 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -3129776.500000 Penalty: 3508.032959
	Iteration 59Q: 3 clusters Score -3129776 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -3129845.250000 Penalty: 3508.032959
	Iteration 60F: 3 clusters Score -3129845 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -3129920.750000 Penalty: 3508.032959
	Iteration 61Q: 3 clusters Score -3129921 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -3129983.250000 Penalty: 3508.032959
	Iteration 62Q: 3 clusters Score -3129983 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -3130053.750000 Penalty: 3508.032959
	Iteration 63Q: 3 clusters Score -3130054 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -3130123.750000 Penalty: 3508.032959
	Iteration 64Q: 3 clusters Score -3130124 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -3130191.250000 Penalty: 3508.032959
	Iteration 65Q: 3 clusters Score -3130191 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -3130280.250000 Penalty: 3508.032959
	Iteration 66Q: 3 clusters Score -3130280 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -3130366.750000 Penalty: 3508.032959
	Iteration 67Q: 3 clusters Score -3130367 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -3130445.500000 Penalty: 3508.032959
	Iteration 68Q: 3 clusters Score -3130446 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -3130513.500000 Penalty: 3508.032959
	Iteration 69Q: 3 clusters Score -3130514 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -3130594.750000 Penalty: 3508.032959
	Iteration 70Q: 3 clusters Score -3130595 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -3130675.500000 Penalty: 3508.032959
	Iteration 71Q: 3 clusters Score -3130676 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -3130777.500000 Penalty: 3508.032959
	Iteration 72Q: 3 clusters Score -3130778 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -3130872.500000 Penalty: 3508.032959
	Iteration 73Q: 3 clusters Score -3130872 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -3130960.000000 Penalty: 3508.032959
	Iteration 74Q: 3 clusters Score -3130960 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -3131037.250000 Penalty: 3508.032959
	Iteration 75Q: 3 clusters Score -3131037 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -3131132.250000 Penalty: 3508.032959
	Iteration 76Q: 3 clusters Score -3131132 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -3131241.000000 Penalty: 3508.032959
	Iteration 77Q: 3 clusters Score -3131241 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -3131327.750000 Penalty: 3508.032959
	Iteration 78Q: 3 clusters Score -3131328 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -3131381.000000 Penalty: 3508.032959
	Iteration 79Q: 3 clusters Score -3131381 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -3131458.250000 Penalty: 3508.032959
	Iteration 80F: 3 clusters Score -3131458 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -3131531.750000 Penalty: 3508.032959
	Iteration 81Q: 3 clusters Score -3131532 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -3131595.500000 Penalty: 3508.032959
	Iteration 82Q: 3 clusters Score -3131596 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -3131655.500000 Penalty: 3508.032959
	Iteration 83Q: 3 clusters Score -3131656 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -3131719.750000 Penalty: 3508.032959
	Iteration 84Q: 3 clusters Score -3131720 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -3131759.750000 Penalty: 3508.032959
	Iteration 85Q: 3 clusters Score -3131760 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -3131794.250000 Penalty: 3508.032959
	Iteration 86Q: 3 clusters Score -3131794 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -3131831.000000 Penalty: 3508.032959
	Iteration 87Q: 3 clusters Score -3131831 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -3131876.500000 Penalty: 3508.032959
	Iteration 88Q: 3 clusters Score -3131876 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -3131918.250000 Penalty: 3508.032959
	Iteration 89Q: 3 clusters Score -3131918 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -3131947.000000 Penalty: 3508.032959
	Iteration 90Q: 3 clusters Score -3131947 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -3131987.000000 Penalty: 3508.032959
	Iteration 91Q: 3 clusters Score -3131987 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -3132001.000000 Penalty: 3508.032959
	Iteration 92Q: 3 clusters Score -3132001 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -3132027.250000 Penalty: 3508.032959
	Iteration 93Q: 3 clusters Score -3132027 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -3132050.250000 Penalty: 3508.032959
	Iteration 94Q: 3 clusters Score -3132050 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -3132074.500000 Penalty: 3508.032959
	Iteration 95Q: 3 clusters Score -3132074 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -3132080.250000 Penalty: 3508.032959
	Iteration 96Q: 3 clusters Score -3132080 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -3132117.250000 Penalty: 3508.032959
	Iteration 97Q: 3 clusters Score -3132117 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -3132122.750000 Penalty: 3508.032959
	Iteration 98Q: 3 clusters Score -3132123 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -3132142.250000 Penalty: 3508.032959
	Iteration 99Q: 3 clusters Score -3132142 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -3132176.500000 Penalty: 3508.032959
	Iteration 100F: 3 clusters Score -3132176 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -3132190.500000 Penalty: 3508.032959
	Iteration 101Q: 3 clusters Score -3132190 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -3132219.750000 Penalty: 3508.032959
	Iteration 102Q: 3 clusters Score -3132220 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -3132250.500000 Penalty: 3508.032959
	Iteration 103Q: 3 clusters Score -3132250 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -3132258.000000 Penalty: 3508.032959
	Iteration 104Q: 3 clusters Score -3132258 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -3132283.500000 Penalty: 3508.032959
	Iteration 105Q: 3 clusters Score -3132284 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -3132297.000000 Penalty: 3508.032959
	Iteration 106Q: 3 clusters Score -3132297 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -3132310.000000 Penalty: 3508.032959
	Iteration 107Q: 3 clusters Score -3132310 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -3132316.750000 Penalty: 3508.032959
	Iteration 108Q: 3 clusters Score -3132317 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 46395 members 
Entering Unmasked Estep 
Score: -3132330.250000 Penalty: 3508.032959
	Iteration 109Q: 3 clusters Score -3132330 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -3132352.000000 Penalty: 3508.032959
	Iteration 110Q: 3 clusters Score -3132352 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -3132368.500000 Penalty: 3508.032959
	Iteration 111Q: 3 clusters Score -3132368 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -3132369.250000 Penalty: 3508.032959
	Iteration 112Q: 3 clusters Score -3132369 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -3132379.750000 Penalty: 3508.032959
	Iteration 113Q: 3 clusters Score -3132380 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -3132395.250000 Penalty: 3508.032959
	Iteration 114Q: 3 clusters Score -3132395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -3132390.750000 Penalty: 3508.032959
	Iteration 115Q: 3 clusters Score -3132391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -3132405.250000 Penalty: 3508.032959
	Iteration 116Q: 3 clusters Score -3132405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -3132401.500000 Penalty: 3508.032959
	Iteration 117Q: 3 clusters Score -3132402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -3132414.250000 Penalty: 3508.032959
	Iteration 118Q: 3 clusters Score -3132414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -3132415.000000 Penalty: 3508.032959
	Iteration 119Q: 3 clusters Score -3132415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -3132417.500000 Penalty: 3508.032959
	Iteration 120F: 3 clusters Score -3132418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -3132419.000000 Penalty: 3508.032959
	Iteration 121Q: 3 clusters Score -3132419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -3132417.750000 Penalty: 3508.032959
	Iteration 122Q: 3 clusters Score -3132418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -3132420.000000 Penalty: 3508.032959
	Iteration 123Q: 3 clusters Score -3132420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -3132439.250000 Penalty: 3508.032959
	Iteration 124Q: 3 clusters Score -3132439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -3132442.750000 Penalty: 3508.032959
	Iteration 125Q: 3 clusters Score -3132443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -3132446.000000 Penalty: 3508.032959
	Iteration 126Q: 3 clusters Score -3132446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -3132455.000000 Penalty: 3508.032959
	Iteration 127Q: 3 clusters Score -3132455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -3132460.500000 Penalty: 3508.032959
	Iteration 128Q: 3 clusters Score -3132460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -3132461.750000 Penalty: 3508.032959
	Iteration 129Q: 3 clusters Score -3132462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -3132465.500000 Penalty: 3508.032959
	Iteration 130Q: 3 clusters Score -3132466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -3132470.750000 Penalty: 3508.032959
	Iteration 131Q: 3 clusters Score -3132471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -3132470.000000 Penalty: 3508.032959
	Iteration 132Q: 3 clusters Score -3132470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -3132471.750000 Penalty: 3508.032959
	Iteration 133Q: 3 clusters Score -3132472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -3132470.000000 Penalty: 3508.032959
	Iteration 134Q: 3 clusters Score -3132470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -3132473.500000 Penalty: 3508.032959
	Iteration 135Q: 3 clusters Score -3132474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -3132489.250000 Penalty: 3508.032959
	Iteration 136Q: 3 clusters Score -3132489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -3132484.500000 Penalty: 3508.032959
	Iteration 137Q: 3 clusters Score -3132484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -3132484.750000 Penalty: 3508.032959
	Iteration 138Q: 3 clusters Score -3132485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -3132493.750000 Penalty: 3508.032959
	Iteration 139Q: 3 clusters Score -3132494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -3132501.500000 Penalty: 3508.032959
	Iteration 140F: 3 clusters Score -3132502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -3132498.500000 Penalty: 3508.032959
	Iteration 141Q: 3 clusters Score -3132498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -3132500.750000 Penalty: 3508.032959
	Iteration 142Q: 3 clusters Score -3132501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -3132497.750000 Penalty: 3508.032959
	Iteration 143Q: 3 clusters Score -3132498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -3132499.500000 Penalty: 3508.032959
	Iteration 144Q: 3 clusters Score -3132500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -3132502.000000 Penalty: 3508.032959
	Iteration 145Q: 3 clusters Score -3132502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -3132501.250000 Penalty: 3508.032959
	Iteration 146Q: 3 clusters Score -3132501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -3132506.250000 Penalty: 3508.032959
	Iteration 147Q: 3 clusters Score -3132506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -3132505.500000 Penalty: 3508.032959
	Iteration 148Q: 3 clusters Score -3132506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -3132505.500000 Penalty: 3508.032959
	Iteration 149Q: 3 clusters Score -3132506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -3132504.750000 Penalty: 3508.032959
	Iteration 150Q: 3 clusters Score -3132505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -3132504.750000 Penalty: 3508.032959
	Iteration 151Q: 3 clusters Score -3132505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -3132511.750000 Penalty: 3508.032959
	Iteration 152Q: 3 clusters Score -3132512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -3132511.750000 Penalty: 3508.032959
	Iteration 153F: 3 clusters Score -3132512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Entering Unmasked Estep 
Score: -1356082.375000 Penalty: 1620.538940
	Iteration 0F: 2 clusters Score -1356082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1341441.125000 Penalty: 3241.077881
	Iteration 0F: 3 clusters Score -1341441 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1346748.000000 Penalty: 3241.077881
	Iteration 1F: 3 clusters Score -1346748 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1347151.250000 Penalty: 3241.077881
	Iteration 2Q: 3 clusters Score -1347151 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1347681.500000 Penalty: 3241.077881
	Iteration 3Q: 3 clusters Score -1347682 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1348392.250000 Penalty: 3241.077881
	Iteration 4F: 3 clusters Score -1348392 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1349222.250000 Penalty: 3241.077881
	Iteration 5F: 3 clusters Score -1349222 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1350139.125000 Penalty: 3241.077881
	Iteration 6F: 3 clusters Score -1350139 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1351104.500000 Penalty: 3241.077881
	Iteration 7F: 3 clusters Score -1351104 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1352022.250000 Penalty: 3241.077881
	Iteration 8F: 3 clusters Score -1352022 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1352760.375000 Penalty: 3241.077881
	Iteration 9Q: 3 clusters Score -1352760 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1353281.125000 Penalty: 3241.077881
	Iteration 10Q: 3 clusters Score -1353281 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1353676.375000 Penalty: 3241.077881
	Iteration 11Q: 3 clusters Score -1353676 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1353963.375000 Penalty: 3241.077881
	Iteration 12Q: 3 clusters Score -1353963 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1354158.625000 Penalty: 3241.077881
	Iteration 13Q: 3 clusters Score -1354159 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1354306.125000 Penalty: 3241.077881
	Iteration 14Q: 3 clusters Score -1354306 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1354406.250000 Penalty: 3241.077881
	Iteration 15Q: 3 clusters Score -1354406 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1354489.250000 Penalty: 3241.077881
	Iteration 16Q: 3 clusters Score -1354489 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1354540.500000 Penalty: 3241.077881
	Iteration 17Q: 3 clusters Score -1354540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1354572.500000 Penalty: 3241.077881
	Iteration 18Q: 3 clusters Score -1354572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1354588.375000 Penalty: 3241.077881
	Iteration 19Q: 3 clusters Score -1354588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1354607.250000 Penalty: 3241.077881
	Iteration 20F: 3 clusters Score -1354607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1354624.750000 Penalty: 3241.077881
	Iteration 21Q: 3 clusters Score -1354625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1354638.875000 Penalty: 3241.077881
	Iteration 22Q: 3 clusters Score -1354639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1354649.500000 Penalty: 3241.077881
	Iteration 23Q: 3 clusters Score -1354650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1354657.000000 Penalty: 3241.077881
	Iteration 24Q: 3 clusters Score -1354657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1354667.125000 Penalty: 3241.077881
	Iteration 25Q: 3 clusters Score -1354667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1354670.000000 Penalty: 3241.077881
	Iteration 26Q: 3 clusters Score -1354670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1354672.500000 Penalty: 3241.077881
	Iteration 27Q: 3 clusters Score -1354672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1354672.750000 Penalty: 3241.077881
	Iteration 28Q: 3 clusters Score -1354673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1354675.625000 Penalty: 3241.077881
	Iteration 29Q: 3 clusters Score -1354676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1354676.625000 Penalty: 3241.077881
	Iteration 30Q: 3 clusters Score -1354677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1354679.500000 Penalty: 3241.077881
	Iteration 31Q: 3 clusters Score -1354680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1354684.375000 Penalty: 3241.077881
	Iteration 32Q: 3 clusters Score -1354684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1354684.375000 Penalty: 3241.077881
	Iteration 33F: 3 clusters Score -1354684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Entering Unmasked Estep 
Score: -1705469.875000 Penalty: 1656.316772
	Iteration 0F: 2 clusters Score -1705470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1687408.000000 Penalty: 3312.633545
	Iteration 0F: 3 clusters Score -1687408 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1694168.750000 Penalty: 3312.633545
	Iteration 1F: 3 clusters Score -1694169 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1694470.500000 Penalty: 3312.633545
	Iteration 2Q: 3 clusters Score -1694470 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1694715.000000 Penalty: 3312.633545
	Iteration 3Q: 3 clusters Score -1694715 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1694931.500000 Penalty: 3312.633545
	Iteration 4Q: 3 clusters Score -1694932 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1695141.750000 Penalty: 3312.633545
	Iteration 5Q: 3 clusters Score -1695142 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1695330.875000 Penalty: 3312.633545
	Iteration 6Q: 3 clusters Score -1695331 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1695545.125000 Penalty: 3312.633545
	Iteration 7Q: 3 clusters Score -1695545 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1695816.750000 Penalty: 3312.633545
	Iteration 8Q: 3 clusters Score -1695817 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1696179.625000 Penalty: 3312.633545
	Iteration 9Q: 3 clusters Score -1696180 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1696719.125000 Penalty: 3312.633545
	Iteration 10Q: 3 clusters Score -1696719 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -1697537.375000 Penalty: 3312.633545
	Iteration 11F: 3 clusters Score -1697537 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -1698610.875000 Penalty: 3312.633545
	Iteration 12F: 3 clusters Score -1698611 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -1699752.750000 Penalty: 3312.633545
	Iteration 13F: 3 clusters Score -1699753 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -1700849.250000 Penalty: 3312.633545
	Iteration 14F: 3 clusters Score -1700849 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -1701740.125000 Penalty: 3312.633545
	Iteration 15Q: 3 clusters Score -1701740 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -1702494.750000 Penalty: 3312.633545
	Iteration 16Q: 3 clusters Score -1702495 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -1703081.000000 Penalty: 3312.633545
	Iteration 17Q: 3 clusters Score -1703081 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -1703480.875000 Penalty: 3312.633545
	Iteration 18Q: 3 clusters Score -1703481 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -1703781.375000 Penalty: 3312.633545
	Iteration 19Q: 3 clusters Score -1703781 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -1703988.000000 Penalty: 3312.633545
	Iteration 20F: 3 clusters Score -1703988 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -1704088.250000 Penalty: 3312.633545
	Iteration 21Q: 3 clusters Score -1704088 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -1704165.250000 Penalty: 3312.633545
	Iteration 22Q: 3 clusters Score -1704165 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -1704204.625000 Penalty: 3312.633545
	Iteration 23Q: 3 clusters Score -1704205 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -1704229.750000 Penalty: 3312.633545
	Iteration 24Q: 3 clusters Score -1704230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -1704245.000000 Penalty: 3312.633545
	Iteration 25Q: 3 clusters Score -1704245 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -1704257.250000 Penalty: 3312.633545
	Iteration 26Q: 3 clusters Score -1704257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -1704266.750000 Penalty: 3312.633545
	Iteration 27Q: 3 clusters Score -1704267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -1704279.250000 Penalty: 3312.633545
	Iteration 28Q: 3 clusters Score -1704279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -1704287.625000 Penalty: 3312.633545
	Iteration 29Q: 3 clusters Score -1704288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -1704296.000000 Penalty: 3312.633545
	Iteration 30Q: 3 clusters Score -1704296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -1704300.125000 Penalty: 3312.633545
	Iteration 31Q: 3 clusters Score -1704300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -1704302.875000 Penalty: 3312.633545
	Iteration 32Q: 3 clusters Score -1704303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -1704306.500000 Penalty: 3312.633545
	Iteration 33Q: 3 clusters Score -1704306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -1704312.625000 Penalty: 3312.633545
	Iteration 34Q: 3 clusters Score -1704313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -1704312.000000 Penalty: 3312.633545
	Iteration 35Q: 3 clusters Score -1704312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -1704316.625000 Penalty: 3312.633545
	Iteration 36Q: 3 clusters Score -1704317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -1704319.625000 Penalty: 3312.633545
	Iteration 37Q: 3 clusters Score -1704320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -1704321.000000 Penalty: 3312.633545
	Iteration 38Q: 3 clusters Score -1704321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -1704327.500000 Penalty: 3312.633545
	Iteration 39Q: 3 clusters Score -1704328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -1704328.375000 Penalty: 3312.633545
	Iteration 40F: 3 clusters Score -1704328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -1704328.000000 Penalty: 3312.633545
	Iteration 41Q: 3 clusters Score -1704328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -1704329.500000 Penalty: 3312.633545
	Iteration 42Q: 3 clusters Score -1704330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -1704328.000000 Penalty: 3312.633545
	Iteration 43Q: 3 clusters Score -1704328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -1704328.375000 Penalty: 3312.633545
	Iteration 44Q: 3 clusters Score -1704328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -1704328.500000 Penalty: 3312.633545
	Iteration 45Q: 3 clusters Score -1704328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -1704328.750000 Penalty: 3312.633545
	Iteration 46Q: 3 clusters Score -1704329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -1704330.500000 Penalty: 3312.633545
	Iteration 47Q: 3 clusters Score -1704330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -1704329.000000 Penalty: 3312.633545
	Iteration 48Q: 3 clusters Score -1704329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -1704328.250000 Penalty: 3312.633545
	Iteration 49Q: 3 clusters Score -1704328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -1704328.250000 Penalty: 3312.633545
	Iteration 50F: 3 clusters Score -1704328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (131277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131277 members 
Entering Unmasked Estep 
Score: -8405751.000000 Penalty: 1915.072998
	Iteration 0F: 2 clusters Score -8405751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 65862 members 
Entering Unmasked Estep 
Score: -8317645.500000 Penalty: 3830.145996
	Iteration 0F: 3 clusters Score -8317646 nChanged 63099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 70091 members 
Entering Unmasked Estep 
Score: -8354751.000000 Penalty: 3830.145996
	Iteration 1F: 3 clusters Score -8354751 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -8355771.000000 Penalty: 3830.145996
	Iteration 2Q: 3 clusters Score -8355771 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 77153 members 
Entering Unmasked Estep 
Score: -8357467.000000 Penalty: 3830.145996
	Iteration 3Q: 3 clusters Score -8357467 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 83552 members 
Entering Unmasked Estep 
Score: -8360744.500000 Penalty: 3830.145996
	Iteration 4F: 3 clusters Score -8360744 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 92709 members 
Entering Unmasked Estep 
Score: -8366984.500000 Penalty: 3830.145996
	Iteration 5F: 3 clusters Score -8366984 nChanged 11891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 104532 members 
Entering Unmasked Estep 
Score: -8377416.500000 Penalty: 3830.145996
	Iteration 6F: 3 clusters Score -8377416 nChanged 11988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 116492 members 
Entering Unmasked Estep 
Score: -8389320.000000 Penalty: 3830.145996
	Iteration 7F: 3 clusters Score -8389320 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 125067 members 
Entering Unmasked Estep 
Score: -8398347.000000 Penalty: 3830.145996
	Iteration 8F: 3 clusters Score -8398347 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 129020 members 
Entering Unmasked Estep 
Score: -8402241.000000 Penalty: 3830.145996
	Iteration 9Q: 3 clusters Score -8402241 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 130389 members 
Entering Unmasked Estep 
Score: -8403480.000000 Penalty: 3830.145996
	Iteration 10Q: 3 clusters Score -8403480 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 130803 members 
Entering Unmasked Estep 
Score: -8403816.000000 Penalty: 3830.145996
	Iteration 11Q: 3 clusters Score -8403816 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 130942 members 
Entering Unmasked Estep 
Score: -8403972.000000 Penalty: 3830.145996
	Iteration 12Q: 3 clusters Score -8403972 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 130983 members 
Entering Unmasked Estep 
Score: -8404048.000000 Penalty: 3830.145996
	Iteration 13Q: 3 clusters Score -8404048 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 131007 members 
Entering Unmasked Estep 
Score: -8404087.000000 Penalty: 3830.145996
	Iteration 14Q: 3 clusters Score -8404087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 131020 members 
Entering Unmasked Estep 
Score: -8404110.000000 Penalty: 3830.145996
	Iteration 15Q: 3 clusters Score -8404110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 131029 members 
Entering Unmasked Estep 
Score: -8404121.000000 Penalty: 3830.145996
	Iteration 16Q: 3 clusters Score -8404121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 131034 members 
Entering Unmasked Estep 
Score: -8404120.000000 Penalty: 3830.145996
	Iteration 17Q: 3 clusters Score -8404120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 131037 members 
Entering Unmasked Estep 
Score: -8404115.000000 Penalty: 3830.145996
	Iteration 18Q: 3 clusters Score -8404115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 131037 members 
Entering Unmasked Estep 
Score: -8404119.000000 Penalty: 3830.145996
	Iteration 19F: 3 clusters Score -8404119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 131035 members 
Entering Unmasked Estep 
Score: -8404118.000000 Penalty: 3830.145996
	Iteration 20F: 3 clusters Score -8404118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 131034 members 
Entering Unmasked Estep 
Score: -8404125.000000 Penalty: 3830.145996
	Iteration 21Q: 3 clusters Score -8404125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 131037 members 
Entering Unmasked Estep 
Score: -8404130.000000 Penalty: 3830.145996
	Iteration 22Q: 3 clusters Score -8404130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 131037 members 
Entering Unmasked Estep 
Score: -8404133.000000 Penalty: 3830.145996
	Iteration 23Q: 3 clusters Score -8404133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 131037 members 
Entering Unmasked Estep 
Score: -8404133.000000 Penalty: 3830.145996
	Iteration 24F: 3 clusters Score -8404133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -47338.871094 Penalty: 1080.880371
	Iteration 0F: 2 clusters Score -47338.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -46048.062500 Penalty: 2161.760742
	Iteration 0F: 3 clusters Score -46048.06 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -46229.261719 Penalty: 2161.760742
	Iteration 1F: 3 clusters Score -46229.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -46273.097656 Penalty: 2161.760742
	Iteration 2F: 3 clusters Score -46273.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -46294.250000 Penalty: 2161.760742
	Iteration 3Q: 3 clusters Score -46294.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -46309.023438 Penalty: 2161.760742
	Iteration 4Q: 3 clusters Score -46309.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -46319.253906 Penalty: 2161.760742
	Iteration 5Q: 3 clusters Score -46319.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -46324.441406 Penalty: 2161.760742
	Iteration 6Q: 3 clusters Score -46324.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -46329.363281 Penalty: 2161.760742
	Iteration 7Q: 3 clusters Score -46329.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -46331.132812 Penalty: 2161.760742
	Iteration 8Q: 3 clusters Score -46331.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -46333.804688 Penalty: 2161.760742
	Iteration 9Q: 3 clusters Score -46333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -46334.617188 Penalty: 2161.760742
	Iteration 10Q: 3 clusters Score -46334.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -46335.214844 Penalty: 2161.760742
	Iteration 11Q: 3 clusters Score -46335.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -46335.214844 Penalty: 2161.760742
	Iteration 12F: 3 clusters Score -46335.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Entering Unmasked Estep 
Score: -513032.531250 Penalty: 1462.938843
	Iteration 0F: 2 clusters Score -513032.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -507130.750000 Penalty: 2925.877686
	Iteration 0F: 3 clusters Score -507130.8 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -508961.125000 Penalty: 2925.877686
	Iteration 1F: 3 clusters Score -508961.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -509226.718750 Penalty: 2925.877686
	Iteration 2F: 3 clusters Score -509226.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -509450.156250 Penalty: 2925.877686
	Iteration 3F: 3 clusters Score -509450.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -509705.062500 Penalty: 2925.877686
	Iteration 4Q: 3 clusters Score -509705.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -510092.625000 Penalty: 2925.877686
	Iteration 5F: 3 clusters Score -510092.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -510558.843750 Penalty: 2925.877686
	Iteration 6F: 3 clusters Score -510558.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -511029.781250 Penalty: 2925.877686
	Iteration 7F: 3 clusters Score -511029.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -511476.937500 Penalty: 2925.877686
	Iteration 8F: 3 clusters Score -511476.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -511888.781250 Penalty: 2925.877686
	Iteration 9F: 3 clusters Score -511888.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -512224.156250 Penalty: 2925.877686
	Iteration 10F: 3 clusters Score -512224.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -512448.593750 Penalty: 2925.877686
	Iteration 11Q: 3 clusters Score -512448.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -512577.750000 Penalty: 2925.877686
	Iteration 12Q: 3 clusters Score -512577.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -512668.781250 Penalty: 2925.877686
	Iteration 13Q: 3 clusters Score -512668.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -512713.593750 Penalty: 2925.877686
	Iteration 14Q: 3 clusters Score -512713.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -512743.750000 Penalty: 2925.877686
	Iteration 15Q: 3 clusters Score -512743.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -512783.281250 Penalty: 2925.877686
	Iteration 16Q: 3 clusters Score -512783.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -512825.562500 Penalty: 2925.877686
	Iteration 17Q: 3 clusters Score -512825.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -512857.562500 Penalty: 2925.877686
	Iteration 18Q: 3 clusters Score -512857.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -512871.500000 Penalty: 2925.877686
	Iteration 19Q: 3 clusters Score -512871.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -512876.625000 Penalty: 2925.877686
	Iteration 20F: 3 clusters Score -512876.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -512880.812500 Penalty: 2925.877686
	Iteration 21Q: 3 clusters Score -512880.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -512880.000000 Penalty: 2925.877686
	Iteration 22Q: 3 clusters Score -512880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -512881.375000 Penalty: 2925.877686
	Iteration 23Q: 3 clusters Score -512881.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -512881.625000 Penalty: 2925.877686
	Iteration 24Q: 3 clusters Score -512881.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -512882.312500 Penalty: 2925.877686
	Iteration 25Q: 3 clusters Score -512882.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -512882.625000 Penalty: 2925.877686
	Iteration 26Q: 3 clusters Score -512882.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -512882.625000 Penalty: 2925.877686
	Iteration 27F: 3 clusters Score -512882.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (357730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357730 members 
Entering Unmasked Estep 
Score: -22206414.000000 Penalty: 2077.974121
	Iteration 0F: 2 clusters Score -2.220641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179128 members 
Mstep: Class 2 contains 178602 members 
Entering Unmasked Estep 
Score: -21964730.000000 Penalty: 4155.948242
	Iteration 0F: 3 clusters Score -2.196473e+07 nChanged 174580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183904 members 
Mstep: Class 2 contains 173826 members 
Entering Unmasked Estep 
Score: -22070466.000000 Penalty: 4155.948242
	Iteration 1F: 3 clusters Score -2.207047e+07 nChanged 8739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187811 members 
Mstep: Class 2 contains 169919 members 
Entering Unmasked Estep 
Score: -22072168.000000 Penalty: 4155.948242
	Iteration 2Q: 3 clusters Score -2.207217e+07 nChanged 10402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194051 members 
Mstep: Class 2 contains 163679 members 
Entering Unmasked Estep 
Score: -22074992.000000 Penalty: 4155.948242
	Iteration 3Q: 3 clusters Score -2.207499e+07 nChanged 13110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203941 members 
Mstep: Class 2 contains 153789 members 
Entering Unmasked Estep 
Score: -22079864.000000 Penalty: 4155.948242
	Iteration 4Q: 3 clusters Score -2.207986e+07 nChanged 16922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218513 members 
Mstep: Class 2 contains 139217 members 
Entering Unmasked Estep 
Score: -22088540.000000 Penalty: 4155.948242
	Iteration 5Q: 3 clusters Score -2.208854e+07 nChanged 21662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238433 members 
Mstep: Class 2 contains 119297 members 
Entering Unmasked Estep 
Score: -22102932.000000 Penalty: 4155.948242
	Iteration 6F: 3 clusters Score -2.210293e+07 nChanged 25228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262193 members 
Mstep: Class 2 contains 95537 members 
Entering Unmasked Estep 
Score: -22123200.000000 Penalty: 4155.948242
	Iteration 7F: 3 clusters Score -2.21232e+07 nChanged 24893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285916 members 
Mstep: Class 2 contains 71814 members 
Entering Unmasked Estep 
Score: -22144512.000000 Penalty: 4155.948242
	Iteration 8F: 3 clusters Score -2.214451e+07 nChanged 20431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305379 members 
Mstep: Class 2 contains 52351 members 
Entering Unmasked Estep 
Score: -22162290.000000 Penalty: 4155.948242
	Iteration 9F: 3 clusters Score -2.216229e+07 nChanged 15091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319876 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -22174580.000000 Penalty: 4155.948242
	Iteration 10Q: 3 clusters Score -2.217458e+07 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330820 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -22183398.000000 Penalty: 4155.948242
	Iteration 11Q: 3 clusters Score -2.21834e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339222 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -22189972.000000 Penalty: 4155.948242
	Iteration 12Q: 3 clusters Score -2.218997e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345702 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -22195306.000000 Penalty: 4155.948242
	Iteration 13Q: 3 clusters Score -2.219531e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350517 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -22199156.000000 Penalty: 4155.948242
	Iteration 14Q: 3 clusters Score -2.219916e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353781 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -22201784.000000 Penalty: 4155.948242
	Iteration 15Q: 3 clusters Score -2.220178e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355737 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -22203344.000000 Penalty: 4155.948242
	Iteration 16Q: 3 clusters Score -2.220334e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356718 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -22204032.000000 Penalty: 4155.948242
	Iteration 17Q: 3 clusters Score -2.220403e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357128 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -22204292.000000 Penalty: 4155.948242
	Iteration 18Q: 3 clusters Score -2.220429e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357317 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -22204422.000000 Penalty: 4155.948242
	Iteration 19Q: 3 clusters Score -2.220442e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357403 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -22204504.000000 Penalty: 4155.948242
	Iteration 20F: 3 clusters Score -2.22045e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357445 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22204556.000000 Penalty: 4155.948242
	Iteration 21Q: 3 clusters Score -2.220456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357466 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -22204576.000000 Penalty: 4155.948242
	Iteration 22Q: 3 clusters Score -2.220458e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357474 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -22204570.000000 Penalty: 4155.948242
	Iteration 23Q: 3 clusters Score -2.220457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357483 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22204598.000000 Penalty: 4155.948242
	Iteration 24Q: 3 clusters Score -2.22046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357489 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22204596.000000 Penalty: 4155.948242
	Iteration 25Q: 3 clusters Score -2.22046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357488 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22204614.000000 Penalty: 4155.948242
	Iteration 26Q: 3 clusters Score -2.220461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357492 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -22204612.000000 Penalty: 4155.948242
	Iteration 27Q: 3 clusters Score -2.220461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357493 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -22204614.000000 Penalty: 4155.948242
	Iteration 28Q: 3 clusters Score -2.220461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357495 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -22204612.000000 Penalty: 4155.948242
	Iteration 29Q: 3 clusters Score -2.220461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357497 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22204614.000000 Penalty: 4155.948242
	Iteration 30Q: 3 clusters Score -2.220461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357499 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22204612.000000 Penalty: 4155.948242
	Iteration 31Q: 3 clusters Score -2.220461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357500 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22204616.000000 Penalty: 4155.948242
	Iteration 32Q: 3 clusters Score -2.220462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357502 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22204628.000000 Penalty: 4155.948242
	Iteration 33Q: 3 clusters Score -2.220463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357506 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22204642.000000 Penalty: 4155.948242
	Iteration 34Q: 3 clusters Score -2.220464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357506 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -22204642.000000 Penalty: 4155.948242
	Iteration 35F: 3 clusters Score -2.220464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Entering Unmasked Estep 
Score: -1137871.375000 Penalty: 1599.512573
	Iteration 0F: 2 clusters Score -1137871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1124918.875000 Penalty: 3199.025146
	Iteration 0F: 3 clusters Score -1124919 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1129528.750000 Penalty: 3199.025146
	Iteration 1F: 3 clusters Score -1129529 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1129812.750000 Penalty: 3199.025146
	Iteration 2Q: 3 clusters Score -1129813 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1130075.875000 Penalty: 3199.025146
	Iteration 3Q: 3 clusters Score -1130076 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1130357.250000 Penalty: 3199.025146
	Iteration 4Q: 3 clusters Score -1130357 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1130629.250000 Penalty: 3199.025146
	Iteration 5Q: 3 clusters Score -1130629 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1130969.250000 Penalty: 3199.025146
	Iteration 6Q: 3 clusters Score -1130969 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1131356.875000 Penalty: 3199.025146
	Iteration 7Q: 3 clusters Score -1131357 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1131777.500000 Penalty: 3199.025146
	Iteration 8Q: 3 clusters Score -1131778 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1132211.625000 Penalty: 3199.025146
	Iteration 9Q: 3 clusters Score -1132212 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1132664.875000 Penalty: 3199.025146
	Iteration 10Q: 3 clusters Score -1132665 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1133057.500000 Penalty: 3199.025146
	Iteration 11Q: 3 clusters Score -1133058 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1133383.500000 Penalty: 3199.025146
	Iteration 12Q: 3 clusters Score -1133384 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1133604.125000 Penalty: 3199.025146
	Iteration 13Q: 3 clusters Score -1133604 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1133746.750000 Penalty: 3199.025146
	Iteration 14Q: 3 clusters Score -1133747 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1133874.750000 Penalty: 3199.025146
	Iteration 15Q: 3 clusters Score -1133875 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1133991.875000 Penalty: 3199.025146
	Iteration 16Q: 3 clusters Score -1133992 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1134098.375000 Penalty: 3199.025146
	Iteration 17Q: 3 clusters Score -1134098 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1134189.625000 Penalty: 3199.025146
	Iteration 18Q: 3 clusters Score -1134190 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1134266.375000 Penalty: 3199.025146
	Iteration 19Q: 3 clusters Score -1134266 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1134352.250000 Penalty: 3199.025146
	Iteration 20F: 3 clusters Score -1134352 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1134434.500000 Penalty: 3199.025146
	Iteration 21Q: 3 clusters Score -1134434 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1134515.000000 Penalty: 3199.025146
	Iteration 22Q: 3 clusters Score -1134515 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1134623.875000 Penalty: 3199.025146
	Iteration 23Q: 3 clusters Score -1134624 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1134768.500000 Penalty: 3199.025146
	Iteration 24Q: 3 clusters Score -1134768 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1134933.250000 Penalty: 3199.025146
	Iteration 25Q: 3 clusters Score -1134933 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1135108.750000 Penalty: 3199.025146
	Iteration 26Q: 3 clusters Score -1135109 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1135277.375000 Penalty: 3199.025146
	Iteration 27Q: 3 clusters Score -1135277 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1135472.000000 Penalty: 3199.025146
	Iteration 28Q: 3 clusters Score -1135472 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1135647.000000 Penalty: 3199.025146
	Iteration 29Q: 3 clusters Score -1135647 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1135789.875000 Penalty: 3199.025146
	Iteration 30Q: 3 clusters Score -1135790 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1135921.125000 Penalty: 3199.025146
	Iteration 31Q: 3 clusters Score -1135921 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1136007.875000 Penalty: 3199.025146
	Iteration 32Q: 3 clusters Score -1136008 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1136078.375000 Penalty: 3199.025146
	Iteration 33Q: 3 clusters Score -1136078 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1136128.875000 Penalty: 3199.025146
	Iteration 34Q: 3 clusters Score -1136129 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1136166.375000 Penalty: 3199.025146
	Iteration 35Q: 3 clusters Score -1136166 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1136197.750000 Penalty: 3199.025146
	Iteration 36Q: 3 clusters Score -1136198 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1136223.500000 Penalty: 3199.025146
	Iteration 37Q: 3 clusters Score -1136224 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1136242.125000 Penalty: 3199.025146
	Iteration 38Q: 3 clusters Score -1136242 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1136264.375000 Penalty: 3199.025146
	Iteration 39Q: 3 clusters Score -1136264 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1136279.750000 Penalty: 3199.025146
	Iteration 40F: 3 clusters Score -1136280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1136294.125000 Penalty: 3199.025146
	Iteration 41Q: 3 clusters Score -1136294 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1136307.250000 Penalty: 3199.025146
	Iteration 42Q: 3 clusters Score -1136307 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1136330.375000 Penalty: 3199.025146
	Iteration 43Q: 3 clusters Score -1136330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1136355.125000 Penalty: 3199.025146
	Iteration 44Q: 3 clusters Score -1136355 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -1136368.000000 Penalty: 3199.025146
	Iteration 45Q: 3 clusters Score -1136368 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1136385.000000 Penalty: 3199.025146
	Iteration 46Q: 3 clusters Score -1136385 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1136402.125000 Penalty: 3199.025146
	Iteration 47Q: 3 clusters Score -1136402 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1136415.375000 Penalty: 3199.025146
	Iteration 48Q: 3 clusters Score -1136415 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1136429.250000 Penalty: 3199.025146
	Iteration 49Q: 3 clusters Score -1136429 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -1136435.250000 Penalty: 3199.025146
	Iteration 50Q: 3 clusters Score -1136435 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1136437.250000 Penalty: 3199.025146
	Iteration 51Q: 3 clusters Score -1136437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1136445.625000 Penalty: 3199.025146
	Iteration 52Q: 3 clusters Score -1136446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1136449.125000 Penalty: 3199.025146
	Iteration 53Q: 3 clusters Score -1136449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1136454.750000 Penalty: 3199.025146
	Iteration 54Q: 3 clusters Score -1136455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1136454.625000 Penalty: 3199.025146
	Iteration 55Q: 3 clusters Score -1136455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -1136458.375000 Penalty: 3199.025146
	Iteration 56Q: 3 clusters Score -1136458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -1136458.625000 Penalty: 3199.025146
	Iteration 57Q: 3 clusters Score -1136459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -1136458.500000 Penalty: 3199.025146
	Iteration 58Q: 3 clusters Score -1136458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1136459.875000 Penalty: 3199.025146
	Iteration 59Q: 3 clusters Score -1136460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -1136461.625000 Penalty: 3199.025146
	Iteration 60F: 3 clusters Score -1136462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1136462.125000 Penalty: 3199.025146
	Iteration 61Q: 3 clusters Score -1136462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1136461.875000 Penalty: 3199.025146
	Iteration 62Q: 3 clusters Score -1136462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -1136464.500000 Penalty: 3199.025146
	Iteration 63Q: 3 clusters Score -1136464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -1136466.750000 Penalty: 3199.025146
	Iteration 64Q: 3 clusters Score -1136467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1136468.250000 Penalty: 3199.025146
	Iteration 65Q: 3 clusters Score -1136468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1136466.750000 Penalty: 3199.025146
	Iteration 66Q: 3 clusters Score -1136467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -1136471.125000 Penalty: 3199.025146
	Iteration 67Q: 3 clusters Score -1136471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1136470.500000 Penalty: 3199.025146
	Iteration 68Q: 3 clusters Score -1136470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -1136468.250000 Penalty: 3199.025146
	Iteration 69Q: 3 clusters Score -1136468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -1136468.625000 Penalty: 3199.025146
	Iteration 70Q: 3 clusters Score -1136469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1136468.500000 Penalty: 3199.025146
	Iteration 71Q: 3 clusters Score -1136468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1136470.000000 Penalty: 3199.025146
	Iteration 72Q: 3 clusters Score -1136470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1136470.000000 Penalty: 3199.025146
	Iteration 73F: 3 clusters Score -1136470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Entering Unmasked Estep 
Score: -211620.140625 Penalty: 1337.295532
	Iteration 0F: 2 clusters Score -211620.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -208454.734375 Penalty: 2674.591064
	Iteration 0F: 3 clusters Score -208454.7 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -209312.281250 Penalty: 2674.591064
	Iteration 1F: 3 clusters Score -209312.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -209538.890625 Penalty: 2674.591064
	Iteration 2F: 3 clusters Score -209538.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -209760.875000 Penalty: 2674.591064
	Iteration 3F: 3 clusters Score -209760.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -209952.140625 Penalty: 2674.591064
	Iteration 4F: 3 clusters Score -209952.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -210117.125000 Penalty: 2674.591064
	Iteration 5F: 3 clusters Score -210117.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -210308.546875 Penalty: 2674.591064
	Iteration 6F: 3 clusters Score -210308.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -210496.531250 Penalty: 2674.591064
	Iteration 7F: 3 clusters Score -210496.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -210726.625000 Penalty: 2674.591064
	Iteration 8F: 3 clusters Score -210726.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -210898.500000 Penalty: 2674.591064
	Iteration 9F: 3 clusters Score -210898.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -210987.296875 Penalty: 2674.591064
	Iteration 10Q: 3 clusters Score -210987.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -211041.968750 Penalty: 2674.591064
	Iteration 11Q: 3 clusters Score -211042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -211086.531250 Penalty: 2674.591064
	Iteration 12Q: 3 clusters Score -211086.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -211120.593750 Penalty: 2674.591064
	Iteration 13Q: 3 clusters Score -211120.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -211146.265625 Penalty: 2674.591064
	Iteration 14Q: 3 clusters Score -211146.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -211161.875000 Penalty: 2674.591064
	Iteration 15Q: 3 clusters Score -211161.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -211165.531250 Penalty: 2674.591064
	Iteration 16Q: 3 clusters Score -211165.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -211167.359375 Penalty: 2674.591064
	Iteration 17Q: 3 clusters Score -211167.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -211167.921875 Penalty: 2674.591064
	Iteration 18Q: 3 clusters Score -211167.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -211169.437500 Penalty: 2674.591064
	Iteration 19Q: 3 clusters Score -211169.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -211169.843750 Penalty: 2674.591064
	Iteration 20F: 3 clusters Score -211169.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -211171.156250 Penalty: 2674.591064
	Iteration 21Q: 3 clusters Score -211171.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -211171.531250 Penalty: 2674.591064
	Iteration 22Q: 3 clusters Score -211171.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -211172.968750 Penalty: 2674.591064
	Iteration 23Q: 3 clusters Score -211173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -211173.031250 Penalty: 2674.591064
	Iteration 24Q: 3 clusters Score -211173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -211173.031250 Penalty: 2674.591064
	Iteration 25F: 3 clusters Score -211173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Entering Unmasked Estep 
Score: -1023346.812500 Penalty: 1572.761108
	Iteration 0F: 2 clusters Score -1023347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1012333.312500 Penalty: 3145.522217
	Iteration 0F: 3 clusters Score -1012333 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1016183.375000 Penalty: 3145.522217
	Iteration 1F: 3 clusters Score -1016183 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1016470.187500 Penalty: 3145.522217
	Iteration 2F: 3 clusters Score -1016470 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1016715.062500 Penalty: 3145.522217
	Iteration 3Q: 3 clusters Score -1016715 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1016978.875000 Penalty: 3145.522217
	Iteration 4Q: 3 clusters Score -1016979 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1017280.937500 Penalty: 3145.522217
	Iteration 5Q: 3 clusters Score -1017281 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1017615.937500 Penalty: 3145.522217
	Iteration 6Q: 3 clusters Score -1017616 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1018067.125000 Penalty: 3145.522217
	Iteration 7Q: 3 clusters Score -1018067 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1018633.750000 Penalty: 3145.522217
	Iteration 8F: 3 clusters Score -1018634 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1019323.125000 Penalty: 3145.522217
	Iteration 9F: 3 clusters Score -1019323 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1019997.375000 Penalty: 3145.522217
	Iteration 10F: 3 clusters Score -1019997 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1020552.750000 Penalty: 3145.522217
	Iteration 11Q: 3 clusters Score -1020553 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1020961.187500 Penalty: 3145.522217
	Iteration 12Q: 3 clusters Score -1020961 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1021206.000000 Penalty: 3145.522217
	Iteration 13Q: 3 clusters Score -1021206 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1021387.312500 Penalty: 3145.522217
	Iteration 14Q: 3 clusters Score -1021387 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1021492.500000 Penalty: 3145.522217
	Iteration 15Q: 3 clusters Score -1021492 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1021583.187500 Penalty: 3145.522217
	Iteration 16Q: 3 clusters Score -1021583 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1021653.500000 Penalty: 3145.522217
	Iteration 17Q: 3 clusters Score -1021654 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1021715.500000 Penalty: 3145.522217
	Iteration 18Q: 3 clusters Score -1021716 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1021767.437500 Penalty: 3145.522217
	Iteration 19Q: 3 clusters Score -1021767 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1021824.812500 Penalty: 3145.522217
	Iteration 20F: 3 clusters Score -1021825 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1021863.687500 Penalty: 3145.522217
	Iteration 21Q: 3 clusters Score -1021864 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1021885.562500 Penalty: 3145.522217
	Iteration 22Q: 3 clusters Score -1021886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1021903.125000 Penalty: 3145.522217
	Iteration 23Q: 3 clusters Score -1021903 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1021911.500000 Penalty: 3145.522217
	Iteration 24Q: 3 clusters Score -1021912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1021926.375000 Penalty: 3145.522217
	Iteration 25Q: 3 clusters Score -1021926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1021934.375000 Penalty: 3145.522217
	Iteration 26Q: 3 clusters Score -1021934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1021948.000000 Penalty: 3145.522217
	Iteration 27Q: 3 clusters Score -1021948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1021955.187500 Penalty: 3145.522217
	Iteration 28Q: 3 clusters Score -1021955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1021960.312500 Penalty: 3145.522217
	Iteration 29Q: 3 clusters Score -1021960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1021964.437500 Penalty: 3145.522217
	Iteration 30Q: 3 clusters Score -1021964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1021972.812500 Penalty: 3145.522217
	Iteration 31Q: 3 clusters Score -1021973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1021981.562500 Penalty: 3145.522217
	Iteration 32Q: 3 clusters Score -1021982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1021988.375000 Penalty: 3145.522217
	Iteration 33Q: 3 clusters Score -1021988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1021989.750000 Penalty: 3145.522217
	Iteration 34Q: 3 clusters Score -1021990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1021999.062500 Penalty: 3145.522217
	Iteration 35Q: 3 clusters Score -1021999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1022006.125000 Penalty: 3145.522217
	Iteration 36Q: 3 clusters Score -1022006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1022009.437500 Penalty: 3145.522217
	Iteration 37Q: 3 clusters Score -1022009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1022014.750000 Penalty: 3145.522217
	Iteration 38Q: 3 clusters Score -1022015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1022022.125000 Penalty: 3145.522217
	Iteration 39Q: 3 clusters Score -1022022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1022024.125000 Penalty: 3145.522217
	Iteration 40F: 3 clusters Score -1022024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1022027.687500 Penalty: 3145.522217
	Iteration 41Q: 3 clusters Score -1022028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1022028.312500 Penalty: 3145.522217
	Iteration 42Q: 3 clusters Score -1022028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1022030.750000 Penalty: 3145.522217
	Iteration 43Q: 3 clusters Score -1022031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1022030.750000 Penalty: 3145.522217
	Iteration 44Q: 3 clusters Score -1022031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1022031.875000 Penalty: 3145.522217
	Iteration 45Q: 3 clusters Score -1022032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1022031.750000 Penalty: 3145.522217
	Iteration 46Q: 3 clusters Score -1022032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1022031.750000 Penalty: 3145.522217
	Iteration 47F: 3 clusters Score -1022032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Entering Unmasked Estep 
Score: -954184.500000 Penalty: 1559.958374
	Iteration 0F: 2 clusters Score -954184.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -944016.875000 Penalty: 3119.916748
	Iteration 0F: 3 clusters Score -944016.9 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -947645.375000 Penalty: 3119.916748
	Iteration 1F: 3 clusters Score -947645.4 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -948079.750000 Penalty: 3119.916748
	Iteration 2F: 3 clusters Score -948079.8 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -948645.937500 Penalty: 3119.916748
	Iteration 3F: 3 clusters Score -948645.9 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -949335.500000 Penalty: 3119.916748
	Iteration 4F: 3 clusters Score -949335.5 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -950206.437500 Penalty: 3119.916748
	Iteration 5F: 3 clusters Score -950206.4 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -951207.687500 Penalty: 3119.916748
	Iteration 6F: 3 clusters Score -951207.7 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -952133.250000 Penalty: 3119.916748
	Iteration 7F: 3 clusters Score -952133.2 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -952768.812500 Penalty: 3119.916748
	Iteration 8F: 3 clusters Score -952768.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -953048.187500 Penalty: 3119.916748
	Iteration 9Q: 3 clusters Score -953048.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -953169.437500 Penalty: 3119.916748
	Iteration 10Q: 3 clusters Score -953169.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -953239.000000 Penalty: 3119.916748
	Iteration 11Q: 3 clusters Score -953239 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -953278.312500 Penalty: 3119.916748
	Iteration 12Q: 3 clusters Score -953278.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -953306.125000 Penalty: 3119.916748
	Iteration 13Q: 3 clusters Score -953306.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -953317.500000 Penalty: 3119.916748
	Iteration 14Q: 3 clusters Score -953317.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -953327.562500 Penalty: 3119.916748
	Iteration 15Q: 3 clusters Score -953327.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -953337.687500 Penalty: 3119.916748
	Iteration 16Q: 3 clusters Score -953337.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -953342.375000 Penalty: 3119.916748
	Iteration 17Q: 3 clusters Score -953342.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -953346.500000 Penalty: 3119.916748
	Iteration 18Q: 3 clusters Score -953346.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -953354.687500 Penalty: 3119.916748
	Iteration 19Q: 3 clusters Score -953354.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -953362.687500 Penalty: 3119.916748
	Iteration 20F: 3 clusters Score -953362.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -953362.812500 Penalty: 3119.916748
	Iteration 21Q: 3 clusters Score -953362.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -953365.750000 Penalty: 3119.916748
	Iteration 22Q: 3 clusters Score -953365.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -953365.250000 Penalty: 3119.916748
	Iteration 23Q: 3 clusters Score -953365.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -953367.812500 Penalty: 3119.916748
	Iteration 24Q: 3 clusters Score -953367.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -953369.250000 Penalty: 3119.916748
	Iteration 25Q: 3 clusters Score -953369.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -953373.437500 Penalty: 3119.916748
	Iteration 26Q: 3 clusters Score -953373.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -953376.687500 Penalty: 3119.916748
	Iteration 27Q: 3 clusters Score -953376.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -953381.562500 Penalty: 3119.916748
	Iteration 28Q: 3 clusters Score -953381.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -953387.312500 Penalty: 3119.916748
	Iteration 29Q: 3 clusters Score -953387.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -953395.000000 Penalty: 3119.916748
	Iteration 30Q: 3 clusters Score -953395 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -953398.375000 Penalty: 3119.916748
	Iteration 31Q: 3 clusters Score -953398.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -953404.125000 Penalty: 3119.916748
	Iteration 32Q: 3 clusters Score -953404.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -953408.375000 Penalty: 3119.916748
	Iteration 33Q: 3 clusters Score -953408.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -953414.375000 Penalty: 3119.916748
	Iteration 34Q: 3 clusters Score -953414.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -953420.250000 Penalty: 3119.916748
	Iteration 35Q: 3 clusters Score -953420.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -953424.312500 Penalty: 3119.916748
	Iteration 36Q: 3 clusters Score -953424.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -953430.250000 Penalty: 3119.916748
	Iteration 37Q: 3 clusters Score -953430.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -953433.000000 Penalty: 3119.916748
	Iteration 38Q: 3 clusters Score -953433 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -953434.937500 Penalty: 3119.916748
	Iteration 39Q: 3 clusters Score -953434.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -953438.625000 Penalty: 3119.916748
	Iteration 40F: 3 clusters Score -953438.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -953441.562500 Penalty: 3119.916748
	Iteration 41Q: 3 clusters Score -953441.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -953443.562500 Penalty: 3119.916748
	Iteration 42Q: 3 clusters Score -953443.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -953444.250000 Penalty: 3119.916748
	Iteration 43Q: 3 clusters Score -953444.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -953446.312500 Penalty: 3119.916748
	Iteration 44Q: 3 clusters Score -953446.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -953449.312500 Penalty: 3119.916748
	Iteration 45Q: 3 clusters Score -953449.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -953450.250000 Penalty: 3119.916748
	Iteration 46Q: 3 clusters Score -953450.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -953449.187500 Penalty: 3119.916748
	Iteration 47Q: 3 clusters Score -953449.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -953449.875000 Penalty: 3119.916748
	Iteration 48Q: 3 clusters Score -953449.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -953449.562500 Penalty: 3119.916748
	Iteration 49Q: 3 clusters Score -953449.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -953449.625000 Penalty: 3119.916748
	Iteration 50Q: 3 clusters Score -953449.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -953450.187500 Penalty: 3119.916748
	Iteration 51Q: 3 clusters Score -953450.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -953451.000000 Penalty: 3119.916748
	Iteration 52Q: 3 clusters Score -953451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -953451.625000 Penalty: 3119.916748
	Iteration 53Q: 3 clusters Score -953451.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -953451.750000 Penalty: 3119.916748
	Iteration 54Q: 3 clusters Score -953451.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -953452.500000 Penalty: 3119.916748
	Iteration 55Q: 3 clusters Score -953452.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -953453.812500 Penalty: 3119.916748
	Iteration 56Q: 3 clusters Score -953453.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -953454.687500 Penalty: 3119.916748
	Iteration 57Q: 3 clusters Score -953454.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -953455.750000 Penalty: 3119.916748
	Iteration 58Q: 3 clusters Score -953455.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -953456.437500 Penalty: 3119.916748
	Iteration 59Q: 3 clusters Score -953456.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -953457.125000 Penalty: 3119.916748
	Iteration 60F: 3 clusters Score -953457.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -953458.062500 Penalty: 3119.916748
	Iteration 61Q: 3 clusters Score -953458.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -953461.937500 Penalty: 3119.916748
	Iteration 62Q: 3 clusters Score -953461.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -953465.062500 Penalty: 3119.916748
	Iteration 63Q: 3 clusters Score -953465.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -953470.125000 Penalty: 3119.916748
	Iteration 64Q: 3 clusters Score -953470.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -953472.375000 Penalty: 3119.916748
	Iteration 65Q: 3 clusters Score -953472.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -953479.875000 Penalty: 3119.916748
	Iteration 66Q: 3 clusters Score -953479.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -953481.312500 Penalty: 3119.916748
	Iteration 67Q: 3 clusters Score -953481.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -953485.562500 Penalty: 3119.916748
	Iteration 68Q: 3 clusters Score -953485.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -953486.187500 Penalty: 3119.916748
	Iteration 69Q: 3 clusters Score -953486.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -953488.937500 Penalty: 3119.916748
	Iteration 70Q: 3 clusters Score -953488.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -953488.062500 Penalty: 3119.916748
	Iteration 71Q: 3 clusters Score -953488.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -953488.625000 Penalty: 3119.916748
	Iteration 72Q: 3 clusters Score -953488.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -953488.437500 Penalty: 3119.916748
	Iteration 73Q: 3 clusters Score -953488.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -953492.875000 Penalty: 3119.916748
	Iteration 74Q: 3 clusters Score -953492.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -953496.812500 Penalty: 3119.916748
	Iteration 75Q: 3 clusters Score -953496.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -953495.625000 Penalty: 3119.916748
	Iteration 76Q: 3 clusters Score -953495.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -953498.625000 Penalty: 3119.916748
	Iteration 77Q: 3 clusters Score -953498.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -953498.562500 Penalty: 3119.916748
	Iteration 78Q: 3 clusters Score -953498.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -953500.750000 Penalty: 3119.916748
	Iteration 79Q: 3 clusters Score -953500.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -953499.187500 Penalty: 3119.916748
	Iteration 80F: 3 clusters Score -953499.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -953502.875000 Penalty: 3119.916748
	Iteration 81Q: 3 clusters Score -953502.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -953503.625000 Penalty: 3119.916748
	Iteration 82Q: 3 clusters Score -953503.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -953504.125000 Penalty: 3119.916748
	Iteration 83Q: 3 clusters Score -953504.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -953505.000000 Penalty: 3119.916748
	Iteration 84Q: 3 clusters Score -953505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -953509.500000 Penalty: 3119.916748
	Iteration 85Q: 3 clusters Score -953509.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -953508.250000 Penalty: 3119.916748
	Iteration 86Q: 3 clusters Score -953508.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -953507.437500 Penalty: 3119.916748
	Iteration 87Q: 3 clusters Score -953507.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -953507.437500 Penalty: 3119.916748
	Iteration 88Q: 3 clusters Score -953507.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -953508.812500 Penalty: 3119.916748
	Iteration 89Q: 3 clusters Score -953508.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -953510.125000 Penalty: 3119.916748
	Iteration 90Q: 3 clusters Score -953510.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -953510.250000 Penalty: 3119.916748
	Iteration 91Q: 3 clusters Score -953510.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -953510.250000 Penalty: 3119.916748
	Iteration 92F: 3 clusters Score -953510.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Entering Unmasked Estep 
Score: -1182648.875000 Penalty: 1596.981323
	Iteration 0F: 2 clusters Score -1182649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1170007.125000 Penalty: 3193.962646
	Iteration 0F: 3 clusters Score -1170007 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1175617.000000 Penalty: 3193.962646
	Iteration 1F: 3 clusters Score -1175617 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1176851.000000 Penalty: 3193.962646
	Iteration 2F: 3 clusters Score -1176851 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1177977.500000 Penalty: 3193.962646
	Iteration 3F: 3 clusters Score -1177978 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1178984.375000 Penalty: 3193.962646
	Iteration 4F: 3 clusters Score -1178984 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1179787.750000 Penalty: 3193.962646
	Iteration 5F: 3 clusters Score -1179788 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1180332.750000 Penalty: 3193.962646
	Iteration 6F: 3 clusters Score -1180333 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1180707.875000 Penalty: 3193.962646
	Iteration 7Q: 3 clusters Score -1180708 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1181042.875000 Penalty: 3193.962646
	Iteration 8Q: 3 clusters Score -1181043 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1181336.125000 Penalty: 3193.962646
	Iteration 9Q: 3 clusters Score -1181336 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1181580.375000 Penalty: 3193.962646
	Iteration 10Q: 3 clusters Score -1181580 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1181811.000000 Penalty: 3193.962646
	Iteration 11Q: 3 clusters Score -1181811 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1182004.500000 Penalty: 3193.962646
	Iteration 12Q: 3 clusters Score -1182004 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1182168.500000 Penalty: 3193.962646
	Iteration 13Q: 3 clusters Score -1182168 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -1182286.750000 Penalty: 3193.962646
	Iteration 14Q: 3 clusters Score -1182287 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -1182368.875000 Penalty: 3193.962646
	Iteration 15Q: 3 clusters Score -1182369 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1182434.125000 Penalty: 3193.962646
	Iteration 16Q: 3 clusters Score -1182434 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -1182473.125000 Penalty: 3193.962646
	Iteration 17Q: 3 clusters Score -1182473 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -1182496.375000 Penalty: 3193.962646
	Iteration 18Q: 3 clusters Score -1182496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -1182514.375000 Penalty: 3193.962646
	Iteration 19Q: 3 clusters Score -1182514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -1182527.750000 Penalty: 3193.962646
	Iteration 20F: 3 clusters Score -1182528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -1182535.375000 Penalty: 3193.962646
	Iteration 21Q: 3 clusters Score -1182535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -1182549.250000 Penalty: 3193.962646
	Iteration 22Q: 3 clusters Score -1182549 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -1182565.000000 Penalty: 3193.962646
	Iteration 23Q: 3 clusters Score -1182565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -1182571.250000 Penalty: 3193.962646
	Iteration 24Q: 3 clusters Score -1182571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -1182580.000000 Penalty: 3193.962646
	Iteration 25Q: 3 clusters Score -1182580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -1182587.125000 Penalty: 3193.962646
	Iteration 26Q: 3 clusters Score -1182587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1182592.125000 Penalty: 3193.962646
	Iteration 27Q: 3 clusters Score -1182592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -1182597.625000 Penalty: 3193.962646
	Iteration 28Q: 3 clusters Score -1182598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1182603.750000 Penalty: 3193.962646
	Iteration 29Q: 3 clusters Score -1182604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -1182609.250000 Penalty: 3193.962646
	Iteration 30Q: 3 clusters Score -1182609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -1182608.250000 Penalty: 3193.962646
	Iteration 31Q: 3 clusters Score -1182608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -1182608.625000 Penalty: 3193.962646
	Iteration 32Q: 3 clusters Score -1182609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -1182609.625000 Penalty: 3193.962646
	Iteration 33Q: 3 clusters Score -1182610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -1182610.500000 Penalty: 3193.962646
	Iteration 34Q: 3 clusters Score -1182610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -1182613.875000 Penalty: 3193.962646
	Iteration 35Q: 3 clusters Score -1182614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -1182616.750000 Penalty: 3193.962646
	Iteration 36Q: 3 clusters Score -1182617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -1182620.125000 Penalty: 3193.962646
	Iteration 37Q: 3 clusters Score -1182620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -1182623.625000 Penalty: 3193.962646
	Iteration 38Q: 3 clusters Score -1182624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -1182624.625000 Penalty: 3193.962646
	Iteration 39Q: 3 clusters Score -1182625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -1182625.000000 Penalty: 3193.962646
	Iteration 40F: 3 clusters Score -1182625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -1182625.875000 Penalty: 3193.962646
	Iteration 41Q: 3 clusters Score -1182626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -1182625.875000 Penalty: 3193.962646
	Iteration 42F: 3 clusters Score -1182626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Entering Unmasked Estep 
Score: -951464.187500 Penalty: 1558.587524
	Iteration 0F: 2 clusters Score -951464.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -941339.375000 Penalty: 3117.175049
	Iteration 0F: 3 clusters Score -941339.4 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -944903.500000 Penalty: 3117.175049
	Iteration 1F: 3 clusters Score -944903.5 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -945349.062500 Penalty: 3117.175049
	Iteration 2F: 3 clusters Score -945349.1 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -945902.125000 Penalty: 3117.175049
	Iteration 3F: 3 clusters Score -945902.1 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -946639.375000 Penalty: 3117.175049
	Iteration 4F: 3 clusters Score -946639.4 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -947492.375000 Penalty: 3117.175049
	Iteration 5F: 3 clusters Score -947492.4 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -948348.125000 Penalty: 3117.175049
	Iteration 6F: 3 clusters Score -948348.1 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -949043.000000 Penalty: 3117.175049
	Iteration 7F: 3 clusters Score -949043 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -949457.937500 Penalty: 3117.175049
	Iteration 8Q: 3 clusters Score -949457.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -949726.750000 Penalty: 3117.175049
	Iteration 9Q: 3 clusters Score -949726.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -949884.500000 Penalty: 3117.175049
	Iteration 10Q: 3 clusters Score -949884.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -949980.750000 Penalty: 3117.175049
	Iteration 11Q: 3 clusters Score -949980.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -950037.375000 Penalty: 3117.175049
	Iteration 12Q: 3 clusters Score -950037.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -950067.812500 Penalty: 3117.175049
	Iteration 13Q: 3 clusters Score -950067.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -950090.187500 Penalty: 3117.175049
	Iteration 14Q: 3 clusters Score -950090.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -950105.125000 Penalty: 3117.175049
	Iteration 15Q: 3 clusters Score -950105.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -950108.687500 Penalty: 3117.175049
	Iteration 16Q: 3 clusters Score -950108.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -950116.500000 Penalty: 3117.175049
	Iteration 17Q: 3 clusters Score -950116.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -950123.500000 Penalty: 3117.175049
	Iteration 18Q: 3 clusters Score -950123.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -950132.437500 Penalty: 3117.175049
	Iteration 19Q: 3 clusters Score -950132.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -950143.500000 Penalty: 3117.175049
	Iteration 20F: 3 clusters Score -950143.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -950153.375000 Penalty: 3117.175049
	Iteration 21Q: 3 clusters Score -950153.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -950158.000000 Penalty: 3117.175049
	Iteration 22Q: 3 clusters Score -950158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -950162.062500 Penalty: 3117.175049
	Iteration 23Q: 3 clusters Score -950162.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -950164.500000 Penalty: 3117.175049
	Iteration 24Q: 3 clusters Score -950164.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -950169.187500 Penalty: 3117.175049
	Iteration 25Q: 3 clusters Score -950169.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -950174.125000 Penalty: 3117.175049
	Iteration 26Q: 3 clusters Score -950174.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -950178.562500 Penalty: 3117.175049
	Iteration 27Q: 3 clusters Score -950178.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -950181.125000 Penalty: 3117.175049
	Iteration 28Q: 3 clusters Score -950181.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -950184.437500 Penalty: 3117.175049
	Iteration 29Q: 3 clusters Score -950184.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -950186.562500 Penalty: 3117.175049
	Iteration 30Q: 3 clusters Score -950186.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -950189.375000 Penalty: 3117.175049
	Iteration 31Q: 3 clusters Score -950189.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -950190.500000 Penalty: 3117.175049
	Iteration 32Q: 3 clusters Score -950190.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -950190.875000 Penalty: 3117.175049
	Iteration 33Q: 3 clusters Score -950190.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -950192.000000 Penalty: 3117.175049
	Iteration 34Q: 3 clusters Score -950192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -950193.750000 Penalty: 3117.175049
	Iteration 35Q: 3 clusters Score -950193.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -950194.812500 Penalty: 3117.175049
	Iteration 36Q: 3 clusters Score -950194.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -950198.312500 Penalty: 3117.175049
	Iteration 37Q: 3 clusters Score -950198.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -950199.937500 Penalty: 3117.175049
	Iteration 38Q: 3 clusters Score -950199.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -950201.312500 Penalty: 3117.175049
	Iteration 39Q: 3 clusters Score -950201.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -950199.500000 Penalty: 3117.175049
	Iteration 40F: 3 clusters Score -950199.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -950201.437500 Penalty: 3117.175049
	Iteration 41Q: 3 clusters Score -950201.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -950202.687500 Penalty: 3117.175049
	Iteration 42Q: 3 clusters Score -950202.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -950202.812500 Penalty: 3117.175049
	Iteration 43Q: 3 clusters Score -950202.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -950204.250000 Penalty: 3117.175049
	Iteration 44Q: 3 clusters Score -950204.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -950202.875000 Penalty: 3117.175049
	Iteration 45Q: 3 clusters Score -950202.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -950204.375000 Penalty: 3117.175049
	Iteration 46Q: 3 clusters Score -950204.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -950205.687500 Penalty: 3117.175049
	Iteration 47Q: 3 clusters Score -950205.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -950205.687500 Penalty: 3117.175049
	Iteration 48F: 3 clusters Score -950205.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48725 members 
Mstep: Class 4 contains 21430 members 
Mstep: Class 6 contains 26708 members 
Mstep: Class 7 contains 131277 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357730 members 
Mstep: Class 13 contains 18829 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15971 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798460.000000 Penalty: 30561.902344
Iteration 159Q: 15 clusters Score -4.179846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48723 members 
Mstep: Class 4 contains 21429 members 
Mstep: Class 6 contains 26708 members 
Mstep: Class 7 contains 131275 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357735 members 
Mstep: Class 13 contains 18829 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15971 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798472.000000 Penalty: 30561.902344
Iteration 160F: 15 clusters Score -4.179847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48720 members 
Mstep: Class 4 contains 21430 members 
Mstep: Class 6 contains 26706 members 
Mstep: Class 7 contains 131274 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357740 members 
Mstep: Class 13 contains 18829 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15971 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798468.000000 Penalty: 30561.902344
Iteration 161Q: 15 clusters Score -4.179847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48719 members 
Mstep: Class 4 contains 21428 members 
Mstep: Class 6 contains 26704 members 
Mstep: Class 7 contains 131272 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357749 members 
Mstep: Class 13 contains 18828 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15970 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798472.000000 Penalty: 30561.902344
Iteration 162Q: 15 clusters Score -4.179847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48718 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26703 members 
Mstep: Class 7 contains 131271 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357754 members 
Mstep: Class 13 contains 18827 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15970 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798480.000000 Penalty: 30561.902344
Iteration 163Q: 15 clusters Score -4.179848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48718 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26703 members 
Mstep: Class 7 contains 131271 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357757 members 
Mstep: Class 13 contains 18825 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15970 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18537 members 
Mstep: Class 21 contains 14637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798480.000000 Penalty: 30561.902344
Iteration 164Q: 15 clusters Score -4.179848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48718 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26703 members 
Mstep: Class 7 contains 131269 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357760 members 
Mstep: Class 13 contains 18824 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15970 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18537 members 
Mstep: Class 21 contains 14637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798476.000000 Penalty: 30561.902344
Iteration 165Q: 15 clusters Score -4.179848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48718 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26703 members 
Mstep: Class 7 contains 131266 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357764 members 
Mstep: Class 13 contains 18824 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15970 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18537 members 
Mstep: Class 21 contains 14636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798468.000000 Penalty: 30561.902344
Iteration 166Q: 15 clusters Score -4.179847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48718 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26703 members 
Mstep: Class 7 contains 131263 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357768 members 
Mstep: Class 13 contains 18824 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15970 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18537 members 
Mstep: Class 21 contains 14635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798464.000000 Penalty: 30561.902344
Iteration 167Q: 15 clusters Score -4.179846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48718 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26703 members 
Mstep: Class 7 contains 131263 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357769 members 
Mstep: Class 13 contains 18824 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15970 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18537 members 
Mstep: Class 21 contains 14634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798464.000000 Penalty: 30561.902344
Iteration 168Q: 15 clusters Score -4.179846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48718 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26703 members 
Mstep: Class 7 contains 131263 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357770 members 
Mstep: Class 13 contains 18824 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15970 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18537 members 
Mstep: Class 21 contains 14633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798480.000000 Penalty: 30561.902344
Iteration 169Q: 15 clusters Score -4.179848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48718 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26703 members 
Mstep: Class 7 contains 131263 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357772 members 
Mstep: Class 13 contains 18824 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15970 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18537 members 
Mstep: Class 21 contains 14631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798484.000000 Penalty: 30561.902344
Iteration 170Q: 15 clusters Score -4.179848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48718 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26703 members 
Mstep: Class 7 contains 131263 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357775 members 
Mstep: Class 13 contains 18824 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15970 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18537 members 
Mstep: Class 21 contains 14628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798504.000000 Penalty: 30561.902344
Iteration 171Q: 15 clusters Score -4.17985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48718 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26702 members 
Mstep: Class 7 contains 131263 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357778 members 
Mstep: Class 13 contains 18824 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15970 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18537 members 
Mstep: Class 21 contains 14626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798468.000000 Penalty: 30561.902344
Iteration 172Q: 15 clusters Score -4.179847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48718 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26700 members 
Mstep: Class 7 contains 131263 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357783 members 
Mstep: Class 13 contains 18824 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15970 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18536 members 
Mstep: Class 21 contains 14624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798472.000000 Penalty: 30561.902344
Iteration 173Q: 15 clusters Score -4.179847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48718 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26696 members 
Mstep: Class 7 contains 131263 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357788 members 
Mstep: Class 13 contains 18824 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15970 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18536 members 
Mstep: Class 21 contains 14623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798488.000000 Penalty: 30561.902344
Iteration 174Q: 15 clusters Score -4.179849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48718 members 
Mstep: Class 4 contains 21426 members 
Mstep: Class 6 contains 26692 members 
Mstep: Class 7 contains 131262 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357795 members 
Mstep: Class 13 contains 18824 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15970 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18537 members 
Mstep: Class 21 contains 14621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798476.000000 Penalty: 30561.902344
Iteration 175Q: 15 clusters Score -4.179848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48718 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26684 members 
Mstep: Class 7 contains 131260 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357807 members 
Mstep: Class 13 contains 18824 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15970 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18537 members 
Mstep: Class 21 contains 14618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798472.000000 Penalty: 30561.902344
Iteration 176Q: 15 clusters Score -4.179847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48718 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26671 members 
Mstep: Class 7 contains 131260 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357822 members 
Mstep: Class 13 contains 18824 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15970 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 18537 members 
Mstep: Class 21 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798476.000000 Penalty: 30561.902344
Iteration 177Q: 15 clusters Score -4.179848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48717 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26662 members 
Mstep: Class 7 contains 131259 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 357833 members 
Mstep: Class 13 contains 18824 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15970 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798456.000000 Penalty: 30561.902344
Iteration 178Q: 15 clusters Score -4.179846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48716 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26656 members 
Mstep: Class 7 contains 131256 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8126 members 
Mstep: Class 12 contains 357842 members 
Mstep: Class 13 contains 18825 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15970 members 
Mstep: Class 19 contains 14759 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798448.000000 Penalty: 30561.902344
Iteration 179Q: 15 clusters Score -4.179845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48716 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26652 members 
Mstep: Class 7 contains 131249 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8127 members 
Mstep: Class 12 contains 357853 members 
Mstep: Class 13 contains 18825 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15970 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798456.000000 Penalty: 30561.902344
Iteration 180F: 15 clusters Score -4.179846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48716 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26648 members 
Mstep: Class 7 contains 131244 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8127 members 
Mstep: Class 12 contains 357864 members 
Mstep: Class 13 contains 18825 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15969 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798460.000000 Penalty: 30561.902344
Iteration 181Q: 15 clusters Score -4.179846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48717 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26647 members 
Mstep: Class 7 contains 131239 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8127 members 
Mstep: Class 12 contains 357870 members 
Mstep: Class 13 contains 18825 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15968 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798464.000000 Penalty: 30561.902344
Iteration 182Q: 15 clusters Score -4.179846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48717 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26646 members 
Mstep: Class 7 contains 131237 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8127 members 
Mstep: Class 12 contains 357872 members 
Mstep: Class 13 contains 18825 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15969 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798464.000000 Penalty: 30561.902344
Iteration 183Q: 15 clusters Score -4.179846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48714 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26645 members 
Mstep: Class 7 contains 131235 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8127 members 
Mstep: Class 12 contains 357878 members 
Mstep: Class 13 contains 18825 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15969 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798460.000000 Penalty: 30561.902344
Iteration 184Q: 15 clusters Score -4.179846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48713 members 
Mstep: Class 4 contains 21427 members 
Mstep: Class 6 contains 26645 members 
Mstep: Class 7 contains 131233 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8127 members 
Mstep: Class 12 contains 357881 members 
Mstep: Class 13 contains 18825 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15969 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798464.000000 Penalty: 30561.902344
Iteration 185Q: 15 clusters Score -4.179846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48713 members 
Mstep: Class 4 contains 21426 members 
Mstep: Class 6 contains 26645 members 
Mstep: Class 7 contains 131232 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8127 members 
Mstep: Class 12 contains 357883 members 
Mstep: Class 13 contains 18825 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15969 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798476.000000 Penalty: 30561.902344
Iteration 186Q: 15 clusters Score -4.179848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48713 members 
Mstep: Class 4 contains 21425 members 
Mstep: Class 6 contains 26644 members 
Mstep: Class 7 contains 131232 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8127 members 
Mstep: Class 12 contains 357885 members 
Mstep: Class 13 contains 18825 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15969 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798480.000000 Penalty: 30561.902344
Iteration 187Q: 15 clusters Score -4.179848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48712 members 
Mstep: Class 4 contains 21423 members 
Mstep: Class 6 contains 26644 members 
Mstep: Class 7 contains 131232 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8127 members 
Mstep: Class 12 contains 357888 members 
Mstep: Class 13 contains 18825 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15969 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798492.000000 Penalty: 30561.902344
Iteration 188Q: 15 clusters Score -4.179849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48712 members 
Mstep: Class 4 contains 21422 members 
Mstep: Class 6 contains 26644 members 
Mstep: Class 7 contains 131232 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8127 members 
Mstep: Class 12 contains 357889 members 
Mstep: Class 13 contains 18825 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15969 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798496.000000 Penalty: 30561.902344
Iteration 189Q: 15 clusters Score -4.17985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48712 members 
Mstep: Class 4 contains 21421 members 
Mstep: Class 6 contains 26644 members 
Mstep: Class 7 contains 131232 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8127 members 
Mstep: Class 12 contains 357890 members 
Mstep: Class 13 contains 18825 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15969 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798500.000000 Penalty: 30561.902344
Iteration 190Q: 15 clusters Score -4.17985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48712 members 
Mstep: Class 4 contains 21421 members 
Mstep: Class 6 contains 26644 members 
Mstep: Class 7 contains 131232 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 11 contains 8127 members 
Mstep: Class 12 contains 357890 members 
Mstep: Class 13 contains 18825 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 15969 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798500.000000 Penalty: 30561.902344
Iteration 191F: 15 clusters Score -4.17985e+07 nChanged 0
Entering ConstructFrom: 
Score: -41798500.000000 Penalty: 30561.902344
Entering ConstructFrom: 
Trying to split cluster 1 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -90985.070312 Penalty: 1181.199463
	Iteration 0F: 2 clusters Score -90985.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -89214.101562 Penalty: 2362.398926
	Iteration 0F: 3 clusters Score -89214.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -89541.921875 Penalty: 2362.398926
	Iteration 1F: 3 clusters Score -89541.92 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -89617.617188 Penalty: 2362.398926
	Iteration 2F: 3 clusters Score -89617.62 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -89661.515625 Penalty: 2362.398926
	Iteration 3Q: 3 clusters Score -89661.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -89688.703125 Penalty: 2362.398926
	Iteration 4Q: 3 clusters Score -89688.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -89700.289062 Penalty: 2362.398926
	Iteration 5Q: 3 clusters Score -89700.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -89710.007812 Penalty: 2362.398926
	Iteration 6Q: 3 clusters Score -89710.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -89716.531250 Penalty: 2362.398926
	Iteration 7Q: 3 clusters Score -89716.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -89720.304688 Penalty: 2362.398926
	Iteration 8Q: 3 clusters Score -89720.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -89723.320312 Penalty: 2362.398926
	Iteration 9Q: 3 clusters Score -89723.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -89727.468750 Penalty: 2362.398926
	Iteration 10Q: 3 clusters Score -89727.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -89732.289062 Penalty: 2362.398926
	Iteration 11Q: 3 clusters Score -89732.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -89738.992188 Penalty: 2362.398926
	Iteration 12Q: 3 clusters Score -89738.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -89741.703125 Penalty: 2362.398926
	Iteration 13Q: 3 clusters Score -89741.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -89744.390625 Penalty: 2362.398926
	Iteration 14Q: 3 clusters Score -89744.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -89746.132812 Penalty: 2362.398926
	Iteration 15Q: 3 clusters Score -89746.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -89746.781250 Penalty: 2362.398926
	Iteration 16Q: 3 clusters Score -89746.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -89746.781250 Penalty: 2362.398926
	Iteration 17F: 3 clusters Score -89746.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Entering Unmasked Estep 
Score: -3133425.000000 Penalty: 1753.973145
	Iteration 0F: 2 clusters Score -3133425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3100897.000000 Penalty: 3507.946289
	Iteration 0F: 3 clusters Score -3100897 nChanged 22832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -3113642.250000 Penalty: 3507.946289
	Iteration 1F: 3 clusters Score -3113642 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -3114152.500000 Penalty: 3507.946289
	Iteration 2Q: 3 clusters Score -3114152 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -3114828.500000 Penalty: 3507.946289
	Iteration 3Q: 3 clusters Score -3114828 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -3115940.750000 Penalty: 3507.946289
	Iteration 4Q: 3 clusters Score -3115941 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3117776.250000 Penalty: 3507.946289
	Iteration 5F: 3 clusters Score -3117776 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -3120748.250000 Penalty: 3507.946289
	Iteration 6F: 3 clusters Score -3120748 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -3124656.000000 Penalty: 3507.946289
	Iteration 7F: 3 clusters Score -3124656 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3128216.500000 Penalty: 3507.946289
	Iteration 8F: 3 clusters Score -3128216 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3130431.500000 Penalty: 3507.946289
	Iteration 9Q: 3 clusters Score -3130432 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3131316.750000 Penalty: 3507.946289
	Iteration 10Q: 3 clusters Score -3131317 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3131640.750000 Penalty: 3507.946289
	Iteration 11Q: 3 clusters Score -3131641 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3131770.000000 Penalty: 3507.946289
	Iteration 12Q: 3 clusters Score -3131770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3131820.000000 Penalty: 3507.946289
	Iteration 13Q: 3 clusters Score -3131820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3131865.750000 Penalty: 3507.946289
	Iteration 14Q: 3 clusters Score -3131866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3131897.500000 Penalty: 3507.946289
	Iteration 15Q: 3 clusters Score -3131898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3131906.250000 Penalty: 3507.946289
	Iteration 16Q: 3 clusters Score -3131906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3131911.500000 Penalty: 3507.946289
	Iteration 17Q: 3 clusters Score -3131912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3131920.500000 Penalty: 3507.946289
	Iteration 18Q: 3 clusters Score -3131920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3131928.250000 Penalty: 3507.946289
	Iteration 19Q: 3 clusters Score -3131928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3131935.750000 Penalty: 3507.946289
	Iteration 20F: 3 clusters Score -3131936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3131940.500000 Penalty: 3507.946289
	Iteration 21Q: 3 clusters Score -3131940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3131944.750000 Penalty: 3507.946289
	Iteration 22Q: 3 clusters Score -3131945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3131957.750000 Penalty: 3507.946289
	Iteration 23Q: 3 clusters Score -3131958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3131965.000000 Penalty: 3507.946289
	Iteration 24Q: 3 clusters Score -3131965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3131966.750000 Penalty: 3507.946289
	Iteration 25Q: 3 clusters Score -3131967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3131974.750000 Penalty: 3507.946289
	Iteration 26Q: 3 clusters Score -3131975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3131974.000000 Penalty: 3507.946289
	Iteration 27Q: 3 clusters Score -3131974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3131974.000000 Penalty: 3507.946289
	Iteration 28F: 3 clusters Score -3131974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Entering Unmasked Estep 
Score: -1355521.375000 Penalty: 1620.470581
	Iteration 0F: 2 clusters Score -1355521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1340914.000000 Penalty: 3240.941162
	Iteration 0F: 3 clusters Score -1340914 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1346527.875000 Penalty: 3240.941162
	Iteration 1F: 3 clusters Score -1346528 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1347352.000000 Penalty: 3240.941162
	Iteration 2F: 3 clusters Score -1347352 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1348332.750000 Penalty: 3240.941162
	Iteration 3F: 3 clusters Score -1348333 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1349472.000000 Penalty: 3240.941162
	Iteration 4F: 3 clusters Score -1349472 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1350721.625000 Penalty: 3240.941162
	Iteration 5F: 3 clusters Score -1350722 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1351938.000000 Penalty: 3240.941162
	Iteration 6F: 3 clusters Score -1351938 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -1353147.875000 Penalty: 3240.941162
	Iteration 7F: 3 clusters Score -1353148 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -1354037.750000 Penalty: 3240.941162
	Iteration 8Q: 3 clusters Score -1354038 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -1354615.250000 Penalty: 3240.941162
	Iteration 9Q: 3 clusters Score -1354615 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -1354929.250000 Penalty: 3240.941162
	Iteration 10Q: 3 clusters Score -1354929 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -1355085.875000 Penalty: 3240.941162
	Iteration 11Q: 3 clusters Score -1355086 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -1355164.375000 Penalty: 3240.941162
	Iteration 12Q: 3 clusters Score -1355164 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -1355217.125000 Penalty: 3240.941162
	Iteration 13Q: 3 clusters Score -1355217 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -1355251.250000 Penalty: 3240.941162
	Iteration 14Q: 3 clusters Score -1355251 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -1355266.250000 Penalty: 3240.941162
	Iteration 15Q: 3 clusters Score -1355266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -1355274.625000 Penalty: 3240.941162
	Iteration 16Q: 3 clusters Score -1355275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -1355280.875000 Penalty: 3240.941162
	Iteration 17Q: 3 clusters Score -1355281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -1355287.000000 Penalty: 3240.941162
	Iteration 18Q: 3 clusters Score -1355287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -1355291.500000 Penalty: 3240.941162
	Iteration 19Q: 3 clusters Score -1355292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -1355290.250000 Penalty: 3240.941162
	Iteration 20F: 3 clusters Score -1355290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -1355290.500000 Penalty: 3240.941162
	Iteration 21Q: 3 clusters Score -1355290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -1355289.875000 Penalty: 3240.941162
	Iteration 22Q: 3 clusters Score -1355290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -1355289.375000 Penalty: 3240.941162
	Iteration 23Q: 3 clusters Score -1355289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -1355289.500000 Penalty: 3240.941162
	Iteration 24Q: 3 clusters Score -1355290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -1355290.000000 Penalty: 3240.941162
	Iteration 25Q: 3 clusters Score -1355290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -1355290.625000 Penalty: 3240.941162
	Iteration 26Q: 3 clusters Score -1355291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -1355292.875000 Penalty: 3240.941162
	Iteration 27Q: 3 clusters Score -1355293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -1355291.125000 Penalty: 3240.941162
	Iteration 28Q: 3 clusters Score -1355291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -1355291.125000 Penalty: 3240.941162
	Iteration 29F: 3 clusters Score -1355291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Entering Unmasked Estep 
Score: -1701493.750000 Penalty: 1655.926880
	Iteration 0F: 2 clusters Score -1701494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1683680.125000 Penalty: 3311.853760
	Iteration 0F: 3 clusters Score -1683680 nChanged 12113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1690286.625000 Penalty: 3311.853760
	Iteration 1F: 3 clusters Score -1690287 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1690551.125000 Penalty: 3311.853760
	Iteration 2Q: 3 clusters Score -1690551 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1690773.000000 Penalty: 3311.853760
	Iteration 3Q: 3 clusters Score -1690773 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1690971.625000 Penalty: 3311.853760
	Iteration 4Q: 3 clusters Score -1690972 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1691185.375000 Penalty: 3311.853760
	Iteration 5Q: 3 clusters Score -1691185 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1691402.125000 Penalty: 3311.853760
	Iteration 6Q: 3 clusters Score -1691402 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1691634.375000 Penalty: 3311.853760
	Iteration 7Q: 3 clusters Score -1691634 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1691871.875000 Penalty: 3311.853760
	Iteration 8Q: 3 clusters Score -1691872 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1692113.375000 Penalty: 3311.853760
	Iteration 9Q: 3 clusters Score -1692113 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1692428.125000 Penalty: 3311.853760
	Iteration 10Q: 3 clusters Score -1692428 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1692833.875000 Penalty: 3311.853760
	Iteration 11Q: 3 clusters Score -1692834 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1693320.000000 Penalty: 3311.853760
	Iteration 12Q: 3 clusters Score -1693320 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1693928.250000 Penalty: 3311.853760
	Iteration 13Q: 3 clusters Score -1693928 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1694632.375000 Penalty: 3311.853760
	Iteration 14Q: 3 clusters Score -1694632 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1695281.875000 Penalty: 3311.853760
	Iteration 15Q: 3 clusters Score -1695282 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1695693.875000 Penalty: 3311.853760
	Iteration 16Q: 3 clusters Score -1695694 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1695907.875000 Penalty: 3311.853760
	Iteration 17Q: 3 clusters Score -1695908 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1696030.625000 Penalty: 3311.853760
	Iteration 18Q: 3 clusters Score -1696031 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1696095.500000 Penalty: 3311.853760
	Iteration 19Q: 3 clusters Score -1696096 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1696152.250000 Penalty: 3311.853760
	Iteration 20F: 3 clusters Score -1696152 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1696208.250000 Penalty: 3311.853760
	Iteration 21Q: 3 clusters Score -1696208 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1696269.500000 Penalty: 3311.853760
	Iteration 22Q: 3 clusters Score -1696270 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1696338.875000 Penalty: 3311.853760
	Iteration 23Q: 3 clusters Score -1696339 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1696397.625000 Penalty: 3311.853760
	Iteration 24Q: 3 clusters Score -1696398 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1696469.750000 Penalty: 3311.853760
	Iteration 25Q: 3 clusters Score -1696470 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1696523.500000 Penalty: 3311.853760
	Iteration 26Q: 3 clusters Score -1696524 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1696598.250000 Penalty: 3311.853760
	Iteration 27Q: 3 clusters Score -1696598 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1696656.750000 Penalty: 3311.853760
	Iteration 28Q: 3 clusters Score -1696657 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1696696.000000 Penalty: 3311.853760
	Iteration 29Q: 3 clusters Score -1696696 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1696712.125000 Penalty: 3311.853760
	Iteration 30Q: 3 clusters Score -1696712 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1696748.125000 Penalty: 3311.853760
	Iteration 31Q: 3 clusters Score -1696748 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1696771.750000 Penalty: 3311.853760
	Iteration 32Q: 3 clusters Score -1696772 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1696803.625000 Penalty: 3311.853760
	Iteration 33Q: 3 clusters Score -1696804 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1696844.000000 Penalty: 3311.853760
	Iteration 34Q: 3 clusters Score -1696844 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1696884.250000 Penalty: 3311.853760
	Iteration 35Q: 3 clusters Score -1696884 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1696932.375000 Penalty: 3311.853760
	Iteration 36Q: 3 clusters Score -1696932 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1696969.625000 Penalty: 3311.853760
	Iteration 37Q: 3 clusters Score -1696970 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1697004.750000 Penalty: 3311.853760
	Iteration 38Q: 3 clusters Score -1697005 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1697038.500000 Penalty: 3311.853760
	Iteration 39Q: 3 clusters Score -1697038 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1697088.125000 Penalty: 3311.853760
	Iteration 40F: 3 clusters Score -1697088 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1697135.750000 Penalty: 3311.853760
	Iteration 41Q: 3 clusters Score -1697136 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1697170.750000 Penalty: 3311.853760
	Iteration 42Q: 3 clusters Score -1697171 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1697240.875000 Penalty: 3311.853760
	Iteration 43Q: 3 clusters Score -1697241 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1697305.500000 Penalty: 3311.853760
	Iteration 44Q: 3 clusters Score -1697306 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1697362.875000 Penalty: 3311.853760
	Iteration 45Q: 3 clusters Score -1697363 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1697415.250000 Penalty: 3311.853760
	Iteration 46Q: 3 clusters Score -1697415 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1697461.375000 Penalty: 3311.853760
	Iteration 47Q: 3 clusters Score -1697461 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1697515.500000 Penalty: 3311.853760
	Iteration 48Q: 3 clusters Score -1697516 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -1697566.125000 Penalty: 3311.853760
	Iteration 49Q: 3 clusters Score -1697566 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -1697616.250000 Penalty: 3311.853760
	Iteration 50Q: 3 clusters Score -1697616 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -1697698.000000 Penalty: 3311.853760
	Iteration 51Q: 3 clusters Score -1697698 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -1697760.625000 Penalty: 3311.853760
	Iteration 52Q: 3 clusters Score -1697761 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -1697825.750000 Penalty: 3311.853760
	Iteration 53Q: 3 clusters Score -1697826 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -1697881.250000 Penalty: 3311.853760
	Iteration 54Q: 3 clusters Score -1697881 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -1697935.000000 Penalty: 3311.853760
	Iteration 55Q: 3 clusters Score -1697935 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -1697994.500000 Penalty: 3311.853760
	Iteration 56Q: 3 clusters Score -1697994 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -1698063.875000 Penalty: 3311.853760
	Iteration 57Q: 3 clusters Score -1698064 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -1698130.625000 Penalty: 3311.853760
	Iteration 58Q: 3 clusters Score -1698131 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -1698226.875000 Penalty: 3311.853760
	Iteration 59Q: 3 clusters Score -1698227 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -1698323.000000 Penalty: 3311.853760
	Iteration 60F: 3 clusters Score -1698323 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -1698419.625000 Penalty: 3311.853760
	Iteration 61Q: 3 clusters Score -1698420 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -1698556.750000 Penalty: 3311.853760
	Iteration 62Q: 3 clusters Score -1698557 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -1698712.625000 Penalty: 3311.853760
	Iteration 63Q: 3 clusters Score -1698713 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -1698876.625000 Penalty: 3311.853760
	Iteration 64Q: 3 clusters Score -1698877 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -1699033.125000 Penalty: 3311.853760
	Iteration 65Q: 3 clusters Score -1699033 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -1699189.000000 Penalty: 3311.853760
	Iteration 66Q: 3 clusters Score -1699189 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -1699314.500000 Penalty: 3311.853760
	Iteration 67Q: 3 clusters Score -1699314 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -1699422.250000 Penalty: 3311.853760
	Iteration 68Q: 3 clusters Score -1699422 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -1699514.250000 Penalty: 3311.853760
	Iteration 69Q: 3 clusters Score -1699514 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -1699602.250000 Penalty: 3311.853760
	Iteration 70Q: 3 clusters Score -1699602 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -1699678.250000 Penalty: 3311.853760
	Iteration 71Q: 3 clusters Score -1699678 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -1699740.750000 Penalty: 3311.853760
	Iteration 72Q: 3 clusters Score -1699741 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -1699799.625000 Penalty: 3311.853760
	Iteration 73Q: 3 clusters Score -1699800 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -1699844.000000 Penalty: 3311.853760
	Iteration 74Q: 3 clusters Score -1699844 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -1699885.250000 Penalty: 3311.853760
	Iteration 75Q: 3 clusters Score -1699885 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -1699928.375000 Penalty: 3311.853760
	Iteration 76Q: 3 clusters Score -1699928 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -1699972.625000 Penalty: 3311.853760
	Iteration 77Q: 3 clusters Score -1699973 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -1700000.000000 Penalty: 3311.853760
	Iteration 78Q: 3 clusters Score -1700000 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -1700019.625000 Penalty: 3311.853760
	Iteration 79Q: 3 clusters Score -1700020 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -1700037.375000 Penalty: 3311.853760
	Iteration 80F: 3 clusters Score -1700037 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -1700052.500000 Penalty: 3311.853760
	Iteration 81Q: 3 clusters Score -1700052 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -1700068.750000 Penalty: 3311.853760
	Iteration 82Q: 3 clusters Score -1700069 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -1700076.375000 Penalty: 3311.853760
	Iteration 83Q: 3 clusters Score -1700076 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -1700094.500000 Penalty: 3311.853760
	Iteration 84Q: 3 clusters Score -1700094 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -1700110.625000 Penalty: 3311.853760
	Iteration 85Q: 3 clusters Score -1700111 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -1700140.000000 Penalty: 3311.853760
	Iteration 86Q: 3 clusters Score -1700140 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -1700159.125000 Penalty: 3311.853760
	Iteration 87Q: 3 clusters Score -1700159 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -1700165.625000 Penalty: 3311.853760
	Iteration 88Q: 3 clusters Score -1700166 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -1700178.125000 Penalty: 3311.853760
	Iteration 89Q: 3 clusters Score -1700178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -1700183.625000 Penalty: 3311.853760
	Iteration 90Q: 3 clusters Score -1700184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -1700193.750000 Penalty: 3311.853760
	Iteration 91Q: 3 clusters Score -1700194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -1700197.250000 Penalty: 3311.853760
	Iteration 92Q: 3 clusters Score -1700197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -1700205.375000 Penalty: 3311.853760
	Iteration 93Q: 3 clusters Score -1700205 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -1700211.250000 Penalty: 3311.853760
	Iteration 94Q: 3 clusters Score -1700211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -1700221.875000 Penalty: 3311.853760
	Iteration 95Q: 3 clusters Score -1700222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -1700233.250000 Penalty: 3311.853760
	Iteration 96Q: 3 clusters Score -1700233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -1700237.375000 Penalty: 3311.853760
	Iteration 97Q: 3 clusters Score -1700237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -1700241.500000 Penalty: 3311.853760
	Iteration 98Q: 3 clusters Score -1700242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -1700250.125000 Penalty: 3311.853760
	Iteration 99Q: 3 clusters Score -1700250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -1700258.875000 Penalty: 3311.853760
	Iteration 100F: 3 clusters Score -1700259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -1700265.000000 Penalty: 3311.853760
	Iteration 101Q: 3 clusters Score -1700265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -1700277.625000 Penalty: 3311.853760
	Iteration 102Q: 3 clusters Score -1700278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -1700278.875000 Penalty: 3311.853760
	Iteration 103Q: 3 clusters Score -1700279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -1700287.500000 Penalty: 3311.853760
	Iteration 104Q: 3 clusters Score -1700288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -1700290.500000 Penalty: 3311.853760
	Iteration 105Q: 3 clusters Score -1700290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -1700297.125000 Penalty: 3311.853760
	Iteration 106Q: 3 clusters Score -1700297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -1700298.625000 Penalty: 3311.853760
	Iteration 107Q: 3 clusters Score -1700299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -1700302.750000 Penalty: 3311.853760
	Iteration 108Q: 3 clusters Score -1700303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -1700304.375000 Penalty: 3311.853760
	Iteration 109Q: 3 clusters Score -1700304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -1700309.875000 Penalty: 3311.853760
	Iteration 110Q: 3 clusters Score -1700310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -1700313.625000 Penalty: 3311.853760
	Iteration 111Q: 3 clusters Score -1700314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -1700311.375000 Penalty: 3311.853760
	Iteration 112Q: 3 clusters Score -1700311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -1700313.375000 Penalty: 3311.853760
	Iteration 113Q: 3 clusters Score -1700313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -1700319.750000 Penalty: 3311.853760
	Iteration 114Q: 3 clusters Score -1700320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -1700322.125000 Penalty: 3311.853760
	Iteration 115Q: 3 clusters Score -1700322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -1700324.500000 Penalty: 3311.853760
	Iteration 116Q: 3 clusters Score -1700324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -1700330.500000 Penalty: 3311.853760
	Iteration 117Q: 3 clusters Score -1700330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -1700336.375000 Penalty: 3311.853760
	Iteration 118Q: 3 clusters Score -1700336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -1700336.125000 Penalty: 3311.853760
	Iteration 119Q: 3 clusters Score -1700336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -1700338.000000 Penalty: 3311.853760
	Iteration 120F: 3 clusters Score -1700338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -1700337.250000 Penalty: 3311.853760
	Iteration 121Q: 3 clusters Score -1700337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -1700340.000000 Penalty: 3311.853760
	Iteration 122Q: 3 clusters Score -1700340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -1700339.375000 Penalty: 3311.853760
	Iteration 123Q: 3 clusters Score -1700339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -1700344.500000 Penalty: 3311.853760
	Iteration 124Q: 3 clusters Score -1700344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -1700347.125000 Penalty: 3311.853760
	Iteration 125Q: 3 clusters Score -1700347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -1700345.750000 Penalty: 3311.853760
	Iteration 126Q: 3 clusters Score -1700346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -1700344.750000 Penalty: 3311.853760
	Iteration 127Q: 3 clusters Score -1700345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -1700347.875000 Penalty: 3311.853760
	Iteration 128Q: 3 clusters Score -1700348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -1700346.500000 Penalty: 3311.853760
	Iteration 129Q: 3 clusters Score -1700346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -1700342.125000 Penalty: 3311.853760
	Iteration 130Q: 3 clusters Score -1700342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -1700342.125000 Penalty: 3311.853760
	Iteration 131F: 3 clusters Score -1700342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (131232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131232 members 
Entering Unmasked Estep 
Score: -8402895.000000 Penalty: 1915.017334
	Iteration 0F: 2 clusters Score -8402895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65714 members 
Mstep: Class 2 contains 65518 members 
Entering Unmasked Estep 
Score: -8314643.000000 Penalty: 3830.034668
	Iteration 0F: 3 clusters Score -8314643 nChanged 63335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -8352012.500000 Penalty: 3830.034668
	Iteration 1F: 3 clusters Score -8352012 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69550 members 
Mstep: Class 2 contains 61682 members 
Entering Unmasked Estep 
Score: -8353413.500000 Penalty: 3830.034668
	Iteration 2Q: 3 clusters Score -8353414 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71992 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -8355879.500000 Penalty: 3830.034668
	Iteration 3Q: 3 clusters Score -8355880 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75780 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -8360063.500000 Penalty: 3830.034668
	Iteration 4F: 3 clusters Score -8360064 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80865 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -8366801.000000 Penalty: 3830.034668
	Iteration 5F: 3 clusters Score -8366801 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86585 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -8375950.500000 Penalty: 3830.034668
	Iteration 6F: 3 clusters Score -8375950 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91285 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -8385175.500000 Penalty: 3830.034668
	Iteration 7F: 3 clusters Score -8385176 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94015 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -8390161.000000 Penalty: 3830.034668
	Iteration 8F: 3 clusters Score -8390161 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95729 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -8391710.000000 Penalty: 3830.034668
	Iteration 9Q: 3 clusters Score -8391710 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97279 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -8392542.000000 Penalty: 3830.034668
	Iteration 10Q: 3 clusters Score -8392542 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98672 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -8393142.000000 Penalty: 3830.034668
	Iteration 11Q: 3 clusters Score -8393142 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99973 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -8393652.000000 Penalty: 3830.034668
	Iteration 12Q: 3 clusters Score -8393652 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101240 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -8394039.000000 Penalty: 3830.034668
	Iteration 13Q: 3 clusters Score -8394039 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102484 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -8394401.000000 Penalty: 3830.034668
	Iteration 14Q: 3 clusters Score -8394401 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103683 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -8394723.000000 Penalty: 3830.034668
	Iteration 15Q: 3 clusters Score -8394723 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104912 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -8395088.000000 Penalty: 3830.034668
	Iteration 16Q: 3 clusters Score -8395088 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106143 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -8395434.000000 Penalty: 3830.034668
	Iteration 17Q: 3 clusters Score -8395434 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107299 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -8395726.000000 Penalty: 3830.034668
	Iteration 18Q: 3 clusters Score -8395726 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108437 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -8395972.000000 Penalty: 3830.034668
	Iteration 19Q: 3 clusters Score -8395972 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109541 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -8396281.000000 Penalty: 3830.034668
	Iteration 20F: 3 clusters Score -8396281 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110616 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -8396597.000000 Penalty: 3830.034668
	Iteration 21Q: 3 clusters Score -8396597 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111676 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -8396819.000000 Penalty: 3830.034668
	Iteration 22Q: 3 clusters Score -8396819 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112686 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8397066 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113666 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8397292 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114655 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8397599 nChanged 1000
Entering Unmasked Mstep 
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Mstep: Class 1 contains 115655 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8397841 nChanged 923
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116578 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8398035 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117445 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8398308 nChanged 861
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118306 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -8398522.000000 Penalty: 3830.034668
	Iteration 29Q: 3 clusters Score -8398522 nChanged 793
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119099 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8398734 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119865 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8398930 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120545 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8399129 nChanged 642
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121187 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8399287 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121819 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8399469 nChanged 581
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122400 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8399680 nChanged 551
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122951 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8399816 nChanged 475
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123426 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8399966 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123850 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -8400059.000000 Penalty: 3830.034668
	Iteration 38Q: 3 clusters Score -8400059 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124238 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -8400174.000000 Penalty: 3830.034668
	Iteration 39Q: 3 clusters Score -8400174 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124623 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -8400270.000000 Penalty: 3830.034668
	Iteration 40F: 3 clusters Score -8400270 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124990 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -8400319.000000 Penalty: 3830.034668
	Iteration 41Q: 3 clusters Score -8400319 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125299 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -8400406.000000 Penalty: 3830.034668
	Iteration 42Q: 3 clusters Score -8400406 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125570 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8400479 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125790 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8400531 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125978 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8400567 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126160 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -8400609.000000 Penalty: 3830.034668
	Iteration 46Q: 3 clusters Score -8400609 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126319 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8400636 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126450 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -8400658.000000 Penalty: 3830.034668
	Iteration 48Q: 3 clusters Score -8400658 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126585 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -8400672.000000 Penalty: 3830.034668
	Iteration 49Q: 3 clusters Score -8400672 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126690 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -8400700.000000 Penalty: 3830.034668
	Iteration 50Q: 3 clusters Score -8400700 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126793 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -8400723.000000 Penalty: 3830.034668
	Iteration 51Q: 3 clusters Score -8400723 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126882 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -8400726.000000 Penalty: 3830.034668
	Iteration 52Q: 3 clusters Score -8400726 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126973 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -8400750.000000 Penalty: 3830.034668
	Iteration 53Q: 3 clusters Score -8400750 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127059 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -8400763.000000 Penalty: 3830.034668
	Iteration 54Q: 3 clusters Score -8400763 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127147 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -8400782.000000 Penalty: 3830.034668
	Iteration 55Q: 3 clusters Score -8400782 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127242 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -8400805.000000 Penalty: 3830.034668
	Iteration 56Q: 3 clusters Score -8400805 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127350 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8400799 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127447 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -8400819.000000 Penalty: 3830.034668
	Iteration 58Q: 3 clusters Score -8400819 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127551 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8400830 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127659 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -8400873.000000 Penalty: 3830.034668
	Iteration 60F: 3 clusters Score -8400873 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127747 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -8400883.000000 Penalty: 3830.034668
	Iteration 61Q: 3 clusters Score -8400883 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127823 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -8400892.000000 Penalty: 3830.034668
	Iteration 62Q: 3 clusters Score -8400892 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127888 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -8400902.000000 Penalty: 3830.034668
	Iteration 63Q: 3 clusters Score -8400902 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127971 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8400913.000000 Penalty: 3830.034668
	Iteration 64Q: 3 clusters Score -8400913 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128055 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -8400925.000000 Penalty: 3830.034668
	Iteration 65Q: 3 clusters Score -8400925 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128122 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -8400933.000000 Penalty: 3830.034668
	Iteration 66Q: 3 clusters Score -8400933 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128189 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -8400940.000000 Penalty: 3830.034668
	Iteration 67Q: 3 clusters Score -8400940 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128253 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -8400965.000000 Penalty: 3830.034668
	Iteration 68Q: 3 clusters Score -8400965 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128309 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -8400966.000000 Penalty: 3830.034668
	Iteration 69Q: 3 clusters Score -8400966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128353 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -8400990.000000 Penalty: 3830.034668
	Iteration 70Q: 3 clusters Score -8400990 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128400 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -8400984.000000 Penalty: 3830.034668
	Iteration 71Q: 3 clusters Score -8400984 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128442 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -8400993.000000 Penalty: 3830.034668
	Iteration 72Q: 3 clusters Score -8400993 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128489 members 
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Entering Unmasked Estep 
Score: -8400999.000000 Penalty: 3830.034668
	Iteration 73Q: 3 clusters Score -8400999 nChanged 42
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8401014.000000 Penalty: 3830.034668
	Iteration 74Q: 3 clusters Score -8401014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -8401009.000000 Penalty: 3830.034668
	Iteration 75Q: 3 clusters Score -8401009 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8401018.000000 Penalty: 3830.034668
	Iteration 76Q: 3 clusters Score -8401018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8401019 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128647 members 
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Entering Unmasked Estep 
Score: -8400997.000000 Penalty: 3830.034668
	Iteration 78Q: 3 clusters Score -8400997 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128675 members 
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Entering Unmasked Estep 
Score: -8401007.000000 Penalty: 3830.034668
	Iteration 79Q: 3 clusters Score -8401007 nChanged 27
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Mstep: Class 1 contains 128700 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8401019 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128722 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -8401023.000000 Penalty: 3830.034668
	Iteration 81Q: 3 clusters Score -8401023 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128744 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -8401024.000000 Penalty: 3830.034668
	Iteration 82Q: 3 clusters Score -8401024 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128775 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8401035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128797 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -8401032.000000 Penalty: 3830.034668
	Iteration 84Q: 3 clusters Score -8401032 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128820 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8401042.000000 Penalty: 3830.034668
	Iteration 85Q: 3 clusters Score -8401042 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128835 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -8401050.000000 Penalty: 3830.034668
	Iteration 86Q: 3 clusters Score -8401050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128853 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -8401059.000000 Penalty: 3830.034668
	Iteration 87Q: 3 clusters Score -8401059 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128870 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -8401065.000000 Penalty: 3830.034668
	Iteration 88Q: 3 clusters Score -8401065 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8401066 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128913 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -8401075.000000 Penalty: 3830.034668
	Iteration 90Q: 3 clusters Score -8401075 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128937 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -8401072.000000 Penalty: 3830.034668
	Iteration 91Q: 3 clusters Score -8401072 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128957 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -8401073.000000 Penalty: 3830.034668
	Iteration 92Q: 3 clusters Score -8401073 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128987 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -8401064.000000 Penalty: 3830.034668
	Iteration 93Q: 3 clusters Score -8401064 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129016 members 
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Entering Unmasked Estep 
Score: -8401085.000000 Penalty: 3830.034668
	Iteration 94Q: 3 clusters Score -8401085 nChanged 24
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Mstep: Class 1 contains 129040 members 
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Entering Unmasked Estep 
Score: -8401082.000000 Penalty: 3830.034668
	Iteration 95Q: 3 clusters Score -8401082 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129067 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8401075 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129095 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8401083.000000 Penalty: 3830.034668
	Iteration 97Q: 3 clusters Score -8401083 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129119 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8401074.000000 Penalty: 3830.034668
	Iteration 98Q: 3 clusters Score -8401074 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129149 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8401095.000000 Penalty: 3830.034668
	Iteration 99Q: 3 clusters Score -8401095 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129170 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8401110.000000 Penalty: 3830.034668
	Iteration 100F: 3 clusters Score -8401110 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129189 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8401109 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129203 members 
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Entering Unmasked Estep 
Score: -8401117.000000 Penalty: 3830.034668
	Iteration 102Q: 3 clusters Score -8401117 nChanged 21
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Mstep: Class 1 contains 129220 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -8401122.000000 Penalty: 3830.034668
	Iteration 103Q: 3 clusters Score -8401122 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8401118 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129256 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -8401120.000000 Penalty: 3830.034668
	Iteration 105Q: 3 clusters Score -8401120 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129271 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -8401124.000000 Penalty: 3830.034668
	Iteration 106Q: 3 clusters Score -8401124 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129288 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -8401130.000000 Penalty: 3830.034668
	Iteration 107Q: 3 clusters Score -8401130 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129305 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8401137.000000 Penalty: 3830.034668
	Iteration 108Q: 3 clusters Score -8401137 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129326 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -8401142.000000 Penalty: 3830.034668
	Iteration 109Q: 3 clusters Score -8401142 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129342 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -8401150.000000 Penalty: 3830.034668
	Iteration 110Q: 3 clusters Score -8401150 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129365 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -8401165.000000 Penalty: 3830.034668
	Iteration 111Q: 3 clusters Score -8401165 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -8401170.000000 Penalty: 3830.034668
	Iteration 112Q: 3 clusters Score -8401170 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129399 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -8401180.000000 Penalty: 3830.034668
	Iteration 113Q: 3 clusters Score -8401180 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129415 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -8401181.000000 Penalty: 3830.034668
	Iteration 114Q: 3 clusters Score -8401181 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129423 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8401181 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129436 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -8401178.000000 Penalty: 3830.034668
	Iteration 116Q: 3 clusters Score -8401178 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129452 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -8401183.000000 Penalty: 3830.034668
	Iteration 117Q: 3 clusters Score -8401183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129468 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -8401184.000000 Penalty: 3830.034668
	Iteration 118Q: 3 clusters Score -8401184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129482 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8401190.000000 Penalty: 3830.034668
	Iteration 119Q: 3 clusters Score -8401190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129498 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8401184.000000 Penalty: 3830.034668
	Iteration 120F: 3 clusters Score -8401184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129514 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -8401190.000000 Penalty: 3830.034668
	Iteration 121Q: 3 clusters Score -8401190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129535 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8401195.000000 Penalty: 3830.034668
	Iteration 122Q: 3 clusters Score -8401195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129550 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -8401191.000000 Penalty: 3830.034668
	Iteration 123Q: 3 clusters Score -8401191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129572 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -8401199.000000 Penalty: 3830.034668
	Iteration 124Q: 3 clusters Score -8401199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129593 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -8401207.000000 Penalty: 3830.034668
	Iteration 125Q: 3 clusters Score -8401207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129604 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -8401196.000000 Penalty: 3830.034668
	Iteration 126Q: 3 clusters Score -8401196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129622 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -8401204.000000 Penalty: 3830.034668
	Iteration 127Q: 3 clusters Score -8401204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129644 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8401210.000000 Penalty: 3830.034668
	Iteration 128Q: 3 clusters Score -8401210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129662 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -8401206.000000 Penalty: 3830.034668
	Iteration 129Q: 3 clusters Score -8401206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129682 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8401202.000000 Penalty: 3830.034668
	Iteration 130Q: 3 clusters Score -8401202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129699 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -8401219.000000 Penalty: 3830.034668
	Iteration 131Q: 3 clusters Score -8401219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129716 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -8401228.000000 Penalty: 3830.034668
	Iteration 132Q: 3 clusters Score -8401228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129726 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8401231.000000 Penalty: 3830.034668
	Iteration 133Q: 3 clusters Score -8401231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129736 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8401230.000000 Penalty: 3830.034668
	Iteration 134Q: 3 clusters Score -8401230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129748 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8401239.000000 Penalty: 3830.034668
	Iteration 135Q: 3 clusters Score -8401239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129761 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -8401239.000000 Penalty: 3830.034668
	Iteration 136Q: 3 clusters Score -8401239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129775 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -8401232.000000 Penalty: 3830.034668
	Iteration 137Q: 3 clusters Score -8401232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129788 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8401241.000000 Penalty: 3830.034668
	Iteration 138Q: 3 clusters Score -8401241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129805 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8401239.000000 Penalty: 3830.034668
	Iteration 139Q: 3 clusters Score -8401239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129819 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8401253.000000 Penalty: 3830.034668
	Iteration 140F: 3 clusters Score -8401253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129835 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8401259.000000 Penalty: 3830.034668
	Iteration 141Q: 3 clusters Score -8401259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129850 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -8401265.000000 Penalty: 3830.034668
	Iteration 142Q: 3 clusters Score -8401265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129870 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -8401271.000000 Penalty: 3830.034668
	Iteration 143Q: 3 clusters Score -8401271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129892 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8401284.000000 Penalty: 3830.034668
	Iteration 144Q: 3 clusters Score -8401284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129910 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8401282.000000 Penalty: 3830.034668
	Iteration 145Q: 3 clusters Score -8401282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129931 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8401289.000000 Penalty: 3830.034668
	Iteration 146Q: 3 clusters Score -8401289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129949 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8401293.000000 Penalty: 3830.034668
	Iteration 147Q: 3 clusters Score -8401293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129962 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8401297.000000 Penalty: 3830.034668
	Iteration 148Q: 3 clusters Score -8401297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129974 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8401302.000000 Penalty: 3830.034668
	Iteration 149Q: 3 clusters Score -8401302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129986 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8401310.000000 Penalty: 3830.034668
	Iteration 150Q: 3 clusters Score -8401310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129997 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -8401314.000000 Penalty: 3830.034668
	Iteration 151Q: 3 clusters Score -8401314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130006 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8401319.000000 Penalty: 3830.034668
	Iteration 152Q: 3 clusters Score -8401319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130017 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8401325.000000 Penalty: 3830.034668
	Iteration 153Q: 3 clusters Score -8401325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130027 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8401323.000000 Penalty: 3830.034668
	Iteration 154Q: 3 clusters Score -8401323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130040 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8401329.000000 Penalty: 3830.034668
	Iteration 155Q: 3 clusters Score -8401329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130053 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8401325.000000 Penalty: 3830.034668
	Iteration 156Q: 3 clusters Score -8401325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130063 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8401330.000000 Penalty: 3830.034668
	Iteration 157Q: 3 clusters Score -8401330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130077 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8401348.000000 Penalty: 3830.034668
	Iteration 158Q: 3 clusters Score -8401348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130085 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8401359.000000 Penalty: 3830.034668
	Iteration 159Q: 3 clusters Score -8401359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130097 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8401352.000000 Penalty: 3830.034668
	Iteration 160F: 3 clusters Score -8401352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130108 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8401363.000000 Penalty: 3830.034668
	Iteration 161Q: 3 clusters Score -8401363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130114 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8401367.000000 Penalty: 3830.034668
	Iteration 162Q: 3 clusters Score -8401367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130121 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -8401368.000000 Penalty: 3830.034668
	Iteration 163Q: 3 clusters Score -8401368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130126 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8401377.000000 Penalty: 3830.034668
	Iteration 164Q: 3 clusters Score -8401377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130129 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8401376.000000 Penalty: 3830.034668
	Iteration 165Q: 3 clusters Score -8401376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130135 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8401377.000000 Penalty: 3830.034668
	Iteration 166Q: 3 clusters Score -8401377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130139 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8401386.000000 Penalty: 3830.034668
	Iteration 167Q: 3 clusters Score -8401386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130146 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8401388.000000 Penalty: 3830.034668
	Iteration 168Q: 3 clusters Score -8401388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130147 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8401393.000000 Penalty: 3830.034668
	Iteration 169Q: 3 clusters Score -8401393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130148 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8401394.000000 Penalty: 3830.034668
	Iteration 170Q: 3 clusters Score -8401394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130151 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8401392.000000 Penalty: 3830.034668
	Iteration 171Q: 3 clusters Score -8401392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130153 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8401395.000000 Penalty: 3830.034668
	Iteration 172Q: 3 clusters Score -8401395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130154 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8401392.000000 Penalty: 3830.034668
	Iteration 173Q: 3 clusters Score -8401392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130153 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8401399.000000 Penalty: 3830.034668
	Iteration 174Q: 3 clusters Score -8401399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130154 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8401398.000000 Penalty: 3830.034668
	Iteration 175Q: 3 clusters Score -8401398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130154 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8401398.000000 Penalty: 3830.034668
	Iteration 176F: 3 clusters Score -8401398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -47338.871094 Penalty: 1080.880371
	Iteration 0F: 2 clusters Score -47338.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -46044.628906 Penalty: 2161.760742
	Iteration 0F: 3 clusters Score -46044.63 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -46259.308594 Penalty: 2161.760742
	Iteration 1F: 3 clusters Score -46259.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -46316.617188 Penalty: 2161.760742
	Iteration 2F: 3 clusters Score -46316.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -46345.910156 Penalty: 2161.760742
	Iteration 3Q: 3 clusters Score -46345.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -46359.140625 Penalty: 2161.760742
	Iteration 4Q: 3 clusters Score -46359.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -46372.753906 Penalty: 2161.760742
	Iteration 5Q: 3 clusters Score -46372.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -46377.496094 Penalty: 2161.760742
	Iteration 6Q: 3 clusters Score -46377.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -46380.835938 Penalty: 2161.760742
	Iteration 7Q: 3 clusters Score -46380.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -46380.835938 Penalty: 2161.760742
	Iteration 8F: 3 clusters Score -46380.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Entering Unmasked Estep 
Score: -513159.218750 Penalty: 1462.978882
	Iteration 0F: 2 clusters Score -513159.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -507227.968750 Penalty: 2925.957764
	Iteration 0F: 3 clusters Score -507228 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -509027.781250 Penalty: 2925.957764
	Iteration 1F: 3 clusters Score -509027.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -509236.968750 Penalty: 2925.957764
	Iteration 2F: 3 clusters Score -509237 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -509388.968750 Penalty: 2925.957764
	Iteration 3Q: 3 clusters Score -509389 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -509518.562500 Penalty: 2925.957764
	Iteration 4Q: 3 clusters Score -509518.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -509661.281250 Penalty: 2925.957764
	Iteration 5Q: 3 clusters Score -509661.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -509863.156250 Penalty: 2925.957764
	Iteration 6Q: 3 clusters Score -509863.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -510202.593750 Penalty: 2925.957764
	Iteration 7F: 3 clusters Score -510202.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -510673.687500 Penalty: 2925.957764
	Iteration 8F: 3 clusters Score -510673.7 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -511217.406250 Penalty: 2925.957764
	Iteration 9F: 3 clusters Score -511217.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -511674.968750 Penalty: 2925.957764
	Iteration 10F: 3 clusters Score -511675 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -512050.281250 Penalty: 2925.957764
	Iteration 11F: 3 clusters Score -512050.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -512290.312500 Penalty: 2925.957764
	Iteration 12Q: 3 clusters Score -512290.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -512446.750000 Penalty: 2925.957764
	Iteration 13Q: 3 clusters Score -512446.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -512537.750000 Penalty: 2925.957764
	Iteration 14Q: 3 clusters Score -512537.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -512617.656250 Penalty: 2925.957764
	Iteration 15Q: 3 clusters Score -512617.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -512682.375000 Penalty: 2925.957764
	Iteration 16Q: 3 clusters Score -512682.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -512728.250000 Penalty: 2925.957764
	Iteration 17Q: 3 clusters Score -512728.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -512761.406250 Penalty: 2925.957764
	Iteration 18Q: 3 clusters Score -512761.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -512793.968750 Penalty: 2925.957764
	Iteration 19Q: 3 clusters Score -512794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -512816.312500 Penalty: 2925.957764
	Iteration 20F: 3 clusters Score -512816.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -512853.781250 Penalty: 2925.957764
	Iteration 21Q: 3 clusters Score -512853.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -512889.593750 Penalty: 2925.957764
	Iteration 22Q: 3 clusters Score -512889.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -512925.125000 Penalty: 2925.957764
	Iteration 23Q: 3 clusters Score -512925.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -512954.562500 Penalty: 2925.957764
	Iteration 24Q: 3 clusters Score -512954.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -512970.781250 Penalty: 2925.957764
	Iteration 25Q: 3 clusters Score -512970.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -512979.062500 Penalty: 2925.957764
	Iteration 26Q: 3 clusters Score -512979.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -512983.750000 Penalty: 2925.957764
	Iteration 27Q: 3 clusters Score -512983.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -512987.406250 Penalty: 2925.957764
	Iteration 28Q: 3 clusters Score -512987.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -512989.937500 Penalty: 2925.957764
	Iteration 29Q: 3 clusters Score -512989.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -512990.281250 Penalty: 2925.957764
	Iteration 30Q: 3 clusters Score -512990.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -512990.625000 Penalty: 2925.957764
	Iteration 31Q: 3 clusters Score -512990.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -512993.000000 Penalty: 2925.957764
	Iteration 32Q: 3 clusters Score -512993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -512993.500000 Penalty: 2925.957764
	Iteration 33Q: 3 clusters Score -512993.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -512993.531250 Penalty: 2925.957764
	Iteration 34Q: 3 clusters Score -512993.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -512995.625000 Penalty: 2925.957764
	Iteration 35Q: 3 clusters Score -512995.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -512995.625000 Penalty: 2925.957764
	Iteration 36Q: 3 clusters Score -512995.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -512996.656250 Penalty: 2925.957764
	Iteration 37Q: 3 clusters Score -512996.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -512996.656250 Penalty: 2925.957764
	Iteration 38F: 3 clusters Score -512996.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (357890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357890 members 
Entering Unmasked Estep 
Score: -22216080.000000 Penalty: 2078.046875
	Iteration 0F: 2 clusters Score -2.221608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178845 members 
Mstep: Class 2 contains 179045 members 
Entering Unmasked Estep 
Score: -21974256.000000 Penalty: 4156.093750
	Iteration 0F: 3 clusters Score -2.197426e+07 nChanged 174585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174258 members 
Mstep: Class 2 contains 183632 members 
Entering Unmasked Estep 
Score: -22079610.000000 Penalty: 4156.093750
	Iteration 1F: 3 clusters Score -2.207961e+07 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172269 members 
Mstep: Class 2 contains 185621 members 
Entering Unmasked Estep 
Score: -22081212.000000 Penalty: 4156.093750
	Iteration 2Q: 3 clusters Score -2.208121e+07 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169153 members 
Mstep: Class 2 contains 188737 members 
Entering Unmasked Estep 
Score: -22084160.000000 Penalty: 4156.093750
	Iteration 3Q: 3 clusters Score -2.208416e+07 nChanged 12874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164589 members 
Mstep: Class 2 contains 193301 members 
Entering Unmasked Estep 
Score: -22088884.000000 Penalty: 4156.093750
	Iteration 4Q: 3 clusters Score -2.208888e+07 nChanged 15879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158064 members 
Mstep: Class 2 contains 199826 members 
Entering Unmasked Estep 
Score: -22096224.000000 Penalty: 4156.093750
	Iteration 5Q: 3 clusters Score -2.209622e+07 nChanged 19640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149246 members 
Mstep: Class 2 contains 208644 members 
Entering Unmasked Estep 
Score: -22108656.000000 Penalty: 4156.093750
	Iteration 6F: 3 clusters Score -2.210866e+07 nChanged 23019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139193 members 
Mstep: Class 2 contains 218697 members 
Entering Unmasked Estep 
Score: -22126738.000000 Penalty: 4156.093750
	Iteration 7F: 3 clusters Score -2.212674e+07 nChanged 23152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130357 members 
Mstep: Class 2 contains 227533 members 
Entering Unmasked Estep 
Score: -22144146.000000 Penalty: 4156.093750
	Iteration 8F: 3 clusters Score -2.214415e+07 nChanged 19111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123860 members 
Mstep: Class 2 contains 234030 members 
Entering Unmasked Estep 
Score: -22154056.000000 Penalty: 4156.093750
	Iteration 9F: 3 clusters Score -2.215406e+07 nChanged 12119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118513 members 
Mstep: Class 2 contains 239377 members 
Entering Unmasked Estep 
Score: -22158014.000000 Penalty: 4156.093750
	Iteration 10Q: 3 clusters Score -2.215801e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113111 members 
Mstep: Class 2 contains 244779 members 
Entering Unmasked Estep 
Score: -22160126.000000 Penalty: 4156.093750
	Iteration 11Q: 3 clusters Score -2.216013e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107427 members 
Mstep: Class 2 contains 250463 members 
Entering Unmasked Estep 
Score: -22161780.000000 Penalty: 4156.093750
	Iteration 12Q: 3 clusters Score -2.216178e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101490 members 
Mstep: Class 2 contains 256400 members 
Entering Unmasked Estep 
Score: -22163528.000000 Penalty: 4156.093750
	Iteration 13Q: 3 clusters Score -2.216353e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95143 members 
Mstep: Class 2 contains 262747 members 
Entering Unmasked Estep 
Score: -22165564.000000 Penalty: 4156.093750
	Iteration 14Q: 3 clusters Score -2.216556e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88417 members 
Mstep: Class 2 contains 269473 members 
Entering Unmasked Estep 
Score: -22167666.000000 Penalty: 4156.093750
	Iteration 15Q: 3 clusters Score -2.216767e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81455 members 
Mstep: Class 2 contains 276435 members 
Entering Unmasked Estep 
Score: -22169990.000000 Penalty: 4156.093750
	Iteration 16Q: 3 clusters Score -2.216999e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74335 members 
Mstep: Class 2 contains 283555 members 
Entering Unmasked Estep 
Score: -22172582.000000 Penalty: 4156.093750
	Iteration 17Q: 3 clusters Score -2.217258e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66919 members 
Mstep: Class 2 contains 290971 members 
Entering Unmasked Estep 
Score: -22175516.000000 Penalty: 4156.093750
	Iteration 18Q: 3 clusters Score -2.217552e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 298539 members 
Entering Unmasked Estep 
Score: -22178962.000000 Penalty: 4156.093750
	Iteration 19Q: 3 clusters Score -2.217896e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 306073 members 
Entering Unmasked Estep 
Score: -22182604.000000 Penalty: 4156.093750
	Iteration 20F: 3 clusters Score -2.21826e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 313420 members 
Entering Unmasked Estep 
Score: -22186406.000000 Penalty: 4156.093750
	Iteration 21Q: 3 clusters Score -2.218641e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 320455 members 
Entering Unmasked Estep 
Score: -22190450.000000 Penalty: 4156.093750
	Iteration 22Q: 3 clusters Score -2.219045e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 327020 members 
Entering Unmasked Estep 
Score: -22194400.000000 Penalty: 4156.093750
	Iteration 23Q: 3 clusters Score -2.21944e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 332949 members 
Entering Unmasked Estep 
Score: -22198252.000000 Penalty: 4156.093750
	Iteration 24Q: 3 clusters Score -2.219825e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 338284 members 
Entering Unmasked Estep 
Score: -22201958.000000 Penalty: 4156.093750
	Iteration 25Q: 3 clusters Score -2.220196e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 342859 members 
Entering Unmasked Estep 
Score: -22205182.000000 Penalty: 4156.093750
	Iteration 26Q: 3 clusters Score -2.220518e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 346624 members 
Entering Unmasked Estep 
Score: -22208022.000000 Penalty: 4156.093750
	Iteration 27Q: 3 clusters Score -2.220802e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 349630 members 
Entering Unmasked Estep 
Score: -22210156.000000 Penalty: 4156.093750
	Iteration 28Q: 3 clusters Score -2.221016e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 351862 members 
Entering Unmasked Estep 
Score: -22211712.000000 Penalty: 4156.093750
	Iteration 29Q: 3 clusters Score -2.221171e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 353422 members 
Entering Unmasked Estep 
Score: -22212686.000000 Penalty: 4156.093750
	Iteration 30Q: 3 clusters Score -2.221269e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 354461 members 
Entering Unmasked Estep 
Score: -22213216.000000 Penalty: 4156.093750
	Iteration 31Q: 3 clusters Score -2.221322e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 355163 members 
Entering Unmasked Estep 
Score: -22213610.000000 Penalty: 4156.093750
	Iteration 32Q: 3 clusters Score -2.221361e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 355635 members 
Entering Unmasked Estep 
Score: -22213868.000000 Penalty: 4156.093750
	Iteration 33Q: 3 clusters Score -2.221387e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 355955 members 
Entering Unmasked Estep 
Score: -22213990.000000 Penalty: 4156.093750
	Iteration 34Q: 3 clusters Score -2.221399e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 356188 members 
Entering Unmasked Estep 
Score: -22214120.000000 Penalty: 4156.093750
	Iteration 35Q: 3 clusters Score -2.221412e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 356359 members 
Entering Unmasked Estep 
Score: -22214182.000000 Penalty: 4156.093750
	Iteration 36Q: 3 clusters Score -2.221418e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 356472 members 
Entering Unmasked Estep 
Score: -22214266.000000 Penalty: 4156.093750
	Iteration 37Q: 3 clusters Score -2.221427e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 356551 members 
Entering Unmasked Estep 
Score: -22214306.000000 Penalty: 4156.093750
	Iteration 38Q: 3 clusters Score -2.221431e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 356619 members 
Entering Unmasked Estep 
Score: -22214338.000000 Penalty: 4156.093750
	Iteration 39Q: 3 clusters Score -2.221434e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 356678 members 
Entering Unmasked Estep 
Score: -22214352.000000 Penalty: 4156.093750
	Iteration 40F: 3 clusters Score -2.221435e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 356718 members 
Entering Unmasked Estep 
Score: -22214392.000000 Penalty: 4156.093750
	Iteration 41Q: 3 clusters Score -2.221439e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 356749 members 
Entering Unmasked Estep 
Score: -22214392.000000 Penalty: 4156.093750
	Iteration 42Q: 3 clusters Score -2.221439e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 356773 members 
Entering Unmasked Estep 
Score: -22214392.000000 Penalty: 4156.093750
	Iteration 43Q: 3 clusters Score -2.221439e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 356790 members 
Entering Unmasked Estep 
Score: -22214368.000000 Penalty: 4156.093750
	Iteration 44Q: 3 clusters Score -2.221437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 356798 members 
Entering Unmasked Estep 
Score: -22214364.000000 Penalty: 4156.093750
	Iteration 45Q: 3 clusters Score -2.221436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 356802 members 
Entering Unmasked Estep 
Score: -22214380.000000 Penalty: 4156.093750
	Iteration 46Q: 3 clusters Score -2.221438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 356810 members 
Entering Unmasked Estep 
Score: -22214376.000000 Penalty: 4156.093750
	Iteration 47Q: 3 clusters Score -2.221438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 356822 members 
Entering Unmasked Estep 
Score: -22214392.000000 Penalty: 4156.093750
	Iteration 48Q: 3 clusters Score -2.221439e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 356830 members 
Entering Unmasked Estep 
Score: -22214386.000000 Penalty: 4156.093750
	Iteration 49Q: 3 clusters Score -2.221439e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 356847 members 
Entering Unmasked Estep 
Score: -22214396.000000 Penalty: 4156.093750
	Iteration 50Q: 3 clusters Score -2.22144e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 356858 members 
Entering Unmasked Estep 
Score: -22214402.000000 Penalty: 4156.093750
	Iteration 51Q: 3 clusters Score -2.22144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 356866 members 
Entering Unmasked Estep 
Score: -22214414.000000 Penalty: 4156.093750
	Iteration 52Q: 3 clusters Score -2.221441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 356874 members 
Entering Unmasked Estep 
Score: -22214422.000000 Penalty: 4156.093750
	Iteration 53Q: 3 clusters Score -2.221442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 356876 members 
Entering Unmasked Estep 
Score: -22214406.000000 Penalty: 4156.093750
	Iteration 54Q: 3 clusters Score -2.221441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 356877 members 
Entering Unmasked Estep 
Score: -22214418.000000 Penalty: 4156.093750
	Iteration 55Q: 3 clusters Score -2.221442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 356888 members 
Entering Unmasked Estep 
Score: -22214416.000000 Penalty: 4156.093750
	Iteration 56Q: 3 clusters Score -2.221442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 356894 members 
Entering Unmasked Estep 
Score: -22214424.000000 Penalty: 4156.093750
	Iteration 57Q: 3 clusters Score -2.221442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 356899 members 
Entering Unmasked Estep 
Score: -22214436.000000 Penalty: 4156.093750
	Iteration 58Q: 3 clusters Score -2.221444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 356906 members 
Entering Unmasked Estep 
Score: -22214436.000000 Penalty: 4156.093750
	Iteration 59Q: 3 clusters Score -2.221444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 356909 members 
Entering Unmasked Estep 
Score: -22214450.000000 Penalty: 4156.093750
	Iteration 60F: 3 clusters Score -2.221445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 356913 members 
Entering Unmasked Estep 
Score: -22214456.000000 Penalty: 4156.093750
	Iteration 61Q: 3 clusters Score -2.221446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 356921 members 
Entering Unmasked Estep 
Score: -22214444.000000 Penalty: 4156.093750
	Iteration 62Q: 3 clusters Score -2.221444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 356921 members 
Entering Unmasked Estep 
Score: -22214450.000000 Penalty: 4156.093750
	Iteration 63Q: 3 clusters Score -2.221445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 356922 members 
Entering Unmasked Estep 
Score: -22214448.000000 Penalty: 4156.093750
	Iteration 64Q: 3 clusters Score -2.221445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 356923 members 
Entering Unmasked Estep 
Score: -22214436.000000 Penalty: 4156.093750
	Iteration 65Q: 3 clusters Score -2.221444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 356924 members 
Entering Unmasked Estep 
Score: -22214444.000000 Penalty: 4156.093750
	Iteration 66Q: 3 clusters Score -2.221444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 356924 members 
Entering Unmasked Estep 
Score: -22214444.000000 Penalty: 4156.093750
	Iteration 67F: 3 clusters Score -2.221444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Entering Unmasked Estep 
Score: -1137630.625000 Penalty: 1599.477905
	Iteration 0F: 2 clusters Score -1137631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1124859.875000 Penalty: 3198.955811
	Iteration 0F: 3 clusters Score -1124860 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1129537.000000 Penalty: 3198.955811
	Iteration 1F: 3 clusters Score -1129537 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1129802.500000 Penalty: 3198.955811
	Iteration 2Q: 3 clusters Score -1129802 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1130054.000000 Penalty: 3198.955811
	Iteration 3Q: 3 clusters Score -1130054 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1130290.000000 Penalty: 3198.955811
	Iteration 4Q: 3 clusters Score -1130290 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1130536.625000 Penalty: 3198.955811
	Iteration 5Q: 3 clusters Score -1130537 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1130808.500000 Penalty: 3198.955811
	Iteration 6Q: 3 clusters Score -1130808 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1131134.750000 Penalty: 3198.955811
	Iteration 7Q: 3 clusters Score -1131135 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1131527.875000 Penalty: 3198.955811
	Iteration 8Q: 3 clusters Score -1131528 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1132039.250000 Penalty: 3198.955811
	Iteration 9Q: 3 clusters Score -1132039 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1132622.125000 Penalty: 3198.955811
	Iteration 10Q: 3 clusters Score -1132622 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1133217.000000 Penalty: 3198.955811
	Iteration 11Q: 3 clusters Score -1133217 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1133713.750000 Penalty: 3198.955811
	Iteration 12Q: 3 clusters Score -1133714 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1134135.875000 Penalty: 3198.955811
	Iteration 13Q: 3 clusters Score -1134136 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1134460.125000 Penalty: 3198.955811
	Iteration 14Q: 3 clusters Score -1134460 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1134712.250000 Penalty: 3198.955811
	Iteration 15Q: 3 clusters Score -1134712 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -1134920.375000 Penalty: 3198.955811
	Iteration 16Q: 3 clusters Score -1134920 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1135093.375000 Penalty: 3198.955811
	Iteration 17Q: 3 clusters Score -1135093 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -1135247.250000 Penalty: 3198.955811
	Iteration 18Q: 3 clusters Score -1135247 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -1135403.250000 Penalty: 3198.955811
	Iteration 19Q: 3 clusters Score -1135403 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -1135527.375000 Penalty: 3198.955811
	Iteration 20F: 3 clusters Score -1135527 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -1135637.375000 Penalty: 3198.955811
	Iteration 21Q: 3 clusters Score -1135637 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -1135730.750000 Penalty: 3198.955811
	Iteration 22Q: 3 clusters Score -1135731 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -1135827.125000 Penalty: 3198.955811
	Iteration 23Q: 3 clusters Score -1135827 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -1135923.625000 Penalty: 3198.955811
	Iteration 24Q: 3 clusters Score -1135924 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -1136016.500000 Penalty: 3198.955811
	Iteration 25Q: 3 clusters Score -1136016 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -1136071.125000 Penalty: 3198.955811
	Iteration 26Q: 3 clusters Score -1136071 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -1136107.125000 Penalty: 3198.955811
	Iteration 27Q: 3 clusters Score -1136107 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -1136132.750000 Penalty: 3198.955811
	Iteration 28Q: 3 clusters Score -1136133 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -1136157.750000 Penalty: 3198.955811
	Iteration 29Q: 3 clusters Score -1136158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -1136177.500000 Penalty: 3198.955811
	Iteration 30Q: 3 clusters Score -1136178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -1136201.500000 Penalty: 3198.955811
	Iteration 31Q: 3 clusters Score -1136202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -1136212.375000 Penalty: 3198.955811
	Iteration 32Q: 3 clusters Score -1136212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -1136226.500000 Penalty: 3198.955811
	Iteration 33Q: 3 clusters Score -1136226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -1136231.000000 Penalty: 3198.955811
	Iteration 34Q: 3 clusters Score -1136231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -1136232.125000 Penalty: 3198.955811
	Iteration 35Q: 3 clusters Score -1136232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -1136238.375000 Penalty: 3198.955811
	Iteration 36Q: 3 clusters Score -1136238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -1136243.625000 Penalty: 3198.955811
	Iteration 37Q: 3 clusters Score -1136244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -1136249.125000 Penalty: 3198.955811
	Iteration 38Q: 3 clusters Score -1136249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -1136253.125000 Penalty: 3198.955811
	Iteration 39Q: 3 clusters Score -1136253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -1136260.500000 Penalty: 3198.955811
	Iteration 40F: 3 clusters Score -1136260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -1136265.125000 Penalty: 3198.955811
	Iteration 41Q: 3 clusters Score -1136265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -1136269.000000 Penalty: 3198.955811
	Iteration 42Q: 3 clusters Score -1136269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -1136273.250000 Penalty: 3198.955811
	Iteration 43Q: 3 clusters Score -1136273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -1136274.500000 Penalty: 3198.955811
	Iteration 44Q: 3 clusters Score -1136274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -1136274.000000 Penalty: 3198.955811
	Iteration 45Q: 3 clusters Score -1136274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -1136274.000000 Penalty: 3198.955811
	Iteration 46F: 3 clusters Score -1136274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Entering Unmasked Estep 
Score: -211620.140625 Penalty: 1337.295532
	Iteration 0F: 2 clusters Score -211620.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -208453.453125 Penalty: 2674.591064
	Iteration 0F: 3 clusters Score -208453.5 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -209341.906250 Penalty: 2674.591064
	Iteration 1F: 3 clusters Score -209341.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -209660.859375 Penalty: 2674.591064
	Iteration 2F: 3 clusters Score -209660.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -210034.625000 Penalty: 2674.591064
	Iteration 3F: 3 clusters Score -210034.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -210416.140625 Penalty: 2674.591064
	Iteration 4F: 3 clusters Score -210416.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -210745.281250 Penalty: 2674.591064
	Iteration 5F: 3 clusters Score -210745.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -210969.906250 Penalty: 2674.591064
	Iteration 6F: 3 clusters Score -210969.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -211069.031250 Penalty: 2674.591064
	Iteration 7Q: 3 clusters Score -211069 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -211117.078125 Penalty: 2674.591064
	Iteration 8Q: 3 clusters Score -211117.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -211138.406250 Penalty: 2674.591064
	Iteration 9Q: 3 clusters Score -211138.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -211149.875000 Penalty: 2674.591064
	Iteration 10Q: 3 clusters Score -211149.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -211157.765625 Penalty: 2674.591064
	Iteration 11Q: 3 clusters Score -211157.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -211163.515625 Penalty: 2674.591064
	Iteration 12Q: 3 clusters Score -211163.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -211167.171875 Penalty: 2674.591064
	Iteration 13Q: 3 clusters Score -211167.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -211171.859375 Penalty: 2674.591064
	Iteration 14Q: 3 clusters Score -211171.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -211175.343750 Penalty: 2674.591064
	Iteration 15Q: 3 clusters Score -211175.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -211176.000000 Penalty: 2674.591064
	Iteration 16Q: 3 clusters Score -211176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -211177.484375 Penalty: 2674.591064
	Iteration 17Q: 3 clusters Score -211177.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -211177.390625 Penalty: 2674.591064
	Iteration 18Q: 3 clusters Score -211177.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -211178.343750 Penalty: 2674.591064
	Iteration 19Q: 3 clusters Score -211178.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -211178.343750 Penalty: 2674.591064
	Iteration 20F: 3 clusters Score -211178.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Entering Unmasked Estep 
Score: -1023226.562500 Penalty: 1572.740723
	Iteration 0F: 2 clusters Score -1023227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1012207.812500 Penalty: 3145.481445
	Iteration 0F: 3 clusters Score -1012208 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1015999.562500 Penalty: 3145.481445
	Iteration 1F: 3 clusters Score -1016000 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1016205.187500 Penalty: 3145.481445
	Iteration 2Q: 3 clusters Score -1016205 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1016364.875000 Penalty: 3145.481445
	Iteration 3Q: 3 clusters Score -1016365 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1016506.187500 Penalty: 3145.481445
	Iteration 4Q: 3 clusters Score -1016506 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1016634.937500 Penalty: 3145.481445
	Iteration 5Q: 3 clusters Score -1016635 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1016750.125000 Penalty: 3145.481445
	Iteration 6Q: 3 clusters Score -1016750 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1016839.375000 Penalty: 3145.481445
	Iteration 7Q: 3 clusters Score -1016839 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1016923.062500 Penalty: 3145.481445
	Iteration 8Q: 3 clusters Score -1016923 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1017013.875000 Penalty: 3145.481445
	Iteration 9Q: 3 clusters Score -1017014 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1017112.812500 Penalty: 3145.481445
	Iteration 10Q: 3 clusters Score -1017113 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1017223.062500 Penalty: 3145.481445
	Iteration 11Q: 3 clusters Score -1017223 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1017340.187500 Penalty: 3145.481445
	Iteration 12Q: 3 clusters Score -1017340 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1017489.062500 Penalty: 3145.481445
	Iteration 13Q: 3 clusters Score -1017489 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1017713.750000 Penalty: 3145.481445
	Iteration 14Q: 3 clusters Score -1017714 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1018042.125000 Penalty: 3145.481445
	Iteration 15Q: 3 clusters Score -1018042 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1018471.437500 Penalty: 3145.481445
	Iteration 16Q: 3 clusters Score -1018471 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1018935.812500 Penalty: 3145.481445
	Iteration 17Q: 3 clusters Score -1018936 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1019372.375000 Penalty: 3145.481445
	Iteration 18Q: 3 clusters Score -1019372 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1019783.937500 Penalty: 3145.481445
	Iteration 19Q: 3 clusters Score -1019784 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1020103.750000 Penalty: 3145.481445
	Iteration 20F: 3 clusters Score -1020104 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1020368.062500 Penalty: 3145.481445
	Iteration 21Q: 3 clusters Score -1020368 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1020599.062500 Penalty: 3145.481445
	Iteration 22Q: 3 clusters Score -1020599 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1020798.937500 Penalty: 3145.481445
	Iteration 23Q: 3 clusters Score -1020799 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1020998.375000 Penalty: 3145.481445
	Iteration 24Q: 3 clusters Score -1020998 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1021182.312500 Penalty: 3145.481445
	Iteration 25Q: 3 clusters Score -1021182 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1021327.250000 Penalty: 3145.481445
	Iteration 26Q: 3 clusters Score -1021327 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1021475.250000 Penalty: 3145.481445
	Iteration 27Q: 3 clusters Score -1021475 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1021597.062500 Penalty: 3145.481445
	Iteration 28Q: 3 clusters Score -1021597 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1021679.500000 Penalty: 3145.481445
	Iteration 29Q: 3 clusters Score -1021680 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1021757.875000 Penalty: 3145.481445
	Iteration 30Q: 3 clusters Score -1021758 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1021809.625000 Penalty: 3145.481445
	Iteration 31Q: 3 clusters Score -1021810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1021843.812500 Penalty: 3145.481445
	Iteration 32Q: 3 clusters Score -1021844 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1021868.000000 Penalty: 3145.481445
	Iteration 33Q: 3 clusters Score -1021868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1021906.062500 Penalty: 3145.481445
	Iteration 34Q: 3 clusters Score -1021906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1021929.125000 Penalty: 3145.481445
	Iteration 35Q: 3 clusters Score -1021929 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1021941.062500 Penalty: 3145.481445
	Iteration 36Q: 3 clusters Score -1021941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1021950.937500 Penalty: 3145.481445
	Iteration 37Q: 3 clusters Score -1021951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1021958.437500 Penalty: 3145.481445
	Iteration 38Q: 3 clusters Score -1021958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1021966.250000 Penalty: 3145.481445
	Iteration 39Q: 3 clusters Score -1021966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1021975.937500 Penalty: 3145.481445
	Iteration 40F: 3 clusters Score -1021976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1021985.437500 Penalty: 3145.481445
	Iteration 41Q: 3 clusters Score -1021985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1021992.625000 Penalty: 3145.481445
	Iteration 42Q: 3 clusters Score -1021993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1022000.937500 Penalty: 3145.481445
	Iteration 43Q: 3 clusters Score -1022001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1022002.062500 Penalty: 3145.481445
	Iteration 44Q: 3 clusters Score -1022002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1022006.562500 Penalty: 3145.481445
	Iteration 45Q: 3 clusters Score -1022007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1022011.812500 Penalty: 3145.481445
	Iteration 46Q: 3 clusters Score -1022012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1022013.750000 Penalty: 3145.481445
	Iteration 47Q: 3 clusters Score -1022014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1022012.875000 Penalty: 3145.481445
	Iteration 48Q: 3 clusters Score -1022013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1022013.187500 Penalty: 3145.481445
	Iteration 49Q: 3 clusters Score -1022013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1022014.937500 Penalty: 3145.481445
	Iteration 50Q: 3 clusters Score -1022015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1022019.562500 Penalty: 3145.481445
	Iteration 51Q: 3 clusters Score -1022020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1022020.812500 Penalty: 3145.481445
	Iteration 52Q: 3 clusters Score -1022021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1022023.937500 Penalty: 3145.481445
	Iteration 53Q: 3 clusters Score -1022024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1022026.250000 Penalty: 3145.481445
	Iteration 54Q: 3 clusters Score -1022026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1022027.312500 Penalty: 3145.481445
	Iteration 55Q: 3 clusters Score -1022027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1022027.812500 Penalty: 3145.481445
	Iteration 56Q: 3 clusters Score -1022028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1022031.062500 Penalty: 3145.481445
	Iteration 57Q: 3 clusters Score -1022031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1022032.812500 Penalty: 3145.481445
	Iteration 58Q: 3 clusters Score -1022033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1022032.250000 Penalty: 3145.481445
	Iteration 59Q: 3 clusters Score -1022032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1022032.437500 Penalty: 3145.481445
	Iteration 60F: 3 clusters Score -1022032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Entering Unmasked Estep 
Score: -953925.000000 Penalty: 1559.914307
	Iteration 0F: 2 clusters Score -953925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -943806.875000 Penalty: 3119.828613
	Iteration 0F: 3 clusters Score -943806.9 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -947094.187500 Penalty: 3119.828613
	Iteration 1F: 3 clusters Score -947094.2 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -947308.562500 Penalty: 3119.828613
	Iteration 2Q: 3 clusters Score -947308.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -947489.562500 Penalty: 3119.828613
	Iteration 3Q: 3 clusters Score -947489.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -947659.250000 Penalty: 3119.828613
	Iteration 4Q: 3 clusters Score -947659.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -947862.250000 Penalty: 3119.828613
	Iteration 5Q: 3 clusters Score -947862.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -948122.312500 Penalty: 3119.828613
	Iteration 6Q: 3 clusters Score -948122.3 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -948471.437500 Penalty: 3119.828613
	Iteration 7Q: 3 clusters Score -948471.4 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -948893.375000 Penalty: 3119.828613
	Iteration 8F: 3 clusters Score -948893.4 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -949429.687500 Penalty: 3119.828613
	Iteration 9F: 3 clusters Score -949429.7 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -950158.687500 Penalty: 3119.828613
	Iteration 10F: 3 clusters Score -950158.7 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -951007.562500 Penalty: 3119.828613
	Iteration 11F: 3 clusters Score -951007.6 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -951698.625000 Penalty: 3119.828613
	Iteration 12Q: 3 clusters Score -951698.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -952137.812500 Penalty: 3119.828613
	Iteration 13Q: 3 clusters Score -952137.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -952363.812500 Penalty: 3119.828613
	Iteration 14Q: 3 clusters Score -952363.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -952473.687500 Penalty: 3119.828613
	Iteration 15Q: 3 clusters Score -952473.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -952534.500000 Penalty: 3119.828613
	Iteration 16Q: 3 clusters Score -952534.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -952581.562500 Penalty: 3119.828613
	Iteration 17Q: 3 clusters Score -952581.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -952608.562500 Penalty: 3119.828613
	Iteration 18Q: 3 clusters Score -952608.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -952635.625000 Penalty: 3119.828613
	Iteration 19Q: 3 clusters Score -952635.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -952644.187500 Penalty: 3119.828613
	Iteration 20F: 3 clusters Score -952644.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -952656.250000 Penalty: 3119.828613
	Iteration 21Q: 3 clusters Score -952656.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -952665.875000 Penalty: 3119.828613
	Iteration 22Q: 3 clusters Score -952665.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -952668.312500 Penalty: 3119.828613
	Iteration 23Q: 3 clusters Score -952668.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -952669.812500 Penalty: 3119.828613
	Iteration 24Q: 3 clusters Score -952669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -952669.812500 Penalty: 3119.828613
	Iteration 25F: 3 clusters Score -952669.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Entering Unmasked Estep 
Score: -1182641.500000 Penalty: 1596.981323
	Iteration 0F: 2 clusters Score -1182642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1169947.250000 Penalty: 3193.962646
	Iteration 0F: 3 clusters Score -1169947 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1174935.125000 Penalty: 3193.962646
	Iteration 1F: 3 clusters Score -1174935 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1176022.375000 Penalty: 3193.962646
	Iteration 2F: 3 clusters Score -1176022 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1177252.125000 Penalty: 3193.962646
	Iteration 3F: 3 clusters Score -1177252 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1178561.750000 Penalty: 3193.962646
	Iteration 4F: 3 clusters Score -1178562 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1179664.000000 Penalty: 3193.962646
	Iteration 5F: 3 clusters Score -1179664 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1180573.000000 Penalty: 3193.962646
	Iteration 6F: 3 clusters Score -1180573 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1181204.250000 Penalty: 3193.962646
	Iteration 7Q: 3 clusters Score -1181204 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1181685.000000 Penalty: 3193.962646
	Iteration 8Q: 3 clusters Score -1181685 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -1181981.875000 Penalty: 3193.962646
	Iteration 9Q: 3 clusters Score -1181982 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -1182173.000000 Penalty: 3193.962646
	Iteration 10Q: 3 clusters Score -1182173 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -1182307.750000 Penalty: 3193.962646
	Iteration 11Q: 3 clusters Score -1182308 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -1182378.000000 Penalty: 3193.962646
	Iteration 12Q: 3 clusters Score -1182378 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -1182423.125000 Penalty: 3193.962646
	Iteration 13Q: 3 clusters Score -1182423 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -1182468.750000 Penalty: 3193.962646
	Iteration 14Q: 3 clusters Score -1182469 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -1182496.125000 Penalty: 3193.962646
	Iteration 15Q: 3 clusters Score -1182496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -1182523.250000 Penalty: 3193.962646
	Iteration 16Q: 3 clusters Score -1182523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -1182542.250000 Penalty: 3193.962646
	Iteration 17Q: 3 clusters Score -1182542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -1182559.000000 Penalty: 3193.962646
	Iteration 18Q: 3 clusters Score -1182559 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -1182573.000000 Penalty: 3193.962646
	Iteration 19Q: 3 clusters Score -1182573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -1182581.125000 Penalty: 3193.962646
	Iteration 20F: 3 clusters Score -1182581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -1182586.625000 Penalty: 3193.962646
	Iteration 21Q: 3 clusters Score -1182587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -1182589.000000 Penalty: 3193.962646
	Iteration 22Q: 3 clusters Score -1182589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -1182594.500000 Penalty: 3193.962646
	Iteration 23Q: 3 clusters Score -1182594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -1182595.500000 Penalty: 3193.962646
	Iteration 24Q: 3 clusters Score -1182596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1182595.625000 Penalty: 3193.962646
	Iteration 25Q: 3 clusters Score -1182596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1182595.875000 Penalty: 3193.962646
	Iteration 26Q: 3 clusters Score -1182596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -1182597.500000 Penalty: 3193.962646
	Iteration 27Q: 3 clusters Score -1182598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -1182598.375000 Penalty: 3193.962646
	Iteration 28Q: 3 clusters Score -1182598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -1182599.875000 Penalty: 3193.962646
	Iteration 29Q: 3 clusters Score -1182600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -1182601.000000 Penalty: 3193.962646
	Iteration 30Q: 3 clusters Score -1182601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -1182601.000000 Penalty: 3193.962646
	Iteration 31F: 3 clusters Score -1182601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Entering Unmasked Estep 
Score: -950148.375000 Penalty: 1558.354248
	Iteration 0F: 2 clusters Score -950148.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -939990.875000 Penalty: 3116.708496
	Iteration 0F: 3 clusters Score -939990.9 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -943532.250000 Penalty: 3116.708496
	Iteration 1F: 3 clusters Score -943532.2 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -943766.187500 Penalty: 3116.708496
	Iteration 2Q: 3 clusters Score -943766.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -943939.625000 Penalty: 3116.708496
	Iteration 3Q: 3 clusters Score -943939.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -944109.875000 Penalty: 3116.708496
	Iteration 4Q: 3 clusters Score -944109.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -944304.812500 Penalty: 3116.708496
	Iteration 5Q: 3 clusters Score -944304.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -944561.812500 Penalty: 3116.708496
	Iteration 6Q: 3 clusters Score -944561.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -944886.437500 Penalty: 3116.708496
	Iteration 7Q: 3 clusters Score -944886.4 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -945325.750000 Penalty: 3116.708496
	Iteration 8F: 3 clusters Score -945325.8 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -945861.312500 Penalty: 3116.708496
	Iteration 9F: 3 clusters Score -945861.3 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -946518.687500 Penalty: 3116.708496
	Iteration 10F: 3 clusters Score -946518.7 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -947215.125000 Penalty: 3116.708496
	Iteration 11F: 3 clusters Score -947215.1 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -947749.437500 Penalty: 3116.708496
	Iteration 12Q: 3 clusters Score -947749.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -948104.937500 Penalty: 3116.708496
	Iteration 13Q: 3 clusters Score -948104.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -948316.000000 Penalty: 3116.708496
	Iteration 14Q: 3 clusters Score -948316 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -948433.062500 Penalty: 3116.708496
	Iteration 15Q: 3 clusters Score -948433.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -948511.000000 Penalty: 3116.708496
	Iteration 16Q: 3 clusters Score -948511 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -948576.875000 Penalty: 3116.708496
	Iteration 17Q: 3 clusters Score -948576.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -948630.812500 Penalty: 3116.708496
	Iteration 18Q: 3 clusters Score -948630.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -948682.187500 Penalty: 3116.708496
	Iteration 19Q: 3 clusters Score -948682.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -948716.500000 Penalty: 3116.708496
	Iteration 20F: 3 clusters Score -948716.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -948747.750000 Penalty: 3116.708496
	Iteration 21Q: 3 clusters Score -948747.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -948763.000000 Penalty: 3116.708496
	Iteration 22Q: 3 clusters Score -948763 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -948770.500000 Penalty: 3116.708496
	Iteration 23Q: 3 clusters Score -948770.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -948782.812500 Penalty: 3116.708496
	Iteration 24Q: 3 clusters Score -948782.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -948787.125000 Penalty: 3116.708496
	Iteration 25Q: 3 clusters Score -948787.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -948789.562500 Penalty: 3116.708496
	Iteration 26Q: 3 clusters Score -948789.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -948790.875000 Penalty: 3116.708496
	Iteration 27Q: 3 clusters Score -948790.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -948788.687500 Penalty: 3116.708496
	Iteration 28Q: 3 clusters Score -948788.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -948789.125000 Penalty: 3116.708496
	Iteration 29Q: 3 clusters Score -948789.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -948794.125000 Penalty: 3116.708496
	Iteration 30Q: 3 clusters Score -948794.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -948795.812500 Penalty: 3116.708496
	Iteration 31Q: 3 clusters Score -948795.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -948803.437500 Penalty: 3116.708496
	Iteration 32Q: 3 clusters Score -948803.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -948803.562500 Penalty: 3116.708496
	Iteration 33Q: 3 clusters Score -948803.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -948806.687500 Penalty: 3116.708496
	Iteration 34Q: 3 clusters Score -948806.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -948805.937500 Penalty: 3116.708496
	Iteration 35Q: 3 clusters Score -948805.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -948810.875000 Penalty: 3116.708496
	Iteration 36Q: 3 clusters Score -948810.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -948809.250000 Penalty: 3116.708496
	Iteration 37Q: 3 clusters Score -948809.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -948814.125000 Penalty: 3116.708496
	Iteration 38Q: 3 clusters Score -948814.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -948814.875000 Penalty: 3116.708496
	Iteration 39Q: 3 clusters Score -948814.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -948814.875000 Penalty: 3116.708496
	Iteration 40F: 3 clusters Score -948814.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -948816.937500 Penalty: 3116.708496
	Iteration 41Q: 3 clusters Score -948816.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -948817.500000 Penalty: 3116.708496
	Iteration 42Q: 3 clusters Score -948817.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -948817.500000 Penalty: 3116.708496
	Iteration 43F: 3 clusters Score -948817.5 nChanged 0
--- Evaluating fit on full set of 2048086 points ---
Entering Unmasked Estep 
Score: -124227400.000000 Penalty: 33061.246094
22->15 Clusters: Score -124227400.000000, best is -125488632.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 682695 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 30987 members 
Mstep: Class 3 contains 31328 members 
Mstep: Class 4 contains 31269 members 
Mstep: Class 5 contains 31188 members 
Mstep: Class 6 contains 31315 members 
Mstep: Class 7 contains 30989 members 
Mstep: Class 8 contains 30840 members 
Mstep: Class 9 contains 30991 members 
Mstep: Class 10 contains 30838 members 
Mstep: Class 11 contains 30868 members 
Mstep: Class 12 contains 30974 members 
Mstep: Class 13 contains 31065 members 
Mstep: Class 14 contains 31035 members 
Mstep: Class 15 contains 30794 members 
Mstep: Class 16 contains 31341 members 
Mstep: Class 17 contains 30823 members 
Mstep: Class 18 contains 30975 members 
Mstep: Class 19 contains 31037 members 
Mstep: Class 20 contains 31092 members 
Mstep: Class 21 contains 30966 members 
Mstep: Class 22 contains 30841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 772.488037 but Gain 2182.992188
Score: -39450856.000000 Penalty: 45842.855469
Iteration 0F: 22 clusters Score -3.945086e+07 nChanged 645901
Entering Unmasked Mstep 
Mstep: Class 0 contains 276 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 3 contains 33563 members 
Mstep: Class 4 contains 47418 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 51493 members 
Mstep: Class 7 contains 22731 members 
Mstep: Class 8 contains 31981 members 
Mstep: Class 9 contains 26157 members 
Mstep: Class 10 contains 25496 members 
Mstep: Class 11 contains 25444 members 
Mstep: Class 12 contains 44934 members 
Mstep: Class 13 contains 36436 members 
Mstep: Class 14 contains 47788 members 
Mstep: Class 15 contains 19368 members 
Mstep: Class 16 contains 43042 members 
Mstep: Class 17 contains 23421 members 
Mstep: Class 18 contains 28442 members 
Mstep: Class 19 contains 28164 members 
Mstep: Class 20 contains 32760 members 
Mstep: Class 21 contains 28413 members 
Mstep: Class 22 contains 27269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40896140.000000 Penalty: 45842.855469
Iteration 1F: 22 clusters Score -4.089614e+07 nChanged 163959
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 3 contains 34192 members 
Mstep: Class 4 contains 53857 members 
Mstep: Class 5 contains 21197 members 
Mstep: Class 6 contains 58790 members 
Mstep: Class 7 contains 19784 members 
Mstep: Class 8 contains 32437 members 
Mstep: Class 9 contains 26669 members 
Mstep: Class 10 contains 24036 members 
Mstep: Class 11 contains 20358 members 
Mstep: Class 12 contains 50341 members 
Mstep: Class 13 contains 38229 members 
Mstep: Class 14 contains 56016 members 
Mstep: Class 15 contains 16777 members 
Mstep: Class 16 contains 44363 members 
Mstep: Class 17 contains 20216 members 
Mstep: Class 18 contains 24896 members 
Mstep: Class 19 contains 28567 members 
Mstep: Class 20 contains 28242 members 
Mstep: Class 21 contains 24500 members 
Mstep: Class 22 contains 26424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41055224.000000 Penalty: 45842.855469
Iteration 2F: 22 clusters Score -4.105522e+07 nChanged 134158
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 3 contains 34388 members 
Mstep: Class 4 contains 58979 members 
Mstep: Class 5 contains 18141 members 
Mstep: Class 6 contains 63561 members 
Mstep: Class 7 contains 17719 members 
Mstep: Class 8 contains 31346 members 
Mstep: Class 9 contains 26118 members 
Mstep: Class 10 contains 22278 members 
Mstep: Class 11 contains 16208 members 
Mstep: Class 12 contains 54888 members 
Mstep: Class 13 contains 39277 members 
Mstep: Class 14 contains 63177 members 
Mstep: Class 15 contains 15494 members 
Mstep: Class 16 contains 43239 members 
Mstep: Class 17 contains 19139 members 
Mstep: Class 18 contains 21819 members 
Mstep: Class 19 contains 31491 members 
Mstep: Class 20 contains 24711 members 
Mstep: Class 21 contains 23607 members 
Mstep: Class 22 contains 25069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41165064.000000 Penalty: 45842.855469
Iteration 3F: 22 clusters Score -4.116506e+07 nChanged 112687
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 3 contains 33718 members 
Mstep: Class 4 contains 63414 members 
Mstep: Class 5 contains 15557 members 
Mstep: Class 6 contains 66218 members 
Mstep: Class 7 contains 16542 members 
Mstep: Class 8 contains 29433 members 
Mstep: Class 9 contains 25205 members 
Mstep: Class 10 contains 20671 members 
Mstep: Class 11 contains 12387 members 
Mstep: Class 12 contains 59740 members 
Mstep: Class 13 contains 39546 members 
Mstep: Class 14 contains 69732 members 
Mstep: Class 15 contains 14943 members 
Mstep: Class 16 contains 40000 members 
Mstep: Class 17 contains 18434 members 
Mstep: Class 18 contains 19720 members 
Mstep: Class 19 contains 37072 members 
Mstep: Class 20 contains 23279 members 
Mstep: Class 21 contains 24489 members 
Mstep: Class 22 contains 22769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41251996.000000 Penalty: 45842.855469
Iteration 4F: 22 clusters Score -4.1252e+07 nChanged 101420
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 3 contains 32546 members 
Mstep: Class 4 contains 67773 members 
Mstep: Class 5 contains 12917 members 
Mstep: Class 6 contains 67674 members 
Mstep: Class 7 contains 15612 members 
Mstep: Class 8 contains 27295 members 
Mstep: Class 9 contains 24091 members 
Mstep: Class 10 contains 19275 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 65678 members 
Mstep: Class 13 contains 38876 members 
Mstep: Class 14 contains 75960 members 
Mstep: Class 15 contains 14956 members 
Mstep: Class 16 contains 35105 members 
Mstep: Class 17 contains 17749 members 
Mstep: Class 18 contains 17420 members 
Mstep: Class 19 contains 45339 members 
Mstep: Class 20 contains 23206 members 
Mstep: Class 21 contains 25951 members 
Mstep: Class 22 contains 19653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41327472.000000 Penalty: 45842.855469
Iteration 5F: 22 clusters Score -4.132747e+07 nChanged 93567
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 3 contains 31486 members 
Mstep: Class 4 contains 72460 members 
Mstep: Class 5 contains 10271 members 
Mstep: Class 6 contains 67741 members 
Mstep: Class 7 contains 14559 members 
Mstep: Class 8 contains 25300 members 
Mstep: Class 9 contains 22543 members 
Mstep: Class 10 contains 17893 members 
Mstep: Class 11 contains 6055 members 
Mstep: Class 12 contains 72483 members 
Mstep: Class 13 contains 37571 members 
Mstep: Class 14 contains 82191 members 
Mstep: Class 15 contains 15126 members 
Mstep: Class 16 contains 29343 members 
Mstep: Class 17 contains 17184 members 
Mstep: Class 18 contains 14656 members 
Mstep: Class 19 contains 55276 members 
Mstep: Class 20 contains 24076 members 
Mstep: Class 21 contains 27613 members 
Mstep: Class 22 contains 16091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41398156.000000 Penalty: 45842.855469
Iteration 6F: 22 clusters Score -4.139816e+07 nChanged 86490
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 3 contains 31255 members 
Mstep: Class 4 contains 77420 members 
Mstep: Class 5 contains 7960 members 
Mstep: Class 6 contains 66463 members 
Mstep: Class 7 contains 13374 members 
Mstep: Class 8 contains 23871 members 
Mstep: Class 9 contains 20621 members 
Mstep: Class 10 contains 16362 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 78599 members 
Mstep: Class 13 contains 35361 members 
Mstep: Class 14 contains 88902 members 
Mstep: Class 15 contains 15127 members 
Mstep: Class 16 contains 23266 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 11700 members 
Mstep: Class 19 contains 65750 members 
Mstep: Class 20 contains 25663 members 
Mstep: Class 21 contains 29382 members 
Mstep: Class 22 contains 12321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41461016.000000 Penalty: 45842.855469
Iteration 7F: 22 clusters Score -4.146102e+07 nChanged 78733
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 3 contains 31994 members 
Mstep: Class 4 contains 82598 members 
Mstep: Class 5 contains 6023 members 
Mstep: Class 6 contains 63771 members 
Mstep: Class 7 contains 12195 members 
Mstep: Class 8 contains 23221 members 
Mstep: Class 9 contains 18183 members 
Mstep: Class 10 contains 14713 members 
Mstep: Class 11 contains 2363 members 
Mstep: Class 12 contains 83549 members 
Mstep: Class 13 contains 32060 members 
Mstep: Class 14 contains 96265 members 
Mstep: Class 15 contains 15009 members 
Mstep: Class 16 contains 17488 members 
Mstep: Class 17 contains 16516 members 
Mstep: Class 18 contains 8887 members 
Mstep: Class 19 contains 75670 members 
Mstep: Class 20 contains 27673 members 
Mstep: Class 21 contains 31184 members 
Mstep: Class 22 contains 8718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1657.379395 but Gain 2182.992188
Score: -41517104.000000 Penalty: 43659.863281
Iteration 8F: 21 clusters Score -4.15171e+07 nChanged 71423
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 3 contains 33459 members 
Mstep: Class 4 contains 87921 members 
Mstep: Class 5 contains 4475 members 
Mstep: Class 6 contains 59819 members 
Mstep: Class 7 contains 10947 members 
Mstep: Class 8 contains 23245 members 
Mstep: Class 9 contains 15447 members 
Mstep: Class 10 contains 13115 members 
Mstep: Class 12 contains 87131 members 
Mstep: Class 13 contains 27842 members 
Mstep: Class 14 contains 104602 members 
Mstep: Class 15 contains 14755 members 
Mstep: Class 16 contains 12567 members 
Mstep: Class 17 contains 16252 members 
Mstep: Class 18 contains 6506 members 
Mstep: Class 19 contains 84417 members 
Mstep: Class 20 contains 29901 members 
Mstep: Class 21 contains 33305 members 
Mstep: Class 22 contains 5780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41567204.000000 Penalty: 43659.863281
Iteration 9F: 21 clusters Score -4.15672e+07 nChanged 60152
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 3 contains 35029 members 
Mstep: Class 4 contains 92224 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 54717 members 
Mstep: Class 7 contains 9703 members 
Mstep: Class 8 contains 23670 members 
Mstep: Class 9 contains 12540 members 
Mstep: Class 10 contains 11572 members 
Mstep: Class 12 contains 89273 members 
Mstep: Class 13 contains 23407 members 
Mstep: Class 14 contains 113271 members 
Mstep: Class 15 contains 14438 members 
Mstep: Class 16 contains 8733 members 
Mstep: Class 17 contains 15834 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 91144 members 
Mstep: Class 20 contains 31921 members 
Mstep: Class 21 contains 34997 members 
Mstep: Class 22 contains 3736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41605764.000000 Penalty: 43659.863281
Iteration 10F: 21 clusters Score -4.160576e+07 nChanged 50577
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 3 contains 36376 members 
Mstep: Class 4 contains 95723 members 
Mstep: Class 5 contains 2378 members 
Mstep: Class 6 contains 49034 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 24313 members 
Mstep: Class 9 contains 9756 members 
Mstep: Class 10 contains 10275 members 
Mstep: Class 12 contains 90647 members 
Mstep: Class 13 contains 18955 members 
Mstep: Class 14 contains 121720 members 
Mstep: Class 15 contains 14045 members 
Mstep: Class 16 contains 6226 members 
Mstep: Class 17 contains 15368 members 
Mstep: Class 18 contains 3256 members 
Mstep: Class 19 contains 96428 members 
Mstep: Class 20 contains 33755 members 
Mstep: Class 21 contains 36721 members 
Mstep: Class 22 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1844.401001 but Gain 2182.996094
Score: -41637244.000000 Penalty: 41476.867188
Iteration 11F: 20 clusters Score -4.163724e+07 nChanged 43163
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 3 contains 37419 members 
Mstep: Class 4 contains 98575 members 
Mstep: Class 6 contains 43713 members 
Mstep: Class 7 contains 7574 members 
Mstep: Class 8 contains 25117 members 
Mstep: Class 9 contains 7514 members 
Mstep: Class 10 contains 9325 members 
Mstep: Class 12 contains 91606 members 
Mstep: Class 13 contains 14934 members 
Mstep: Class 14 contains 129130 members 
Mstep: Class 15 contains 13670 members 
Mstep: Class 16 contains 4564 members 
Mstep: Class 17 contains 14992 members 
Mstep: Class 18 contains 2262 members 
Mstep: Class 19 contains 100985 members 
Mstep: Class 20 contains 35316 members 
Mstep: Class 21 contains 38788 members 
Mstep: Class 22 contains 1720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1657.933228 but Gain 2182.992188
Score: -41663508.000000 Penalty: 39293.875000
Iteration 12F: 19 clusters Score -4.166351e+07 nChanged 35067
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 3 contains 38056 members 
Mstep: Class 4 contains 100629 members 
Mstep: Class 6 contains 39142 members 
Mstep: Class 7 contains 6638 members 
Mstep: Class 8 contains 25804 members 
Mstep: Class 9 contains 5714 members 
Mstep: Class 10 contains 8711 members 
Mstep: Class 12 contains 91912 members 
Mstep: Class 13 contains 11740 members 
Mstep: Class 14 contains 135460 members 
Mstep: Class 15 contains 13145 members 
Mstep: Class 16 contains 3390 members 
Mstep: Class 17 contains 14585 members 
Mstep: Class 19 contains 104845 members 
Mstep: Class 20 contains 36622 members 
Mstep: Class 21 contains 40370 members 
Mstep: Class 22 contains 1326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2023.855591 but Gain 2182.992188
Score: -41681272.000000 Penalty: 37110.882812
Iteration 13F: 18 clusters Score -4.168127e+07 nChanged 27437
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 3 contains 38544 members 
Mstep: Class 4 contains 101611 members 
Mstep: Class 6 contains 34840 members 
Mstep: Class 7 contains 5865 members 
Mstep: Class 8 contains 26529 members 
Mstep: Class 9 contains 4393 members 
Mstep: Class 10 contains 8363 members 
Mstep: Class 12 contains 92137 members 
Mstep: Class 13 contains 9322 members 
Mstep: Class 14 contains 140507 members 
Mstep: Class 15 contains 12619 members 
Mstep: Class 16 contains 2631 members 
Mstep: Class 17 contains 14235 members 
Mstep: Class 19 contains 108510 members 
Mstep: Class 20 contains 36985 members 
Mstep: Class 21 contains 41621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693468.000000 Penalty: 37110.882812
Iteration 14Q: 18 clusters Score -4.169347e+07 nChanged 21390
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 3 contains 38812 members 
Mstep: Class 4 contains 101934 members 
Mstep: Class 6 contains 30953 members 
Mstep: Class 7 contains 5263 members 
Mstep: Class 8 contains 27237 members 
Mstep: Class 9 contains 3497 members 
Mstep: Class 10 contains 8169 members 
Mstep: Class 12 contains 92137 members 
Mstep: Class 13 contains 7501 members 
Mstep: Class 14 contains 144619 members 
Mstep: Class 15 contains 12163 members 
Mstep: Class 16 contains 2097 members 
Mstep: Class 17 contains 13921 members 
Mstep: Class 19 contains 111107 members 
Mstep: Class 20 contains 37092 members 
Mstep: Class 21 contains 42680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41701360.000000 Penalty: 37110.882812
Iteration 15Q: 18 clusters Score -4.170136e+07 nChanged 17947
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 3 contains 38982 members 
Mstep: Class 4 contains 101650 members 
Mstep: Class 6 contains 27395 members 
Mstep: Class 7 contains 4771 members 
Mstep: Class 8 contains 27986 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 8082 members 
Mstep: Class 12 contains 92105 members 
Mstep: Class 13 contains 6117 members 
Mstep: Class 14 contains 148145 members 
Mstep: Class 15 contains 11773 members 
Mstep: Class 16 contains 1791 members 
Mstep: Class 17 contains 13612 members 
Mstep: Class 19 contains 113688 members 
Mstep: Class 20 contains 36976 members 
Mstep: Class 21 contains 43613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2093.866455 but Gain 2182.992188
Score: -41707840.000000 Penalty: 34927.890625
Iteration 16Q: 17 clusters Score -4.170784e+07 nChanged 16798
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 3 contains 39179 members 
Mstep: Class 4 contains 101308 members 
Mstep: Class 6 contains 24182 members 
Mstep: Class 7 contains 4388 members 
Mstep: Class 8 contains 28712 members 
Mstep: Class 9 contains 2425 members 
Mstep: Class 10 contains 8083 members 
Mstep: Class 12 contains 92420 members 
Mstep: Class 13 contains 5146 members 
Mstep: Class 14 contains 151306 members 
Mstep: Class 15 contains 11430 members 
Mstep: Class 17 contains 13363 members 
Mstep: Class 19 contains 116359 members 
Mstep: Class 20 contains 36816 members 
Mstep: Class 21 contains 44749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41714652.000000 Penalty: 34927.890625
Iteration 17Q: 17 clusters Score -4.171465e+07 nChanged 13741
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 3 contains 39247 members 
Mstep: Class 4 contains 100320 members 
Mstep: Class 6 contains 21221 members 
Mstep: Class 7 contains 4074 members 
Mstep: Class 8 contains 29321 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 8076 members 
Mstep: Class 12 contains 92414 members 
Mstep: Class 13 contains 4309 members 
Mstep: Class 14 contains 154016 members 
Mstep: Class 15 contains 11115 members 
Mstep: Class 17 contains 13074 members 
Mstep: Class 19 contains 118771 members 
Mstep: Class 20 contains 36458 members 
Mstep: Class 21 contains 45626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1989.765259 but Gain 2182.994141
Score: -41718700.000000 Penalty: 32744.896484
Iteration 18Q: 16 clusters Score -4.17187e+07 nChanged 14013
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 3 contains 39459 members 
Mstep: Class 4 contains 99596 members 
Mstep: Class 6 contains 18626 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 30058 members 
Mstep: Class 10 contains 8087 members 
Mstep: Class 12 contains 92575 members 
Mstep: Class 13 contains 3666 members 
Mstep: Class 14 contains 156524 members 
Mstep: Class 15 contains 10987 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 19 contains 121443 members 
Mstep: Class 20 contains 36150 members 
Mstep: Class 21 contains 46500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41724800.000000 Penalty: 32744.896484
Iteration 19Q: 16 clusters Score -4.17248e+07 nChanged 11326
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 3 contains 39442 members 
Mstep: Class 4 contains 98117 members 
Mstep: Class 6 contains 16209 members 
Mstep: Class 7 contains 3668 members 
Mstep: Class 8 contains 30610 members 
Mstep: Class 10 contains 8100 members 
Mstep: Class 12 contains 92530 members 
Mstep: Class 13 contains 3110 members 
Mstep: Class 14 contains 158725 members 
Mstep: Class 15 contains 10877 members 
Mstep: Class 17 contains 12435 members 
Mstep: Class 19 contains 123844 members 
Mstep: Class 20 contains 35633 members 
Mstep: Class 21 contains 47142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41728260.000000 Penalty: 32744.896484
Iteration 20F: 16 clusters Score -4.172826e+07 nChanged 10648
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 3 contains 39387 members 
Mstep: Class 4 contains 96465 members 
Mstep: Class 6 contains 13980 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 31148 members 
Mstep: Class 10 contains 8109 members 
Mstep: Class 12 contains 92450 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 160832 members 
Mstep: Class 15 contains 10831 members 
Mstep: Class 17 contains 12112 members 
Mstep: Class 19 contains 126335 members 
Mstep: Class 20 contains 35015 members 
Mstep: Class 21 contains 47755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41731612.000000 Penalty: 32744.896484
Iteration 21Q: 16 clusters Score -4.173161e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 3 contains 39291 members 
Mstep: Class 4 contains 94707 members 
Mstep: Class 6 contains 12023 members 
Mstep: Class 7 contains 3403 members 
Mstep: Class 8 contains 31597 members 
Mstep: Class 10 contains 8116 members 
Mstep: Class 12 contains 92382 members 
Mstep: Class 13 contains 2348 members 
Mstep: Class 14 contains 162760 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 17 contains 11799 members 
Mstep: Class 19 contains 128962 members 
Mstep: Class 20 contains 34310 members 
Mstep: Class 21 contains 48241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41734360.000000 Penalty: 32744.896484
Iteration 22Q: 16 clusters Score -4.173436e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 3 contains 39167 members 
Mstep: Class 4 contains 92867 members 
Mstep: Class 6 contains 10260 members 
Mstep: Class 7 contains 3280 members 
Mstep: Class 8 contains 31976 members 
Mstep: Class 10 contains 8123 members 
Mstep: Class 12 contains 92230 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 164585 members 
Mstep: Class 15 contains 10886 members 
Mstep: Class 17 contains 11473 members 
Mstep: Class 19 contains 131810 members 
Mstep: Class 20 contains 33563 members 
Mstep: Class 21 contains 48571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41736836.000000 Penalty: 32744.896484
Iteration 23Q: 16 clusters Score -4.173684e+07 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 3 contains 39001 members 
Mstep: Class 4 contains 91054 members 
Mstep: Class 6 contains 8660 members 
Mstep: Class 7 contains 3201 members 
Mstep: Class 8 contains 32248 members 
Mstep: Class 10 contains 8127 members 
Mstep: Class 12 contains 92106 members 
Mstep: Class 13 contains 1849 members 
Mstep: Class 14 contains 166367 members 
Mstep: Class 15 contains 11011 members 
Mstep: Class 17 contains 11149 members 
Mstep: Class 19 contains 134707 members 
Mstep: Class 20 contains 32751 members 
Mstep: Class 21 contains 48719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2073.544189 but Gain 2182.994141
Score: -41739400.000000 Penalty: 30561.902344
Iteration 24Q: 15 clusters Score -4.17394e+07 nChanged 10543
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 3 contains 38848 members 
Mstep: Class 4 contains 90320 members 
Mstep: Class 6 contains 7318 members 
Mstep: Class 7 contains 3180 members 
Mstep: Class 8 contains 32480 members 
Mstep: Class 10 contains 8118 members 
Mstep: Class 12 contains 92049 members 
Mstep: Class 14 contains 168219 members 
Mstep: Class 15 contains 11152 members 
Mstep: Class 17 contains 10819 members 
Mstep: Class 19 contains 137903 members 
Mstep: Class 20 contains 31919 members 
Mstep: Class 21 contains 48714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2122.055420 but Gain 2182.992188
Score: -41743908.000000 Penalty: 28378.910156
Iteration 25Q: 14 clusters Score -4.174391e+07 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 3 contains 38695 members 
Mstep: Class 4 contains 89166 members 
Mstep: Class 6 contains 6171 members 
Mstep: Class 7 contains 3174 members 
Mstep: Class 8 contains 32765 members 
Mstep: Class 10 contains 8104 members 
Mstep: Class 12 contains 91955 members 
Mstep: Class 14 contains 169624 members 
Mstep: Class 15 contains 11402 members 
Mstep: Class 17 contains 10470 members 
Mstep: Class 19 contains 141578 members 
Mstep: Class 20 contains 31022 members 
Mstep: Class 21 contains 48564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747548.000000 Penalty: 28378.910156
Iteration 26Q: 14 clusters Score -4.174755e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 3 contains 38407 members 
Mstep: Class 4 contains 87692 members 
Mstep: Class 6 contains 5136 members 
Mstep: Class 7 contains 3097 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 10 contains 8083 members 
Mstep: Class 12 contains 91638 members 
Mstep: Class 14 contains 170930 members 
Mstep: Class 15 contains 11692 members 
Mstep: Class 17 contains 10107 members 
Mstep: Class 19 contains 145141 members 
Mstep: Class 20 contains 30016 members 
Mstep: Class 21 contains 47955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749396.000000 Penalty: 28378.910156
Iteration 27Q: 14 clusters Score -4.17494e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 3 contains 38071 members 
Mstep: Class 4 contains 86319 members 
Mstep: Class 6 contains 4273 members 
Mstep: Class 7 contains 3030 members 
Mstep: Class 8 contains 32773 members 
Mstep: Class 10 contains 8058 members 
Mstep: Class 12 contains 91283 members 
Mstep: Class 14 contains 172199 members 
Mstep: Class 15 contains 11962 members 
Mstep: Class 17 contains 9773 members 
Mstep: Class 19 contains 148737 members 
Mstep: Class 20 contains 28944 members 
Mstep: Class 21 contains 47268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41750900.000000 Penalty: 28378.910156
Iteration 28Q: 14 clusters Score -4.17509e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 3 contains 37702 members 
Mstep: Class 4 contains 85080 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 32729 members 
Mstep: Class 10 contains 8022 members 
Mstep: Class 12 contains 90864 members 
Mstep: Class 14 contains 173380 members 
Mstep: Class 15 contains 12254 members 
Mstep: Class 17 contains 9450 members 
Mstep: Class 19 contains 152337 members 
Mstep: Class 20 contains 27887 members 
Mstep: Class 21 contains 46482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41752520.000000 Penalty: 28378.910156
Iteration 29Q: 14 clusters Score -4.175252e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 37360 members 
Mstep: Class 4 contains 83986 members 
Mstep: Class 6 contains 2892 members 
Mstep: Class 7 contains 2943 members 
Mstep: Class 8 contains 32652 members 
Mstep: Class 10 contains 7972 members 
Mstep: Class 12 contains 90417 members 
Mstep: Class 14 contains 174392 members 
Mstep: Class 15 contains 12523 members 
Mstep: Class 17 contains 9181 members 
Mstep: Class 19 contains 156075 members 
Mstep: Class 20 contains 26723 members 
Mstep: Class 21 contains 45575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41753928.000000 Penalty: 28378.910156
Iteration 30Q: 14 clusters Score -4.175393e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 36985 members 
Mstep: Class 4 contains 82958 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 32557 members 
Mstep: Class 10 contains 7939 members 
Mstep: Class 12 contains 89962 members 
Mstep: Class 14 contains 175156 members 
Mstep: Class 15 contains 12803 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 19 contains 159870 members 
Mstep: Class 20 contains 25638 members 
Mstep: Class 21 contains 44613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2155.990479 but Gain 2182.994141
Score: -41755432.000000 Penalty: 26195.916016
Iteration 31Q: 13 clusters Score -4.175543e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 36666 members 
Mstep: Class 4 contains 82130 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 32448 members 
Mstep: Class 10 contains 7905 members 
Mstep: Class 12 contains 89615 members 
Mstep: Class 14 contains 177039 members 
Mstep: Class 15 contains 13049 members 
Mstep: Class 17 contains 8750 members 
Mstep: Class 19 contains 164006 members 
Mstep: Class 20 contains 24671 members 
Mstep: Class 21 contains 43596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41758816.000000 Penalty: 26195.916016
Iteration 32Q: 13 clusters Score -4.175882e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 36269 members 
Mstep: Class 4 contains 81137 members 
Mstep: Class 7 contains 2769 members 
Mstep: Class 8 contains 32252 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 12 contains 89064 members 
Mstep: Class 14 contains 177740 members 
Mstep: Class 15 contains 13254 members 
Mstep: Class 17 contains 8577 members 
Mstep: Class 19 contains 167765 members 
Mstep: Class 20 contains 23593 members 
Mstep: Class 21 contains 42401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41760012.000000 Penalty: 26195.916016
Iteration 33Q: 13 clusters Score -4.176001e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 35857 members 
Mstep: Class 4 contains 80294 members 
Mstep: Class 7 contains 2750 members 
Mstep: Class 8 contains 32062 members 
Mstep: Class 10 contains 7830 members 
Mstep: Class 12 contains 88472 members 
Mstep: Class 14 contains 178228 members 
Mstep: Class 15 contains 13470 members 
Mstep: Class 17 contains 8414 members 
Mstep: Class 19 contains 171551 members 
Mstep: Class 20 contains 22578 members 
Mstep: Class 21 contains 41185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41760948.000000 Penalty: 26195.916016
Iteration 34Q: 13 clusters Score -4.176095e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 35457 members 
Mstep: Class 4 contains 79561 members 
Mstep: Class 7 contains 2721 members 
Mstep: Class 8 contains 31852 members 
Mstep: Class 10 contains 7784 members 
Mstep: Class 12 contains 87937 members 
Mstep: Class 14 contains 178600 members 
Mstep: Class 15 contains 13680 members 
Mstep: Class 17 contains 8252 members 
Mstep: Class 19 contains 175307 members 
Mstep: Class 20 contains 21565 members 
Mstep: Class 21 contains 39975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41761728.000000 Penalty: 26195.916016
Iteration 35Q: 13 clusters Score -4.176173e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 35040 members 
Mstep: Class 4 contains 78837 members 
Mstep: Class 7 contains 2702 members 
Mstep: Class 8 contains 31646 members 
Mstep: Class 10 contains 7747 members 
Mstep: Class 12 contains 87399 members 
Mstep: Class 14 contains 178859 members 
Mstep: Class 15 contains 13883 members 
Mstep: Class 17 contains 8105 members 
Mstep: Class 19 contains 179222 members 
Mstep: Class 20 contains 20530 members 
Mstep: Class 21 contains 38721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41762792.000000 Penalty: 26195.916016
Iteration 36Q: 13 clusters Score -4.176279e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 34627 members 
Mstep: Class 4 contains 78224 members 
Mstep: Class 7 contains 2677 members 
Mstep: Class 8 contains 31432 members 
Mstep: Class 10 contains 7718 members 
Mstep: Class 12 contains 86883 members 
Mstep: Class 14 contains 178944 members 
Mstep: Class 15 contains 14017 members 
Mstep: Class 17 contains 8001 members 
Mstep: Class 19 contains 183189 members 
Mstep: Class 20 contains 19510 members 
Mstep: Class 21 contains 37469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41763792.000000 Penalty: 26195.916016
Iteration 37Q: 13 clusters Score -4.176379e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 34235 members 
Mstep: Class 4 contains 77632 members 
Mstep: Class 7 contains 2652 members 
Mstep: Class 8 contains 31216 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 12 contains 86368 members 
Mstep: Class 14 contains 178869 members 
Mstep: Class 15 contains 14169 members 
Mstep: Class 17 contains 7899 members 
Mstep: Class 19 contains 187231 members 
Mstep: Class 20 contains 18521 members 
Mstep: Class 21 contains 36200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764700.000000 Penalty: 26195.916016
Iteration 38Q: 13 clusters Score -4.17647e+07 nChanged 5145
Entering ConstructFrom: 
Score: -41764700.000000 Penalty: 26195.916016
Entering ConstructFrom: 
Trying to split cluster 3 (33863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Entering Unmasked Estep 
Score: -2174543.000000 Penalty: 1694.887817
	Iteration 0F: 2 clusters Score -2174543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2151781.750000 Penalty: 3389.775635
	Iteration 0F: 3 clusters Score -2151782 nChanged 15635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2160569.000000 Penalty: 3389.775635
	Iteration 1F: 3 clusters Score -2160569 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2161101.000000 Penalty: 3389.775635
	Iteration 2Q: 3 clusters Score -2161101 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2161747.500000 Penalty: 3389.775635
	Iteration 3Q: 3 clusters Score -2161748 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -2162724.250000 Penalty: 3389.775635
	Iteration 4F: 3 clusters Score -2162724 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -2164308.500000 Penalty: 3389.775635
	Iteration 5F: 3 clusters Score -2164308 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -2166480.000000 Penalty: 3389.775635
	Iteration 6F: 3 clusters Score -2166480 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -2168852.000000 Penalty: 3389.775635
	Iteration 7F: 3 clusters Score -2168852 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -2170775.500000 Penalty: 3389.775635
	Iteration 8F: 3 clusters Score -2170776 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -2171875.000000 Penalty: 3389.775635
	Iteration 9Q: 3 clusters Score -2171875 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -2172444.250000 Penalty: 3389.775635
	Iteration 10Q: 3 clusters Score -2172444 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -2172718.500000 Penalty: 3389.775635
	Iteration 11Q: 3 clusters Score -2172718 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -2172844.500000 Penalty: 3389.775635
	Iteration 12Q: 3 clusters Score -2172844 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -2172943.000000 Penalty: 3389.775635
	Iteration 13Q: 3 clusters Score -2172943 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -2172992.750000 Penalty: 3389.775635
	Iteration 14Q: 3 clusters Score -2172993 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -2173015.250000 Penalty: 3389.775635
	Iteration 15Q: 3 clusters Score -2173015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -2173032.750000 Penalty: 3389.775635
	Iteration 16Q: 3 clusters Score -2173033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -2173037.250000 Penalty: 3389.775635
	Iteration 17Q: 3 clusters Score -2173037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -2173046.000000 Penalty: 3389.775635
	Iteration 18Q: 3 clusters Score -2173046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -2173052.250000 Penalty: 3389.775635
	Iteration 19Q: 3 clusters Score -2173052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -2173056.500000 Penalty: 3389.775635
	Iteration 20F: 3 clusters Score -2173056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -2173065.000000 Penalty: 3389.775635
	Iteration 21Q: 3 clusters Score -2173065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -2173073.000000 Penalty: 3389.775635
	Iteration 22Q: 3 clusters Score -2173073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -2173079.500000 Penalty: 3389.775635
	Iteration 23Q: 3 clusters Score -2173080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -2173081.250000 Penalty: 3389.775635
	Iteration 24Q: 3 clusters Score -2173081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -2173090.750000 Penalty: 3389.775635
	Iteration 25Q: 3 clusters Score -2173091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -2173093.500000 Penalty: 3389.775635
	Iteration 26Q: 3 clusters Score -2173094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -2173095.250000 Penalty: 3389.775635
	Iteration 27Q: 3 clusters Score -2173095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -2173094.500000 Penalty: 3389.775635
	Iteration 28Q: 3 clusters Score -2173094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -2173097.250000 Penalty: 3389.775635
	Iteration 29Q: 3 clusters Score -2173097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -2173096.000000 Penalty: 3389.775635
	Iteration 30Q: 3 clusters Score -2173096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -2173096.000000 Penalty: 3389.775635
	Iteration 31F: 3 clusters Score -2173096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (77100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77100 members 
Entering Unmasked Estep 
Score: -4910330.500000 Penalty: 1828.589478
	Iteration 0F: 2 clusters Score -4910330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -4858914.500000 Penalty: 3657.178955
	Iteration 0F: 3 clusters Score -4858914 nChanged 36731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -4881245.000000 Penalty: 3657.178955
	Iteration 1F: 3 clusters Score -4881245 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -4882535.500000 Penalty: 3657.178955
	Iteration 2Q: 3 clusters Score -4882536 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -4884083.500000 Penalty: 3657.178955
	Iteration 3Q: 3 clusters Score -4884084 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -4886291.500000 Penalty: 3657.178955
	Iteration 4F: 3 clusters Score -4886292 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -4889441.500000 Penalty: 3657.178955
	Iteration 5F: 3 clusters Score -4889442 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -4893823.000000 Penalty: 3657.178955
	Iteration 6F: 3 clusters Score -4893823 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -4898385.500000 Penalty: 3657.178955
	Iteration 7F: 3 clusters Score -4898386 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -4901286.000000 Penalty: 3657.178955
	Iteration 8F: 3 clusters Score -4901286 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -4902615.500000 Penalty: 3657.178955
	Iteration 9Q: 3 clusters Score -4902616 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56802 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -4903320.500000 Penalty: 3657.178955
	Iteration 10Q: 3 clusters Score -4903320 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4903804.500000 Penalty: 3657.178955
	Iteration 11Q: 3 clusters Score -4903804 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -4904262.500000 Penalty: 3657.178955
	Iteration 12Q: 3 clusters Score -4904262 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60562 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -4904683.000000 Penalty: 3657.178955
	Iteration 13Q: 3 clusters Score -4904683 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -4905170.500000 Penalty: 3657.178955
	Iteration 14Q: 3 clusters Score -4905170 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -4905659.500000 Penalty: 3657.178955
	Iteration 15Q: 3 clusters Score -4905660 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -4906144.000000 Penalty: 3657.178955
	Iteration 16Q: 3 clusters Score -4906144 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65470 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -4906583.000000 Penalty: 3657.178955
	Iteration 17Q: 3 clusters Score -4906583 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -4907108.000000 Penalty: 3657.178955
	Iteration 18Q: 3 clusters Score -4907108 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -4907617.000000 Penalty: 3657.178955
	Iteration 19Q: 3 clusters Score -4907617 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69027 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -4908148.500000 Penalty: 3657.178955
	Iteration 20F: 3 clusters Score -4908148 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -4908738.500000 Penalty: 3657.178955
	Iteration 21Q: 3 clusters Score -4908738 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71181 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -4909265.500000 Penalty: 3657.178955
	Iteration 22Q: 3 clusters Score -4909266 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72067 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -4909710.500000 Penalty: 3657.178955
	Iteration 23Q: 3 clusters Score -4909710 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72833 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -4910077.500000 Penalty: 3657.178955
	Iteration 24Q: 3 clusters Score -4910078 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73508 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4910460.000000 Penalty: 3657.178955
	Iteration 25Q: 3 clusters Score -4910460 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74062 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -4910701.000000 Penalty: 3657.178955
	Iteration 26Q: 3 clusters Score -4910701 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74476 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -4910863.500000 Penalty: 3657.178955
	Iteration 27Q: 3 clusters Score -4910864 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74799 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4911014.500000 Penalty: 3657.178955
	Iteration 28Q: 3 clusters Score -4911014 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75042 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4911133.000000 Penalty: 3657.178955
	Iteration 29Q: 3 clusters Score -4911133 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75232 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4911240.000000 Penalty: 3657.178955
	Iteration 30Q: 3 clusters Score -4911240 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75391 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4911324.000000 Penalty: 3657.178955
	Iteration 31Q: 3 clusters Score -4911324 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75499 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4911385.500000 Penalty: 3657.178955
	Iteration 32Q: 3 clusters Score -4911386 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75594 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4911418.000000 Penalty: 3657.178955
	Iteration 33Q: 3 clusters Score -4911418 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75672 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4911457.500000 Penalty: 3657.178955
	Iteration 34Q: 3 clusters Score -4911458 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4911508.500000 Penalty: 3657.178955
	Iteration 35Q: 3 clusters Score -4911508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75780 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4911539.500000 Penalty: 3657.178955
	Iteration 36Q: 3 clusters Score -4911540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75820 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4911553.000000 Penalty: 3657.178955
	Iteration 37Q: 3 clusters Score -4911553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4911569.500000 Penalty: 3657.178955
	Iteration 38Q: 3 clusters Score -4911570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75877 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4911578.500000 Penalty: 3657.178955
	Iteration 39Q: 3 clusters Score -4911578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75895 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4911590.500000 Penalty: 3657.178955
	Iteration 40F: 3 clusters Score -4911590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4911590.500000 Penalty: 3657.178955
	Iteration 41Q: 3 clusters Score -4911590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4911593.000000 Penalty: 3657.178955
	Iteration 42Q: 3 clusters Score -4911593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4911602.000000 Penalty: 3657.178955
	Iteration 43Q: 3 clusters Score -4911602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4911607.500000 Penalty: 3657.178955
	Iteration 44Q: 3 clusters Score -4911608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4911612.000000 Penalty: 3657.178955
	Iteration 45Q: 3 clusters Score -4911612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75952 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4911615.500000 Penalty: 3657.178955
	Iteration 46Q: 3 clusters Score -4911616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4911616.000000 Penalty: 3657.178955
	Iteration 47Q: 3 clusters Score -4911616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4911613.000000 Penalty: 3657.178955
	Iteration 48Q: 3 clusters Score -4911613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4911612.500000 Penalty: 3657.178955
	Iteration 49Q: 3 clusters Score -4911612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4911612.000000 Penalty: 3657.178955
	Iteration 50Q: 3 clusters Score -4911612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4911612.000000 Penalty: 3657.178955
	Iteration 51F: 3 clusters Score -4911612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 3 contains 33863 members 
Mstep: Class 4 contains 75955 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 31005 members 
Mstep: Class 10 contains 7693 members 
Mstep: Class 12 contains 85862 members 
Mstep: Class 14 contains 178638 members 
Mstep: Class 15 contains 14319 members 
Mstep: Class 17 contains 7812 members 
Mstep: Class 19 contains 191324 members 
Mstep: Class 20 contains 17578 members 
Mstep: Class 21 contains 34885 members 
Entering Unmasked Estep 
Score: -41765860.000000 Penalty: 28378.910156
Splitting cluster 4 changes total score from -41764700.000000 to -41765860.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 7 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -172714.328125 Penalty: 1278.529053
	Iteration 0F: 2 clusters Score -172714.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -170225.937500 Penalty: 2557.058105
	Iteration 0F: 3 clusters Score -170225.9 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -170744.343750 Penalty: 2557.058105
	Iteration 1F: 3 clusters Score -170744.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -170849.562500 Penalty: 2557.058105
	Iteration 2F: 3 clusters Score -170849.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -170915.125000 Penalty: 2557.058105
	Iteration 3Q: 3 clusters Score -170915.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -170965.171875 Penalty: 2557.058105
	Iteration 4Q: 3 clusters Score -170965.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -170997.890625 Penalty: 2557.058105
	Iteration 5Q: 3 clusters Score -170997.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -171027.656250 Penalty: 2557.058105
	Iteration 6Q: 3 clusters Score -171027.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -171050.984375 Penalty: 2557.058105
	Iteration 7Q: 3 clusters Score -171051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -171078.312500 Penalty: 2557.058105
	Iteration 8Q: 3 clusters Score -171078.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -171097.046875 Penalty: 2557.058105
	Iteration 9Q: 3 clusters Score -171097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -171108.078125 Penalty: 2557.058105
	Iteration 10Q: 3 clusters Score -171108.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -171117.468750 Penalty: 2557.058105
	Iteration 11Q: 3 clusters Score -171117.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -171126.703125 Penalty: 2557.058105
	Iteration 12Q: 3 clusters Score -171126.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -171135.218750 Penalty: 2557.058105
	Iteration 13Q: 3 clusters Score -171135.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -171144.593750 Penalty: 2557.058105
	Iteration 14Q: 3 clusters Score -171144.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -171150.984375 Penalty: 2557.058105
	Iteration 15Q: 3 clusters Score -171151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -171157.890625 Penalty: 2557.058105
	Iteration 16Q: 3 clusters Score -171157.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -171162.625000 Penalty: 2557.058105
	Iteration 17Q: 3 clusters Score -171162.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -171170.296875 Penalty: 2557.058105
	Iteration 18Q: 3 clusters Score -171170.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -171176.921875 Penalty: 2557.058105
	Iteration 19Q: 3 clusters Score -171176.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -171184.046875 Penalty: 2557.058105
	Iteration 20F: 3 clusters Score -171184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -171195.578125 Penalty: 2557.058105
	Iteration 21Q: 3 clusters Score -171195.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -171205.593750 Penalty: 2557.058105
	Iteration 22Q: 3 clusters Score -171205.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -171216.515625 Penalty: 2557.058105
	Iteration 23Q: 3 clusters Score -171216.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -171224.359375 Penalty: 2557.058105
	Iteration 24Q: 3 clusters Score -171224.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -171232.984375 Penalty: 2557.058105
	Iteration 25Q: 3 clusters Score -171233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -171241.718750 Penalty: 2557.058105
	Iteration 26Q: 3 clusters Score -171241.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -171250.921875 Penalty: 2557.058105
	Iteration 27Q: 3 clusters Score -171250.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -171266.281250 Penalty: 2557.058105
	Iteration 28Q: 3 clusters Score -171266.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -171278.625000 Penalty: 2557.058105
	Iteration 29Q: 3 clusters Score -171278.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -171288.921875 Penalty: 2557.058105
	Iteration 30Q: 3 clusters Score -171288.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -171298.093750 Penalty: 2557.058105
	Iteration 31Q: 3 clusters Score -171298.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -171308.578125 Penalty: 2557.058105
	Iteration 32Q: 3 clusters Score -171308.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -171322.078125 Penalty: 2557.058105
	Iteration 33Q: 3 clusters Score -171322.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -171334.406250 Penalty: 2557.058105
	Iteration 34Q: 3 clusters Score -171334.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -171348.375000 Penalty: 2557.058105
	Iteration 35Q: 3 clusters Score -171348.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -171364.718750 Penalty: 2557.058105
	Iteration 36Q: 3 clusters Score -171364.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -171376.875000 Penalty: 2557.058105
	Iteration 37Q: 3 clusters Score -171376.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -171387.046875 Penalty: 2557.058105
	Iteration 38Q: 3 clusters Score -171387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -171395.828125 Penalty: 2557.058105
	Iteration 39Q: 3 clusters Score -171395.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -171399.171875 Penalty: 2557.058105
	Iteration 40F: 3 clusters Score -171399.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -171401.531250 Penalty: 2557.058105
	Iteration 41Q: 3 clusters Score -171401.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -171404.687500 Penalty: 2557.058105
	Iteration 42Q: 3 clusters Score -171404.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -171406.406250 Penalty: 2557.058105
	Iteration 43Q: 3 clusters Score -171406.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -171408.859375 Penalty: 2557.058105
	Iteration 44Q: 3 clusters Score -171408.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -171413.218750 Penalty: 2557.058105
	Iteration 45Q: 3 clusters Score -171413.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -171418.125000 Penalty: 2557.058105
	Iteration 46Q: 3 clusters Score -171418.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -171420.312500 Penalty: 2557.058105
	Iteration 47Q: 3 clusters Score -171420.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -171421.750000 Penalty: 2557.058105
	Iteration 48Q: 3 clusters Score -171421.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -171423.343750 Penalty: 2557.058105
	Iteration 49Q: 3 clusters Score -171423.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -171424.406250 Penalty: 2557.058105
	Iteration 50Q: 3 clusters Score -171424.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -171426.375000 Penalty: 2557.058105
	Iteration 51Q: 3 clusters Score -171426.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -171427.875000 Penalty: 2557.058105
	Iteration 52Q: 3 clusters Score -171427.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -171430.125000 Penalty: 2557.058105
	Iteration 53Q: 3 clusters Score -171430.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -171435.000000 Penalty: 2557.058105
	Iteration 54Q: 3 clusters Score -171435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -171442.421875 Penalty: 2557.058105
	Iteration 55Q: 3 clusters Score -171442.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -171448.421875 Penalty: 2557.058105
	Iteration 56Q: 3 clusters Score -171448.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -171454.750000 Penalty: 2557.058105
	Iteration 57Q: 3 clusters Score -171454.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -171461.843750 Penalty: 2557.058105
	Iteration 58Q: 3 clusters Score -171461.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -171469.296875 Penalty: 2557.058105
	Iteration 59Q: 3 clusters Score -171469.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -171475.250000 Penalty: 2557.058105
	Iteration 60F: 3 clusters Score -171475.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -171479.468750 Penalty: 2557.058105
	Iteration 61Q: 3 clusters Score -171479.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -171484.296875 Penalty: 2557.058105
	Iteration 62Q: 3 clusters Score -171484.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -171490.312500 Penalty: 2557.058105
	Iteration 63Q: 3 clusters Score -171490.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -171494.000000 Penalty: 2557.058105
	Iteration 64Q: 3 clusters Score -171494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -171496.515625 Penalty: 2557.058105
	Iteration 65Q: 3 clusters Score -171496.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -171498.000000 Penalty: 2557.058105
	Iteration 66Q: 3 clusters Score -171498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -171501.562500 Penalty: 2557.058105
	Iteration 67Q: 3 clusters Score -171501.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -171512.156250 Penalty: 2557.058105
	Iteration 68Q: 3 clusters Score -171512.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -171517.500000 Penalty: 2557.058105
	Iteration 69Q: 3 clusters Score -171517.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -171521.265625 Penalty: 2557.058105
	Iteration 70Q: 3 clusters Score -171521.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -171524.906250 Penalty: 2557.058105
	Iteration 71Q: 3 clusters Score -171524.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -171525.125000 Penalty: 2557.058105
	Iteration 72Q: 3 clusters Score -171525.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -171526.109375 Penalty: 2557.058105
	Iteration 73Q: 3 clusters Score -171526.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -171526.906250 Penalty: 2557.058105
	Iteration 74Q: 3 clusters Score -171526.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -171529.015625 Penalty: 2557.058105
	Iteration 75Q: 3 clusters Score -171529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -171533.250000 Penalty: 2557.058105
	Iteration 76Q: 3 clusters Score -171533.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -171537.781250 Penalty: 2557.058105
	Iteration 77Q: 3 clusters Score -171537.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -171543.328125 Penalty: 2557.058105
	Iteration 78Q: 3 clusters Score -171543.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -171549.328125 Penalty: 2557.058105
	Iteration 79Q: 3 clusters Score -171549.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -171557.265625 Penalty: 2557.058105
	Iteration 80F: 3 clusters Score -171557.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -171567.281250 Penalty: 2557.058105
	Iteration 81Q: 3 clusters Score -171567.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -171572.781250 Penalty: 2557.058105
	Iteration 82Q: 3 clusters Score -171572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -171575.812500 Penalty: 2557.058105
	Iteration 83Q: 3 clusters Score -171575.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -171577.187500 Penalty: 2557.058105
	Iteration 84Q: 3 clusters Score -171577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -171577.812500 Penalty: 2557.058105
	Iteration 85Q: 3 clusters Score -171577.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -171577.812500 Penalty: 2557.058105
	Iteration 86F: 3 clusters Score -171577.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Entering Unmasked Estep 
Score: -1976413.375000 Penalty: 1680.559326
	Iteration 0F: 2 clusters Score -1976413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1955388.250000 Penalty: 3361.118652
	Iteration 0F: 3 clusters Score -1955388 nChanged 14378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1963707.250000 Penalty: 3361.118652
	Iteration 1F: 3 clusters Score -1963707 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1964303.500000 Penalty: 3361.118652
	Iteration 2Q: 3 clusters Score -1964304 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -1965138.250000 Penalty: 3361.118652
	Iteration 3Q: 3 clusters Score -1965138 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -1966187.875000 Penalty: 3361.118652
	Iteration 4F: 3 clusters Score -1966188 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -1967471.500000 Penalty: 3361.118652
	Iteration 5F: 3 clusters Score -1967472 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -1968740.500000 Penalty: 3361.118652
	Iteration 6F: 3 clusters Score -1968740 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -1969865.625000 Penalty: 3361.118652
	Iteration 7F: 3 clusters Score -1969866 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -1970787.875000 Penalty: 3361.118652
	Iteration 8F: 3 clusters Score -1970788 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -1971509.750000 Penalty: 3361.118652
	Iteration 9Q: 3 clusters Score -1971510 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -1972025.375000 Penalty: 3361.118652
	Iteration 10Q: 3 clusters Score -1972025 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -1972433.625000 Penalty: 3361.118652
	Iteration 11Q: 3 clusters Score -1972434 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -1972718.250000 Penalty: 3361.118652
	Iteration 12Q: 3 clusters Score -1972718 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -1972908.500000 Penalty: 3361.118652
	Iteration 13Q: 3 clusters Score -1972908 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -1973031.250000 Penalty: 3361.118652
	Iteration 14Q: 3 clusters Score -1973031 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -1973114.500000 Penalty: 3361.118652
	Iteration 15Q: 3 clusters Score -1973114 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -1973175.750000 Penalty: 3361.118652
	Iteration 16Q: 3 clusters Score -1973176 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -1973221.500000 Penalty: 3361.118652
	Iteration 17Q: 3 clusters Score -1973222 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -1973270.750000 Penalty: 3361.118652
	Iteration 18Q: 3 clusters Score -1973271 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -1973307.500000 Penalty: 3361.118652
	Iteration 19Q: 3 clusters Score -1973308 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -1973346.125000 Penalty: 3361.118652
	Iteration 20F: 3 clusters Score -1973346 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -1973375.125000 Penalty: 3361.118652
	Iteration 21Q: 3 clusters Score -1973375 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -1973401.750000 Penalty: 3361.118652
	Iteration 22Q: 3 clusters Score -1973402 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -1973430.750000 Penalty: 3361.118652
	Iteration 23Q: 3 clusters Score -1973431 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -1973454.500000 Penalty: 3361.118652
	Iteration 24Q: 3 clusters Score -1973454 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -1973482.375000 Penalty: 3361.118652
	Iteration 25Q: 3 clusters Score -1973482 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -1973519.250000 Penalty: 3361.118652
	Iteration 26Q: 3 clusters Score -1973519 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -1973546.250000 Penalty: 3361.118652
	Iteration 27Q: 3 clusters Score -1973546 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -1973591.125000 Penalty: 3361.118652
	Iteration 28Q: 3 clusters Score -1973591 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -1973620.125000 Penalty: 3361.118652
	Iteration 29Q: 3 clusters Score -1973620 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -1973659.250000 Penalty: 3361.118652
	Iteration 30Q: 3 clusters Score -1973659 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -1973699.125000 Penalty: 3361.118652
	Iteration 31Q: 3 clusters Score -1973699 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -1973751.750000 Penalty: 3361.118652
	Iteration 32Q: 3 clusters Score -1973752 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -1973790.625000 Penalty: 3361.118652
	Iteration 33Q: 3 clusters Score -1973791 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -1973819.625000 Penalty: 3361.118652
	Iteration 34Q: 3 clusters Score -1973820 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -1973862.750000 Penalty: 3361.118652
	Iteration 35Q: 3 clusters Score -1973863 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -1973905.125000 Penalty: 3361.118652
	Iteration 36Q: 3 clusters Score -1973905 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -1973951.000000 Penalty: 3361.118652
	Iteration 37Q: 3 clusters Score -1973951 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -1973986.500000 Penalty: 3361.118652
	Iteration 38Q: 3 clusters Score -1973986 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -1974028.000000 Penalty: 3361.118652
	Iteration 39Q: 3 clusters Score -1974028 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -1974066.000000 Penalty: 3361.118652
	Iteration 40F: 3 clusters Score -1974066 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -1974111.500000 Penalty: 3361.118652
	Iteration 41Q: 3 clusters Score -1974112 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -1974150.250000 Penalty: 3361.118652
	Iteration 42Q: 3 clusters Score -1974150 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -1974201.625000 Penalty: 3361.118652
	Iteration 43Q: 3 clusters Score -1974202 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -1974263.000000 Penalty: 3361.118652
	Iteration 44Q: 3 clusters Score -1974263 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -1974330.875000 Penalty: 3361.118652
	Iteration 45Q: 3 clusters Score -1974331 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -1974389.125000 Penalty: 3361.118652
	Iteration 46Q: 3 clusters Score -1974389 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -1974443.000000 Penalty: 3361.118652
	Iteration 47Q: 3 clusters Score -1974443 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -1974509.250000 Penalty: 3361.118652
	Iteration 48Q: 3 clusters Score -1974509 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -1974572.750000 Penalty: 3361.118652
	Iteration 49Q: 3 clusters Score -1974573 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -1974617.125000 Penalty: 3361.118652
	Iteration 50Q: 3 clusters Score -1974617 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -1974648.750000 Penalty: 3361.118652
	Iteration 51Q: 3 clusters Score -1974649 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -1974676.375000 Penalty: 3361.118652
	Iteration 52Q: 3 clusters Score -1974676 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -1974701.500000 Penalty: 3361.118652
	Iteration 53Q: 3 clusters Score -1974702 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -1974726.375000 Penalty: 3361.118652
	Iteration 54Q: 3 clusters Score -1974726 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -1974741.500000 Penalty: 3361.118652
	Iteration 55Q: 3 clusters Score -1974742 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -1974753.500000 Penalty: 3361.118652
	Iteration 56Q: 3 clusters Score -1974754 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -1974770.875000 Penalty: 3361.118652
	Iteration 57Q: 3 clusters Score -1974771 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -1974794.625000 Penalty: 3361.118652
	Iteration 58Q: 3 clusters Score -1974795 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -1974812.125000 Penalty: 3361.118652
	Iteration 59Q: 3 clusters Score -1974812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -1974830.625000 Penalty: 3361.118652
	Iteration 60F: 3 clusters Score -1974831 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -1974847.750000 Penalty: 3361.118652
	Iteration 61Q: 3 clusters Score -1974848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -1974859.750000 Penalty: 3361.118652
	Iteration 62Q: 3 clusters Score -1974860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -1974874.875000 Penalty: 3361.118652
	Iteration 63Q: 3 clusters Score -1974875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -1974885.250000 Penalty: 3361.118652
	Iteration 64Q: 3 clusters Score -1974885 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -1974894.000000 Penalty: 3361.118652
	Iteration 65Q: 3 clusters Score -1974894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -1974905.000000 Penalty: 3361.118652
	Iteration 66Q: 3 clusters Score -1974905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -1974914.000000 Penalty: 3361.118652
	Iteration 67Q: 3 clusters Score -1974914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -1974922.000000 Penalty: 3361.118652
	Iteration 68Q: 3 clusters Score -1974922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -1974928.500000 Penalty: 3361.118652
	Iteration 69Q: 3 clusters Score -1974928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -1974929.625000 Penalty: 3361.118652
	Iteration 70Q: 3 clusters Score -1974930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -1974933.625000 Penalty: 3361.118652
	Iteration 71Q: 3 clusters Score -1974934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -1974936.875000 Penalty: 3361.118652
	Iteration 72Q: 3 clusters Score -1974937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -1974939.375000 Penalty: 3361.118652
	Iteration 73Q: 3 clusters Score -1974939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -1974942.875000 Penalty: 3361.118652
	Iteration 74Q: 3 clusters Score -1974943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -1974941.125000 Penalty: 3361.118652
	Iteration 75Q: 3 clusters Score -1974941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -1974945.125000 Penalty: 3361.118652
	Iteration 76Q: 3 clusters Score -1974945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -1974949.125000 Penalty: 3361.118652
	Iteration 77Q: 3 clusters Score -1974949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -1974949.000000 Penalty: 3361.118652
	Iteration 78Q: 3 clusters Score -1974949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -1974948.875000 Penalty: 3361.118652
	Iteration 79Q: 3 clusters Score -1974949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -1974949.750000 Penalty: 3361.118652
	Iteration 80F: 3 clusters Score -1974950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -1974949.250000 Penalty: 3361.118652
	Iteration 81Q: 3 clusters Score -1974949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -1974948.375000 Penalty: 3361.118652
	Iteration 82Q: 3 clusters Score -1974948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -1974948.375000 Penalty: 3361.118652
	Iteration 83Q: 3 clusters Score -1974948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -1974948.750000 Penalty: 3361.118652
	Iteration 84Q: 3 clusters Score -1974949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -1974951.500000 Penalty: 3361.118652
	Iteration 85Q: 3 clusters Score -1974952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -1974954.250000 Penalty: 3361.118652
	Iteration 86Q: 3 clusters Score -1974954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -1974952.750000 Penalty: 3361.118652
	Iteration 87Q: 3 clusters Score -1974953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -1974963.500000 Penalty: 3361.118652
	Iteration 88Q: 3 clusters Score -1974964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -1974963.250000 Penalty: 3361.118652
	Iteration 89Q: 3 clusters Score -1974963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -1974966.750000 Penalty: 3361.118652
	Iteration 90Q: 3 clusters Score -1974967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -1974972.875000 Penalty: 3361.118652
	Iteration 91Q: 3 clusters Score -1974973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -1974975.500000 Penalty: 3361.118652
	Iteration 92Q: 3 clusters Score -1974976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -1974978.750000 Penalty: 3361.118652
	Iteration 93Q: 3 clusters Score -1974979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -1974982.125000 Penalty: 3361.118652
	Iteration 94Q: 3 clusters Score -1974982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -1974982.875000 Penalty: 3361.118652
	Iteration 95Q: 3 clusters Score -1974983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -1974982.500000 Penalty: 3361.118652
	Iteration 96Q: 3 clusters Score -1974982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -1974984.125000 Penalty: 3361.118652
	Iteration 97Q: 3 clusters Score -1974984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -1974982.625000 Penalty: 3361.118652
	Iteration 98Q: 3 clusters Score -1974983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -1974984.625000 Penalty: 3361.118652
	Iteration 99Q: 3 clusters Score -1974985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -1974984.625000 Penalty: 3361.118652
	Iteration 100F: 3 clusters Score -1974985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Entering Unmasked Estep 
Score: -487459.718750 Penalty: 1454.060669
	Iteration 0F: 2 clusters Score -487459.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -481757.187500 Penalty: 2908.121338
	Iteration 0F: 3 clusters Score -481757.2 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -483479.718750 Penalty: 2908.121338
	Iteration 1F: 3 clusters Score -483479.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -483770.968750 Penalty: 2908.121338
	Iteration 2F: 3 clusters Score -483771 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -484133.218750 Penalty: 2908.121338
	Iteration 3F: 3 clusters Score -484133.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -484657.687500 Penalty: 2908.121338
	Iteration 4F: 3 clusters Score -484657.7 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -485268.375000 Penalty: 2908.121338
	Iteration 5F: 3 clusters Score -485268.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -485843.062500 Penalty: 2908.121338
	Iteration 6F: 3 clusters Score -485843.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -486336.406250 Penalty: 2908.121338
	Iteration 7F: 3 clusters Score -486336.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -486741.406250 Penalty: 2908.121338
	Iteration 8F: 3 clusters Score -486741.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -487026.500000 Penalty: 2908.121338
	Iteration 9Q: 3 clusters Score -487026.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -487212.625000 Penalty: 2908.121338
	Iteration 10Q: 3 clusters Score -487212.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -487271.375000 Penalty: 2908.121338
	Iteration 11Q: 3 clusters Score -487271.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -487288.656250 Penalty: 2908.121338
	Iteration 12Q: 3 clusters Score -487288.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -487293.937500 Penalty: 2908.121338
	Iteration 13Q: 3 clusters Score -487293.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -487296.031250 Penalty: 2908.121338
	Iteration 14Q: 3 clusters Score -487296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -487296.843750 Penalty: 2908.121338
	Iteration 15Q: 3 clusters Score -487296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -487298.375000 Penalty: 2908.121338
	Iteration 16Q: 3 clusters Score -487298.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -487298.375000 Penalty: 2908.121338
	Iteration 17F: 3 clusters Score -487298.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85862 members 
Entering Unmasked Estep 
Score: -5360760.000000 Penalty: 1846.080688
	Iteration 0F: 2 clusters Score -5360760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -5303083.500000 Penalty: 3692.161377
	Iteration 0F: 3 clusters Score -5303084 nChanged 40910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -5327236.000000 Penalty: 3692.161377
	Iteration 1F: 3 clusters Score -5327236 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -5328005.500000 Penalty: 3692.161377
	Iteration 2Q: 3 clusters Score -5328006 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -5328859.500000 Penalty: 3692.161377
	Iteration 3Q: 3 clusters Score -5328860 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -5329978.500000 Penalty: 3692.161377
	Iteration 4Q: 3 clusters Score -5329978 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -5331384.000000 Penalty: 3692.161377
	Iteration 5Q: 3 clusters Score -5331384 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -5333544.500000 Penalty: 3692.161377
	Iteration 6Q: 3 clusters Score -5333544 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -5336491.000000 Penalty: 3692.161377
	Iteration 7F: 3 clusters Score -5336491 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -5340169.000000 Penalty: 3692.161377
	Iteration 8F: 3 clusters Score -5340169 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -5343218.500000 Penalty: 3692.161377
	Iteration 9F: 3 clusters Score -5343218 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -5344962.000000 Penalty: 3692.161377
	Iteration 10Q: 3 clusters Score -5344962 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -5345543.500000 Penalty: 3692.161377
	Iteration 11Q: 3 clusters Score -5345544 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -5345842.000000 Penalty: 3692.161377
	Iteration 12Q: 3 clusters Score -5345842 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -5346162.000000 Penalty: 3692.161377
	Iteration 13Q: 3 clusters Score -5346162 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -5346409.500000 Penalty: 3692.161377
	Iteration 14Q: 3 clusters Score -5346410 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -5346775.500000 Penalty: 3692.161377
	Iteration 15Q: 3 clusters Score -5346776 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -5347218.000000 Penalty: 3692.161377
	Iteration 16Q: 3 clusters Score -5347218 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -5347776.000000 Penalty: 3692.161377
	Iteration 17Q: 3 clusters Score -5347776 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -5348502.000000 Penalty: 3692.161377
	Iteration 18Q: 3 clusters Score -5348502 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -5349303.000000 Penalty: 3692.161377
	Iteration 19Q: 3 clusters Score -5349303 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -5350198.000000 Penalty: 3692.161377
	Iteration 20F: 3 clusters Score -5350198 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -5351225.500000 Penalty: 3692.161377
	Iteration 21Q: 3 clusters Score -5351226 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -5352245.500000 Penalty: 3692.161377
	Iteration 22Q: 3 clusters Score -5352246 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -5353156.500000 Penalty: 3692.161377
	Iteration 23Q: 3 clusters Score -5353156 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -5354020.500000 Penalty: 3692.161377
	Iteration 24Q: 3 clusters Score -5354020 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -5354780.500000 Penalty: 3692.161377
	Iteration 25Q: 3 clusters Score -5354780 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -5355504.000000 Penalty: 3692.161377
	Iteration 26Q: 3 clusters Score -5355504 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -5356080.500000 Penalty: 3692.161377
	Iteration 27Q: 3 clusters Score -5356080 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -5356664.500000 Penalty: 3692.161377
	Iteration 28Q: 3 clusters Score -5356664 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -5357092.500000 Penalty: 3692.161377
	Iteration 29Q: 3 clusters Score -5357092 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -5357511.000000 Penalty: 3692.161377
	Iteration 30Q: 3 clusters Score -5357511 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -5357768.000000 Penalty: 3692.161377
	Iteration 31Q: 3 clusters Score -5357768 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -5357981.000000 Penalty: 3692.161377
	Iteration 32Q: 3 clusters Score -5357981 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -5358150.000000 Penalty: 3692.161377
	Iteration 33Q: 3 clusters Score -5358150 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -5358292.500000 Penalty: 3692.161377
	Iteration 34Q: 3 clusters Score -5358292 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -5358409.000000 Penalty: 3692.161377
	Iteration 35Q: 3 clusters Score -5358409 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -5358484.500000 Penalty: 3692.161377
	Iteration 36Q: 3 clusters Score -5358484 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -5358547.500000 Penalty: 3692.161377
	Iteration 37Q: 3 clusters Score -5358548 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -5358653.500000 Penalty: 3692.161377
	Iteration 38Q: 3 clusters Score -5358654 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -5358711.500000 Penalty: 3692.161377
	Iteration 39Q: 3 clusters Score -5358712 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -5358732.000000 Penalty: 3692.161377
	Iteration 40F: 3 clusters Score -5358732 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -5358782.000000 Penalty: 3692.161377
	Iteration 41Q: 3 clusters Score -5358782 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -5358839.500000 Penalty: 3692.161377
	Iteration 42Q: 3 clusters Score -5358840 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -5358840.000000 Penalty: 3692.161377
	Iteration 43Q: 3 clusters Score -5358840 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -5358872.000000 Penalty: 3692.161377
	Iteration 44Q: 3 clusters Score -5358872 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -5358886.500000 Penalty: 3692.161377
	Iteration 45Q: 3 clusters Score -5358886 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -5358914.000000 Penalty: 3692.161377
	Iteration 46Q: 3 clusters Score -5358914 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -5358911.500000 Penalty: 3692.161377
	Iteration 47Q: 3 clusters Score -5358912 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -5358908.500000 Penalty: 3692.161377
	Iteration 48Q: 3 clusters Score -5358908 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -5358931.500000 Penalty: 3692.161377
	Iteration 49Q: 3 clusters Score -5358932 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -5358925.500000 Penalty: 3692.161377
	Iteration 50Q: 3 clusters Score -5358926 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -5358933.000000 Penalty: 3692.161377
	Iteration 51Q: 3 clusters Score -5358933 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -5358943.500000 Penalty: 3692.161377
	Iteration 52Q: 3 clusters Score -5358944 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -5358955.000000 Penalty: 3692.161377
	Iteration 53Q: 3 clusters Score -5358955 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -5358949.500000 Penalty: 3692.161377
	Iteration 54Q: 3 clusters Score -5358950 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55608 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -5358957.500000 Penalty: 3692.161377
	Iteration 55Q: 3 clusters Score -5358958 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -5358956.500000 Penalty: 3692.161377
	Iteration 56Q: 3 clusters Score -5358956 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55757 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -5358955.000000 Penalty: 3692.161377
	Iteration 57Q: 3 clusters Score -5358955 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -5358964.000000 Penalty: 3692.161377
	Iteration 58Q: 3 clusters Score -5358964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -5358967.500000 Penalty: 3692.161377
	Iteration 59Q: 3 clusters Score -5358968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -5358970.500000 Penalty: 3692.161377
	Iteration 60F: 3 clusters Score -5358970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55934 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -5358964.500000 Penalty: 3692.161377
	Iteration 61Q: 3 clusters Score -5358964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -5358979.000000 Penalty: 3692.161377
	Iteration 62Q: 3 clusters Score -5358979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -5358974.500000 Penalty: 3692.161377
	Iteration 63Q: 3 clusters Score -5358974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -5358976.500000 Penalty: 3692.161377
	Iteration 64Q: 3 clusters Score -5358976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -5358970.000000 Penalty: 3692.161377
	Iteration 65Q: 3 clusters Score -5358970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -5358971.500000 Penalty: 3692.161377
	Iteration 66Q: 3 clusters Score -5358972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56006 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -5358975.000000 Penalty: 3692.161377
	Iteration 67Q: 3 clusters Score -5358975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56012 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -5358974.000000 Penalty: 3692.161377
	Iteration 68Q: 3 clusters Score -5358974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -5358974.000000 Penalty: 3692.161377
	Iteration 69Q: 3 clusters Score -5358974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -5358973.500000 Penalty: 3692.161377
	Iteration 70Q: 3 clusters Score -5358974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -5358969.500000 Penalty: 3692.161377
	Iteration 71Q: 3 clusters Score -5358970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56037 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -5358969.000000 Penalty: 3692.161377
	Iteration 72Q: 3 clusters Score -5358969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -5358973.000000 Penalty: 3692.161377
	Iteration 73Q: 3 clusters Score -5358973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -5358972.500000 Penalty: 3692.161377
	Iteration 74Q: 3 clusters Score -5358972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -5358971.500000 Penalty: 3692.161377
	Iteration 75Q: 3 clusters Score -5358972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -5358972.500000 Penalty: 3692.161377
	Iteration 76Q: 3 clusters Score -5358972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -5358967.000000 Penalty: 3692.161377
	Iteration 77Q: 3 clusters Score -5358967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -5358966.500000 Penalty: 3692.161377
	Iteration 78Q: 3 clusters Score -5358966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -5358967.000000 Penalty: 3692.161377
	Iteration 79Q: 3 clusters Score -5358967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -5358970.000000 Penalty: 3692.161377
	Iteration 80F: 3 clusters Score -5358970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56097 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -5358991.000000 Penalty: 3692.161377
	Iteration 81Q: 3 clusters Score -5358991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -5358980.000000 Penalty: 3692.161377
	Iteration 82Q: 3 clusters Score -5358980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -5358988.000000 Penalty: 3692.161377
	Iteration 83Q: 3 clusters Score -5358988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -5358988.500000 Penalty: 3692.161377
	Iteration 84Q: 3 clusters Score -5358988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -5358994.500000 Penalty: 3692.161377
	Iteration 85Q: 3 clusters Score -5358994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56184 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -5358984.500000 Penalty: 3692.161377
	Iteration 86Q: 3 clusters Score -5358984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56194 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -5358993.000000 Penalty: 3692.161377
	Iteration 87Q: 3 clusters Score -5358993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -5358986.000000 Penalty: 3692.161377
	Iteration 88Q: 3 clusters Score -5358986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -5358985.000000 Penalty: 3692.161377
	Iteration 89Q: 3 clusters Score -5358985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -5358967.000000 Penalty: 3692.161377
	Iteration 90Q: 3 clusters Score -5358967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56232 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -5358963.500000 Penalty: 3692.161377
	Iteration 91Q: 3 clusters Score -5358964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -5358965.500000 Penalty: 3692.161377
	Iteration 92Q: 3 clusters Score -5358966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -5358968.000000 Penalty: 3692.161377
	Iteration 93Q: 3 clusters Score -5358968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -5358964.500000 Penalty: 3692.161377
	Iteration 94Q: 3 clusters Score -5358964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56263 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -5358962.000000 Penalty: 3692.161377
	Iteration 95Q: 3 clusters Score -5358962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -5358960.500000 Penalty: 3692.161377
	Iteration 96Q: 3 clusters Score -5358960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -5358960.000000 Penalty: 3692.161377
	Iteration 97Q: 3 clusters Score -5358960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -5358964.500000 Penalty: 3692.161377
	Iteration 98Q: 3 clusters Score -5358964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -5358969.500000 Penalty: 3692.161377
	Iteration 99Q: 3 clusters Score -5358970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -5358968.500000 Penalty: 3692.161377
	Iteration 100F: 3 clusters Score -5358968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -5358967.500000 Penalty: 3692.161377
	Iteration 101Q: 3 clusters Score -5358968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -5358967.000000 Penalty: 3692.161377
	Iteration 102Q: 3 clusters Score -5358967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56291 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -5358963.500000 Penalty: 3692.161377
	Iteration 103Q: 3 clusters Score -5358964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56291 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -5358963.500000 Penalty: 3692.161377
	Iteration 104F: 3 clusters Score -5358964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (178638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178638 members 
Entering Unmasked Estep 
Score: -11363939.000000 Penalty: 1965.131470
	Iteration 0F: 2 clusters Score -1.136394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89308 members 
Mstep: Class 2 contains 89330 members 
Entering Unmasked Estep 
Score: -11243898.000000 Penalty: 3930.262939
	Iteration 0F: 3 clusters Score -1.12439e+07 nChanged 86299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91569 members 
Mstep: Class 2 contains 87069 members 
Entering Unmasked Estep 
Score: -11294267.000000 Penalty: 3930.262939
	Iteration 1F: 3 clusters Score -1.129427e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92801 members 
Mstep: Class 2 contains 85837 members 
Entering Unmasked Estep 
Score: -11295019.000000 Penalty: 3930.262939
	Iteration 2Q: 3 clusters Score -1.129502e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94578 members 
Mstep: Class 2 contains 84060 members 
Entering Unmasked Estep 
Score: -11296113.000000 Penalty: 3930.262939
	Iteration 3Q: 3 clusters Score -1.129611e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97295 members 
Mstep: Class 2 contains 81343 members 
Entering Unmasked Estep 
Score: -11297702.000000 Penalty: 3930.262939
	Iteration 4Q: 3 clusters Score -1.12977e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101239 members 
Mstep: Class 2 contains 77399 members 
Entering Unmasked Estep 
Score: -11300156.000000 Penalty: 3930.262939
	Iteration 5Q: 3 clusters Score -1.130016e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106867 members 
Mstep: Class 2 contains 71771 members 
Entering Unmasked Estep 
Score: -11304525.000000 Penalty: 3930.262939
	Iteration 6Q: 3 clusters Score -1.130452e+07 nChanged 11024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114405 members 
Mstep: Class 2 contains 64233 members 
Entering Unmasked Estep 
Score: -11311247.000000 Penalty: 3930.262939
	Iteration 7F: 3 clusters Score -1.131125e+07 nChanged 12799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123584 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -11321632.000000 Penalty: 3930.262939
	Iteration 8F: 3 clusters Score -1.132163e+07 nChanged 12622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132606 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -11333508.000000 Penalty: 3930.262939
	Iteration 9F: 3 clusters Score -1.133351e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139028 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -11342455.000000 Penalty: 3930.262939
	Iteration 10F: 3 clusters Score -1.134246e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142871 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -11346745.000000 Penalty: 3930.262939
	Iteration 11Q: 3 clusters Score -1.134674e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145749 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -11348465.000000 Penalty: 3930.262939
	Iteration 12Q: 3 clusters Score -1.134846e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148382 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -11349627.000000 Penalty: 3930.262939
	Iteration 13Q: 3 clusters Score -1.134963e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150885 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -11350741.000000 Penalty: 3930.262939
	Iteration 14Q: 3 clusters Score -1.135074e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153282 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -11351720.000000 Penalty: 3930.262939
	Iteration 15Q: 3 clusters Score -1.135172e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155584 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -11352595.000000 Penalty: 3930.262939
	Iteration 16Q: 3 clusters Score -1.13526e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157759 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -11353495.000000 Penalty: 3930.262939
	Iteration 17Q: 3 clusters Score -1.13535e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159862 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -11354356.000000 Penalty: 3930.262939
	Iteration 18Q: 3 clusters Score -1.135436e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161897 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -11355183.000000 Penalty: 3930.262939
	Iteration 19Q: 3 clusters Score -1.135518e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163752 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -11356009.000000 Penalty: 3930.262939
	Iteration 20F: 3 clusters Score -1.135601e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165458 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -11356683.000000 Penalty: 3930.262939
	Iteration 21Q: 3 clusters Score -1.135668e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167077 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -11357341.000000 Penalty: 3930.262939
	Iteration 22Q: 3 clusters Score -1.135734e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168563 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -11357964.000000 Penalty: 3930.262939
	Iteration 23Q: 3 clusters Score -1.135796e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169947 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -11358607.000000 Penalty: 3930.262939
	Iteration 24Q: 3 clusters Score -1.135861e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171175 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -11359171.000000 Penalty: 3930.262939
	Iteration 25Q: 3 clusters Score -1.135917e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172227 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -11359675.000000 Penalty: 3930.262939
	Iteration 26Q: 3 clusters Score -1.135968e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173121 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -11360097.000000 Penalty: 3930.262939
	Iteration 27Q: 3 clusters Score -1.13601e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173892 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -11360463.000000 Penalty: 3930.262939
	Iteration 28Q: 3 clusters Score -1.136046e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174559 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -11360750.000000 Penalty: 3930.262939
	Iteration 29Q: 3 clusters Score -1.136075e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175126 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -11361041.000000 Penalty: 3930.262939
	Iteration 30Q: 3 clusters Score -1.136104e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175653 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -11361249.000000 Penalty: 3930.262939
	Iteration 31Q: 3 clusters Score -1.136125e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176071 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -11361437.000000 Penalty: 3930.262939
	Iteration 32Q: 3 clusters Score -1.136144e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176419 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -11361675.000000 Penalty: 3930.262939
	Iteration 33Q: 3 clusters Score -1.136168e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176687 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -11361779.000000 Penalty: 3930.262939
	Iteration 34Q: 3 clusters Score -1.136178e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176913 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -11361868.000000 Penalty: 3930.262939
	Iteration 35Q: 3 clusters Score -1.136187e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177078 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -11361917.000000 Penalty: 3930.262939
	Iteration 36Q: 3 clusters Score -1.136192e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177227 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -11361970.000000 Penalty: 3930.262939
	Iteration 37Q: 3 clusters Score -1.136197e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177360 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -11362037.000000 Penalty: 3930.262939
	Iteration 38Q: 3 clusters Score -1.136204e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177476 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -11362084.000000 Penalty: 3930.262939
	Iteration 39Q: 3 clusters Score -1.136208e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177566 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -11362147.000000 Penalty: 3930.262939
	Iteration 40F: 3 clusters Score -1.136215e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177639 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11362181.000000 Penalty: 3930.262939
	Iteration 41Q: 3 clusters Score -1.136218e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177698 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -11362194.000000 Penalty: 3930.262939
	Iteration 42Q: 3 clusters Score -1.136219e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177749 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -11362222.000000 Penalty: 3930.262939
	Iteration 43Q: 3 clusters Score -1.136222e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177793 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11362222.000000 Penalty: 3930.262939
	Iteration 44Q: 3 clusters Score -1.136222e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177825 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -11362233.000000 Penalty: 3930.262939
	Iteration 45Q: 3 clusters Score -1.136223e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177848 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11362240.000000 Penalty: 3930.262939
	Iteration 46Q: 3 clusters Score -1.136224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177875 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11362259.000000 Penalty: 3930.262939
	Iteration 47Q: 3 clusters Score -1.136226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177891 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -11362286.000000 Penalty: 3930.262939
	Iteration 48Q: 3 clusters Score -1.136229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177904 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11362282.000000 Penalty: 3930.262939
	Iteration 49Q: 3 clusters Score -1.136228e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177920 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -11362279.000000 Penalty: 3930.262939
	Iteration 50Q: 3 clusters Score -1.136228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177925 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -11362300.000000 Penalty: 3930.262939
	Iteration 51Q: 3 clusters Score -1.13623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177934 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11362315.000000 Penalty: 3930.262939
	Iteration 52Q: 3 clusters Score -1.136232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177943 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -11362321.000000 Penalty: 3930.262939
	Iteration 53Q: 3 clusters Score -1.136232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177951 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -11362311.000000 Penalty: 3930.262939
	Iteration 54Q: 3 clusters Score -1.136231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177955 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -11362319.000000 Penalty: 3930.262939
	Iteration 55Q: 3 clusters Score -1.136232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177956 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -11362314.000000 Penalty: 3930.262939
	Iteration 56Q: 3 clusters Score -1.136231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177960 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -11362315.000000 Penalty: 3930.262939
	Iteration 57Q: 3 clusters Score -1.136232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177960 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -11362315.000000 Penalty: 3930.262939
	Iteration 58F: 3 clusters Score -1.136232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Entering Unmasked Estep 
Score: -879101.312500 Penalty: 1555.018188
	Iteration 0F: 2 clusters Score -879101.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -869192.625000 Penalty: 3110.036377
	Iteration 0F: 3 clusters Score -869192.6 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -872545.625000 Penalty: 3110.036377
	Iteration 1F: 3 clusters Score -872545.6 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -872854.687500 Penalty: 3110.036377
	Iteration 2F: 3 clusters Score -872854.7 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -873153.062500 Penalty: 3110.036377
	Iteration 3Q: 3 clusters Score -873153.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -873433.312500 Penalty: 3110.036377
	Iteration 4Q: 3 clusters Score -873433.3 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -873740.562500 Penalty: 3110.036377
	Iteration 5Q: 3 clusters Score -873740.6 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -874106.375000 Penalty: 3110.036377
	Iteration 6Q: 3 clusters Score -874106.4 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -874537.500000 Penalty: 3110.036377
	Iteration 7Q: 3 clusters Score -874537.5 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -875087.500000 Penalty: 3110.036377
	Iteration 8F: 3 clusters Score -875087.5 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -875729.125000 Penalty: 3110.036377
	Iteration 9F: 3 clusters Score -875729.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -876293.937500 Penalty: 3110.036377
	Iteration 10Q: 3 clusters Score -876293.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -876653.187500 Penalty: 3110.036377
	Iteration 11Q: 3 clusters Score -876653.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -876876.187500 Penalty: 3110.036377
	Iteration 12Q: 3 clusters Score -876876.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -877068.875000 Penalty: 3110.036377
	Iteration 13Q: 3 clusters Score -877068.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -877204.250000 Penalty: 3110.036377
	Iteration 14Q: 3 clusters Score -877204.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -877293.750000 Penalty: 3110.036377
	Iteration 15Q: 3 clusters Score -877293.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -877349.125000 Penalty: 3110.036377
	Iteration 16Q: 3 clusters Score -877349.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -877386.312500 Penalty: 3110.036377
	Iteration 17Q: 3 clusters Score -877386.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -877410.562500 Penalty: 3110.036377
	Iteration 18Q: 3 clusters Score -877410.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -877433.000000 Penalty: 3110.036377
	Iteration 19Q: 3 clusters Score -877433 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -877449.687500 Penalty: 3110.036377
	Iteration 20F: 3 clusters Score -877449.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -877465.125000 Penalty: 3110.036377
	Iteration 21Q: 3 clusters Score -877465.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -877483.562500 Penalty: 3110.036377
	Iteration 22Q: 3 clusters Score -877483.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -877501.812500 Penalty: 3110.036377
	Iteration 23Q: 3 clusters Score -877501.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -877509.687500 Penalty: 3110.036377
	Iteration 24Q: 3 clusters Score -877509.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -877522.187500 Penalty: 3110.036377
	Iteration 25Q: 3 clusters Score -877522.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -877530.312500 Penalty: 3110.036377
	Iteration 26Q: 3 clusters Score -877530.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -877544.562500 Penalty: 3110.036377
	Iteration 27Q: 3 clusters Score -877544.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -877551.875000 Penalty: 3110.036377
	Iteration 28Q: 3 clusters Score -877551.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -877554.000000 Penalty: 3110.036377
	Iteration 29Q: 3 clusters Score -877554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -877559.000000 Penalty: 3110.036377
	Iteration 30Q: 3 clusters Score -877559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -877563.000000 Penalty: 3110.036377
	Iteration 31Q: 3 clusters Score -877563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -877563.750000 Penalty: 3110.036377
	Iteration 32Q: 3 clusters Score -877563.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -877569.250000 Penalty: 3110.036377
	Iteration 33Q: 3 clusters Score -877569.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -877569.062500 Penalty: 3110.036377
	Iteration 34Q: 3 clusters Score -877569.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -877570.687500 Penalty: 3110.036377
	Iteration 35Q: 3 clusters Score -877570.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -877572.937500 Penalty: 3110.036377
	Iteration 36Q: 3 clusters Score -877572.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -877572.937500 Penalty: 3110.036377
	Iteration 37Q: 3 clusters Score -877572.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -877574.437500 Penalty: 3110.036377
	Iteration 38Q: 3 clusters Score -877574.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -877578.437500 Penalty: 3110.036377
	Iteration 39Q: 3 clusters Score -877578.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -877578.937500 Penalty: 3110.036377
	Iteration 40F: 3 clusters Score -877578.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -877584.000000 Penalty: 3110.036377
	Iteration 41Q: 3 clusters Score -877584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -877587.000000 Penalty: 3110.036377
	Iteration 42Q: 3 clusters Score -877587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -877591.000000 Penalty: 3110.036377
	Iteration 43Q: 3 clusters Score -877591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -877594.437500 Penalty: 3110.036377
	Iteration 44Q: 3 clusters Score -877594.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -877597.812500 Penalty: 3110.036377
	Iteration 45Q: 3 clusters Score -877597.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -877604.250000 Penalty: 3110.036377
	Iteration 46Q: 3 clusters Score -877604.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -877606.875000 Penalty: 3110.036377
	Iteration 47Q: 3 clusters Score -877606.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -877610.000000 Penalty: 3110.036377
	Iteration 48Q: 3 clusters Score -877610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -877615.000000 Penalty: 3110.036377
	Iteration 49Q: 3 clusters Score -877615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -877617.375000 Penalty: 3110.036377
	Iteration 50Q: 3 clusters Score -877617.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -877623.375000 Penalty: 3110.036377
	Iteration 51Q: 3 clusters Score -877623.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -877627.625000 Penalty: 3110.036377
	Iteration 52Q: 3 clusters Score -877627.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -877629.625000 Penalty: 3110.036377
	Iteration 53Q: 3 clusters Score -877629.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -877632.562500 Penalty: 3110.036377
	Iteration 54Q: 3 clusters Score -877632.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -877636.562500 Penalty: 3110.036377
	Iteration 55Q: 3 clusters Score -877636.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -877638.062500 Penalty: 3110.036377
	Iteration 56Q: 3 clusters Score -877638.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -877641.562500 Penalty: 3110.036377
	Iteration 57Q: 3 clusters Score -877641.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -877644.812500 Penalty: 3110.036377
	Iteration 58Q: 3 clusters Score -877644.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -877647.000000 Penalty: 3110.036377
	Iteration 59Q: 3 clusters Score -877647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -877648.562500 Penalty: 3110.036377
	Iteration 60F: 3 clusters Score -877648.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -877656.500000 Penalty: 3110.036377
	Iteration 61Q: 3 clusters Score -877656.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -877658.437500 Penalty: 3110.036377
	Iteration 62Q: 3 clusters Score -877658.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -877664.000000 Penalty: 3110.036377
	Iteration 63Q: 3 clusters Score -877664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -877666.875000 Penalty: 3110.036377
	Iteration 64Q: 3 clusters Score -877666.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -877670.437500 Penalty: 3110.036377
	Iteration 65Q: 3 clusters Score -877670.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -877673.375000 Penalty: 3110.036377
	Iteration 66Q: 3 clusters Score -877673.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -877676.375000 Penalty: 3110.036377
	Iteration 67Q: 3 clusters Score -877676.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -877679.062500 Penalty: 3110.036377
	Iteration 68Q: 3 clusters Score -877679.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -877682.062500 Penalty: 3110.036377
	Iteration 69Q: 3 clusters Score -877682.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -877684.437500 Penalty: 3110.036377
	Iteration 70Q: 3 clusters Score -877684.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -877684.937500 Penalty: 3110.036377
	Iteration 71Q: 3 clusters Score -877684.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -877686.187500 Penalty: 3110.036377
	Iteration 72Q: 3 clusters Score -877686.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -877686.562500 Penalty: 3110.036377
	Iteration 73Q: 3 clusters Score -877686.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -877688.000000 Penalty: 3110.036377
	Iteration 74Q: 3 clusters Score -877688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -877688.062500 Penalty: 3110.036377
	Iteration 75Q: 3 clusters Score -877688.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -877689.750000 Penalty: 3110.036377
	Iteration 76Q: 3 clusters Score -877689.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -877691.062500 Penalty: 3110.036377
	Iteration 77Q: 3 clusters Score -877691.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -877691.750000 Penalty: 3110.036377
	Iteration 78Q: 3 clusters Score -877691.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -877693.437500 Penalty: 3110.036377
	Iteration 79Q: 3 clusters Score -877693.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -877697.687500 Penalty: 3110.036377
	Iteration 80F: 3 clusters Score -877697.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -877700.500000 Penalty: 3110.036377
	Iteration 81Q: 3 clusters Score -877700.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -877703.000000 Penalty: 3110.036377
	Iteration 82Q: 3 clusters Score -877703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -877705.937500 Penalty: 3110.036377
	Iteration 83Q: 3 clusters Score -877705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -877704.500000 Penalty: 3110.036377
	Iteration 84Q: 3 clusters Score -877704.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -877705.187500 Penalty: 3110.036377
	Iteration 85Q: 3 clusters Score -877705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -877705.500000 Penalty: 3110.036377
	Iteration 86Q: 3 clusters Score -877705.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -877705.562500 Penalty: 3110.036377
	Iteration 87Q: 3 clusters Score -877705.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -877707.812500 Penalty: 3110.036377
	Iteration 88Q: 3 clusters Score -877707.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -877707.812500 Penalty: 3110.036377
	Iteration 89Q: 3 clusters Score -877707.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -877709.062500 Penalty: 3110.036377
	Iteration 90Q: 3 clusters Score -877709.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -877708.750000 Penalty: 3110.036377
	Iteration 91Q: 3 clusters Score -877708.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -877709.875000 Penalty: 3110.036377
	Iteration 92Q: 3 clusters Score -877709.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -877711.437500 Penalty: 3110.036377
	Iteration 93Q: 3 clusters Score -877711.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -877713.750000 Penalty: 3110.036377
	Iteration 94Q: 3 clusters Score -877713.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -877715.000000 Penalty: 3110.036377
	Iteration 95Q: 3 clusters Score -877715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -877712.437500 Penalty: 3110.036377
	Iteration 96Q: 3 clusters Score -877712.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -877713.875000 Penalty: 3110.036377
	Iteration 97Q: 3 clusters Score -877713.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -877714.125000 Penalty: 3110.036377
	Iteration 98Q: 3 clusters Score -877714.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -877717.750000 Penalty: 3110.036377
	Iteration 99Q: 3 clusters Score -877717.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -877716.500000 Penalty: 3110.036377
	Iteration 100F: 3 clusters Score -877716.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -877717.000000 Penalty: 3110.036377
	Iteration 101Q: 3 clusters Score -877717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -877715.250000 Penalty: 3110.036377
	Iteration 102Q: 3 clusters Score -877715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -877715.500000 Penalty: 3110.036377
	Iteration 103Q: 3 clusters Score -877715.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -877718.500000 Penalty: 3110.036377
	Iteration 104Q: 3 clusters Score -877718.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -877719.375000 Penalty: 3110.036377
	Iteration 105Q: 3 clusters Score -877719.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -877719.125000 Penalty: 3110.036377
	Iteration 106Q: 3 clusters Score -877719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -877721.375000 Penalty: 3110.036377
	Iteration 107Q: 3 clusters Score -877721.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -877720.812500 Penalty: 3110.036377
	Iteration 108Q: 3 clusters Score -877720.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -877720.812500 Penalty: 3110.036377
	Iteration 109Q: 3 clusters Score -877720.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -877720.812500 Penalty: 3110.036377
	Iteration 110F: 3 clusters Score -877720.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Entering Unmasked Estep 
Score: -445738.562500 Penalty: 1456.555176
	Iteration 0F: 2 clusters Score -445738.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -440017.812500 Penalty: 2913.110352
	Iteration 0F: 3 clusters Score -440017.8 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -441796.218750 Penalty: 2913.110352
	Iteration 1F: 3 clusters Score -441796.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -442106.312500 Penalty: 2913.110352
	Iteration 2F: 3 clusters Score -442106.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -442474.343750 Penalty: 2913.110352
	Iteration 3F: 3 clusters Score -442474.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -442937.406250 Penalty: 2913.110352
	Iteration 4F: 3 clusters Score -442937.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -443479.750000 Penalty: 2913.110352
	Iteration 5F: 3 clusters Score -443479.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -444027.781250 Penalty: 2913.110352
	Iteration 6F: 3 clusters Score -444027.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -444438.500000 Penalty: 2913.110352
	Iteration 7F: 3 clusters Score -444438.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -444751.187500 Penalty: 2913.110352
	Iteration 8Q: 3 clusters Score -444751.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -444935.437500 Penalty: 2913.110352
	Iteration 9Q: 3 clusters Score -444935.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -445074.187500 Penalty: 2913.110352
	Iteration 10Q: 3 clusters Score -445074.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -445160.937500 Penalty: 2913.110352
	Iteration 11Q: 3 clusters Score -445160.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -445218.093750 Penalty: 2913.110352
	Iteration 12Q: 3 clusters Score -445218.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -445247.093750 Penalty: 2913.110352
	Iteration 13Q: 3 clusters Score -445247.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -445264.437500 Penalty: 2913.110352
	Iteration 14Q: 3 clusters Score -445264.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -445276.406250 Penalty: 2913.110352
	Iteration 15Q: 3 clusters Score -445276.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -445286.937500 Penalty: 2913.110352
	Iteration 16Q: 3 clusters Score -445286.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -445299.843750 Penalty: 2913.110352
	Iteration 17Q: 3 clusters Score -445299.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -445303.656250 Penalty: 2913.110352
	Iteration 18Q: 3 clusters Score -445303.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -445307.937500 Penalty: 2913.110352
	Iteration 19Q: 3 clusters Score -445307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -445313.218750 Penalty: 2913.110352
	Iteration 20F: 3 clusters Score -445313.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -445314.562500 Penalty: 2913.110352
	Iteration 21Q: 3 clusters Score -445314.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -445314.281250 Penalty: 2913.110352
	Iteration 22Q: 3 clusters Score -445314.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -445314.281250 Penalty: 2913.110352
	Iteration 23F: 3 clusters Score -445314.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (191324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191324 members 
Entering Unmasked Estep 
Score: -12027553.000000 Penalty: 1976.280151
	Iteration 0F: 2 clusters Score -1.202755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95440 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
Score: -11898619.000000 Penalty: 3952.560303
	Iteration 0F: 3 clusters Score -1.189862e+07 nChanged 92585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91613 members 
Mstep: Class 2 contains 99711 members 
Entering Unmasked Estep 
Score: -11952637.000000 Penalty: 3952.560303
	Iteration 1F: 3 clusters Score -1.195264e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88665 members 
Mstep: Class 2 contains 102659 members 
Entering Unmasked Estep 
Score: -11953689.000000 Penalty: 3952.560303
	Iteration 2Q: 3 clusters Score -1.195369e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 107260 members 
Entering Unmasked Estep 
Score: -11955449.000000 Penalty: 3952.560303
	Iteration 3Q: 3 clusters Score -1.195545e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76735 members 
Mstep: Class 2 contains 114589 members 
Entering Unmasked Estep 
Score: -11958768.000000 Penalty: 3952.560303
	Iteration 4Q: 3 clusters Score -1.195877e+07 nChanged 11543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 125548 members 
Entering Unmasked Estep 
Score: -11965067.000000 Penalty: 3952.560303
	Iteration 5F: 3 clusters Score -1.196507e+07 nChanged 15337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 140623 members 
Entering Unmasked Estep 
Score: -11976810.000000 Penalty: 3952.560303
	Iteration 6F: 3 clusters Score -1.197681e+07 nChanged 17878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 158357 members 
Entering Unmasked Estep 
Score: -11993512.000000 Penalty: 3952.560303
	Iteration 7F: 3 clusters Score -1.199351e+07 nChanged 16130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 174387 members 
Entering Unmasked Estep 
Score: -12010170.000000 Penalty: 3952.560303
	Iteration 8F: 3 clusters Score -1.201017e+07 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 184154 members 
Entering Unmasked Estep 
Score: -12020309.000000 Penalty: 3952.560303
	Iteration 9F: 3 clusters Score -1.202031e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 188168 members 
Entering Unmasked Estep 
Score: -12024321.000000 Penalty: 3952.560303
	Iteration 10Q: 3 clusters Score -1.202432e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 189453 members 
Entering Unmasked Estep 
Score: -12025688.000000 Penalty: 3952.560303
	Iteration 11Q: 3 clusters Score -1.202569e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 189756 members 
Entering Unmasked Estep 
Score: -12026081.000000 Penalty: 3952.560303
	Iteration 12Q: 3 clusters Score -1.202608e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 189853 members 
Entering Unmasked Estep 
Score: -12026230.000000 Penalty: 3952.560303
	Iteration 13Q: 3 clusters Score -1.202623e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 189873 members 
Entering Unmasked Estep 
Score: -12026318.000000 Penalty: 3952.560303
	Iteration 14Q: 3 clusters Score -1.202632e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 189889 members 
Entering Unmasked Estep 
Score: -12026390.000000 Penalty: 3952.560303
	Iteration 15Q: 3 clusters Score -1.202639e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 189897 members 
Entering Unmasked Estep 
Score: -12026432.000000 Penalty: 3952.560303
	Iteration 16Q: 3 clusters Score -1.202643e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 189899 members 
Entering Unmasked Estep 
Score: -12026492.000000 Penalty: 3952.560303
	Iteration 17Q: 3 clusters Score -1.202649e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 189903 members 
Entering Unmasked Estep 
Score: -12026515.000000 Penalty: 3952.560303
	Iteration 18Q: 3 clusters Score -1.202652e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 189900 members 
Entering Unmasked Estep 
Score: -12026543.000000 Penalty: 3952.560303
	Iteration 19Q: 3 clusters Score -1.202654e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 189908 members 
Entering Unmasked Estep 
Score: -12026600.000000 Penalty: 3952.560303
	Iteration 20F: 3 clusters Score -1.20266e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 189927 members 
Entering Unmasked Estep 
Score: -12026632.000000 Penalty: 3952.560303
	Iteration 21Q: 3 clusters Score -1.202663e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 189945 members 
Entering Unmasked Estep 
Score: -12026629.000000 Penalty: 3952.560303
	Iteration 22Q: 3 clusters Score -1.202663e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 189954 members 
Entering Unmasked Estep 
Score: -12026656.000000 Penalty: 3952.560303
	Iteration 23Q: 3 clusters Score -1.202666e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 189969 members 
Entering Unmasked Estep 
Score: -12026693.000000 Penalty: 3952.560303
	Iteration 24Q: 3 clusters Score -1.202669e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 189971 members 
Entering Unmasked Estep 
Score: -12026703.000000 Penalty: 3952.560303
	Iteration 25Q: 3 clusters Score -1.20267e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 189974 members 
Entering Unmasked Estep 
Score: -12026721.000000 Penalty: 3952.560303
	Iteration 26Q: 3 clusters Score -1.202672e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 189974 members 
Entering Unmasked Estep 
Score: -12026724.000000 Penalty: 3952.560303
	Iteration 27Q: 3 clusters Score -1.202672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 189980 members 
Entering Unmasked Estep 
Score: -12026736.000000 Penalty: 3952.560303
	Iteration 28Q: 3 clusters Score -1.202674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 189981 members 
Entering Unmasked Estep 
Score: -12026736.000000 Penalty: 3952.560303
	Iteration 29Q: 3 clusters Score -1.202674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 189988 members 
Entering Unmasked Estep 
Score: -12026721.000000 Penalty: 3952.560303
	Iteration 30Q: 3 clusters Score -1.202672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 189986 members 
Entering Unmasked Estep 
Score: -12026726.000000 Penalty: 3952.560303
	Iteration 31Q: 3 clusters Score -1.202673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 189987 members 
Entering Unmasked Estep 
Score: -12026732.000000 Penalty: 3952.560303
	Iteration 32Q: 3 clusters Score -1.202673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 189985 members 
Entering Unmasked Estep 
Score: -12026729.000000 Penalty: 3952.560303
	Iteration 33Q: 3 clusters Score -1.202673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 189983 members 
Entering Unmasked Estep 
Score: -12026731.000000 Penalty: 3952.560303
	Iteration 34Q: 3 clusters Score -1.202673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 189980 members 
Entering Unmasked Estep 
Score: -12026739.000000 Penalty: 3952.560303
	Iteration 35Q: 3 clusters Score -1.202674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 189980 members 
Entering Unmasked Estep 
Score: -12026742.000000 Penalty: 3952.560303
	Iteration 36Q: 3 clusters Score -1.202674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 189984 members 
Entering Unmasked Estep 
Score: -12026745.000000 Penalty: 3952.560303
	Iteration 37Q: 3 clusters Score -1.202674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 189982 members 
Entering Unmasked Estep 
Score: -12026747.000000 Penalty: 3952.560303
	Iteration 38Q: 3 clusters Score -1.202675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 189982 members 
Entering Unmasked Estep 
Score: -12026739.000000 Penalty: 3952.560303
	Iteration 39Q: 3 clusters Score -1.202674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 189983 members 
Entering Unmasked Estep 
Score: -12026748.000000 Penalty: 3952.560303
	Iteration 40F: 3 clusters Score -1.202675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 189983 members 
Entering Unmasked Estep 
Score: -12026753.000000 Penalty: 3952.560303
	Iteration 41Q: 3 clusters Score -1.202675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 189985 members 
Entering Unmasked Estep 
Score: -12026754.000000 Penalty: 3952.560303
	Iteration 42Q: 3 clusters Score -1.202675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 189987 members 
Entering Unmasked Estep 
Score: -12026759.000000 Penalty: 3952.560303
	Iteration 43Q: 3 clusters Score -1.202676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 189984 members 
Entering Unmasked Estep 
Score: -12026759.000000 Penalty: 3952.560303
	Iteration 44Q: 3 clusters Score -1.202676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 189986 members 
Entering Unmasked Estep 
Score: -12026751.000000 Penalty: 3952.560303
	Iteration 45Q: 3 clusters Score -1.202675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 189988 members 
Entering Unmasked Estep 
Score: -12026755.000000 Penalty: 3952.560303
	Iteration 46Q: 3 clusters Score -1.202676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 189990 members 
Entering Unmasked Estep 
Score: -12026751.000000 Penalty: 3952.560303
	Iteration 47Q: 3 clusters Score -1.202675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 189991 members 
Entering Unmasked Estep 
Score: -12026753.000000 Penalty: 3952.560303
	Iteration 48Q: 3 clusters Score -1.202675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 189991 members 
Entering Unmasked Estep 
Score: -12026753.000000 Penalty: 3952.560303
	Iteration 49F: 3 clusters Score -1.202675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Entering Unmasked Estep 
Score: -1102129.875000 Penalty: 1588.340576
	Iteration 0F: 2 clusters Score -1102130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1090182.500000 Penalty: 3176.681152
	Iteration 0F: 3 clusters Score -1090182 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1094247.000000 Penalty: 3176.681152
	Iteration 1F: 3 clusters Score -1094247 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1094475.625000 Penalty: 3176.681152
	Iteration 2Q: 3 clusters Score -1094476 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1094667.250000 Penalty: 3176.681152
	Iteration 3Q: 3 clusters Score -1094667 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1094880.250000 Penalty: 3176.681152
	Iteration 4Q: 3 clusters Score -1094880 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1095142.000000 Penalty: 3176.681152
	Iteration 5Q: 3 clusters Score -1095142 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1095466.000000 Penalty: 3176.681152
	Iteration 6Q: 3 clusters Score -1095466 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1095957.375000 Penalty: 3176.681152
	Iteration 7Q: 3 clusters Score -1095957 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1096676.875000 Penalty: 3176.681152
	Iteration 8F: 3 clusters Score -1096677 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1097591.625000 Penalty: 3176.681152
	Iteration 9F: 3 clusters Score -1097592 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1098532.625000 Penalty: 3176.681152
	Iteration 10F: 3 clusters Score -1098533 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1099395.625000 Penalty: 3176.681152
	Iteration 11F: 3 clusters Score -1099396 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1099975.750000 Penalty: 3176.681152
	Iteration 12Q: 3 clusters Score -1099976 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -1100335.375000 Penalty: 3176.681152
	Iteration 13Q: 3 clusters Score -1100335 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -1100587.250000 Penalty: 3176.681152
	Iteration 14Q: 3 clusters Score -1100587 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -1100716.625000 Penalty: 3176.681152
	Iteration 15Q: 3 clusters Score -1100717 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -1100798.000000 Penalty: 3176.681152
	Iteration 16Q: 3 clusters Score -1100798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1100850.500000 Penalty: 3176.681152
	Iteration 17Q: 3 clusters Score -1100850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1100896.250000 Penalty: 3176.681152
	Iteration 18Q: 3 clusters Score -1100896 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1100944.250000 Penalty: 3176.681152
	Iteration 19Q: 3 clusters Score -1100944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1100974.750000 Penalty: 3176.681152
	Iteration 20F: 3 clusters Score -1100975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -1100992.500000 Penalty: 3176.681152
	Iteration 21Q: 3 clusters Score -1100992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -1101005.375000 Penalty: 3176.681152
	Iteration 22Q: 3 clusters Score -1101005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -1101014.500000 Penalty: 3176.681152
	Iteration 23Q: 3 clusters Score -1101014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -1101024.250000 Penalty: 3176.681152
	Iteration 24Q: 3 clusters Score -1101024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -1101033.000000 Penalty: 3176.681152
	Iteration 25Q: 3 clusters Score -1101033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1101042.500000 Penalty: 3176.681152
	Iteration 26Q: 3 clusters Score -1101042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -1101052.875000 Penalty: 3176.681152
	Iteration 27Q: 3 clusters Score -1101053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1101063.250000 Penalty: 3176.681152
	Iteration 28Q: 3 clusters Score -1101063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1101071.000000 Penalty: 3176.681152
	Iteration 29Q: 3 clusters Score -1101071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1101082.750000 Penalty: 3176.681152
	Iteration 30Q: 3 clusters Score -1101083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -1101087.750000 Penalty: 3176.681152
	Iteration 31Q: 3 clusters Score -1101088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1101099.375000 Penalty: 3176.681152
	Iteration 32Q: 3 clusters Score -1101099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -1101102.125000 Penalty: 3176.681152
	Iteration 33Q: 3 clusters Score -1101102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -1101108.000000 Penalty: 3176.681152
	Iteration 34Q: 3 clusters Score -1101108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1101116.000000 Penalty: 3176.681152
	Iteration 35Q: 3 clusters Score -1101116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -1101122.500000 Penalty: 3176.681152
	Iteration 36Q: 3 clusters Score -1101122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1101127.625000 Penalty: 3176.681152
	Iteration 37Q: 3 clusters Score -1101128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -1101132.125000 Penalty: 3176.681152
	Iteration 38Q: 3 clusters Score -1101132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1101135.125000 Penalty: 3176.681152
	Iteration 39Q: 3 clusters Score -1101135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1101144.000000 Penalty: 3176.681152
	Iteration 40F: 3 clusters Score -1101144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -1101144.125000 Penalty: 3176.681152
	Iteration 41Q: 3 clusters Score -1101144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -1101147.750000 Penalty: 3176.681152
	Iteration 42Q: 3 clusters Score -1101148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -1101149.500000 Penalty: 3176.681152
	Iteration 43Q: 3 clusters Score -1101150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1101150.250000 Penalty: 3176.681152
	Iteration 44Q: 3 clusters Score -1101150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -1101153.125000 Penalty: 3176.681152
	Iteration 45Q: 3 clusters Score -1101153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1101153.625000 Penalty: 3176.681152
	Iteration 46Q: 3 clusters Score -1101154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -1101158.250000 Penalty: 3176.681152
	Iteration 47Q: 3 clusters Score -1101158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1101157.750000 Penalty: 3176.681152
	Iteration 48Q: 3 clusters Score -1101158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1101159.875000 Penalty: 3176.681152
	Iteration 49Q: 3 clusters Score -1101160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1101161.000000 Penalty: 3176.681152
	Iteration 50Q: 3 clusters Score -1101161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1101164.875000 Penalty: 3176.681152
	Iteration 51Q: 3 clusters Score -1101165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1101166.875000 Penalty: 3176.681152
	Iteration 52Q: 3 clusters Score -1101167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1101171.375000 Penalty: 3176.681152
	Iteration 53Q: 3 clusters Score -1101171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -1101179.000000 Penalty: 3176.681152
	Iteration 54Q: 3 clusters Score -1101179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1101186.500000 Penalty: 3176.681152
	Iteration 55Q: 3 clusters Score -1101186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1101192.250000 Penalty: 3176.681152
	Iteration 56Q: 3 clusters Score -1101192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -1101199.500000 Penalty: 3176.681152
	Iteration 57Q: 3 clusters Score -1101200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -1101200.750000 Penalty: 3176.681152
	Iteration 58Q: 3 clusters Score -1101201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -1101202.625000 Penalty: 3176.681152
	Iteration 59Q: 3 clusters Score -1101203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1101204.250000 Penalty: 3176.681152
	Iteration 60F: 3 clusters Score -1101204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -1101207.750000 Penalty: 3176.681152
	Iteration 61Q: 3 clusters Score -1101208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1101206.875000 Penalty: 3176.681152
	Iteration 62Q: 3 clusters Score -1101207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1101208.750000 Penalty: 3176.681152
	Iteration 63Q: 3 clusters Score -1101209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1101211.750000 Penalty: 3176.681152
	Iteration 64Q: 3 clusters Score -1101212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1101214.500000 Penalty: 3176.681152
	Iteration 65Q: 3 clusters Score -1101214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1101217.125000 Penalty: 3176.681152
	Iteration 66Q: 3 clusters Score -1101217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -1101218.125000 Penalty: 3176.681152
	Iteration 67Q: 3 clusters Score -1101218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -1101219.125000 Penalty: 3176.681152
	Iteration 68Q: 3 clusters Score -1101219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1101218.500000 Penalty: 3176.681152
	Iteration 69Q: 3 clusters Score -1101218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1101218.250000 Penalty: 3176.681152
	Iteration 70Q: 3 clusters Score -1101218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1101219.000000 Penalty: 3176.681152
	Iteration 71Q: 3 clusters Score -1101219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -1101219.750000 Penalty: 3176.681152
	Iteration 72Q: 3 clusters Score -1101220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -1101220.375000 Penalty: 3176.681152
	Iteration 73Q: 3 clusters Score -1101220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -1101221.875000 Penalty: 3176.681152
	Iteration 74Q: 3 clusters Score -1101222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1101223.750000 Penalty: 3176.681152
	Iteration 75Q: 3 clusters Score -1101224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1101223.375000 Penalty: 3176.681152
	Iteration 76Q: 3 clusters Score -1101223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1101222.875000 Penalty: 3176.681152
	Iteration 77Q: 3 clusters Score -1101223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1101222.875000 Penalty: 3176.681152
	Iteration 78F: 3 clusters Score -1101223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Entering Unmasked Estep 
Score: -2205164.000000 Penalty: 1699.719482
	Iteration 0F: 2 clusters Score -2205164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2181678.750000 Penalty: 3399.438965
	Iteration 0F: 3 clusters Score -2181679 nChanged 16280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2191399.250000 Penalty: 3399.438965
	Iteration 1F: 3 clusters Score -2191399 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2192138.250000 Penalty: 3399.438965
	Iteration 2F: 3 clusters Score -2192138 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2192856.000000 Penalty: 3399.438965
	Iteration 3F: 3 clusters Score -2192856 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2193561.750000 Penalty: 3399.438965
	Iteration 4Q: 3 clusters Score -2193562 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2194493.250000 Penalty: 3399.438965
	Iteration 5F: 3 clusters Score -2194493 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2195774.500000 Penalty: 3399.438965
	Iteration 6F: 3 clusters Score -2195774 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2197290.250000 Penalty: 3399.438965
	Iteration 7F: 3 clusters Score -2197290 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2198949.500000 Penalty: 3399.438965
	Iteration 8F: 3 clusters Score -2198950 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2200471.250000 Penalty: 3399.438965
	Iteration 9F: 3 clusters Score -2200471 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2201505.000000 Penalty: 3399.438965
	Iteration 10F: 3 clusters Score -2201505 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2202071.000000 Penalty: 3399.438965
	Iteration 11Q: 3 clusters Score -2202071 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2202386.000000 Penalty: 3399.438965
	Iteration 12Q: 3 clusters Score -2202386 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2202617.250000 Penalty: 3399.438965
	Iteration 13Q: 3 clusters Score -2202617 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2202810.750000 Penalty: 3399.438965
	Iteration 14Q: 3 clusters Score -2202811 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2202953.250000 Penalty: 3399.438965
	Iteration 15Q: 3 clusters Score -2202953 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2203082.500000 Penalty: 3399.438965
	Iteration 16Q: 3 clusters Score -2203082 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2203143.250000 Penalty: 3399.438965
	Iteration 17Q: 3 clusters Score -2203143 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2203206.000000 Penalty: 3399.438965
	Iteration 18Q: 3 clusters Score -2203206 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2203239.500000 Penalty: 3399.438965
	Iteration 19Q: 3 clusters Score -2203240 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2203277.000000 Penalty: 3399.438965
	Iteration 20F: 3 clusters Score -2203277 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2203312.000000 Penalty: 3399.438965
	Iteration 21Q: 3 clusters Score -2203312 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2203329.750000 Penalty: 3399.438965
	Iteration 22Q: 3 clusters Score -2203330 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2203347.500000 Penalty: 3399.438965
	Iteration 23Q: 3 clusters Score -2203348 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2203360.000000 Penalty: 3399.438965
	Iteration 24Q: 3 clusters Score -2203360 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2203382.250000 Penalty: 3399.438965
	Iteration 25Q: 3 clusters Score -2203382 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2203397.000000 Penalty: 3399.438965
	Iteration 26Q: 3 clusters Score -2203397 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2203417.000000 Penalty: 3399.438965
	Iteration 27Q: 3 clusters Score -2203417 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2203432.500000 Penalty: 3399.438965
	Iteration 28Q: 3 clusters Score -2203432 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2203434.000000 Penalty: 3399.438965
	Iteration 29Q: 3 clusters Score -2203434 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2203451.750000 Penalty: 3399.438965
	Iteration 30Q: 3 clusters Score -2203452 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2203466.250000 Penalty: 3399.438965
	Iteration 31Q: 3 clusters Score -2203466 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2203485.500000 Penalty: 3399.438965
	Iteration 32Q: 3 clusters Score -2203486 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2203490.500000 Penalty: 3399.438965
	Iteration 33Q: 3 clusters Score -2203490 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2203503.000000 Penalty: 3399.438965
	Iteration 34Q: 3 clusters Score -2203503 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2203512.500000 Penalty: 3399.438965
	Iteration 35Q: 3 clusters Score -2203512 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2203529.000000 Penalty: 3399.438965
	Iteration 36Q: 3 clusters Score -2203529 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2203535.000000 Penalty: 3399.438965
	Iteration 37Q: 3 clusters Score -2203535 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2203547.000000 Penalty: 3399.438965
	Iteration 38Q: 3 clusters Score -2203547 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2203540.500000 Penalty: 3399.438965
	Iteration 39Q: 3 clusters Score -2203540 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2203554.500000 Penalty: 3399.438965
	Iteration 40F: 3 clusters Score -2203554 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2203575.500000 Penalty: 3399.438965
	Iteration 41Q: 3 clusters Score -2203576 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2203577.000000 Penalty: 3399.438965
	Iteration 42Q: 3 clusters Score -2203577 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2203586.250000 Penalty: 3399.438965
	Iteration 43Q: 3 clusters Score -2203586 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2203600.500000 Penalty: 3399.438965
	Iteration 44Q: 3 clusters Score -2203600 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2203612.750000 Penalty: 3399.438965
	Iteration 45Q: 3 clusters Score -2203613 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2203621.000000 Penalty: 3399.438965
	Iteration 46Q: 3 clusters Score -2203621 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2203638.250000 Penalty: 3399.438965
	Iteration 47Q: 3 clusters Score -2203638 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2203654.750000 Penalty: 3399.438965
	Iteration 48Q: 3 clusters Score -2203655 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2203669.000000 Penalty: 3399.438965
	Iteration 49Q: 3 clusters Score -2203669 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2203682.250000 Penalty: 3399.438965
	Iteration 50Q: 3 clusters Score -2203682 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2203703.250000 Penalty: 3399.438965
	Iteration 51Q: 3 clusters Score -2203703 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2203725.250000 Penalty: 3399.438965
	Iteration 52Q: 3 clusters Score -2203725 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2203765.250000 Penalty: 3399.438965
	Iteration 53Q: 3 clusters Score -2203765 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2203794.000000 Penalty: 3399.438965
	Iteration 54Q: 3 clusters Score -2203794 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2203813.750000 Penalty: 3399.438965
	Iteration 55Q: 3 clusters Score -2203814 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2203853.000000 Penalty: 3399.438965
	Iteration 56Q: 3 clusters Score -2203853 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2203886 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2203917.500000 Penalty: 3399.438965
	Iteration 58Q: 3 clusters Score -2203918 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2203972.000000 Penalty: 3399.438965
	Iteration 59Q: 3 clusters Score -2203972 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2204024.000000 Penalty: 3399.438965
	Iteration 60F: 3 clusters Score -2204024 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2204062.750000 Penalty: 3399.438965
	Iteration 61Q: 3 clusters Score -2204063 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2204127.500000 Penalty: 3399.438965
	Iteration 62Q: 3 clusters Score -2204128 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2204193.500000 Penalty: 3399.438965
	Iteration 63Q: 3 clusters Score -2204194 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2204246.250000 Penalty: 3399.438965
	Iteration 64Q: 3 clusters Score -2204246 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2204323.000000 Penalty: 3399.438965
	Iteration 65Q: 3 clusters Score -2204323 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2204382.500000 Penalty: 3399.438965
	Iteration 66Q: 3 clusters Score -2204382 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2204460.000000 Penalty: 3399.438965
	Iteration 67Q: 3 clusters Score -2204460 nChanged 289
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2204544.500000 Penalty: 3399.438965
	Iteration 68Q: 3 clusters Score -2204544 nChanged 299
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2204633.250000 Penalty: 3399.438965
	Iteration 69Q: 3 clusters Score -2204633 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2204744.750000 Penalty: 3399.438965
	Iteration 70Q: 3 clusters Score -2204745 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2204824.250000 Penalty: 3399.438965
	Iteration 71Q: 3 clusters Score -2204824 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2204907.250000 Penalty: 3399.438965
	Iteration 72Q: 3 clusters Score -2204907 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2204992.500000 Penalty: 3399.438965
	Iteration 73Q: 3 clusters Score -2204992 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2205070.750000 Penalty: 3399.438965
	Iteration 74Q: 3 clusters Score -2205071 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2205140.250000 Penalty: 3399.438965
	Iteration 75Q: 3 clusters Score -2205140 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2205204.500000 Penalty: 3399.438965
	Iteration 76Q: 3 clusters Score -2205204 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2205256.000000 Penalty: 3399.438965
	Iteration 77Q: 3 clusters Score -2205256 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2205310.500000 Penalty: 3399.438965
	Iteration 78Q: 3 clusters Score -2205310 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2205356.250000 Penalty: 3399.438965
	Iteration 79Q: 3 clusters Score -2205356 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2205408.750000 Penalty: 3399.438965
	Iteration 80F: 3 clusters Score -2205409 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2205469.750000 Penalty: 3399.438965
	Iteration 81Q: 3 clusters Score -2205470 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2205530.000000 Penalty: 3399.438965
	Iteration 82Q: 3 clusters Score -2205530 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2205593.000000 Penalty: 3399.438965
	Iteration 83Q: 3 clusters Score -2205593 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2205647.500000 Penalty: 3399.438965
	Iteration 84Q: 3 clusters Score -2205648 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2205683.500000 Penalty: 3399.438965
	Iteration 85Q: 3 clusters Score -2205684 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2205718.750000 Penalty: 3399.438965
	Iteration 86Q: 3 clusters Score -2205719 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2205736.500000 Penalty: 3399.438965
	Iteration 87Q: 3 clusters Score -2205736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2205757.750000 Penalty: 3399.438965
	Iteration 88Q: 3 clusters Score -2205758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2205768.500000 Penalty: 3399.438965
	Iteration 89Q: 3 clusters Score -2205768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2205783.750000 Penalty: 3399.438965
	Iteration 90Q: 3 clusters Score -2205784 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2205801.750000 Penalty: 3399.438965
	Iteration 91Q: 3 clusters Score -2205802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2205810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2205818.250000 Penalty: 3399.438965
	Iteration 93Q: 3 clusters Score -2205818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2205830.000000 Penalty: 3399.438965
	Iteration 94Q: 3 clusters Score -2205830 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2205834.500000 Penalty: 3399.438965
	Iteration 95Q: 3 clusters Score -2205834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2205833.250000 Penalty: 3399.438965
	Iteration 96Q: 3 clusters Score -2205833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2205838.250000 Penalty: 3399.438965
	Iteration 97Q: 3 clusters Score -2205838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2205836.500000 Penalty: 3399.438965
	Iteration 98Q: 3 clusters Score -2205836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2205845.000000 Penalty: 3399.438965
	Iteration 99Q: 3 clusters Score -2205845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2205847.250000 Penalty: 3399.438965
	Iteration 100F: 3 clusters Score -2205847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2205853.250000 Penalty: 3399.438965
	Iteration 101Q: 3 clusters Score -2205853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2205851.500000 Penalty: 3399.438965
	Iteration 102Q: 3 clusters Score -2205852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2205851.250000 Penalty: 3399.438965
	Iteration 103Q: 3 clusters Score -2205851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2205855.250000 Penalty: 3399.438965
	Iteration 104Q: 3 clusters Score -2205855 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2205855 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2205856.500000 Penalty: 3399.438965
	Iteration 106Q: 3 clusters Score -2205856 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2205858.500000 Penalty: 3399.438965
	Iteration 107Q: 3 clusters Score -2205858 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2205860.750000 Penalty: 3399.438965
	Iteration 108Q: 3 clusters Score -2205861 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2205859.500000 Penalty: 3399.438965
	Iteration 109Q: 3 clusters Score -2205860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2205862.250000 Penalty: 3399.438965
	Iteration 110Q: 3 clusters Score -2205862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2205863.000000 Penalty: 3399.438965
	Iteration 111Q: 3 clusters Score -2205863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2205864.500000 Penalty: 3399.438965
	Iteration 112Q: 3 clusters Score -2205864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2205865.000000 Penalty: 3399.438965
	Iteration 113Q: 3 clusters Score -2205865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2205866.000000 Penalty: 3399.438965
	Iteration 114Q: 3 clusters Score -2205866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2205870.500000 Penalty: 3399.438965
	Iteration 115Q: 3 clusters Score -2205870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2205875.750000 Penalty: 3399.438965
	Iteration 116Q: 3 clusters Score -2205876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2205878.000000 Penalty: 3399.438965
	Iteration 117Q: 3 clusters Score -2205878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2205879.000000 Penalty: 3399.438965
	Iteration 118Q: 3 clusters Score -2205879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2205882.500000 Penalty: 3399.438965
	Iteration 119Q: 3 clusters Score -2205882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2205883.000000 Penalty: 3399.438965
	Iteration 120F: 3 clusters Score -2205883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2205884.500000 Penalty: 3399.438965
	Iteration 121Q: 3 clusters Score -2205884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2205883.500000 Penalty: 3399.438965
	Iteration 122Q: 3 clusters Score -2205884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2205883.500000 Penalty: 3399.438965
	Iteration 123F: 3 clusters Score -2205884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 782 members 
Mstep: Class 3 contains 33863 members 
Mstep: Class 4 contains 75955 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 31005 members 
Mstep: Class 10 contains 7693 members 
Mstep: Class 12 contains 85862 members 
Mstep: Class 14 contains 178638 members 
Mstep: Class 15 contains 14319 members 
Mstep: Class 17 contains 7812 members 
Mstep: Class 19 contains 191324 members 
Mstep: Class 20 contains 17578 members 
Mstep: Class 21 contains 34103 members 
Entering Unmasked Estep 
Score: -41766092.000000 Penalty: 30561.902344
Splitting cluster 21 changes total score from -41764700.000000 to -41766092.000000
So it's getting split into cluster 2.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 3 contains 33863 members 
Mstep: Class 4 contains 75955 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 31005 members 
Mstep: Class 10 contains 7693 members 
Mstep: Class 12 contains 85862 members 
Mstep: Class 14 contains 178638 members 
Mstep: Class 15 contains 14319 members 
Mstep: Class 17 contains 7812 members 
Mstep: Class 19 contains 191324 members 
Mstep: Class 20 contains 17578 members 
Mstep: Class 21 contains 34103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41766900.000000 Penalty: 30561.902344
Iteration 39Q: 15 clusters Score -4.17669e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 3 contains 33484 members 
Mstep: Class 4 contains 75400 members 
Mstep: Class 7 contains 2584 members 
Mstep: Class 8 contains 30795 members 
Mstep: Class 10 contains 7687 members 
Mstep: Class 12 contains 85334 members 
Mstep: Class 14 contains 178282 members 
Mstep: Class 15 contains 14484 members 
Mstep: Class 17 contains 7702 members 
Mstep: Class 19 contains 195267 members 
Mstep: Class 20 contains 16622 members 
Mstep: Class 21 contains 33094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41768464.000000 Penalty: 30561.902344
Iteration 40F: 15 clusters Score -4.176846e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 840 members 
Mstep: Class 3 contains 33126 members 
Mstep: Class 4 contains 74844 members 
Mstep: Class 7 contains 2569 members 
Mstep: Class 8 contains 30571 members 
Mstep: Class 10 contains 7677 members 
Mstep: Class 12 contains 84830 members 
Mstep: Class 14 contains 177954 members 
Mstep: Class 15 contains 14909 members 
Mstep: Class 17 contains 7382 members 
Mstep: Class 19 contains 199110 members 
Mstep: Class 20 contains 15696 members 
Mstep: Class 21 contains 32035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41769628.000000 Penalty: 30561.902344
Iteration 41Q: 15 clusters Score -4.176963e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 856 members 
Mstep: Class 3 contains 32777 members 
Mstep: Class 4 contains 74360 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 30329 members 
Mstep: Class 10 contains 7657 members 
Mstep: Class 12 contains 84377 members 
Mstep: Class 14 contains 177527 members 
Mstep: Class 15 contains 15280 members 
Mstep: Class 17 contains 7167 members 
Mstep: Class 19 contains 202975 members 
Mstep: Class 20 contains 14789 members 
Mstep: Class 21 contains 30914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41770960.000000 Penalty: 30561.902344
Iteration 42Q: 15 clusters Score -4.177096e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 874 members 
Mstep: Class 3 contains 32414 members 
Mstep: Class 4 contains 73938 members 
Mstep: Class 7 contains 2496 members 
Mstep: Class 8 contains 30095 members 
Mstep: Class 10 contains 7634 members 
Mstep: Class 12 contains 83907 members 
Mstep: Class 14 contains 177072 members 
Mstep: Class 15 contains 15584 members 
Mstep: Class 17 contains 6978 members 
Mstep: Class 19 contains 206856 members 
Mstep: Class 20 contains 13912 members 
Mstep: Class 21 contains 29777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41771948.000000 Penalty: 30561.902344
Iteration 43Q: 15 clusters Score -4.177195e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 32039 members 
Mstep: Class 4 contains 73483 members 
Mstep: Class 7 contains 2468 members 
Mstep: Class 8 contains 29871 members 
Mstep: Class 10 contains 7623 members 
Mstep: Class 12 contains 83317 members 
Mstep: Class 14 contains 176578 members 
Mstep: Class 15 contains 15856 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 19 contains 210844 members 
Mstep: Class 20 contains 13040 members 
Mstep: Class 21 contains 28695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41773528.000000 Penalty: 30561.902344
Iteration 44Q: 15 clusters Score -4.177353e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 924 members 
Mstep: Class 3 contains 31675 members 
Mstep: Class 4 contains 73047 members 
Mstep: Class 7 contains 2425 members 
Mstep: Class 8 contains 29653 members 
Mstep: Class 10 contains 7612 members 
Mstep: Class 12 contains 82648 members 
Mstep: Class 14 contains 176065 members 
Mstep: Class 15 contains 16070 members 
Mstep: Class 17 contains 6715 members 
Mstep: Class 19 contains 214819 members 
Mstep: Class 20 contains 12223 members 
Mstep: Class 21 contains 27658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41774824.000000 Penalty: 30561.902344
Iteration 45Q: 15 clusters Score -4.177482e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 936 members 
Mstep: Class 3 contains 31306 members 
Mstep: Class 4 contains 72630 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 29442 members 
Mstep: Class 10 contains 7595 members 
Mstep: Class 12 contains 81941 members 
Mstep: Class 14 contains 175559 members 
Mstep: Class 15 contains 16271 members 
Mstep: Class 17 contains 6582 members 
Mstep: Class 19 contains 218652 members 
Mstep: Class 20 contains 11457 members 
Mstep: Class 21 contains 26792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41775984.000000 Penalty: 30561.902344
Iteration 46Q: 15 clusters Score -4.177598e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 30935 members 
Mstep: Class 4 contains 72203 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 29225 members 
Mstep: Class 10 contains 7584 members 
Mstep: Class 12 contains 81285 members 
Mstep: Class 14 contains 174978 members 
Mstep: Class 15 contains 16471 members 
Mstep: Class 17 contains 6476 members 
Mstep: Class 19 contains 222355 members 
Mstep: Class 20 contains 10751 members 
Mstep: Class 21 contains 26020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41777344.000000 Penalty: 30561.902344
Iteration 47Q: 15 clusters Score -4.177734e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 30570 members 
Mstep: Class 4 contains 71820 members 
Mstep: Class 7 contains 2241 members 
Mstep: Class 8 contains 29012 members 
Mstep: Class 10 contains 7575 members 
Mstep: Class 12 contains 80571 members 
Mstep: Class 14 contains 174368 members 
Mstep: Class 15 contains 16659 members 
Mstep: Class 17 contains 6380 members 
Mstep: Class 19 contains 225900 members 
Mstep: Class 20 contains 10093 members 
Mstep: Class 21 contains 25388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41778180.000000 Penalty: 30561.902344
Iteration 48Q: 15 clusters Score -4.177818e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 3 contains 30250 members 
Mstep: Class 4 contains 71445 members 
Mstep: Class 7 contains 2183 members 
Mstep: Class 8 contains 28819 members 
Mstep: Class 10 contains 7564 members 
Mstep: Class 12 contains 79867 members 
Mstep: Class 14 contains 173648 members 
Mstep: Class 15 contains 16828 members 
Mstep: Class 17 contains 6300 members 
Mstep: Class 19 contains 229325 members 
Mstep: Class 20 contains 9500 members 
Mstep: Class 21 contains 24837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41778848.000000 Penalty: 30561.902344
Iteration 49Q: 15 clusters Score -4.177885e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 970 members 
Mstep: Class 3 contains 29952 members 
Mstep: Class 4 contains 71072 members 
Mstep: Class 7 contains 2121 members 
Mstep: Class 8 contains 28633 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 12 contains 79211 members 
Mstep: Class 14 contains 172931 members 
Mstep: Class 15 contains 16988 members 
Mstep: Class 17 contains 6224 members 
Mstep: Class 19 contains 232525 members 
Mstep: Class 20 contains 8969 members 
Mstep: Class 21 contains 24380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41779300.000000 Penalty: 30561.902344
Iteration 50Q: 15 clusters Score -4.17793e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 980 members 
Mstep: Class 3 contains 29646 members 
Mstep: Class 4 contains 70723 members 
Mstep: Class 7 contains 2050 members 
Mstep: Class 8 contains 28462 members 
Mstep: Class 10 contains 7550 members 
Mstep: Class 12 contains 78602 members 
Mstep: Class 14 contains 172157 members 
Mstep: Class 15 contains 17162 members 
Mstep: Class 17 contains 6140 members 
Mstep: Class 19 contains 235574 members 
Mstep: Class 20 contains 8472 members 
Mstep: Class 21 contains 24010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41779972.000000 Penalty: 30561.902344
Iteration 51Q: 15 clusters Score -4.177997e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 979 members 
Mstep: Class 3 contains 29335 members 
Mstep: Class 4 contains 70382 members 
Mstep: Class 7 contains 1987 members 
Mstep: Class 8 contains 28287 members 
Mstep: Class 10 contains 7548 members 
Mstep: Class 12 contains 78000 members 
Mstep: Class 14 contains 171383 members 
Mstep: Class 15 contains 17319 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 19 contains 238603 members 
Mstep: Class 20 contains 8004 members 
Mstep: Class 21 contains 23634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41780336.000000 Penalty: 30561.902344
Iteration 52Q: 15 clusters Score -4.178034e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 28994 members 
Mstep: Class 4 contains 70000 members 
Mstep: Class 7 contains 1934 members 
Mstep: Class 8 contains 28115 members 
Mstep: Class 10 contains 7539 members 
Mstep: Class 12 contains 77436 members 
Mstep: Class 14 contains 170636 members 
Mstep: Class 15 contains 17477 members 
Mstep: Class 17 contains 5986 members 
Mstep: Class 19 contains 241589 members 
Mstep: Class 20 contains 7547 members 
Mstep: Class 21 contains 23303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41780904.000000 Penalty: 30561.902344
Iteration 53Q: 15 clusters Score -4.17809e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 28644 members 
Mstep: Class 4 contains 69661 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 27935 members 
Mstep: Class 10 contains 7528 members 
Mstep: Class 12 contains 76928 members 
Mstep: Class 14 contains 169883 members 
Mstep: Class 15 contains 17616 members 
Mstep: Class 17 contains 5923 members 
Mstep: Class 19 contains 244372 members 
Mstep: Class 20 contains 7157 members 
Mstep: Class 21 contains 23029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41781364.000000 Penalty: 30561.902344
Iteration 54Q: 15 clusters Score -4.178136e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 28303 members 
Mstep: Class 4 contains 69364 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 8 contains 27732 members 
Mstep: Class 10 contains 7520 members 
Mstep: Class 12 contains 76423 members 
Mstep: Class 14 contains 169116 members 
Mstep: Class 15 contains 17761 members 
Mstep: Class 17 contains 5856 members 
Mstep: Class 19 contains 247043 members 
Mstep: Class 20 contains 6789 members 
Mstep: Class 21 contains 22816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41781640.000000 Penalty: 30561.902344
Iteration 55Q: 15 clusters Score -4.178164e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 27984 members 
Mstep: Class 4 contains 69080 members 
Mstep: Class 7 contains 1805 members 
Mstep: Class 8 contains 27546 members 
Mstep: Class 10 contains 7511 members 
Mstep: Class 12 contains 75922 members 
Mstep: Class 14 contains 168338 members 
Mstep: Class 15 contains 17888 members 
Mstep: Class 17 contains 5795 members 
Mstep: Class 19 contains 249645 members 
Mstep: Class 20 contains 6455 members 
Mstep: Class 21 contains 22612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41782008.000000 Penalty: 30561.902344
Iteration 56Q: 15 clusters Score -4.178201e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 939 members 
Mstep: Class 3 contains 27663 members 
Mstep: Class 4 contains 68796 members 
Mstep: Class 7 contains 1765 members 
Mstep: Class 8 contains 27331 members 
Mstep: Class 10 contains 7502 members 
Mstep: Class 12 contains 75438 members 
Mstep: Class 14 contains 167624 members 
Mstep: Class 15 contains 18027 members 
Mstep: Class 17 contains 5725 members 
Mstep: Class 19 contains 252158 members 
Mstep: Class 20 contains 6109 members 
Mstep: Class 21 contains 22448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41782264.000000 Penalty: 30561.902344
Iteration 57Q: 15 clusters Score -4.178226e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 926 members 
Mstep: Class 3 contains 27396 members 
Mstep: Class 4 contains 68531 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 8 contains 27158 members 
Mstep: Class 10 contains 7497 members 
Mstep: Class 12 contains 74968 members 
Mstep: Class 14 contains 166981 members 
Mstep: Class 15 contains 18159 members 
Mstep: Class 17 contains 5663 members 
Mstep: Class 19 contains 254441 members 
Mstep: Class 20 contains 5785 members 
Mstep: Class 21 contains 22277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41782428.000000 Penalty: 30561.902344
Iteration 58Q: 15 clusters Score -4.178243e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 27114 members 
Mstep: Class 4 contains 68262 members 
Mstep: Class 7 contains 1714 members 
Mstep: Class 8 contains 26998 members 
Mstep: Class 10 contains 7494 members 
Mstep: Class 12 contains 74510 members 
Mstep: Class 14 contains 166366 members 
Mstep: Class 15 contains 18275 members 
Mstep: Class 17 contains 5611 members 
Mstep: Class 19 contains 256668 members 
Mstep: Class 20 contains 5469 members 
Mstep: Class 21 contains 22129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41782656.000000 Penalty: 30561.902344
Iteration 59Q: 15 clusters Score -4.178266e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 901 members 
Mstep: Class 3 contains 26867 members 
Mstep: Class 4 contains 67988 members 
Mstep: Class 7 contains 1676 members 
Mstep: Class 8 contains 26839 members 
Mstep: Class 10 contains 7495 members 
Mstep: Class 12 contains 74076 members 
Mstep: Class 14 contains 165758 members 
Mstep: Class 15 contains 18374 members 
Mstep: Class 17 contains 5555 members 
Mstep: Class 19 contains 258813 members 
Mstep: Class 20 contains 5181 members 
Mstep: Class 21 contains 22002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41783004.000000 Penalty: 30561.902344
Iteration 60F: 15 clusters Score -4.1783e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 892 members 
Mstep: Class 3 contains 26613 members 
Mstep: Class 4 contains 67732 members 
Mstep: Class 7 contains 1661 members 
Mstep: Class 8 contains 26704 members 
Mstep: Class 10 contains 7490 members 
Mstep: Class 12 contains 73651 members 
Mstep: Class 14 contains 165168 members 
Mstep: Class 15 contains 18473 members 
Mstep: Class 17 contains 5493 members 
Mstep: Class 19 contains 260833 members 
Mstep: Class 20 contains 4925 members 
Mstep: Class 21 contains 21889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41783312.000000 Penalty: 30561.902344
Iteration 61Q: 15 clusters Score -4.178331e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 892 members 
Mstep: Class 3 contains 26360 members 
Mstep: Class 4 contains 67491 members 
Mstep: Class 7 contains 1648 members 
Mstep: Class 8 contains 26568 members 
Mstep: Class 10 contains 7483 members 
Mstep: Class 12 contains 73254 members 
Mstep: Class 14 contains 164612 members 
Mstep: Class 15 contains 18557 members 
Mstep: Class 17 contains 5446 members 
Mstep: Class 19 contains 262776 members 
Mstep: Class 20 contains 4661 members 
Mstep: Class 21 contains 21776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41783268.000000 Penalty: 30561.902344
Iteration 62Q: 15 clusters Score -4.178327e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 887 members 
Mstep: Class 3 contains 26117 members 
Mstep: Class 4 contains 67261 members 
Mstep: Class 7 contains 1632 members 
Mstep: Class 8 contains 26408 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 12 contains 72893 members 
Mstep: Class 14 contains 164059 members 
Mstep: Class 15 contains 18618 members 
Mstep: Class 17 contains 5395 members 
Mstep: Class 19 contains 264673 members 
Mstep: Class 20 contains 4442 members 
Mstep: Class 21 contains 21662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41783568.000000 Penalty: 30561.902344
Iteration 63Q: 15 clusters Score -4.178357e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 885 members 
Mstep: Class 3 contains 25883 members 
Mstep: Class 4 contains 67037 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 26248 members 
Mstep: Class 10 contains 7480 members 
Mstep: Class 12 contains 72540 members 
Mstep: Class 14 contains 163547 members 
Mstep: Class 15 contains 18676 members 
Mstep: Class 17 contains 5356 members 
Mstep: Class 19 contains 266463 members 
Mstep: Class 20 contains 4253 members 
Mstep: Class 21 contains 21551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41783796.000000 Penalty: 30561.902344
Iteration 64Q: 15 clusters Score -4.17838e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 873 members 
Mstep: Class 3 contains 25658 members 
Mstep: Class 4 contains 66805 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 8 contains 26085 members 
Mstep: Class 10 contains 7486 members 
Mstep: Class 12 contains 72231 members 
Mstep: Class 14 contains 163052 members 
Mstep: Class 15 contains 18720 members 
Mstep: Class 17 contains 5322 members 
Mstep: Class 19 contains 268192 members 
Mstep: Class 20 contains 4069 members 
Mstep: Class 21 contains 21450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41783940.000000 Penalty: 30561.902344
Iteration 65Q: 15 clusters Score -4.178394e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 25426 members 
Mstep: Class 4 contains 66568 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 25916 members 
Mstep: Class 10 contains 7491 members 
Mstep: Class 12 contains 71936 members 
Mstep: Class 14 contains 162556 members 
Mstep: Class 15 contains 18759 members 
Mstep: Class 17 contains 5284 members 
Mstep: Class 19 contains 269912 members 
Mstep: Class 20 contains 3895 members 
Mstep: Class 21 contains 21352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41783976.000000 Penalty: 30561.902344
Iteration 66Q: 15 clusters Score -4.178398e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 866 members 
Mstep: Class 3 contains 25202 members 
Mstep: Class 4 contains 66356 members 
Mstep: Class 7 contains 1549 members 
Mstep: Class 8 contains 25774 members 
Mstep: Class 10 contains 7490 members 
Mstep: Class 12 contains 71627 members 
Mstep: Class 14 contains 162057 members 
Mstep: Class 15 contains 18822 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 19 contains 271548 members 
Mstep: Class 20 contains 3727 members 
Mstep: Class 21 contains 21265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41784188.000000 Penalty: 30561.902344
Iteration 67Q: 15 clusters Score -4.178419e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 861 members 
Mstep: Class 3 contains 24979 members 
Mstep: Class 4 contains 66168 members 
Mstep: Class 7 contains 1538 members 
Mstep: Class 8 contains 25642 members 
Mstep: Class 10 contains 7487 members 
Mstep: Class 12 contains 71309 members 
Mstep: Class 14 contains 161583 members 
Mstep: Class 15 contains 18888 members 
Mstep: Class 17 contains 5198 members 
Mstep: Class 19 contains 273102 members 
Mstep: Class 20 contains 3571 members 
Mstep: Class 21 contains 21199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41784284.000000 Penalty: 30561.902344
Iteration 68Q: 15 clusters Score -4.178428e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 860 members 
Mstep: Class 3 contains 24777 members 
Mstep: Class 4 contains 65994 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 25494 members 
Mstep: Class 10 contains 7485 members 
Mstep: Class 12 contains 70999 members 
Mstep: Class 14 contains 161095 members 
Mstep: Class 15 contains 18931 members 
Mstep: Class 17 contains 5166 members 
Mstep: Class 19 contains 274627 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 21125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41784416.000000 Penalty: 30561.902344
Iteration 69Q: 15 clusters Score -4.178442e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 24596 members 
Mstep: Class 4 contains 65821 members 
Mstep: Class 7 contains 1519 members 
Mstep: Class 8 contains 25338 members 
Mstep: Class 10 contains 7486 members 
Mstep: Class 12 contains 70718 members 
Mstep: Class 14 contains 160627 members 
Mstep: Class 15 contains 18965 members 
Mstep: Class 17 contains 5140 members 
Mstep: Class 19 contains 276076 members 
Mstep: Class 20 contains 3330 members 
Mstep: Class 21 contains 21057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41784544.000000 Penalty: 30561.902344
Iteration 70Q: 15 clusters Score -4.178454e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 24416 members 
Mstep: Class 4 contains 65662 members 
Mstep: Class 7 contains 1507 members 
Mstep: Class 8 contains 25203 members 
Mstep: Class 10 contains 7490 members 
Mstep: Class 12 contains 70422 members 
Mstep: Class 14 contains 160159 members 
Mstep: Class 15 contains 18997 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 19 contains 277502 members 
Mstep: Class 20 contains 3212 members 
Mstep: Class 21 contains 20991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41784720.000000 Penalty: 30561.902344
Iteration 71Q: 15 clusters Score -4.178472e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 24266 members 
Mstep: Class 4 contains 65506 members 
Mstep: Class 7 contains 1493 members 
Mstep: Class 8 contains 25071 members 
Mstep: Class 10 contains 7489 members 
Mstep: Class 12 contains 70156 members 
Mstep: Class 14 contains 159681 members 
Mstep: Class 15 contains 19022 members 
Mstep: Class 17 contains 5096 members 
Mstep: Class 19 contains 278859 members 
Mstep: Class 20 contains 3099 members 
Mstep: Class 21 contains 20940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41784768.000000 Penalty: 30561.902344
Iteration 72Q: 15 clusters Score -4.178477e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 842 members 
Mstep: Class 3 contains 24112 members 
Mstep: Class 4 contains 65351 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 24954 members 
Mstep: Class 10 contains 7489 members 
Mstep: Class 12 contains 69893 members 
Mstep: Class 14 contains 159263 members 
Mstep: Class 15 contains 19047 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 19 contains 280120 members 
Mstep: Class 20 contains 3011 members 
Mstep: Class 21 contains 20880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41784760.000000 Penalty: 30561.902344
Iteration 73Q: 15 clusters Score -4.178476e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 839 members 
Mstep: Class 3 contains 23957 members 
Mstep: Class 4 contains 65190 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 24851 members 
Mstep: Class 10 contains 7485 members 
Mstep: Class 12 contains 69655 members 
Mstep: Class 14 contains 158873 members 
Mstep: Class 15 contains 19077 members 
Mstep: Class 17 contains 5066 members 
Mstep: Class 19 contains 281321 members 
Mstep: Class 20 contains 2934 members 
Mstep: Class 21 contains 20810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41784764.000000 Penalty: 30561.902344
Iteration 74Q: 15 clusters Score -4.178476e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 835 members 
Mstep: Class 3 contains 23804 members 
Mstep: Class 4 contains 65052 members 
Mstep: Class 7 contains 1452 members 
Mstep: Class 8 contains 24768 members 
Mstep: Class 10 contains 7479 members 
Mstep: Class 12 contains 69385 members 
Mstep: Class 14 contains 158529 members 
Mstep: Class 15 contains 19084 members 
Mstep: Class 17 contains 5052 members 
Mstep: Class 19 contains 282481 members 
Mstep: Class 20 contains 2859 members 
Mstep: Class 21 contains 20740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41784968.000000 Penalty: 30561.902344
Iteration 75Q: 15 clusters Score -4.178497e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 23654 members 
Mstep: Class 4 contains 64894 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 8 contains 24694 members 
Mstep: Class 10 contains 7480 members 
Mstep: Class 12 contains 69120 members 
Mstep: Class 14 contains 158186 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 17 contains 5035 members 
Mstep: Class 19 contains 283631 members 
Mstep: Class 20 contains 2784 members 
Mstep: Class 21 contains 20673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785016.000000 Penalty: 30561.902344
Iteration 76Q: 15 clusters Score -4.178502e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 23508 members 
Mstep: Class 4 contains 64764 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 24631 members 
Mstep: Class 10 contains 7481 members 
Mstep: Class 12 contains 68873 members 
Mstep: Class 14 contains 157844 members 
Mstep: Class 15 contains 19126 members 
Mstep: Class 17 contains 5020 members 
Mstep: Class 19 contains 284686 members 
Mstep: Class 20 contains 2719 members 
Mstep: Class 21 contains 20618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785140.000000 Penalty: 30561.902344
Iteration 77Q: 15 clusters Score -4.178514e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 820 members 
Mstep: Class 3 contains 23376 members 
Mstep: Class 4 contains 64649 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 24574 members 
Mstep: Class 10 contains 7480 members 
Mstep: Class 12 contains 68634 members 
Mstep: Class 14 contains 157501 members 
Mstep: Class 15 contains 19150 members 
Mstep: Class 17 contains 5008 members 
Mstep: Class 19 contains 285690 members 
Mstep: Class 20 contains 2655 members 
Mstep: Class 21 contains 20572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2176.519775 but Gain 2182.992188
Score: -41785252.000000 Penalty: 28378.910156
Iteration 78Q: 14 clusters Score -4.178525e+07 nChanged 2478
Entering ConstructFrom: 
Score: -41785252.000000 Penalty: 28378.910156
Entering ConstructFrom: 
Trying to split cluster 1 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -74580.281250 Penalty: 1148.162109
	Iteration 0F: 2 clusters Score -74580.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -73040.875000 Penalty: 2296.324219
	Iteration 0F: 3 clusters Score -73040.88 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -73312.937500 Penalty: 2296.324219
	Iteration 1F: 3 clusters Score -73312.94 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -73372.835938 Penalty: 2296.324219
	Iteration 2F: 3 clusters Score -73372.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -73407.593750 Penalty: 2296.324219
	Iteration 3Q: 3 clusters Score -73407.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -73433.226562 Penalty: 2296.324219
	Iteration 4Q: 3 clusters Score -73433.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -73445.109375 Penalty: 2296.324219
	Iteration 5Q: 3 clusters Score -73445.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -73454.875000 Penalty: 2296.324219
	Iteration 6Q: 3 clusters Score -73454.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -73461.781250 Penalty: 2296.324219
	Iteration 7Q: 3 clusters Score -73461.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -73469.492188 Penalty: 2296.324219
	Iteration 8Q: 3 clusters Score -73469.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -73478.890625 Penalty: 2296.324219
	Iteration 9Q: 3 clusters Score -73478.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -73485.515625 Penalty: 2296.324219
	Iteration 10Q: 3 clusters Score -73485.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -73491.062500 Penalty: 2296.324219
	Iteration 11Q: 3 clusters Score -73491.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -73492.929688 Penalty: 2296.324219
	Iteration 12Q: 3 clusters Score -73492.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -73493.093750 Penalty: 2296.324219
	Iteration 13Q: 3 clusters Score -73493.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -73493.492188 Penalty: 2296.324219
	Iteration 14Q: 3 clusters Score -73493.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -73493.492188 Penalty: 2296.324219
	Iteration 15F: 3 clusters Score -73493.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -51656.046875 Penalty: 1093.984253
	Iteration 0F: 2 clusters Score -51656.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -50318.296875 Penalty: 2187.968506
	Iteration 0F: 3 clusters Score -50318.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -50516.460938 Penalty: 2187.968506
	Iteration 1F: 3 clusters Score -50516.46 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -50571.386719 Penalty: 2187.968506
	Iteration 2F: 3 clusters Score -50571.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -50601.011719 Penalty: 2187.968506
	Iteration 3Q: 3 clusters Score -50601.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -50617.597656 Penalty: 2187.968506
	Iteration 4Q: 3 clusters Score -50617.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -50623.062500 Penalty: 2187.968506
	Iteration 5Q: 3 clusters Score -50623.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -50632.132812 Penalty: 2187.968506
	Iteration 6Q: 3 clusters Score -50632.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -50635.066406 Penalty: 2187.968506
	Iteration 7Q: 3 clusters Score -50635.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -50637.390625 Penalty: 2187.968506
	Iteration 8Q: 3 clusters Score -50637.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -50638.531250 Penalty: 2187.968506
	Iteration 9Q: 3 clusters Score -50638.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -50639.187500 Penalty: 2187.968506
	Iteration 10Q: 3 clusters Score -50639.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -50639.187500 Penalty: 2187.968506
	Iteration 11F: 3 clusters Score -50639.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Entering Unmasked Estep 
Score: -1498555.250000 Penalty: 1633.840698
	Iteration 0F: 2 clusters Score -1498555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1482700.625000 Penalty: 3267.681396
	Iteration 0F: 3 clusters Score -1482701 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1488735.375000 Penalty: 3267.681396
	Iteration 1F: 3 clusters Score -1488735 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1489341.000000 Penalty: 3267.681396
	Iteration 2F: 3 clusters Score -1489341 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1490138.500000 Penalty: 3267.681396
	Iteration 3F: 3 clusters Score -1490138 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1491262.125000 Penalty: 3267.681396
	Iteration 4F: 3 clusters Score -1491262 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1492751.750000 Penalty: 3267.681396
	Iteration 5F: 3 clusters Score -1492752 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1494336.750000 Penalty: 3267.681396
	Iteration 6F: 3 clusters Score -1494337 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1495536.250000 Penalty: 3267.681396
	Iteration 7F: 3 clusters Score -1495536 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1496144.500000 Penalty: 3267.681396
	Iteration 8Q: 3 clusters Score -1496144 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1496485.500000 Penalty: 3267.681396
	Iteration 9Q: 3 clusters Score -1496486 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1496681.625000 Penalty: 3267.681396
	Iteration 10Q: 3 clusters Score -1496682 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1496791.375000 Penalty: 3267.681396
	Iteration 11Q: 3 clusters Score -1496791 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1496858.500000 Penalty: 3267.681396
	Iteration 12Q: 3 clusters Score -1496858 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1496910.750000 Penalty: 3267.681396
	Iteration 13Q: 3 clusters Score -1496911 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1496966.750000 Penalty: 3267.681396
	Iteration 14Q: 3 clusters Score -1496967 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1497004.000000 Penalty: 3267.681396
	Iteration 15Q: 3 clusters Score -1497004 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1497045.625000 Penalty: 3267.681396
	Iteration 16Q: 3 clusters Score -1497046 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1497080.000000 Penalty: 3267.681396
	Iteration 17Q: 3 clusters Score -1497080 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1497119.125000 Penalty: 3267.681396
	Iteration 18Q: 3 clusters Score -1497119 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1497140.000000 Penalty: 3267.681396
	Iteration 19Q: 3 clusters Score -1497140 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1497165.625000 Penalty: 3267.681396
	Iteration 20F: 3 clusters Score -1497166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1497187.875000 Penalty: 3267.681396
	Iteration 21Q: 3 clusters Score -1497188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1497204.625000 Penalty: 3267.681396
	Iteration 22Q: 3 clusters Score -1497205 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1497222.750000 Penalty: 3267.681396
	Iteration 23Q: 3 clusters Score -1497223 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1497241.500000 Penalty: 3267.681396
	Iteration 24Q: 3 clusters Score -1497242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1497257.125000 Penalty: 3267.681396
	Iteration 25Q: 3 clusters Score -1497257 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1497263.375000 Penalty: 3267.681396
	Iteration 26Q: 3 clusters Score -1497263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1497270.125000 Penalty: 3267.681396
	Iteration 27Q: 3 clusters Score -1497270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1497282.750000 Penalty: 3267.681396
	Iteration 28Q: 3 clusters Score -1497283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1497292.125000 Penalty: 3267.681396
	Iteration 29Q: 3 clusters Score -1497292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1497294.875000 Penalty: 3267.681396
	Iteration 30Q: 3 clusters Score -1497295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1497303.250000 Penalty: 3267.681396
	Iteration 31Q: 3 clusters Score -1497303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1497306.375000 Penalty: 3267.681396
	Iteration 32Q: 3 clusters Score -1497306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1497306.250000 Penalty: 3267.681396
	Iteration 33Q: 3 clusters Score -1497306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1497311.250000 Penalty: 3267.681396
	Iteration 34Q: 3 clusters Score -1497311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1497313.375000 Penalty: 3267.681396
	Iteration 35Q: 3 clusters Score -1497313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1497310.500000 Penalty: 3267.681396
	Iteration 36Q: 3 clusters Score -1497310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1497313.375000 Penalty: 3267.681396
	Iteration 37Q: 3 clusters Score -1497313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1497313.375000 Penalty: 3267.681396
	Iteration 38F: 3 clusters Score -1497313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (64628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Entering Unmasked Estep 
Score: -4133853.250000 Penalty: 1799.915405
	Iteration 0F: 2 clusters Score -4133853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -4090719.750000 Penalty: 3599.830811
	Iteration 0F: 3 clusters Score -4090720 nChanged 30572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -4108677.250000 Penalty: 3599.830811
	Iteration 1F: 3 clusters Score -4108677 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -4109830.500000 Penalty: 3599.830811
	Iteration 2Q: 3 clusters Score -4109830 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -4111602.250000 Penalty: 3599.830811
	Iteration 3F: 3 clusters Score -4111602 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -4114231.500000 Penalty: 3599.830811
	Iteration 4F: 3 clusters Score -4114232 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -4117879.250000 Penalty: 3599.830811
	Iteration 5F: 3 clusters Score -4117879 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 53921 members 
Entering Unmasked Estep 
Score: -4122322.750000 Penalty: 3599.830811
	Iteration 6F: 3 clusters Score -4122323 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 58291 members 
Entering Unmasked Estep 
Score: -4126528.000000 Penalty: 3599.830811
	Iteration 7F: 3 clusters Score -4126528 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -4129564.000000 Penalty: 3599.830811
	Iteration 8Q: 3 clusters Score -4129564 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 63129 members 
Entering Unmasked Estep 
Score: -4131153.750000 Penalty: 3599.830811
	Iteration 9Q: 3 clusters Score -4131154 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 63871 members 
Entering Unmasked Estep 
Score: -4131788.750000 Penalty: 3599.830811
	Iteration 10Q: 3 clusters Score -4131789 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -4132037.000000 Penalty: 3599.830811
	Iteration 11Q: 3 clusters Score -4132037 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 64254 members 
Entering Unmasked Estep 
Score: -4132130.000000 Penalty: 3599.830811
	Iteration 12Q: 3 clusters Score -4132130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -4132194.750000 Penalty: 3599.830811
	Iteration 13Q: 3 clusters Score -4132195 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 64327 members 
Entering Unmasked Estep 
Score: -4132236.250000 Penalty: 3599.830811
	Iteration 14Q: 3 clusters Score -4132236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -4132258.250000 Penalty: 3599.830811
	Iteration 15Q: 3 clusters Score -4132258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -4132278.250000 Penalty: 3599.830811
	Iteration 16Q: 3 clusters Score -4132278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -4132291.250000 Penalty: 3599.830811
	Iteration 17Q: 3 clusters Score -4132291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -4132310.000000 Penalty: 3599.830811
	Iteration 18Q: 3 clusters Score -4132310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 64372 members 
Entering Unmasked Estep 
Score: -4132319.250000 Penalty: 3599.830811
	Iteration 19Q: 3 clusters Score -4132319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 64375 members 
Entering Unmasked Estep 
Score: -4132316.500000 Penalty: 3599.830811
	Iteration 20F: 3 clusters Score -4132316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -4132322.000000 Penalty: 3599.830811
	Iteration 21Q: 3 clusters Score -4132322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -4132325.750000 Penalty: 3599.830811
	Iteration 22Q: 3 clusters Score -4132326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 64381 members 
Entering Unmasked Estep 
Score: -4132327.500000 Penalty: 3599.830811
	Iteration 23Q: 3 clusters Score -4132328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -4132327.500000 Penalty: 3599.830811
	Iteration 24Q: 3 clusters Score -4132328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -4132327.500000 Penalty: 3599.830811
	Iteration 25F: 3 clusters Score -4132328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Entering Unmasked Estep 
Score: -1564206.500000 Penalty: 1642.539917
	Iteration 0F: 2 clusters Score -1564206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1547711.500000 Penalty: 3285.079834
	Iteration 0F: 3 clusters Score -1547712 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1554015.250000 Penalty: 3285.079834
	Iteration 1F: 3 clusters Score -1554015 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1554772.625000 Penalty: 3285.079834
	Iteration 2F: 3 clusters Score -1554773 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1555772.875000 Penalty: 3285.079834
	Iteration 3F: 3 clusters Score -1555773 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1556983.500000 Penalty: 3285.079834
	Iteration 4F: 3 clusters Score -1556984 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1558404.375000 Penalty: 3285.079834
	Iteration 5F: 3 clusters Score -1558404 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1559797.375000 Penalty: 3285.079834
	Iteration 6F: 3 clusters Score -1559797 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1561020.500000 Penalty: 3285.079834
	Iteration 7F: 3 clusters Score -1561020 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1561936.250000 Penalty: 3285.079834
	Iteration 8F: 3 clusters Score -1561936 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1562592.000000 Penalty: 3285.079834
	Iteration 9Q: 3 clusters Score -1562592 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1563062.250000 Penalty: 3285.079834
	Iteration 10Q: 3 clusters Score -1563062 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1563423.125000 Penalty: 3285.079834
	Iteration 11Q: 3 clusters Score -1563423 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1563733.250000 Penalty: 3285.079834
	Iteration 12Q: 3 clusters Score -1563733 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1563924.250000 Penalty: 3285.079834
	Iteration 13Q: 3 clusters Score -1563924 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1564017.000000 Penalty: 3285.079834
	Iteration 14Q: 3 clusters Score -1564017 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1564084.500000 Penalty: 3285.079834
	Iteration 15Q: 3 clusters Score -1564084 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1564132.125000 Penalty: 3285.079834
	Iteration 16Q: 3 clusters Score -1564132 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1564166.875000 Penalty: 3285.079834
	Iteration 17Q: 3 clusters Score -1564167 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1564190.250000 Penalty: 3285.079834
	Iteration 18Q: 3 clusters Score -1564190 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1564207.875000 Penalty: 3285.079834
	Iteration 19Q: 3 clusters Score -1564208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1564218.125000 Penalty: 3285.079834
	Iteration 20F: 3 clusters Score -1564218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1564223.375000 Penalty: 3285.079834
	Iteration 21Q: 3 clusters Score -1564223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1564228.875000 Penalty: 3285.079834
	Iteration 22Q: 3 clusters Score -1564229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1564227.375000 Penalty: 3285.079834
	Iteration 23Q: 3 clusters Score -1564227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1564232.000000 Penalty: 3285.079834
	Iteration 24Q: 3 clusters Score -1564232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1564243.750000 Penalty: 3285.079834
	Iteration 25Q: 3 clusters Score -1564244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1564251.000000 Penalty: 3285.079834
	Iteration 26Q: 3 clusters Score -1564251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1564252.375000 Penalty: 3285.079834
	Iteration 27Q: 3 clusters Score -1564252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1564250.875000 Penalty: 3285.079834
	Iteration 28Q: 3 clusters Score -1564251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1564253.625000 Penalty: 3285.079834
	Iteration 29Q: 3 clusters Score -1564254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1564256.250000 Penalty: 3285.079834
	Iteration 30Q: 3 clusters Score -1564256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1564260.750000 Penalty: 3285.079834
	Iteration 31Q: 3 clusters Score -1564261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1564260.875000 Penalty: 3285.079834
	Iteration 32Q: 3 clusters Score -1564261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1564264.000000 Penalty: 3285.079834
	Iteration 33Q: 3 clusters Score -1564264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1564268.250000 Penalty: 3285.079834
	Iteration 34Q: 3 clusters Score -1564268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1564270.750000 Penalty: 3285.079834
	Iteration 35Q: 3 clusters Score -1564271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1564272.250000 Penalty: 3285.079834
	Iteration 36Q: 3 clusters Score -1564272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1564276.000000 Penalty: 3285.079834
	Iteration 37Q: 3 clusters Score -1564276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1564277.000000 Penalty: 3285.079834
	Iteration 38Q: 3 clusters Score -1564277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1564274.375000 Penalty: 3285.079834
	Iteration 39Q: 3 clusters Score -1564274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1564275.625000 Penalty: 3285.079834
	Iteration 40F: 3 clusters Score -1564276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1564273.875000 Penalty: 3285.079834
	Iteration 41Q: 3 clusters Score -1564274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1564276.375000 Penalty: 3285.079834
	Iteration 42Q: 3 clusters Score -1564276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1564277.875000 Penalty: 3285.079834
	Iteration 43Q: 3 clusters Score -1564278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1564277.625000 Penalty: 3285.079834
	Iteration 44Q: 3 clusters Score -1564278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1564277.500000 Penalty: 3285.079834
	Iteration 45Q: 3 clusters Score -1564278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1564280.125000 Penalty: 3285.079834
	Iteration 46Q: 3 clusters Score -1564280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1564282.125000 Penalty: 3285.079834
	Iteration 47Q: 3 clusters Score -1564282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1564281.875000 Penalty: 3285.079834
	Iteration 48Q: 3 clusters Score -1564282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1564283.625000 Penalty: 3285.079834
	Iteration 49Q: 3 clusters Score -1564284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1564283.750000 Penalty: 3285.079834
	Iteration 50Q: 3 clusters Score -1564284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1564284.000000 Penalty: 3285.079834
	Iteration 51Q: 3 clusters Score -1564284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1564286.750000 Penalty: 3285.079834
	Iteration 52Q: 3 clusters Score -1564287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1564284.625000 Penalty: 3285.079834
	Iteration 53Q: 3 clusters Score -1564285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1564284.625000 Penalty: 3285.079834
	Iteration 54F: 3 clusters Score -1564285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 839 members 
Mstep: Class 3 contains 23258 members 
Mstep: Class 4 contains 64628 members 
Mstep: Class 5 contains 1141 members 
Mstep: Class 8 contains 23396 members 
Mstep: Class 10 contains 7481 members 
Mstep: Class 12 contains 68482 members 
Mstep: Class 14 contains 157447 members 
Mstep: Class 15 contains 19164 members 
Mstep: Class 17 contains 4997 members 
Mstep: Class 19 contains 287556 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 20543 members 
Entering Unmasked Estep 
Score: -41786556.000000 Penalty: 30561.902344
Splitting cluster 8 changes total score from -41785252.000000 to -41786556.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 10 (7481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Entering Unmasked Estep 
Score: -473656.500000 Penalty: 1449.519897
	Iteration 0F: 2 clusters Score -473656.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -468122.343750 Penalty: 2899.039795
	Iteration 0F: 3 clusters Score -468122.3 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -469930.125000 Penalty: 2899.039795
	Iteration 1F: 3 clusters Score -469930.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -470370.218750 Penalty: 2899.039795
	Iteration 2F: 3 clusters Score -470370.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -470904.250000 Penalty: 2899.039795
	Iteration 3F: 3 clusters Score -470904.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -471493.750000 Penalty: 2899.039795
	Iteration 4F: 3 clusters Score -471493.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -472098.875000 Penalty: 2899.039795
	Iteration 5F: 3 clusters Score -472098.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -472612.312500 Penalty: 2899.039795
	Iteration 6F: 3 clusters Score -472612.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -472989.187500 Penalty: 2899.039795
	Iteration 7F: 3 clusters Score -472989.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -473210.343750 Penalty: 2899.039795
	Iteration 8Q: 3 clusters Score -473210.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -473329.406250 Penalty: 2899.039795
	Iteration 9Q: 3 clusters Score -473329.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -473379.531250 Penalty: 2899.039795
	Iteration 10Q: 3 clusters Score -473379.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -473400.625000 Penalty: 2899.039795
	Iteration 11Q: 3 clusters Score -473400.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -473415.031250 Penalty: 2899.039795
	Iteration 12Q: 3 clusters Score -473415 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -473422.093750 Penalty: 2899.039795
	Iteration 13Q: 3 clusters Score -473422.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -473425.687500 Penalty: 2899.039795
	Iteration 14Q: 3 clusters Score -473425.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -473429.500000 Penalty: 2899.039795
	Iteration 15Q: 3 clusters Score -473429.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -473429.968750 Penalty: 2899.039795
	Iteration 16Q: 3 clusters Score -473430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -473433.437500 Penalty: 2899.039795
	Iteration 17Q: 3 clusters Score -473433.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -473433.406250 Penalty: 2899.039795
	Iteration 18Q: 3 clusters Score -473433.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -473433.750000 Penalty: 2899.039795
	Iteration 19Q: 3 clusters Score -473433.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -473435.156250 Penalty: 2899.039795
	Iteration 20F: 3 clusters Score -473435.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68482 members 
Entering Unmasked Estep 
Score: -4284786.000000 Penalty: 1809.328003
	Iteration 0F: 2 clusters Score -4284786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -4239188.500000 Penalty: 3618.656006
	Iteration 0F: 3 clusters Score -4239188 nChanged 32338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -4258225.500000 Penalty: 3618.656006
	Iteration 1F: 3 clusters Score -4258226 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -4259477.000000 Penalty: 3618.656006
	Iteration 2Q: 3 clusters Score -4259477 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -4261447.500000 Penalty: 3618.656006
	Iteration 3F: 3 clusters Score -4261448 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -4264694.500000 Penalty: 3618.656006
	Iteration 4F: 3 clusters Score -4264694 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -4269820.000000 Penalty: 3618.656006
	Iteration 5F: 3 clusters Score -4269820 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -4275855.000000 Penalty: 3618.656006
	Iteration 6F: 3 clusters Score -4275855 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65389 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4280322.000000 Penalty: 3618.656006
	Iteration 7F: 3 clusters Score -4280322 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67418 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4282298.000000 Penalty: 3618.656006
	Iteration 8Q: 3 clusters Score -4282298 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68050 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4282944.000000 Penalty: 3618.656006
	Iteration 9Q: 3 clusters Score -4282944 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68223 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4283187.000000 Penalty: 3618.656006
	Iteration 10Q: 3 clusters Score -4283187 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68265 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4283311.000000 Penalty: 3618.656006
	Iteration 11Q: 3 clusters Score -4283311 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68279 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4283381.000000 Penalty: 3618.656006
	Iteration 12Q: 3 clusters Score -4283381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68292 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4283433.000000 Penalty: 3618.656006
	Iteration 13Q: 3 clusters Score -4283433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4283469.500000 Penalty: 3618.656006
	Iteration 14Q: 3 clusters Score -4283470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68301 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4283500.500000 Penalty: 3618.656006
	Iteration 15Q: 3 clusters Score -4283500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4283505.500000 Penalty: 3618.656006
	Iteration 16Q: 3 clusters Score -4283506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4283505.500000 Penalty: 3618.656006
	Iteration 17Q: 3 clusters Score -4283506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68295 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4283507.000000 Penalty: 3618.656006
	Iteration 18Q: 3 clusters Score -4283507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68292 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4283510.500000 Penalty: 3618.656006
	Iteration 19Q: 3 clusters Score -4283510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68290 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4283579.500000 Penalty: 3618.656006
	Iteration 20F: 3 clusters Score -4283580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4283671.500000 Penalty: 3618.656006
	Iteration 21Q: 3 clusters Score -4283672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68225 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4283756.000000 Penalty: 3618.656006
	Iteration 22Q: 3 clusters Score -4283756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68207 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4283800.000000 Penalty: 3618.656006
	Iteration 23Q: 3 clusters Score -4283800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68193 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4283822.000000 Penalty: 3618.656006
	Iteration 24Q: 3 clusters Score -4283822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68186 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4283834.500000 Penalty: 3618.656006
	Iteration 25Q: 3 clusters Score -4283834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68184 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4283833.500000 Penalty: 3618.656006
	Iteration 26Q: 3 clusters Score -4283834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68186 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4283833.500000 Penalty: 3618.656006
	Iteration 27Q: 3 clusters Score -4283834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4283839.000000 Penalty: 3618.656006
	Iteration 28Q: 3 clusters Score -4283839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68190 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4283841.000000 Penalty: 3618.656006
	Iteration 29Q: 3 clusters Score -4283841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68189 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4283841.000000 Penalty: 3618.656006
	Iteration 30Q: 3 clusters Score -4283841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4283839.000000 Penalty: 3618.656006
	Iteration 31Q: 3 clusters Score -4283839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4283841.000000 Penalty: 3618.656006
	Iteration 32F: 3 clusters Score -4283841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68186 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4283849.500000 Penalty: 3618.656006
	Iteration 33Q: 3 clusters Score -4283850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68186 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4283852.000000 Penalty: 3618.656006
	Iteration 34Q: 3 clusters Score -4283852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4283855.500000 Penalty: 3618.656006
	Iteration 35Q: 3 clusters Score -4283856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4283856.500000 Penalty: 3618.656006
	Iteration 36Q: 3 clusters Score -4283856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68175 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4283853.500000 Penalty: 3618.656006
	Iteration 37Q: 3 clusters Score -4283854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4283858.500000 Penalty: 3618.656006
	Iteration 38Q: 3 clusters Score -4283858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68170 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4283864.000000 Penalty: 3618.656006
	Iteration 39Q: 3 clusters Score -4283864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68166 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4283864.000000 Penalty: 3618.656006
	Iteration 40F: 3 clusters Score -4283864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4283868.000000 Penalty: 3618.656006
	Iteration 41Q: 3 clusters Score -4283868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68161 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4283868.500000 Penalty: 3618.656006
	Iteration 42Q: 3 clusters Score -4283868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68153 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4283876.500000 Penalty: 3618.656006
	Iteration 43Q: 3 clusters Score -4283876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4283883.500000 Penalty: 3618.656006
	Iteration 44Q: 3 clusters Score -4283884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4283893.500000 Penalty: 3618.656006
	Iteration 45Q: 3 clusters Score -4283894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4283903.500000 Penalty: 3618.656006
	Iteration 46Q: 3 clusters Score -4283904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4283915.000000 Penalty: 3618.656006
	Iteration 47Q: 3 clusters Score -4283915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4283920.000000 Penalty: 3618.656006
	Iteration 48Q: 3 clusters Score -4283920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68139 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4283928.500000 Penalty: 3618.656006
	Iteration 49Q: 3 clusters Score -4283928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4283932.000000 Penalty: 3618.656006
	Iteration 50Q: 3 clusters Score -4283932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68128 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4283941.500000 Penalty: 3618.656006
	Iteration 51Q: 3 clusters Score -4283942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68125 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4283940.500000 Penalty: 3618.656006
	Iteration 52Q: 3 clusters Score -4283940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68122 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4283944.000000 Penalty: 3618.656006
	Iteration 53Q: 3 clusters Score -4283944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68119 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4283943.000000 Penalty: 3618.656006
	Iteration 54Q: 3 clusters Score -4283943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68117 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4283946.500000 Penalty: 3618.656006
	Iteration 55Q: 3 clusters Score -4283946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68116 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4283943.500000 Penalty: 3618.656006
	Iteration 56Q: 3 clusters Score -4283944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68116 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4283943.500000 Penalty: 3618.656006
	Iteration 57F: 3 clusters Score -4283944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (157447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157447 members 
Entering Unmasked Estep 
Score: -10037887.000000 Penalty: 1944.612183
	Iteration 0F: 2 clusters Score -1.003789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78671 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -9932050.000000 Penalty: 3889.224365
	Iteration 0F: 3 clusters Score -9932050 nChanged 75850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76387 members 
Mstep: Class 2 contains 81060 members 
Entering Unmasked Estep 
Score: -9976492.000000 Penalty: 3889.224365
	Iteration 1F: 3 clusters Score -9976492 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74910 members 
Mstep: Class 2 contains 82537 members 
Entering Unmasked Estep 
Score: -9977404.000000 Penalty: 3889.224365
	Iteration 2Q: 3 clusters Score -9977404 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72455 members 
Mstep: Class 2 contains 84992 members 
Entering Unmasked Estep 
Score: -9978587.000000 Penalty: 3889.224365
	Iteration 3Q: 3 clusters Score -9978587 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 88650 members 
Entering Unmasked Estep 
Score: -9980220.000000 Penalty: 3889.224365
	Iteration 4Q: 3 clusters Score -9980220 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 94100 members 
Entering Unmasked Estep 
Score: -9982859.000000 Penalty: 3889.224365
	Iteration 5Q: 3 clusters Score -9982859 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 101841 members 
Entering Unmasked Estep 
Score: -9987216.000000 Penalty: 3889.224365
	Iteration 6F: 3 clusters Score -9987216 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 112256 members 
Entering Unmasked Estep 
Score: -9994400.000000 Penalty: 3889.224365
	Iteration 7F: 3 clusters Score -9994400 nChanged 12742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 124866 members 
Entering Unmasked Estep 
Score: -10004835.000000 Penalty: 3889.224365
	Iteration 8F: 3 clusters Score -1.000484e+07 nChanged 12951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 137783 members 
Entering Unmasked Estep 
Score: -10017001.000000 Penalty: 3889.224365
	Iteration 9F: 3 clusters Score -1.0017e+07 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 147998 members 
Entering Unmasked Estep 
Score: -10027126.000000 Penalty: 3889.224365
	Iteration 10F: 3 clusters Score -1.002713e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 153843 members 
Entering Unmasked Estep 
Score: -10032841.000000 Penalty: 3889.224365
	Iteration 11Q: 3 clusters Score -1.003284e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 156198 members 
Entering Unmasked Estep 
Score: -10034980.000000 Penalty: 3889.224365
	Iteration 12Q: 3 clusters Score -1.003498e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 156982 members 
Entering Unmasked Estep 
Score: -10035784.000000 Penalty: 3889.224365
	Iteration 13Q: 3 clusters Score -1.003578e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 157217 members 
Entering Unmasked Estep 
Score: -10036086.000000 Penalty: 3889.224365
	Iteration 14Q: 3 clusters Score -1.003609e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 157274 members 
Entering Unmasked Estep 
Score: -10036147.000000 Penalty: 3889.224365
	Iteration 15Q: 3 clusters Score -1.003615e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 157294 members 
Entering Unmasked Estep 
Score: -10036184.000000 Penalty: 3889.224365
	Iteration 16Q: 3 clusters Score -1.003618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 157298 members 
Entering Unmasked Estep 
Score: -10036207.000000 Penalty: 3889.224365
	Iteration 17Q: 3 clusters Score -1.003621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 157303 members 
Entering Unmasked Estep 
Score: -10036223.000000 Penalty: 3889.224365
	Iteration 18Q: 3 clusters Score -1.003622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 157307 members 
Entering Unmasked Estep 
Score: -10036242.000000 Penalty: 3889.224365
	Iteration 19Q: 3 clusters Score -1.003624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 157311 members 
Entering Unmasked Estep 
Score: -10036252.000000 Penalty: 3889.224365
	Iteration 20F: 3 clusters Score -1.003625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 157311 members 
Entering Unmasked Estep 
Score: -10036268.000000 Penalty: 3889.224365
	Iteration 21Q: 3 clusters Score -1.003627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 157311 members 
Entering Unmasked Estep 
Score: -10036268.000000 Penalty: 3889.224365
	Iteration 22F: 3 clusters Score -1.003627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Entering Unmasked Estep 
Score: -1165613.125000 Penalty: 1602.378052
	Iteration 0F: 2 clusters Score -1165613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1152513.125000 Penalty: 3204.756104
	Iteration 0F: 3 clusters Score -1152513 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1157004.625000 Penalty: 3204.756104
	Iteration 1F: 3 clusters Score -1157005 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1157256.750000 Penalty: 3204.756104
	Iteration 2Q: 3 clusters Score -1157257 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1157501.500000 Penalty: 3204.756104
	Iteration 3Q: 3 clusters Score -1157502 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1157750.250000 Penalty: 3204.756104
	Iteration 4Q: 3 clusters Score -1157750 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1158038.250000 Penalty: 3204.756104
	Iteration 5Q: 3 clusters Score -1158038 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1158376.125000 Penalty: 3204.756104
	Iteration 6Q: 3 clusters Score -1158376 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1158813.125000 Penalty: 3204.756104
	Iteration 7Q: 3 clusters Score -1158813 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1159341.000000 Penalty: 3204.756104
	Iteration 8F: 3 clusters Score -1159341 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1160049.000000 Penalty: 3204.756104
	Iteration 9F: 3 clusters Score -1160049 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1160864.625000 Penalty: 3204.756104
	Iteration 10F: 3 clusters Score -1160865 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1161691.625000 Penalty: 3204.756104
	Iteration 11Q: 3 clusters Score -1161692 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1162565.375000 Penalty: 3204.756104
	Iteration 12Q: 3 clusters Score -1162565 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1163328.250000 Penalty: 3204.756104
	Iteration 13Q: 3 clusters Score -1163328 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1163795.000000 Penalty: 3204.756104
	Iteration 14Q: 3 clusters Score -1163795 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1164074.500000 Penalty: 3204.756104
	Iteration 15Q: 3 clusters Score -1164074 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1164203.750000 Penalty: 3204.756104
	Iteration 16Q: 3 clusters Score -1164204 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -1164277.750000 Penalty: 3204.756104
	Iteration 17Q: 3 clusters Score -1164278 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1164313.375000 Penalty: 3204.756104
	Iteration 18Q: 3 clusters Score -1164313 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1164333.875000 Penalty: 3204.756104
	Iteration 19Q: 3 clusters Score -1164334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1164342.625000 Penalty: 3204.756104
	Iteration 20F: 3 clusters Score -1164343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1164354.375000 Penalty: 3204.756104
	Iteration 21Q: 3 clusters Score -1164354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1164355.750000 Penalty: 3204.756104
	Iteration 22Q: 3 clusters Score -1164356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -1164361.000000 Penalty: 3204.756104
	Iteration 23Q: 3 clusters Score -1164361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1164362.750000 Penalty: 3204.756104
	Iteration 24Q: 3 clusters Score -1164363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1164362.875000 Penalty: 3204.756104
	Iteration 25Q: 3 clusters Score -1164363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1164363.000000 Penalty: 3204.756104
	Iteration 26Q: 3 clusters Score -1164363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1164364.875000 Penalty: 3204.756104
	Iteration 27Q: 3 clusters Score -1164365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1164363.000000 Penalty: 3204.756104
	Iteration 28Q: 3 clusters Score -1164363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -1164365.000000 Penalty: 3204.756104
	Iteration 29Q: 3 clusters Score -1164365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -1164365.125000 Penalty: 3204.756104
	Iteration 30Q: 3 clusters Score -1164365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1164368.250000 Penalty: 3204.756104
	Iteration 31Q: 3 clusters Score -1164368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -1164369.500000 Penalty: 3204.756104
	Iteration 32Q: 3 clusters Score -1164370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1164373.250000 Penalty: 3204.756104
	Iteration 33Q: 3 clusters Score -1164373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -1164373.750000 Penalty: 3204.756104
	Iteration 34Q: 3 clusters Score -1164374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1164373.875000 Penalty: 3204.756104
	Iteration 35Q: 3 clusters Score -1164374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1164374.625000 Penalty: 3204.756104
	Iteration 36Q: 3 clusters Score -1164375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1164376.625000 Penalty: 3204.756104
	Iteration 37Q: 3 clusters Score -1164377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -1164375.750000 Penalty: 3204.756104
	Iteration 38Q: 3 clusters Score -1164376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -1164375.125000 Penalty: 3204.756104
	Iteration 39Q: 3 clusters Score -1164375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -1164373.500000 Penalty: 3204.756104
	Iteration 40F: 3 clusters Score -1164374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -1164375.625000 Penalty: 3204.756104
	Iteration 41Q: 3 clusters Score -1164376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -1164376.375000 Penalty: 3204.756104
	Iteration 42Q: 3 clusters Score -1164376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -1164377.375000 Penalty: 3204.756104
	Iteration 43Q: 3 clusters Score -1164377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -1164375.875000 Penalty: 3204.756104
	Iteration 44Q: 3 clusters Score -1164376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -1164376.875000 Penalty: 3204.756104
	Iteration 45Q: 3 clusters Score -1164377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -1164376.875000 Penalty: 3204.756104
	Iteration 46F: 3 clusters Score -1164377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Entering Unmasked Estep 
Score: -283577.187500 Penalty: 1383.946411
	Iteration 0F: 2 clusters Score -283577.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -279563.750000 Penalty: 2767.892822
	Iteration 0F: 3 clusters Score -279563.8 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -280706.187500 Penalty: 2767.892822
	Iteration 1F: 3 clusters Score -280706.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -280937.031250 Penalty: 2767.892822
	Iteration 2F: 3 clusters Score -280937 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -281118.656250 Penalty: 2767.892822
	Iteration 3F: 3 clusters Score -281118.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -281282.750000 Penalty: 2767.892822
	Iteration 4Q: 3 clusters Score -281282.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -281419.812500 Penalty: 2767.892822
	Iteration 5Q: 3 clusters Score -281419.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -281539.375000 Penalty: 2767.892822
	Iteration 6Q: 3 clusters Score -281539.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -281645.875000 Penalty: 2767.892822
	Iteration 7Q: 3 clusters Score -281645.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -281754.625000 Penalty: 2767.892822
	Iteration 8Q: 3 clusters Score -281754.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -281872.250000 Penalty: 2767.892822
	Iteration 9Q: 3 clusters Score -281872.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -281948.250000 Penalty: 2767.892822
	Iteration 10Q: 3 clusters Score -281948.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -282006.781250 Penalty: 2767.892822
	Iteration 11Q: 3 clusters Score -282006.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -282046.281250 Penalty: 2767.892822
	Iteration 12Q: 3 clusters Score -282046.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -282067.593750 Penalty: 2767.892822
	Iteration 13Q: 3 clusters Score -282067.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -282084.468750 Penalty: 2767.892822
	Iteration 14Q: 3 clusters Score -282084.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -282099.593750 Penalty: 2767.892822
	Iteration 15Q: 3 clusters Score -282099.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -282109.437500 Penalty: 2767.892822
	Iteration 16Q: 3 clusters Score -282109.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -282115.000000 Penalty: 2767.892822
	Iteration 17Q: 3 clusters Score -282115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -282119.656250 Penalty: 2767.892822
	Iteration 18Q: 3 clusters Score -282119.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -282124.781250 Penalty: 2767.892822
	Iteration 19Q: 3 clusters Score -282124.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -282131.593750 Penalty: 2767.892822
	Iteration 20F: 3 clusters Score -282131.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -282136.906250 Penalty: 2767.892822
	Iteration 21Q: 3 clusters Score -282136.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -282141.406250 Penalty: 2767.892822
	Iteration 22Q: 3 clusters Score -282141.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -282144.187500 Penalty: 2767.892822
	Iteration 23Q: 3 clusters Score -282144.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -282145.875000 Penalty: 2767.892822
	Iteration 24Q: 3 clusters Score -282145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -282146.843750 Penalty: 2767.892822
	Iteration 25Q: 3 clusters Score -282146.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -282148.750000 Penalty: 2767.892822
	Iteration 26Q: 3 clusters Score -282148.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -282150.468750 Penalty: 2767.892822
	Iteration 27Q: 3 clusters Score -282150.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -282152.843750 Penalty: 2767.892822
	Iteration 28Q: 3 clusters Score -282152.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -282156.843750 Penalty: 2767.892822
	Iteration 29Q: 3 clusters Score -282156.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -282161.093750 Penalty: 2767.892822
	Iteration 30Q: 3 clusters Score -282161.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -282167.718750 Penalty: 2767.892822
	Iteration 31Q: 3 clusters Score -282167.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -282175.500000 Penalty: 2767.892822
	Iteration 32Q: 3 clusters Score -282175.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -282179.031250 Penalty: 2767.892822
	Iteration 33Q: 3 clusters Score -282179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -282182.093750 Penalty: 2767.892822
	Iteration 34Q: 3 clusters Score -282182.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -282186.187500 Penalty: 2767.892822
	Iteration 35Q: 3 clusters Score -282186.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -282189.156250 Penalty: 2767.892822
	Iteration 36Q: 3 clusters Score -282189.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -282191.125000 Penalty: 2767.892822
	Iteration 37Q: 3 clusters Score -282191.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -282193.593750 Penalty: 2767.892822
	Iteration 38Q: 3 clusters Score -282193.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -282196.593750 Penalty: 2767.892822
	Iteration 39Q: 3 clusters Score -282196.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -282197.531250 Penalty: 2767.892822
	Iteration 40F: 3 clusters Score -282197.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -282198.562500 Penalty: 2767.892822
	Iteration 41Q: 3 clusters Score -282198.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -282199.062500 Penalty: 2767.892822
	Iteration 42Q: 3 clusters Score -282199.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -282200.093750 Penalty: 2767.892822
	Iteration 43Q: 3 clusters Score -282200.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -282201.875000 Penalty: 2767.892822
	Iteration 44Q: 3 clusters Score -282201.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -282202.375000 Penalty: 2767.892822
	Iteration 45Q: 3 clusters Score -282202.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -282204.125000 Penalty: 2767.892822
	Iteration 46Q: 3 clusters Score -282204.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -282204.125000 Penalty: 2767.892822
	Iteration 47Q: 3 clusters Score -282204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -282203.937500 Penalty: 2767.892822
	Iteration 48Q: 3 clusters Score -282203.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -282203.937500 Penalty: 2767.892822
	Iteration 49F: 3 clusters Score -282203.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (287556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287556 members 
Entering Unmasked Estep 
Score: -17923648.000000 Penalty: 2042.490601
	Iteration 0F: 2 clusters Score -1.792365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144130 members 
Mstep: Class 2 contains 143426 members 
Entering Unmasked Estep 
Score: -17730478.000000 Penalty: 4084.981201
	Iteration 0F: 3 clusters Score -1.773048e+07 nChanged 140295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147899 members 
Mstep: Class 2 contains 139657 members 
Entering Unmasked Estep 
Score: -17818648.000000 Penalty: 4084.981201
	Iteration 1F: 3 clusters Score -1.781865e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149300 members 
Mstep: Class 2 contains 138256 members 
Entering Unmasked Estep 
Score: -17822488.000000 Penalty: 4084.981201
	Iteration 2Q: 3 clusters Score -1.782249e+07 nChanged 12048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150754 members 
Mstep: Class 2 contains 136802 members 
Entering Unmasked Estep 
Score: -17827216.000000 Penalty: 4084.981201
	Iteration 3Q: 3 clusters Score -1.782722e+07 nChanged 13570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151970 members 
Mstep: Class 2 contains 135586 members 
Entering Unmasked Estep 
Score: -17833304.000000 Penalty: 4084.981201
	Iteration 4Q: 3 clusters Score -1.78333e+07 nChanged 15188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152682 members 
Mstep: Class 2 contains 134874 members 
Entering Unmasked Estep 
Score: -17841154.000000 Penalty: 4084.981201
	Iteration 5F: 3 clusters Score -1.784115e+07 nChanged 16253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152589 members 
Mstep: Class 2 contains 134967 members 
Entering Unmasked Estep 
Score: -17849946.000000 Penalty: 4084.981201
	Iteration 6F: 3 clusters Score -1.784995e+07 nChanged 16523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151598 members 
Mstep: Class 2 contains 135958 members 
Entering Unmasked Estep 
Score: -17859600.000000 Penalty: 4084.981201
	Iteration 7F: 3 clusters Score -1.78596e+07 nChanged 15624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149608 members 
Mstep: Class 2 contains 137948 members 
Entering Unmasked Estep 
Score: -17868636.000000 Penalty: 4084.981201
	Iteration 8F: 3 clusters Score -1.786864e+07 nChanged 12909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147227 members 
Mstep: Class 2 contains 140329 members 
Entering Unmasked Estep 
Score: -17874212.000000 Penalty: 4084.981201
	Iteration 9Q: 3 clusters Score -1.787421e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144664 members 
Mstep: Class 2 contains 142892 members 
Entering Unmasked Estep 
Score: -17876516.000000 Penalty: 4084.981201
	Iteration 10Q: 3 clusters Score -1.787652e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142025 members 
Mstep: Class 2 contains 145531 members 
Entering Unmasked Estep 
Score: -17877662.000000 Penalty: 4084.981201
	Iteration 11Q: 3 clusters Score -1.787766e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139444 members 
Mstep: Class 2 contains 148112 members 
Entering Unmasked Estep 
Score: -17878422.000000 Penalty: 4084.981201
	Iteration 12Q: 3 clusters Score -1.787842e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136676 members 
Mstep: Class 2 contains 150880 members 
Entering Unmasked Estep 
Score: -17879008.000000 Penalty: 4084.981201
	Iteration 13Q: 3 clusters Score -1.787901e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133644 members 
Mstep: Class 2 contains 153912 members 
Entering Unmasked Estep 
Score: -17879752.000000 Penalty: 4084.981201
	Iteration 14Q: 3 clusters Score -1.787975e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130356 members 
Mstep: Class 2 contains 157200 members 
Entering Unmasked Estep 
Score: -17880518.000000 Penalty: 4084.981201
	Iteration 15Q: 3 clusters Score -1.788052e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126802 members 
Mstep: Class 2 contains 160754 members 
Entering Unmasked Estep 
Score: -17881430.000000 Penalty: 4084.981201
	Iteration 16Q: 3 clusters Score -1.788143e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122878 members 
Mstep: Class 2 contains 164678 members 
Entering Unmasked Estep 
Score: -17882314.000000 Penalty: 4084.981201
	Iteration 17Q: 3 clusters Score -1.788231e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118708 members 
Mstep: Class 2 contains 168848 members 
Entering Unmasked Estep 
Score: -17883482.000000 Penalty: 4084.981201
	Iteration 18Q: 3 clusters Score -1.788348e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114061 members 
Mstep: Class 2 contains 173495 members 
Entering Unmasked Estep 
Score: -17884826.000000 Penalty: 4084.981201
	Iteration 19Q: 3 clusters Score -1.788483e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108888 members 
Mstep: Class 2 contains 178668 members 
Entering Unmasked Estep 
Score: -17886576.000000 Penalty: 4084.981201
	Iteration 20F: 3 clusters Score -1.788658e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103210 members 
Mstep: Class 2 contains 184346 members 
Entering Unmasked Estep 
Score: -17888702.000000 Penalty: 4084.981201
	Iteration 21Q: 3 clusters Score -1.78887e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97176 members 
Mstep: Class 2 contains 190380 members 
Entering Unmasked Estep 
Score: -17890944.000000 Penalty: 4084.981201
	Iteration 22Q: 3 clusters Score -1.789094e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90932 members 
Mstep: Class 2 contains 196624 members 
Entering Unmasked Estep 
Score: -17893662.000000 Penalty: 4084.981201
	Iteration 23Q: 3 clusters Score -1.789366e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84495 members 
Mstep: Class 2 contains 203061 members 
Entering Unmasked Estep 
Score: -17896644.000000 Penalty: 4084.981201
	Iteration 24Q: 3 clusters Score -1.789664e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78018 members 
Mstep: Class 2 contains 209538 members 
Entering Unmasked Estep 
Score: -17899826.000000 Penalty: 4084.981201
	Iteration 25Q: 3 clusters Score -1.789983e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71529 members 
Mstep: Class 2 contains 216027 members 
Entering Unmasked Estep 
Score: -17903060.000000 Penalty: 4084.981201
	Iteration 26Q: 3 clusters Score -1.790306e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65340 members 
Mstep: Class 2 contains 222216 members 
Entering Unmasked Estep 
Score: -17906172.000000 Penalty: 4084.981201
	Iteration 27Q: 3 clusters Score -1.790617e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 227905 members 
Entering Unmasked Estep 
Score: -17908722.000000 Penalty: 4084.981201
	Iteration 28Q: 3 clusters Score -1.790872e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 233028 members 
Entering Unmasked Estep 
Score: -17910736.000000 Penalty: 4084.981201
	Iteration 29Q: 3 clusters Score -1.791074e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 237765 members 
Entering Unmasked Estep 
Score: -17912588.000000 Penalty: 4084.981201
	Iteration 30Q: 3 clusters Score -1.791259e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 241979 members 
Entering Unmasked Estep 
Score: -17914012.000000 Penalty: 4084.981201
	Iteration 31Q: 3 clusters Score -1.791401e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 245838 members 
Entering Unmasked Estep 
Score: -17915390.000000 Penalty: 4084.981201
	Iteration 32Q: 3 clusters Score -1.791539e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 249351 members 
Entering Unmasked Estep 
Score: -17916432.000000 Penalty: 4084.981201
	Iteration 33Q: 3 clusters Score -1.791643e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 252441 members 
Entering Unmasked Estep 
Score: -17917438.000000 Penalty: 4084.981201
	Iteration 34Q: 3 clusters Score -1.791744e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 255233 members 
Entering Unmasked Estep 
Score: -17918226.000000 Penalty: 4084.981201
	Iteration 35Q: 3 clusters Score -1.791823e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 257710 members 
Entering Unmasked Estep 
Score: -17918940.000000 Penalty: 4084.981201
	Iteration 36Q: 3 clusters Score -1.791894e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 259861 members 
Entering Unmasked Estep 
Score: -17919498.000000 Penalty: 4084.981201
	Iteration 37Q: 3 clusters Score -1.79195e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 261704 members 
Entering Unmasked Estep 
Score: -17919970.000000 Penalty: 4084.981201
	Iteration 38Q: 3 clusters Score -1.791997e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 263364 members 
Entering Unmasked Estep 
Score: -17920450.000000 Penalty: 4084.981201
	Iteration 39Q: 3 clusters Score -1.792045e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 264850 members 
Entering Unmasked Estep 
Score: -17920968.000000 Penalty: 4084.981201
	Iteration 40F: 3 clusters Score -1.792097e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 266448 members 
Entering Unmasked Estep 
Score: -17921414.000000 Penalty: 4084.981201
	Iteration 41Q: 3 clusters Score -1.792141e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 267838 members 
Entering Unmasked Estep 
Score: -17921766.000000 Penalty: 4084.981201
	Iteration 42Q: 3 clusters Score -1.792177e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 269142 members 
Entering Unmasked Estep 
Score: -17922044.000000 Penalty: 4084.981201
	Iteration 43Q: 3 clusters Score -1.792204e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 270299 members 
Entering Unmasked Estep 
Score: -17922362.000000 Penalty: 4084.981201
	Iteration 44Q: 3 clusters Score -1.792236e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 271353 members 
Entering Unmasked Estep 
Score: -17922636.000000 Penalty: 4084.981201
	Iteration 45Q: 3 clusters Score -1.792264e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 272348 members 
Entering Unmasked Estep 
Score: -17922868.000000 Penalty: 4084.981201
	Iteration 46Q: 3 clusters Score -1.792287e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 273221 members 
Entering Unmasked Estep 
Score: -17923046.000000 Penalty: 4084.981201
	Iteration 47Q: 3 clusters Score -1.792305e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 274012 members 
Entering Unmasked Estep 
Score: -17923230.000000 Penalty: 4084.981201
	Iteration 48Q: 3 clusters Score -1.792323e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 274741 members 
Entering Unmasked Estep 
Score: -17923402.000000 Penalty: 4084.981201
	Iteration 49Q: 3 clusters Score -1.79234e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 275393 members 
Entering Unmasked Estep 
Score: -17923622.000000 Penalty: 4084.981201
	Iteration 50Q: 3 clusters Score -1.792362e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 276017 members 
Entering Unmasked Estep 
Score: -17923774.000000 Penalty: 4084.981201
	Iteration 51Q: 3 clusters Score -1.792377e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 276547 members 
Entering Unmasked Estep 
Score: -17923954.000000 Penalty: 4084.981201
	Iteration 52Q: 3 clusters Score -1.792395e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 277001 members 
Entering Unmasked Estep 
Score: -17924068.000000 Penalty: 4084.981201
	Iteration 53Q: 3 clusters Score -1.792407e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 277376 members 
Entering Unmasked Estep 
Score: -17924148.000000 Penalty: 4084.981201
	Iteration 54Q: 3 clusters Score -1.792415e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 277678 members 
Entering Unmasked Estep 
Score: -17924132.000000 Penalty: 4084.981201
	Iteration 55Q: 3 clusters Score -1.792413e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 277931 members 
Entering Unmasked Estep 
Score: -17924136.000000 Penalty: 4084.981201
	Iteration 56Q: 3 clusters Score -1.792414e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 278125 members 
Entering Unmasked Estep 
Score: -17924148.000000 Penalty: 4084.981201
	Iteration 57Q: 3 clusters Score -1.792415e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 278308 members 
Entering Unmasked Estep 
Score: -17924158.000000 Penalty: 4084.981201
	Iteration 58Q: 3 clusters Score -1.792416e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 278479 members 
Entering Unmasked Estep 
Score: -17924156.000000 Penalty: 4084.981201
	Iteration 59Q: 3 clusters Score -1.792416e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 278623 members 
Entering Unmasked Estep 
Score: -17924180.000000 Penalty: 4084.981201
	Iteration 60F: 3 clusters Score -1.792418e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 278761 members 
Entering Unmasked Estep 
Score: -17924192.000000 Penalty: 4084.981201
	Iteration 61Q: 3 clusters Score -1.792419e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 278867 members 
Entering Unmasked Estep 
Score: -17924174.000000 Penalty: 4084.981201
	Iteration 62Q: 3 clusters Score -1.792417e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 278960 members 
Entering Unmasked Estep 
Score: -17924170.000000 Penalty: 4084.981201
	Iteration 63Q: 3 clusters Score -1.792417e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 279043 members 
Entering Unmasked Estep 
Score: -17924172.000000 Penalty: 4084.981201
	Iteration 64Q: 3 clusters Score -1.792417e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 279121 members 
Entering Unmasked Estep 
Score: -17924206.000000 Penalty: 4084.981201
	Iteration 65Q: 3 clusters Score -1.792421e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 279189 members 
Entering Unmasked Estep 
Score: -17924242.000000 Penalty: 4084.981201
	Iteration 66Q: 3 clusters Score -1.792424e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 279250 members 
Entering Unmasked Estep 
Score: -17924254.000000 Penalty: 4084.981201
	Iteration 67Q: 3 clusters Score -1.792425e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 279307 members 
Entering Unmasked Estep 
Score: -17924240.000000 Penalty: 4084.981201
	Iteration 68Q: 3 clusters Score -1.792424e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 279353 members 
Entering Unmasked Estep 
Score: -17924236.000000 Penalty: 4084.981201
	Iteration 69Q: 3 clusters Score -1.792424e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 279402 members 
Entering Unmasked Estep 
Score: -17924252.000000 Penalty: 4084.981201
	Iteration 70Q: 3 clusters Score -1.792425e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 279441 members 
Entering Unmasked Estep 
Score: -17924236.000000 Penalty: 4084.981201
	Iteration 71Q: 3 clusters Score -1.792424e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 279488 members 
Entering Unmasked Estep 
Score: -17924252.000000 Penalty: 4084.981201
	Iteration 72Q: 3 clusters Score -1.792425e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 279524 members 
Entering Unmasked Estep 
Score: -17924260.000000 Penalty: 4084.981201
	Iteration 73Q: 3 clusters Score -1.792426e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 279560 members 
Entering Unmasked Estep 
Score: -17924256.000000 Penalty: 4084.981201
	Iteration 74Q: 3 clusters Score -1.792426e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 279590 members 
Entering Unmasked Estep 
Score: -17924268.000000 Penalty: 4084.981201
	Iteration 75Q: 3 clusters Score -1.792427e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 279617 members 
Entering Unmasked Estep 
Score: -17924266.000000 Penalty: 4084.981201
	Iteration 76Q: 3 clusters Score -1.792427e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 279656 members 
Entering Unmasked Estep 
Score: -17924254.000000 Penalty: 4084.981201
	Iteration 77Q: 3 clusters Score -1.792425e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 279694 members 
Entering Unmasked Estep 
Score: -17924254.000000 Penalty: 4084.981201
	Iteration 78Q: 3 clusters Score -1.792425e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 279721 members 
Entering Unmasked Estep 
Score: -17924242.000000 Penalty: 4084.981201
	Iteration 79Q: 3 clusters Score -1.792424e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 279749 members 
Entering Unmasked Estep 
Score: -17924238.000000 Penalty: 4084.981201
	Iteration 80F: 3 clusters Score -1.792424e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 279769 members 
Entering Unmasked Estep 
Score: -17924226.000000 Penalty: 4084.981201
	Iteration 81Q: 3 clusters Score -1.792423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 279781 members 
Entering Unmasked Estep 
Score: -17924238.000000 Penalty: 4084.981201
	Iteration 82Q: 3 clusters Score -1.792424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 279795 members 
Entering Unmasked Estep 
Score: -17924240.000000 Penalty: 4084.981201
	Iteration 83Q: 3 clusters Score -1.792424e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 279808 members 
Entering Unmasked Estep 
Score: -17924228.000000 Penalty: 4084.981201
	Iteration 84Q: 3 clusters Score -1.792423e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 279819 members 
Entering Unmasked Estep 
Score: -17924228.000000 Penalty: 4084.981201
	Iteration 85Q: 3 clusters Score -1.792423e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 279832 members 
Entering Unmasked Estep 
Score: -17924262.000000 Penalty: 4084.981201
	Iteration 86Q: 3 clusters Score -1.792426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 279841 members 
Entering Unmasked Estep 
Score: -17924252.000000 Penalty: 4084.981201
	Iteration 87Q: 3 clusters Score -1.792425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 279854 members 
Entering Unmasked Estep 
Score: -17924252.000000 Penalty: 4084.981201
	Iteration 88Q: 3 clusters Score -1.792425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 279862 members 
Entering Unmasked Estep 
Score: -17924246.000000 Penalty: 4084.981201
	Iteration 89Q: 3 clusters Score -1.792425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 279867 members 
Entering Unmasked Estep 
Score: -17924236.000000 Penalty: 4084.981201
	Iteration 90Q: 3 clusters Score -1.792424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 279867 members 
Entering Unmasked Estep 
Score: -17924234.000000 Penalty: 4084.981201
	Iteration 91Q: 3 clusters Score -1.792423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 279870 members 
Entering Unmasked Estep 
Score: -17924232.000000 Penalty: 4084.981201
	Iteration 92Q: 3 clusters Score -1.792423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 279872 members 
Entering Unmasked Estep 
Score: -17924242.000000 Penalty: 4084.981201
	Iteration 93Q: 3 clusters Score -1.792424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 279874 members 
Entering Unmasked Estep 
Score: -17924250.000000 Penalty: 4084.981201
	Iteration 94Q: 3 clusters Score -1.792425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 279877 members 
Entering Unmasked Estep 
Score: -17924248.000000 Penalty: 4084.981201
	Iteration 95Q: 3 clusters Score -1.792425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 279878 members 
Entering Unmasked Estep 
Score: -17924246.000000 Penalty: 4084.981201
	Iteration 96Q: 3 clusters Score -1.792425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 279880 members 
Entering Unmasked Estep 
Score: -17924244.000000 Penalty: 4084.981201
	Iteration 97Q: 3 clusters Score -1.792424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 279882 members 
Entering Unmasked Estep 
Score: -17924250.000000 Penalty: 4084.981201
	Iteration 98Q: 3 clusters Score -1.792425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 279883 members 
Entering Unmasked Estep 
Score: -17924248.000000 Penalty: 4084.981201
	Iteration 99Q: 3 clusters Score -1.792425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 279884 members 
Entering Unmasked Estep 
Score: -17924238.000000 Penalty: 4084.981201
	Iteration 100F: 3 clusters Score -1.792424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 279885 members 
Entering Unmasked Estep 
Score: -17924238.000000 Penalty: 4084.981201
	Iteration 101Q: 3 clusters Score -1.792424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 279887 members 
Entering Unmasked Estep 
Score: -17924238.000000 Penalty: 4084.981201
	Iteration 102Q: 3 clusters Score -1.792424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 279888 members 
Entering Unmasked Estep 
Score: -17924252.000000 Penalty: 4084.981201
	Iteration 103Q: 3 clusters Score -1.792425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 279889 members 
Entering Unmasked Estep 
Score: -17924254.000000 Penalty: 4084.981201
	Iteration 104Q: 3 clusters Score -1.792425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 279890 members 
Entering Unmasked Estep 
Score: -17924248.000000 Penalty: 4084.981201
	Iteration 105Q: 3 clusters Score -1.792425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 279890 members 
Entering Unmasked Estep 
Score: -17924248.000000 Penalty: 4084.981201
	Iteration 106F: 3 clusters Score -1.792425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 839 members 
Mstep: Class 3 contains 23258 members 
Mstep: Class 4 contains 64628 members 
Mstep: Class 5 contains 1141 members 
Mstep: Class 6 contains 279890 members 
Mstep: Class 8 contains 23396 members 
Mstep: Class 10 contains 7481 members 
Mstep: Class 12 contains 68482 members 
Mstep: Class 14 contains 157447 members 
Mstep: Class 15 contains 19164 members 
Mstep: Class 17 contains 4997 members 
Mstep: Class 19 contains 7666 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 20543 members 
Entering Unmasked Estep 
Score: -41786744.000000 Penalty: 32744.896484
Splitting cluster 19 changes total score from -41785252.000000 to -41786744.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 20 (2589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Entering Unmasked Estep 
Score: -162541.484375 Penalty: 1277.091919
	Iteration 0F: 2 clusters Score -162541.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -160082.187500 Penalty: 2554.183838
	Iteration 0F: 3 clusters Score -160082.2 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -160650.843750 Penalty: 2554.183838
	Iteration 1F: 3 clusters Score -160650.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -160783.703125 Penalty: 2554.183838
	Iteration 2F: 3 clusters Score -160783.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -160873.015625 Penalty: 2554.183838
	Iteration 3F: 3 clusters Score -160873 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -160938.296875 Penalty: 2554.183838
	Iteration 4Q: 3 clusters Score -160938.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -160993.937500 Penalty: 2554.183838
	Iteration 5Q: 3 clusters Score -160993.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -161039.562500 Penalty: 2554.183838
	Iteration 6Q: 3 clusters Score -161039.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -161072.562500 Penalty: 2554.183838
	Iteration 7Q: 3 clusters Score -161072.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -161112.890625 Penalty: 2554.183838
	Iteration 8Q: 3 clusters Score -161112.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -161145.312500 Penalty: 2554.183838
	Iteration 9Q: 3 clusters Score -161145.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -161173.500000 Penalty: 2554.183838
	Iteration 10Q: 3 clusters Score -161173.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -161201.671875 Penalty: 2554.183838
	Iteration 11Q: 3 clusters Score -161201.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -161222.812500 Penalty: 2554.183838
	Iteration 12Q: 3 clusters Score -161222.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -161240.671875 Penalty: 2554.183838
	Iteration 13Q: 3 clusters Score -161240.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -161260.593750 Penalty: 2554.183838
	Iteration 14Q: 3 clusters Score -161260.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -161274.828125 Penalty: 2554.183838
	Iteration 15Q: 3 clusters Score -161274.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -161287.015625 Penalty: 2554.183838
	Iteration 16Q: 3 clusters Score -161287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -161297.531250 Penalty: 2554.183838
	Iteration 17Q: 3 clusters Score -161297.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -161303.203125 Penalty: 2554.183838
	Iteration 18Q: 3 clusters Score -161303.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -161317.359375 Penalty: 2554.183838
	Iteration 19Q: 3 clusters Score -161317.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -161327.937500 Penalty: 2554.183838
	Iteration 20F: 3 clusters Score -161327.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -161334.000000 Penalty: 2554.183838
	Iteration 21Q: 3 clusters Score -161334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -161339.390625 Penalty: 2554.183838
	Iteration 22Q: 3 clusters Score -161339.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -161342.968750 Penalty: 2554.183838
	Iteration 23Q: 3 clusters Score -161343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -161346.375000 Penalty: 2554.183838
	Iteration 24Q: 3 clusters Score -161346.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -161348.812500 Penalty: 2554.183838
	Iteration 25Q: 3 clusters Score -161348.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -161352.078125 Penalty: 2554.183838
	Iteration 26Q: 3 clusters Score -161352.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -161355.171875 Penalty: 2554.183838
	Iteration 27Q: 3 clusters Score -161355.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -161359.171875 Penalty: 2554.183838
	Iteration 28Q: 3 clusters Score -161359.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -161363.328125 Penalty: 2554.183838
	Iteration 29Q: 3 clusters Score -161363.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -161367.875000 Penalty: 2554.183838
	Iteration 30Q: 3 clusters Score -161367.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -161372.296875 Penalty: 2554.183838
	Iteration 31Q: 3 clusters Score -161372.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -161375.203125 Penalty: 2554.183838
	Iteration 32Q: 3 clusters Score -161375.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -161376.906250 Penalty: 2554.183838
	Iteration 33Q: 3 clusters Score -161376.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -161377.531250 Penalty: 2554.183838
	Iteration 34Q: 3 clusters Score -161377.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -161377.781250 Penalty: 2554.183838
	Iteration 35Q: 3 clusters Score -161377.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -161378.515625 Penalty: 2554.183838
	Iteration 36Q: 3 clusters Score -161378.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -161380.750000 Penalty: 2554.183838
	Iteration 37Q: 3 clusters Score -161380.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -161382.828125 Penalty: 2554.183838
	Iteration 38Q: 3 clusters Score -161382.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -161384.765625 Penalty: 2554.183838
	Iteration 39Q: 3 clusters Score -161384.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -161385.656250 Penalty: 2554.183838
	Iteration 40F: 3 clusters Score -161385.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -161386.531250 Penalty: 2554.183838
	Iteration 41Q: 3 clusters Score -161386.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -161387.093750 Penalty: 2554.183838
	Iteration 42Q: 3 clusters Score -161387.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -161388.078125 Penalty: 2554.183838
	Iteration 43Q: 3 clusters Score -161388.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -161389.156250 Penalty: 2554.183838
	Iteration 44Q: 3 clusters Score -161389.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -161390.515625 Penalty: 2554.183838
	Iteration 45Q: 3 clusters Score -161390.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -161391.984375 Penalty: 2554.183838
	Iteration 46Q: 3 clusters Score -161392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -161393.906250 Penalty: 2554.183838
	Iteration 47Q: 3 clusters Score -161393.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -161398.046875 Penalty: 2554.183838
	Iteration 48Q: 3 clusters Score -161398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -161399.406250 Penalty: 2554.183838
	Iteration 49Q: 3 clusters Score -161399.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -161400.421875 Penalty: 2554.183838
	Iteration 50Q: 3 clusters Score -161400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -161401.031250 Penalty: 2554.183838
	Iteration 51Q: 3 clusters Score -161401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -161401.250000 Penalty: 2554.183838
	Iteration 52Q: 3 clusters Score -161401.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -161401.250000 Penalty: 2554.183838
	Iteration 53F: 3 clusters Score -161401.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Entering Unmasked Estep 
Score: -1315580.375000 Penalty: 1613.669800
	Iteration 0F: 2 clusters Score -1315580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1301505.500000 Penalty: 3227.339600
	Iteration 0F: 3 clusters Score -1301506 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1306529.250000 Penalty: 3227.339600
	Iteration 1F: 3 clusters Score -1306529 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1306886.500000 Penalty: 3227.339600
	Iteration 2Q: 3 clusters Score -1306886 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1307260.750000 Penalty: 3227.339600
	Iteration 3Q: 3 clusters Score -1307261 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1307671.125000 Penalty: 3227.339600
	Iteration 4Q: 3 clusters Score -1307671 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1308161.000000 Penalty: 3227.339600
	Iteration 5Q: 3 clusters Score -1308161 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1308806.625000 Penalty: 3227.339600
	Iteration 6Q: 3 clusters Score -1308807 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1309543.000000 Penalty: 3227.339600
	Iteration 7F: 3 clusters Score -1309543 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1310376.375000 Penalty: 3227.339600
	Iteration 8F: 3 clusters Score -1310376 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1311159.250000 Penalty: 3227.339600
	Iteration 9Q: 3 clusters Score -1311159 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1311892.375000 Penalty: 3227.339600
	Iteration 10Q: 3 clusters Score -1311892 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -1312480.250000 Penalty: 3227.339600
	Iteration 11Q: 3 clusters Score -1312480 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -1312867.000000 Penalty: 3227.339600
	Iteration 12Q: 3 clusters Score -1312867 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -1313139.500000 Penalty: 3227.339600
	Iteration 13Q: 3 clusters Score -1313140 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -1313325.000000 Penalty: 3227.339600
	Iteration 14Q: 3 clusters Score -1313325 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -1313484.750000 Penalty: 3227.339600
	Iteration 15Q: 3 clusters Score -1313485 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -1313617.875000 Penalty: 3227.339600
	Iteration 16Q: 3 clusters Score -1313618 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -1313732.875000 Penalty: 3227.339600
	Iteration 17Q: 3 clusters Score -1313733 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -1313824.625000 Penalty: 3227.339600
	Iteration 18Q: 3 clusters Score -1313825 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -1313908.625000 Penalty: 3227.339600
	Iteration 19Q: 3 clusters Score -1313909 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -1313968.000000 Penalty: 3227.339600
	Iteration 20F: 3 clusters Score -1313968 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -1314010.750000 Penalty: 3227.339600
	Iteration 21Q: 3 clusters Score -1314011 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -1314055.625000 Penalty: 3227.339600
	Iteration 22Q: 3 clusters Score -1314056 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -1314082.875000 Penalty: 3227.339600
	Iteration 23Q: 3 clusters Score -1314083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -1314112.500000 Penalty: 3227.339600
	Iteration 24Q: 3 clusters Score -1314112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -1314131.250000 Penalty: 3227.339600
	Iteration 25Q: 3 clusters Score -1314131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -1314142.875000 Penalty: 3227.339600
	Iteration 26Q: 3 clusters Score -1314143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -1314153.500000 Penalty: 3227.339600
	Iteration 27Q: 3 clusters Score -1314154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -1314157.250000 Penalty: 3227.339600
	Iteration 28Q: 3 clusters Score -1314157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -1314160.625000 Penalty: 3227.339600
	Iteration 29Q: 3 clusters Score -1314161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -1314165.500000 Penalty: 3227.339600
	Iteration 30Q: 3 clusters Score -1314166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -1314173.500000 Penalty: 3227.339600
	Iteration 31Q: 3 clusters Score -1314174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -1314179.875000 Penalty: 3227.339600
	Iteration 32Q: 3 clusters Score -1314180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -1314184.250000 Penalty: 3227.339600
	Iteration 33Q: 3 clusters Score -1314184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -1314187.375000 Penalty: 3227.339600
	Iteration 34Q: 3 clusters Score -1314187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -1314190.250000 Penalty: 3227.339600
	Iteration 35Q: 3 clusters Score -1314190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -1314194.750000 Penalty: 3227.339600
	Iteration 36Q: 3 clusters Score -1314195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -1314197.000000 Penalty: 3227.339600
	Iteration 37Q: 3 clusters Score -1314197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -1314199.375000 Penalty: 3227.339600
	Iteration 38Q: 3 clusters Score -1314199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -1314200.125000 Penalty: 3227.339600
	Iteration 39Q: 3 clusters Score -1314200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -1314199.875000 Penalty: 3227.339600
	Iteration 40F: 3 clusters Score -1314200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -1314200.875000 Penalty: 3227.339600
	Iteration 41Q: 3 clusters Score -1314201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -1314200.875000 Penalty: 3227.339600
	Iteration 42F: 3 clusters Score -1314201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 839 members 
Mstep: Class 3 contains 23258 members 
Mstep: Class 4 contains 64628 members 
Mstep: Class 8 contains 23396 members 
Mstep: Class 10 contains 7481 members 
Mstep: Class 12 contains 68482 members 
Mstep: Class 14 contains 157447 members 
Mstep: Class 15 contains 19164 members 
Mstep: Class 17 contains 4997 members 
Mstep: Class 19 contains 7666 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 20543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41786980.000000 Penalty: 32744.896484
Iteration 79Q: 16 clusters Score -4.178698e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 23187 members 
Mstep: Class 4 contains 64595 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 279739 members 
Mstep: Class 8 contains 23573 members 
Mstep: Class 10 contains 7482 members 
Mstep: Class 12 contains 68518 members 
Mstep: Class 14 contains 157381 members 
Mstep: Class 15 contains 19260 members 
Mstep: Class 17 contains 4980 members 
Mstep: Class 19 contains 7707 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 20560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787392.000000 Penalty: 32744.896484
Iteration 80F: 16 clusters Score -4.178739e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 841 members 
Mstep: Class 3 contains 22861 members 
Mstep: Class 4 contains 64221 members 
Mstep: Class 5 contains 1143 members 
Mstep: Class 6 contains 282095 members 
Mstep: Class 8 contains 23427 members 
Mstep: Class 10 contains 7482 members 
Mstep: Class 12 contains 68095 members 
Mstep: Class 14 contains 156740 members 
Mstep: Class 15 contains 19083 members 
Mstep: Class 17 contains 4963 members 
Mstep: Class 19 contains 7738 members 
Mstep: Class 20 contains 2431 members 
Mstep: Class 21 contains 20400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787616.000000 Penalty: 32744.896484
Iteration 81Q: 16 clusters Score -4.178762e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 22544 members 
Mstep: Class 4 contains 63883 members 
Mstep: Class 5 contains 1149 members 
Mstep: Class 6 contains 284214 members 
Mstep: Class 8 contains 23253 members 
Mstep: Class 10 contains 7475 members 
Mstep: Class 12 contains 67743 members 
Mstep: Class 14 contains 156135 members 
Mstep: Class 15 contains 18984 members 
Mstep: Class 17 contains 4940 members 
Mstep: Class 19 contains 7787 members 
Mstep: Class 20 contains 2318 members 
Mstep: Class 21 contains 20258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787772.000000 Penalty: 32744.896484
Iteration 82Q: 16 clusters Score -4.178777e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 22265 members 
Mstep: Class 4 contains 63551 members 
Mstep: Class 5 contains 1151 members 
Mstep: Class 6 contains 286252 members 
Mstep: Class 8 contains 23099 members 
Mstep: Class 10 contains 7473 members 
Mstep: Class 12 contains 67368 members 
Mstep: Class 14 contains 155492 members 
Mstep: Class 15 contains 18907 members 
Mstep: Class 17 contains 4915 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 2239 members 
Mstep: Class 21 contains 20137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787848.000000 Penalty: 32744.896484
Iteration 83Q: 16 clusters Score -4.178785e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 22004 members 
Mstep: Class 4 contains 63231 members 
Mstep: Class 5 contains 1154 members 
Mstep: Class 6 contains 288169 members 
Mstep: Class 8 contains 22966 members 
Mstep: Class 10 contains 7469 members 
Mstep: Class 12 contains 67017 members 
Mstep: Class 14 contains 154851 members 
Mstep: Class 15 contains 18861 members 
Mstep: Class 17 contains 4899 members 
Mstep: Class 19 contains 7893 members 
Mstep: Class 20 contains 2160 members 
Mstep: Class 21 contains 20016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41788120.000000 Penalty: 32744.896484
Iteration 84Q: 16 clusters Score -4.178812e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 21759 members 
Mstep: Class 4 contains 62942 members 
Mstep: Class 5 contains 1157 members 
Mstep: Class 6 contains 289913 members 
Mstep: Class 8 contains 22846 members 
Mstep: Class 10 contains 7469 members 
Mstep: Class 12 contains 66701 members 
Mstep: Class 14 contains 154239 members 
Mstep: Class 15 contains 18842 members 
Mstep: Class 17 contains 4884 members 
Mstep: Class 19 contains 7945 members 
Mstep: Class 20 contains 2093 members 
Mstep: Class 21 contains 19899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41788328.000000 Penalty: 32744.896484
Iteration 85Q: 16 clusters Score -4.178833e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 828 members 
Mstep: Class 3 contains 21530 members 
Mstep: Class 4 contains 62683 members 
Mstep: Class 5 contains 1160 members 
Mstep: Class 6 contains 291525 members 
Mstep: Class 8 contains 22729 members 
Mstep: Class 10 contains 7469 members 
Mstep: Class 12 contains 66381 members 
Mstep: Class 14 contains 153675 members 
Mstep: Class 15 contains 18828 members 
Mstep: Class 17 contains 4868 members 
Mstep: Class 19 contains 8007 members 
Mstep: Class 20 contains 2037 members 
Mstep: Class 21 contains 19800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41788376.000000 Penalty: 32744.896484
Iteration 86Q: 16 clusters Score -4.178838e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 818 members 
Mstep: Class 3 contains 21281 members 
Mstep: Class 4 contains 62417 members 
Mstep: Class 5 contains 1162 members 
Mstep: Class 6 contains 293065 members 
Mstep: Class 8 contains 22636 members 
Mstep: Class 10 contains 7465 members 
Mstep: Class 12 contains 66087 members 
Mstep: Class 14 contains 153156 members 
Mstep: Class 15 contains 18815 members 
Mstep: Class 17 contains 4855 members 
Mstep: Class 19 contains 8072 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 19718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41788620.000000 Penalty: 32744.896484
Iteration 87Q: 16 clusters Score -4.178862e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 3 contains 21069 members 
Mstep: Class 4 contains 62179 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 294527 members 
Mstep: Class 8 contains 22543 members 
Mstep: Class 10 contains 7457 members 
Mstep: Class 12 contains 65818 members 
Mstep: Class 14 contains 152632 members 
Mstep: Class 15 contains 18805 members 
Mstep: Class 17 contains 4839 members 
Mstep: Class 19 contains 8134 members 
Mstep: Class 20 contains 1905 members 
Mstep: Class 21 contains 19637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41788716.000000 Penalty: 32744.896484
Iteration 88Q: 16 clusters Score -4.178872e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 804 members 
Mstep: Class 3 contains 20879 members 
Mstep: Class 4 contains 61970 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 295838 members 
Mstep: Class 8 contains 22473 members 
Mstep: Class 10 contains 7458 members 
Mstep: Class 12 contains 65566 members 
Mstep: Class 14 contains 152131 members 
Mstep: Class 15 contains 18793 members 
Mstep: Class 17 contains 4825 members 
Mstep: Class 19 contains 8205 members 
Mstep: Class 20 contains 1858 members 
Mstep: Class 21 contains 19552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41788756.000000 Penalty: 32744.896484
Iteration 89Q: 16 clusters Score -4.178876e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 20713 members 
Mstep: Class 4 contains 61774 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 297138 members 
Mstep: Class 8 contains 22393 members 
Mstep: Class 10 contains 7459 members 
Mstep: Class 12 contains 65330 members 
Mstep: Class 14 contains 151616 members 
Mstep: Class 15 contains 18785 members 
Mstep: Class 17 contains 4811 members 
Mstep: Class 19 contains 8267 members 
Mstep: Class 20 contains 1820 members 
Mstep: Class 21 contains 19452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789012.000000 Penalty: 32744.896484
Iteration 90Q: 16 clusters Score -4.178901e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 782 members 
Mstep: Class 3 contains 20543 members 
Mstep: Class 4 contains 61583 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 298406 members 
Mstep: Class 8 contains 22324 members 
Mstep: Class 10 contains 7462 members 
Mstep: Class 12 contains 65064 members 
Mstep: Class 14 contains 151139 members 
Mstep: Class 15 contains 18784 members 
Mstep: Class 17 contains 4796 members 
Mstep: Class 19 contains 8330 members 
Mstep: Class 20 contains 1786 members 
Mstep: Class 21 contains 19352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789028.000000 Penalty: 32744.896484
Iteration 91Q: 16 clusters Score -4.178903e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 776 members 
Mstep: Class 3 contains 20387 members 
Mstep: Class 4 contains 61395 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 299688 members 
Mstep: Class 8 contains 22248 members 
Mstep: Class 10 contains 7462 members 
Mstep: Class 12 contains 64773 members 
Mstep: Class 14 contains 150678 members 
Mstep: Class 15 contains 18773 members 
Mstep: Class 17 contains 4786 members 
Mstep: Class 19 contains 8379 members 
Mstep: Class 20 contains 1749 members 
Mstep: Class 21 contains 19253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789076.000000 Penalty: 32744.896484
Iteration 92Q: 16 clusters Score -4.178908e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 20222 members 
Mstep: Class 4 contains 61218 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 300928 members 
Mstep: Class 8 contains 22173 members 
Mstep: Class 10 contains 7466 members 
Mstep: Class 12 contains 64495 members 
Mstep: Class 14 contains 150228 members 
Mstep: Class 15 contains 18769 members 
Mstep: Class 17 contains 4773 members 
Mstep: Class 19 contains 8432 members 
Mstep: Class 20 contains 1715 members 
Mstep: Class 21 contains 19169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789132.000000 Penalty: 32744.896484
Iteration 93Q: 16 clusters Score -4.178913e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 748 members 
Mstep: Class 3 contains 20070 members 
Mstep: Class 4 contains 61034 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 302070 members 
Mstep: Class 8 contains 22127 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 12 contains 64238 members 
Mstep: Class 14 contains 149814 members 
Mstep: Class 15 contains 18778 members 
Mstep: Class 17 contains 4761 members 
Mstep: Class 19 contains 8493 members 
Mstep: Class 20 contains 1675 members 
Mstep: Class 21 contains 19074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789220.000000 Penalty: 32744.896484
Iteration 94Q: 16 clusters Score -4.178922e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 733 members 
Mstep: Class 3 contains 19901 members 
Mstep: Class 4 contains 60867 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 303193 members 
Mstep: Class 8 contains 22082 members 
Mstep: Class 10 contains 7474 members 
Mstep: Class 12 contains 64003 members 
Mstep: Class 14 contains 149381 members 
Mstep: Class 15 contains 18783 members 
Mstep: Class 17 contains 4752 members 
Mstep: Class 19 contains 8559 members 
Mstep: Class 20 contains 1640 members 
Mstep: Class 21 contains 18986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789296.000000 Penalty: 32744.896484
Iteration 95Q: 16 clusters Score -4.17893e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 722 members 
Mstep: Class 3 contains 19755 members 
Mstep: Class 4 contains 60710 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 304207 members 
Mstep: Class 8 contains 22024 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 12 contains 63794 members 
Mstep: Class 14 contains 148998 members 
Mstep: Class 15 contains 18780 members 
Mstep: Class 17 contains 4746 members 
Mstep: Class 19 contains 8630 members 
Mstep: Class 20 contains 1609 members 
Mstep: Class 21 contains 18903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789368.000000 Penalty: 32744.896484
Iteration 96Q: 16 clusters Score -4.178937e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 19625 members 
Mstep: Class 4 contains 60535 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 305177 members 
Mstep: Class 8 contains 21973 members 
Mstep: Class 10 contains 7477 members 
Mstep: Class 12 contains 63612 members 
Mstep: Class 14 contains 148624 members 
Mstep: Class 15 contains 18779 members 
Mstep: Class 17 contains 4742 members 
Mstep: Class 19 contains 8705 members 
Mstep: Class 20 contains 1579 members 
Mstep: Class 21 contains 18821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789536.000000 Penalty: 32744.896484
Iteration 97Q: 16 clusters Score -4.178954e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 686 members 
Mstep: Class 3 contains 19504 members 
Mstep: Class 4 contains 60381 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 306076 members 
Mstep: Class 8 contains 21915 members 
Mstep: Class 10 contains 7480 members 
Mstep: Class 12 contains 63443 members 
Mstep: Class 14 contains 148261 members 
Mstep: Class 15 contains 18775 members 
Mstep: Class 17 contains 4731 members 
Mstep: Class 19 contains 8782 members 
Mstep: Class 20 contains 1563 members 
Mstep: Class 21 contains 18756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789536.000000 Penalty: 32744.896484
Iteration 98Q: 16 clusters Score -4.178954e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 678 members 
Mstep: Class 3 contains 19385 members 
Mstep: Class 4 contains 60238 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 306914 members 
Mstep: Class 8 contains 21844 members 
Mstep: Class 10 contains 7487 members 
Mstep: Class 12 contains 63290 members 
Mstep: Class 14 contains 147927 members 
Mstep: Class 15 contains 18779 members 
Mstep: Class 17 contains 4720 members 
Mstep: Class 19 contains 8856 members 
Mstep: Class 20 contains 1545 members 
Mstep: Class 21 contains 18689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789516.000000 Penalty: 32744.896484
Iteration 99Q: 16 clusters Score -4.178952e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 19274 members 
Mstep: Class 4 contains 60108 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 307723 members 
Mstep: Class 8 contains 21779 members 
Mstep: Class 10 contains 7492 members 
Mstep: Class 12 contains 63131 members 
Mstep: Class 14 contains 147587 members 
Mstep: Class 15 contains 18780 members 
Mstep: Class 17 contains 4711 members 
Mstep: Class 19 contains 8932 members 
Mstep: Class 20 contains 1529 members 
Mstep: Class 21 contains 18632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789544.000000 Penalty: 32744.896484
Iteration 100F: 16 clusters Score -4.178954e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 670 members 
Mstep: Class 3 contains 19161 members 
Mstep: Class 4 contains 59984 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 308551 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 10 contains 7494 members 
Mstep: Class 12 contains 62949 members 
Mstep: Class 14 contains 147266 members 
Mstep: Class 15 contains 18781 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 19 contains 8996 members 
Mstep: Class 20 contains 1506 members 
Mstep: Class 21 contains 18580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789552.000000 Penalty: 32744.896484
Iteration 101Q: 16 clusters Score -4.178955e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 19052 members 
Mstep: Class 4 contains 59876 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 309312 members 
Mstep: Class 8 contains 21665 members 
Mstep: Class 10 contains 7500 members 
Mstep: Class 12 contains 62774 members 
Mstep: Class 14 contains 146963 members 
Mstep: Class 15 contains 18786 members 
Mstep: Class 17 contains 4681 members 
Mstep: Class 19 contains 9057 members 
Mstep: Class 20 contains 1487 members 
Mstep: Class 21 contains 18525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789580.000000 Penalty: 32744.896484
Iteration 102Q: 16 clusters Score -4.178958e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 18954 members 
Mstep: Class 4 contains 59771 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 310001 members 
Mstep: Class 8 contains 21613 members 
Mstep: Class 10 contains 7497 members 
Mstep: Class 12 contains 62608 members 
Mstep: Class 14 contains 146703 members 
Mstep: Class 15 contains 18792 members 
Mstep: Class 17 contains 4663 members 
Mstep: Class 19 contains 9114 members 
Mstep: Class 20 contains 1482 members 
Mstep: Class 21 contains 18475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789660.000000 Penalty: 32744.896484
Iteration 103Q: 16 clusters Score -4.178966e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 18871 members 
Mstep: Class 4 contains 59667 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 310644 members 
Mstep: Class 8 contains 21574 members 
Mstep: Class 10 contains 7503 members 
Mstep: Class 12 contains 62476 members 
Mstep: Class 14 contains 146429 members 
Mstep: Class 15 contains 18792 members 
Mstep: Class 17 contains 4652 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 18433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789772.000000 Penalty: 32744.896484
Iteration 104Q: 16 clusters Score -4.178977e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 18791 members 
Mstep: Class 4 contains 59562 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 311319 members 
Mstep: Class 8 contains 21538 members 
Mstep: Class 10 contains 7515 members 
Mstep: Class 12 contains 62322 members 
Mstep: Class 14 contains 146140 members 
Mstep: Class 15 contains 18792 members 
Mstep: Class 17 contains 4640 members 
Mstep: Class 19 contains 9214 members 
Mstep: Class 20 contains 1447 members 
Mstep: Class 21 contains 18387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789840.000000 Penalty: 32744.896484
Iteration 105Q: 16 clusters Score -4.178984e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 18706 members 
Mstep: Class 4 contains 59489 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 311930 members 
Mstep: Class 8 contains 21497 members 
Mstep: Class 10 contains 7517 members 
Mstep: Class 12 contains 62179 members 
Mstep: Class 14 contains 145858 members 
Mstep: Class 15 contains 18791 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 19 contains 9270 members 
Mstep: Class 20 contains 1436 members 
Mstep: Class 21 contains 18360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789848.000000 Penalty: 32744.896484
Iteration 106Q: 16 clusters Score -4.178985e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 18631 members 
Mstep: Class 4 contains 59425 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 312522 members 
Mstep: Class 8 contains 21461 members 
Mstep: Class 10 contains 7517 members 
Mstep: Class 12 contains 62032 members 
Mstep: Class 14 contains 145590 members 
Mstep: Class 15 contains 18785 members 
Mstep: Class 17 contains 4626 members 
Mstep: Class 19 contains 9318 members 
Mstep: Class 20 contains 1417 members 
Mstep: Class 21 contains 18337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789792.000000 Penalty: 32744.896484
Iteration 107Q: 16 clusters Score -4.178979e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 18554 members 
Mstep: Class 4 contains 59369 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 313109 members 
Mstep: Class 8 contains 21422 members 
Mstep: Class 10 contains 7518 members 
Mstep: Class 12 contains 61895 members 
Mstep: Class 14 contains 145320 members 
Mstep: Class 15 contains 18784 members 
Mstep: Class 17 contains 4621 members 
Mstep: Class 19 contains 9354 members 
Mstep: Class 20 contains 1398 members 
Mstep: Class 21 contains 18309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789712.000000 Penalty: 32744.896484
Iteration 108Q: 16 clusters Score -4.178971e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 686 members 
Mstep: Class 3 contains 18499 members 
Mstep: Class 4 contains 59316 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 313707 members 
Mstep: Class 8 contains 21393 members 
Mstep: Class 10 contains 7519 members 
Mstep: Class 12 contains 61745 members 
Mstep: Class 14 contains 145028 members 
Mstep: Class 15 contains 18780 members 
Mstep: Class 17 contains 4616 members 
Mstep: Class 19 contains 9392 members 
Mstep: Class 20 contains 1378 members 
Mstep: Class 21 contains 18276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789748.000000 Penalty: 32744.896484
Iteration 109Q: 16 clusters Score -4.178975e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 18455 members 
Mstep: Class 4 contains 59264 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 314276 members 
Mstep: Class 8 contains 21369 members 
Mstep: Class 10 contains 7522 members 
Mstep: Class 12 contains 61600 members 
Mstep: Class 14 contains 144741 members 
Mstep: Class 15 contains 18769 members 
Mstep: Class 17 contains 4614 members 
Mstep: Class 19 contains 9431 members 
Mstep: Class 20 contains 1365 members 
Mstep: Class 21 contains 18238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789884.000000 Penalty: 32744.896484
Iteration 110Q: 16 clusters Score -4.178988e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 18412 members 
Mstep: Class 4 contains 59189 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 314840 members 
Mstep: Class 8 contains 21347 members 
Mstep: Class 10 contains 7527 members 
Mstep: Class 12 contains 61470 members 
Mstep: Class 14 contains 144463 members 
Mstep: Class 15 contains 18772 members 
Mstep: Class 17 contains 4609 members 
Mstep: Class 19 contains 9471 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 18201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789860.000000 Penalty: 32744.896484
Iteration 111Q: 16 clusters Score -4.178986e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 18366 members 
Mstep: Class 4 contains 59124 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 315383 members 
Mstep: Class 8 contains 21318 members 
Mstep: Class 10 contains 7529 members 
Mstep: Class 12 contains 61337 members 
Mstep: Class 14 contains 144204 members 
Mstep: Class 15 contains 18775 members 
Mstep: Class 17 contains 4606 members 
Mstep: Class 19 contains 9507 members 
Mstep: Class 20 contains 1328 members 
Mstep: Class 21 contains 18165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41789888.000000 Penalty: 32744.896484
Iteration 112Q: 16 clusters Score -4.178989e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 18314 members 
Mstep: Class 4 contains 59061 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 315916 members 
Mstep: Class 8 contains 21284 members 
Mstep: Class 10 contains 7530 members 
Mstep: Class 12 contains 61200 members 
Mstep: Class 14 contains 143974 members 
Mstep: Class 15 contains 18782 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 19 contains 9530 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 18132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41790020.000000 Penalty: 32744.896484
Iteration 113Q: 16 clusters Score -4.179002e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 18277 members 
Mstep: Class 4 contains 58993 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 316390 members 
Mstep: Class 8 contains 21257 members 
Mstep: Class 10 contains 7532 members 
Mstep: Class 12 contains 61063 members 
Mstep: Class 14 contains 143752 members 
Mstep: Class 15 contains 18798 members 
Mstep: Class 17 contains 4589 members 
Mstep: Class 19 contains 9560 members 
Mstep: Class 20 contains 1315 members 
Mstep: Class 21 contains 18119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41790048.000000 Penalty: 32744.896484
Iteration 114Q: 16 clusters Score -4.179005e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 18243 members 
Mstep: Class 4 contains 58932 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 316835 members 
Mstep: Class 8 contains 21232 members 
Mstep: Class 10 contains 7534 members 
Mstep: Class 12 contains 60934 members 
Mstep: Class 14 contains 143542 members 
Mstep: Class 15 contains 18808 members 
Mstep: Class 17 contains 4580 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 1315 members 
Mstep: Class 21 contains 18095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41790132.000000 Penalty: 32744.896484
Iteration 115Q: 16 clusters Score -4.179013e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 18205 members 
Mstep: Class 4 contains 58870 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 317269 members 
Mstep: Class 8 contains 21209 members 
Mstep: Class 10 contains 7534 members 
Mstep: Class 12 contains 60809 members 
Mstep: Class 14 contains 143351 members 
Mstep: Class 15 contains 18815 members 
Mstep: Class 17 contains 4576 members 
Mstep: Class 19 contains 9630 members 
Mstep: Class 20 contains 1311 members 
Mstep: Class 21 contains 18065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41790260.000000 Penalty: 32744.896484
Iteration 116Q: 16 clusters Score -4.179026e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 18164 members 
Mstep: Class 4 contains 58813 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 317680 members 
Mstep: Class 8 contains 21191 members 
Mstep: Class 10 contains 7536 members 
Mstep: Class 12 contains 60681 members 
Mstep: Class 14 contains 143172 members 
Mstep: Class 15 contains 18820 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 19 contains 9665 members 
Mstep: Class 20 contains 1307 members 
Mstep: Class 21 contains 18042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41790220.000000 Penalty: 32744.896484
Iteration 117Q: 16 clusters Score -4.179022e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 18126 members 
Mstep: Class 4 contains 58760 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 318115 members 
Mstep: Class 8 contains 21178 members 
Mstep: Class 10 contains 7538 members 
Mstep: Class 12 contains 60539 members 
Mstep: Class 14 contains 142989 members 
Mstep: Class 15 contains 18819 members 
Mstep: Class 17 contains 4568 members 
Mstep: Class 19 contains 9691 members 
Mstep: Class 20 contains 1300 members 
Mstep: Class 21 contains 18019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41790156.000000 Penalty: 32744.896484
Iteration 118Q: 16 clusters Score -4.179016e+07 nChanged 514
Entering ConstructFrom: 
Score: -41790156.000000 Penalty: 32744.896484
Entering ConstructFrom: 
Trying to split cluster 1 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -75906.046875 Penalty: 1151.050537
	Iteration 0F: 2 clusters Score -75906.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -74306.757812 Penalty: 2302.101074
	Iteration 0F: 3 clusters Score -74306.76 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -74594.609375 Penalty: 2302.101074
	Iteration 1F: 3 clusters Score -74594.61 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -74673.632812 Penalty: 2302.101074
	Iteration 2F: 3 clusters Score -74673.63 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -74711.515625 Penalty: 2302.101074
	Iteration 3Q: 3 clusters Score -74711.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -74729.476562 Penalty: 2302.101074
	Iteration 4Q: 3 clusters Score -74729.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -74739.671875 Penalty: 2302.101074
	Iteration 5Q: 3 clusters Score -74739.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -74744.257812 Penalty: 2302.101074
	Iteration 6Q: 3 clusters Score -74744.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -74745.890625 Penalty: 2302.101074
	Iteration 7Q: 3 clusters Score -74745.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -74746.882812 Penalty: 2302.101074
	Iteration 8Q: 3 clusters Score -74746.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -74746.882812 Penalty: 2302.101074
	Iteration 9F: 3 clusters Score -74746.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -43070.378906 Penalty: 1061.976685
	Iteration 0F: 2 clusters Score -43070.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -41846.507812 Penalty: 2123.953369
	Iteration 0F: 3 clusters Score -41846.51 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -42022.484375 Penalty: 2123.953369
	Iteration 1F: 3 clusters Score -42022.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -42076.484375 Penalty: 2123.953369
	Iteration 2F: 3 clusters Score -42076.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -42097.640625 Penalty: 2123.953369
	Iteration 3Q: 3 clusters Score -42097.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -42104.796875 Penalty: 2123.953369
	Iteration 4Q: 3 clusters Score -42104.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -42112.515625 Penalty: 2123.953369
	Iteration 5Q: 3 clusters Score -42112.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -42114.210938 Penalty: 2123.953369
	Iteration 6Q: 3 clusters Score -42114.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -42115.792969 Penalty: 2123.953369
	Iteration 7Q: 3 clusters Score -42115.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -42116.464844 Penalty: 2123.953369
	Iteration 8Q: 3 clusters Score -42116.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -42116.464844 Penalty: 2123.953369
	Iteration 9F: 3 clusters Score -42116.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Entering Unmasked Estep 
Score: -1169818.500000 Penalty: 1593.006226
	Iteration 0F: 2 clusters Score -1169818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1157638.125000 Penalty: 3186.012451
	Iteration 0F: 3 clusters Score -1157638 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1161867.875000 Penalty: 3186.012451
	Iteration 1F: 3 clusters Score -1161868 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1162142.000000 Penalty: 3186.012451
	Iteration 2Q: 3 clusters Score -1162142 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1162388.000000 Penalty: 3186.012451
	Iteration 3Q: 3 clusters Score -1162388 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1162629.375000 Penalty: 3186.012451
	Iteration 4Q: 3 clusters Score -1162629 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1162913.500000 Penalty: 3186.012451
	Iteration 5Q: 3 clusters Score -1162914 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1163300.125000 Penalty: 3186.012451
	Iteration 6Q: 3 clusters Score -1163300 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1163894.125000 Penalty: 3186.012451
	Iteration 7F: 3 clusters Score -1163894 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1164782.625000 Penalty: 3186.012451
	Iteration 8F: 3 clusters Score -1164783 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -1165860.750000 Penalty: 3186.012451
	Iteration 9F: 3 clusters Score -1165861 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1166934.250000 Penalty: 3186.012451
	Iteration 10F: 3 clusters Score -1166934 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1167705.125000 Penalty: 3186.012451
	Iteration 11Q: 3 clusters Score -1167705 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -1168084.000000 Penalty: 3186.012451
	Iteration 12Q: 3 clusters Score -1168084 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -1168261.625000 Penalty: 3186.012451
	Iteration 13Q: 3 clusters Score -1168262 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -1168368.000000 Penalty: 3186.012451
	Iteration 14Q: 3 clusters Score -1168368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -1168440.375000 Penalty: 3186.012451
	Iteration 15Q: 3 clusters Score -1168440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -1168479.500000 Penalty: 3186.012451
	Iteration 16Q: 3 clusters Score -1168480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -1168522.500000 Penalty: 3186.012451
	Iteration 17Q: 3 clusters Score -1168522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -1168547.375000 Penalty: 3186.012451
	Iteration 18Q: 3 clusters Score -1168547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -1168560.875000 Penalty: 3186.012451
	Iteration 19Q: 3 clusters Score -1168561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -1168565.125000 Penalty: 3186.012451
	Iteration 20F: 3 clusters Score -1168565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -1168566.625000 Penalty: 3186.012451
	Iteration 21Q: 3 clusters Score -1168567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -1168567.500000 Penalty: 3186.012451
	Iteration 22Q: 3 clusters Score -1168568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -1168568.375000 Penalty: 3186.012451
	Iteration 23Q: 3 clusters Score -1168568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1168576.625000 Penalty: 3186.012451
	Iteration 24Q: 3 clusters Score -1168577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -1168582.500000 Penalty: 3186.012451
	Iteration 25Q: 3 clusters Score -1168582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -1168587.250000 Penalty: 3186.012451
	Iteration 26Q: 3 clusters Score -1168587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -1168588.875000 Penalty: 3186.012451
	Iteration 27Q: 3 clusters Score -1168589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -1168592.875000 Penalty: 3186.012451
	Iteration 28Q: 3 clusters Score -1168593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -1168593.625000 Penalty: 3186.012451
	Iteration 29Q: 3 clusters Score -1168594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -1168595.625000 Penalty: 3186.012451
	Iteration 30Q: 3 clusters Score -1168596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -1168600.500000 Penalty: 3186.012451
	Iteration 31Q: 3 clusters Score -1168600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -1168600.250000 Penalty: 3186.012451
	Iteration 32Q: 3 clusters Score -1168600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1168602.375000 Penalty: 3186.012451
	Iteration 33Q: 3 clusters Score -1168602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1168603.000000 Penalty: 3186.012451
	Iteration 34Q: 3 clusters Score -1168603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1168603.000000 Penalty: 3186.012451
	Iteration 35F: 3 clusters Score -1168603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Entering Unmasked Estep 
Score: -3761250.250000 Penalty: 1784.328857
	Iteration 0F: 2 clusters Score -3761250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -3722032.250000 Penalty: 3568.657715
	Iteration 0F: 3 clusters Score -3722032 nChanged 27652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -3737653.750000 Penalty: 3568.657715
	Iteration 1F: 3 clusters Score -3737654 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -3738076.750000 Penalty: 3568.657715
	Iteration 2Q: 3 clusters Score -3738077 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -3738598.000000 Penalty: 3568.657715
	Iteration 3Q: 3 clusters Score -3738598 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -3739422.250000 Penalty: 3568.657715
	Iteration 4Q: 3 clusters Score -3739422 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -3740797.750000 Penalty: 3568.657715
	Iteration 5F: 3 clusters Score -3740798 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -3743126.750000 Penalty: 3568.657715
	Iteration 6F: 3 clusters Score -3743127 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3746636.250000 Penalty: 3568.657715
	Iteration 7F: 3 clusters Score -3746636 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -3750882.750000 Penalty: 3568.657715
	Iteration 8F: 3 clusters Score -3750883 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -3754663.000000 Penalty: 3568.657715
	Iteration 9F: 3 clusters Score -3754663 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3757201.000000 Penalty: 3568.657715
	Iteration 10Q: 3 clusters Score -3757201 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56869 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3758491.500000 Penalty: 3568.657715
	Iteration 11Q: 3 clusters Score -3758492 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3759090.250000 Penalty: 3568.657715
	Iteration 12Q: 3 clusters Score -3759090 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3759385.250000 Penalty: 3568.657715
	Iteration 13Q: 3 clusters Score -3759385 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57889 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3759538.000000 Penalty: 3568.657715
	Iteration 14Q: 3 clusters Score -3759538 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3759623.500000 Penalty: 3568.657715
	Iteration 15Q: 3 clusters Score -3759624 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3759676.250000 Penalty: 3568.657715
	Iteration 16Q: 3 clusters Score -3759676 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3759734.750000 Penalty: 3568.657715
	Iteration 17Q: 3 clusters Score -3759735 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3759779.750000 Penalty: 3568.657715
	Iteration 18Q: 3 clusters Score -3759780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58151 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3759797.750000 Penalty: 3568.657715
	Iteration 19Q: 3 clusters Score -3759798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58163 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3759811.250000 Penalty: 3568.657715
	Iteration 20F: 3 clusters Score -3759811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3759819.000000 Penalty: 3568.657715
	Iteration 21Q: 3 clusters Score -3759819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58182 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3759824.500000 Penalty: 3568.657715
	Iteration 22Q: 3 clusters Score -3759824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3759830.500000 Penalty: 3568.657715
	Iteration 23Q: 3 clusters Score -3759830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58193 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3759831.500000 Penalty: 3568.657715
	Iteration 24Q: 3 clusters Score -3759832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3759830.000000 Penalty: 3568.657715
	Iteration 25Q: 3 clusters Score -3759830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3759829.250000 Penalty: 3568.657715
	Iteration 26Q: 3 clusters Score -3759829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3759837.250000 Penalty: 3568.657715
	Iteration 27Q: 3 clusters Score -3759837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3759840.000000 Penalty: 3568.657715
	Iteration 28Q: 3 clusters Score -3759840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58198 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3759840.500000 Penalty: 3568.657715
	Iteration 29Q: 3 clusters Score -3759840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58198 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3759840.000000 Penalty: 3568.657715
	Iteration 30Q: 3 clusters Score -3759840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58199 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3759836.000000 Penalty: 3568.657715
	Iteration 31Q: 3 clusters Score -3759836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3759839.750000 Penalty: 3568.657715
	Iteration 32Q: 3 clusters Score -3759840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58205 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3759843.250000 Penalty: 3568.657715
	Iteration 33Q: 3 clusters Score -3759843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3759843.250000 Penalty: 3568.657715
	Iteration 34Q: 3 clusters Score -3759843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3759847.500000 Penalty: 3568.657715
	Iteration 35Q: 3 clusters Score -3759848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3759848.250000 Penalty: 3568.657715
	Iteration 36Q: 3 clusters Score -3759848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3759848.250000 Penalty: 3568.657715
	Iteration 37F: 3 clusters Score -3759848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -71636.046875 Penalty: 1147.606079
	Iteration 0F: 2 clusters Score -71636.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -70057.062500 Penalty: 2295.212158
	Iteration 0F: 3 clusters Score -70057.06 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -70338.742188 Penalty: 2295.212158
	Iteration 1F: 3 clusters Score -70338.74 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -70431.859375 Penalty: 2295.212158
	Iteration 2F: 3 clusters Score -70431.86 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -70485.031250 Penalty: 2295.212158
	Iteration 3F: 3 clusters Score -70485.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -70506.695312 Penalty: 2295.212158
	Iteration 4Q: 3 clusters Score -70506.7 nChanged 12
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: -70515.539062 Penalty: 2295.212158
	Iteration 5Q: 3 clusters Score -70515.54 nChanged 12
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: -70522.328125 Penalty: 2295.212158
	Iteration 6Q: 3 clusters Score -70522.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -70526.796875 Penalty: 2295.212158
	Iteration 7Q: 3 clusters Score -70526.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -70531.742188 Penalty: 2295.212158
	Iteration 8Q: 3 clusters Score -70531.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -70542.140625 Penalty: 2295.212158
	Iteration 9Q: 3 clusters Score -70542.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -70549.109375 Penalty: 2295.212158
	Iteration 10Q: 3 clusters Score -70549.11 nChanged 8
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: -70554.320312 Penalty: 2295.212158
	Iteration 11Q: 3 clusters Score -70554.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -70559.312500 Penalty: 2295.212158
	Iteration 12Q: 3 clusters Score -70559.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -70562.851562 Penalty: 2295.212158
	Iteration 13Q: 3 clusters Score -70562.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -70568.664062 Penalty: 2295.212158
	Iteration 14Q: 3 clusters Score -70568.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -70575.640625 Penalty: 2295.212158
	Iteration 15Q: 3 clusters Score -70575.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -70580.882812 Penalty: 2295.212158
	Iteration 16Q: 3 clusters Score -70580.88 nChanged 6
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: -70583.781250 Penalty: 2295.212158
	Iteration 17Q: 3 clusters Score -70583.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -70585.679688 Penalty: 2295.212158
	Iteration 18Q: 3 clusters Score -70585.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -70588.375000 Penalty: 2295.212158
	Iteration 19Q: 3 clusters Score -70588.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -70590.632812 Penalty: 2295.212158
	Iteration 20F: 3 clusters Score -70590.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -70592.664062 Penalty: 2295.212158
	Iteration 21Q: 3 clusters Score -70592.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -70594.710938 Penalty: 2295.212158
	Iteration 22Q: 3 clusters Score -70594.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70596.015625 Penalty: 2295.212158
	Iteration 23Q: 3 clusters Score -70596.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -70598.203125 Penalty: 2295.212158
	Iteration 24Q: 3 clusters Score -70598.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -70598.203125 Penalty: 2295.212158
	Iteration 25F: 3 clusters Score -70598.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (318526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318526 members 
Entering Unmasked Estep 
Score: -19824478.000000 Penalty: 2059.112061
	Iteration 0F: 2 clusters Score -1.982448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 159101 members 
Entering Unmasked Estep 
Score: -19609620.000000 Penalty: 4118.224121
	Iteration 0F: 3 clusters Score -1.960962e+07 nChanged 155716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160109 members 
Mstep: Class 2 contains 158417 members 
Entering Unmasked Estep 
Score: -19702388.000000 Penalty: 4118.224121
	Iteration 1F: 3 clusters Score -1.970239e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161042 members 
Mstep: Class 2 contains 157484 members 
Entering Unmasked Estep 
Score: -19703928.000000 Penalty: 4118.224121
	Iteration 2Q: 3 clusters Score -1.970393e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162659 members 
Mstep: Class 2 contains 155867 members 
Entering Unmasked Estep 
Score: -19705994.000000 Penalty: 4118.224121
	Iteration 3Q: 3 clusters Score -1.970599e+07 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165202 members 
Mstep: Class 2 contains 153324 members 
Entering Unmasked Estep 
Score: -19708754.000000 Penalty: 4118.224121
	Iteration 4Q: 3 clusters Score -1.970875e+07 nChanged 11660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168966 members 
Mstep: Class 2 contains 149560 members 
Entering Unmasked Estep 
Score: -19713184.000000 Penalty: 4118.224121
	Iteration 5Q: 3 clusters Score -1.971318e+07 nChanged 14126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174352 members 
Mstep: Class 2 contains 144174 members 
Entering Unmasked Estep 
Score: -19720258.000000 Penalty: 4118.224121
	Iteration 6Q: 3 clusters Score -1.972026e+07 nChanged 17344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181188 members 
Mstep: Class 2 contains 137338 members 
Entering Unmasked Estep 
Score: -19731740.000000 Penalty: 4118.224121
	Iteration 7F: 3 clusters Score -1.973174e+07 nChanged 20228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188214 members 
Mstep: Class 2 contains 130312 members 
Entering Unmasked Estep 
Score: -19747352.000000 Penalty: 4118.224121
	Iteration 8F: 3 clusters Score -1.974735e+07 nChanged 20489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193957 members 
Mstep: Class 2 contains 124569 members 
Entering Unmasked Estep 
Score: -19761478.000000 Penalty: 4118.224121
	Iteration 9F: 3 clusters Score -1.976148e+07 nChanged 15981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198074 members 
Mstep: Class 2 contains 120452 members 
Entering Unmasked Estep 
Score: -19768434.000000 Penalty: 4118.224121
	Iteration 10F: 3 clusters Score -1.976843e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201665 members 
Mstep: Class 2 contains 116861 members 
Entering Unmasked Estep 
Score: -19770798.000000 Penalty: 4118.224121
	Iteration 11Q: 3 clusters Score -1.97708e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205415 members 
Mstep: Class 2 contains 113111 members 
Entering Unmasked Estep 
Score: -19771986.000000 Penalty: 4118.224121
	Iteration 12Q: 3 clusters Score -1.977199e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209385 members 
Mstep: Class 2 contains 109141 members 
Entering Unmasked Estep 
Score: -19773060.000000 Penalty: 4118.224121
	Iteration 13Q: 3 clusters Score -1.977306e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213495 members 
Mstep: Class 2 contains 105031 members 
Entering Unmasked Estep 
Score: -19773974.000000 Penalty: 4118.224121
	Iteration 14Q: 3 clusters Score -1.977397e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217862 members 
Mstep: Class 2 contains 100664 members 
Entering Unmasked Estep 
Score: -19774966.000000 Penalty: 4118.224121
	Iteration 15Q: 3 clusters Score -1.977497e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222518 members 
Mstep: Class 2 contains 96008 members 
Entering Unmasked Estep 
Score: -19776190.000000 Penalty: 4118.224121
	Iteration 16Q: 3 clusters Score -1.977619e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227473 members 
Mstep: Class 2 contains 91053 members 
Entering Unmasked Estep 
Score: -19777510.000000 Penalty: 4118.224121
	Iteration 17Q: 3 clusters Score -1.977751e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232742 members 
Mstep: Class 2 contains 85784 members 
Entering Unmasked Estep 
Score: -19779078.000000 Penalty: 4118.224121
	Iteration 18Q: 3 clusters Score -1.977908e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238331 members 
Mstep: Class 2 contains 80195 members 
Entering Unmasked Estep 
Score: -19780744.000000 Penalty: 4118.224121
	Iteration 19Q: 3 clusters Score -1.978074e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244115 members 
Mstep: Class 2 contains 74411 members 
Entering Unmasked Estep 
Score: -19782720.000000 Penalty: 4118.224121
	Iteration 20F: 3 clusters Score -1.978272e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250000 members 
Mstep: Class 2 contains 68526 members 
Entering Unmasked Estep 
Score: -19784732.000000 Penalty: 4118.224121
	Iteration 21Q: 3 clusters Score -1.978473e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256079 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -19786950.000000 Penalty: 4118.224121
	Iteration 22Q: 3 clusters Score -1.978695e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262288 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -19789306.000000 Penalty: 4118.224121
	Iteration 23Q: 3 clusters Score -1.978931e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268615 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -19792058.000000 Penalty: 4118.224121
	Iteration 24Q: 3 clusters Score -1.979206e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275077 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -19795146.000000 Penalty: 4118.224121
	Iteration 25Q: 3 clusters Score -1.979515e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281488 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -19798592.000000 Penalty: 4118.224121
	Iteration 26Q: 3 clusters Score -1.979859e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287749 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -19802056.000000 Penalty: 4118.224121
	Iteration 27Q: 3 clusters Score -1.980206e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293685 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -19805588.000000 Penalty: 4118.224121
	Iteration 28Q: 3 clusters Score -1.980559e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299137 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -19809060.000000 Penalty: 4118.224121
	Iteration 29Q: 3 clusters Score -1.980906e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303882 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -19812128.000000 Penalty: 4118.224121
	Iteration 30Q: 3 clusters Score -1.981213e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307962 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -19815086.000000 Penalty: 4118.224121
	Iteration 31Q: 3 clusters Score -1.981509e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311266 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -19817426.000000 Penalty: 4118.224121
	Iteration 32Q: 3 clusters Score -1.981743e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313826 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -19819242.000000 Penalty: 4118.224121
	Iteration 33Q: 3 clusters Score -1.981924e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315627 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -19820630.000000 Penalty: 4118.224121
	Iteration 34Q: 3 clusters Score -1.982063e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316814 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -19821460.000000 Penalty: 4118.224121
	Iteration 35Q: 3 clusters Score -1.982146e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317486 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -19821980.000000 Penalty: 4118.224121
	Iteration 36Q: 3 clusters Score -1.982198e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317828 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -19822282.000000 Penalty: 4118.224121
	Iteration 37Q: 3 clusters Score -1.982228e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318011 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -19822414.000000 Penalty: 4118.224121
	Iteration 38Q: 3 clusters Score -1.982241e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318112 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -19822512.000000 Penalty: 4118.224121
	Iteration 39Q: 3 clusters Score -1.982251e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318163 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -19822550.000000 Penalty: 4118.224121
	Iteration 40F: 3 clusters Score -1.982255e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318198 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -19822624.000000 Penalty: 4118.224121
	Iteration 41Q: 3 clusters Score -1.982262e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318229 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -19822660.000000 Penalty: 4118.224121
	Iteration 42Q: 3 clusters Score -1.982266e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318247 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19822670.000000 Penalty: 4118.224121
	Iteration 43Q: 3 clusters Score -1.982267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318256 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -19822680.000000 Penalty: 4118.224121
	Iteration 44Q: 3 clusters Score -1.982268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318267 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -19822708.000000 Penalty: 4118.224121
	Iteration 45Q: 3 clusters Score -1.982271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318272 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -19822712.000000 Penalty: 4118.224121
	Iteration 46Q: 3 clusters Score -1.982271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318274 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19822698.000000 Penalty: 4118.224121
	Iteration 47Q: 3 clusters Score -1.98227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318274 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19822698.000000 Penalty: 4118.224121
	Iteration 48F: 3 clusters Score -1.98227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Entering Unmasked Estep 
Score: -1358760.125000 Penalty: 1618.440186
	Iteration 0F: 2 clusters Score -1358760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1344359.250000 Penalty: 3236.880371
	Iteration 0F: 3 clusters Score -1344359 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1349533.000000 Penalty: 3236.880371
	Iteration 1F: 3 clusters Score -1349533 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1349856.000000 Penalty: 3236.880371
	Iteration 2Q: 3 clusters Score -1349856 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1350247.000000 Penalty: 3236.880371
	Iteration 3Q: 3 clusters Score -1350247 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1350808.750000 Penalty: 3236.880371
	Iteration 4F: 3 clusters Score -1350809 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1351669.375000 Penalty: 3236.880371
	Iteration 5F: 3 clusters Score -1351669 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -1352947.750000 Penalty: 3236.880371
	Iteration 6F: 3 clusters Score -1352948 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -1354519.625000 Penalty: 3236.880371
	Iteration 7F: 3 clusters Score -1354520 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -1355903.625000 Penalty: 3236.880371
	Iteration 8F: 3 clusters Score -1355904 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -1356696.250000 Penalty: 3236.880371
	Iteration 9Q: 3 clusters Score -1356696 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -1357032.250000 Penalty: 3236.880371
	Iteration 10Q: 3 clusters Score -1357032 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -1357179.625000 Penalty: 3236.880371
	Iteration 11Q: 3 clusters Score -1357180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -1357255.500000 Penalty: 3236.880371
	Iteration 12Q: 3 clusters Score -1357256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -1357289.875000 Penalty: 3236.880371
	Iteration 13Q: 3 clusters Score -1357290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -1357313.750000 Penalty: 3236.880371
	Iteration 14Q: 3 clusters Score -1357314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -1357326.875000 Penalty: 3236.880371
	Iteration 15Q: 3 clusters Score -1357327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -1357335.750000 Penalty: 3236.880371
	Iteration 16Q: 3 clusters Score -1357336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -1357343.250000 Penalty: 3236.880371
	Iteration 17Q: 3 clusters Score -1357343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -1357350.125000 Penalty: 3236.880371
	Iteration 18Q: 3 clusters Score -1357350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -1357353.125000 Penalty: 3236.880371
	Iteration 19Q: 3 clusters Score -1357353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -1357354.750000 Penalty: 3236.880371
	Iteration 20F: 3 clusters Score -1357355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -1357356.875000 Penalty: 3236.880371
	Iteration 21Q: 3 clusters Score -1357357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -1357356.875000 Penalty: 3236.880371
	Iteration 22F: 3 clusters Score -1357357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Entering Unmasked Estep 
Score: -477163.750000 Penalty: 1450.860962
	Iteration 0F: 2 clusters Score -477163.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -471549.156250 Penalty: 2901.721924
	Iteration 0F: 3 clusters Score -471549.2 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -473196.312500 Penalty: 2901.721924
	Iteration 1F: 3 clusters Score -473196.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -473396.343750 Penalty: 2901.721924
	Iteration 2F: 3 clusters Score -473396.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -473544.250000 Penalty: 2901.721924
	Iteration 3Q: 3 clusters Score -473544.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -473666.062500 Penalty: 2901.721924
	Iteration 4Q: 3 clusters Score -473666.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -473782.218750 Penalty: 2901.721924
	Iteration 5Q: 3 clusters Score -473782.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -473903.656250 Penalty: 2901.721924
	Iteration 6Q: 3 clusters Score -473903.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -474134.437500 Penalty: 2901.721924
	Iteration 7Q: 3 clusters Score -474134.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -474397.031250 Penalty: 2901.721924
	Iteration 8Q: 3 clusters Score -474397 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -474659.468750 Penalty: 2901.721924
	Iteration 9Q: 3 clusters Score -474659.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -474911.125000 Penalty: 2901.721924
	Iteration 10Q: 3 clusters Score -474911.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -475180.062500 Penalty: 2901.721924
	Iteration 11Q: 3 clusters Score -475180.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -475422.875000 Penalty: 2901.721924
	Iteration 12Q: 3 clusters Score -475422.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -475640.031250 Penalty: 2901.721924
	Iteration 13Q: 3 clusters Score -475640 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -475837.156250 Penalty: 2901.721924
	Iteration 14Q: 3 clusters Score -475837.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -476018.406250 Penalty: 2901.721924
	Iteration 15Q: 3 clusters Score -476018.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -476155.500000 Penalty: 2901.721924
	Iteration 16Q: 3 clusters Score -476155.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -476272.000000 Penalty: 2901.721924
	Iteration 17Q: 3 clusters Score -476272 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -476357.625000 Penalty: 2901.721924
	Iteration 18Q: 3 clusters Score -476357.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -476417.062500 Penalty: 2901.721924
	Iteration 19Q: 3 clusters Score -476417.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -476468.250000 Penalty: 2901.721924
	Iteration 20F: 3 clusters Score -476468.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -476524.656250 Penalty: 2901.721924
	Iteration 21Q: 3 clusters Score -476524.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -476600.343750 Penalty: 2901.721924
	Iteration 22Q: 3 clusters Score -476600.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -476689.375000 Penalty: 2901.721924
	Iteration 23Q: 3 clusters Score -476689.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -476764.093750 Penalty: 2901.721924
	Iteration 24Q: 3 clusters Score -476764.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -476833.937500 Penalty: 2901.721924
	Iteration 25Q: 3 clusters Score -476833.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -476861.125000 Penalty: 2901.721924
	Iteration 26Q: 3 clusters Score -476861.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -476872.937500 Penalty: 2901.721924
	Iteration 27Q: 3 clusters Score -476872.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -476879.375000 Penalty: 2901.721924
	Iteration 28Q: 3 clusters Score -476879.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -476885.718750 Penalty: 2901.721924
	Iteration 29Q: 3 clusters Score -476885.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -476890.062500 Penalty: 2901.721924
	Iteration 30Q: 3 clusters Score -476890.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -476891.250000 Penalty: 2901.721924
	Iteration 31Q: 3 clusters Score -476891.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -476894.531250 Penalty: 2901.721924
	Iteration 32Q: 3 clusters Score -476894.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -476894.281250 Penalty: 2901.721924
	Iteration 33Q: 3 clusters Score -476894.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -476895.187500 Penalty: 2901.721924
	Iteration 34Q: 3 clusters Score -476895.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -476897.187500 Penalty: 2901.721924
	Iteration 35Q: 3 clusters Score -476897.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -476897.093750 Penalty: 2901.721924
	Iteration 36Q: 3 clusters Score -476897.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -476897.531250 Penalty: 2901.721924
	Iteration 37Q: 3 clusters Score -476897.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -476898.500000 Penalty: 2901.721924
	Iteration 38Q: 3 clusters Score -476898.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -476898.781250 Penalty: 2901.721924
	Iteration 39Q: 3 clusters Score -476898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -476901.250000 Penalty: 2901.721924
	Iteration 40F: 3 clusters Score -476901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -476902.125000 Penalty: 2901.721924
	Iteration 41Q: 3 clusters Score -476902.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -476902.531250 Penalty: 2901.721924
	Iteration 42Q: 3 clusters Score -476902.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -476902.812500 Penalty: 2901.721924
	Iteration 43Q: 3 clusters Score -476902.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -476903.625000 Penalty: 2901.721924
	Iteration 44Q: 3 clusters Score -476903.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -476902.937500 Penalty: 2901.721924
	Iteration 45Q: 3 clusters Score -476902.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -476904.031250 Penalty: 2901.721924
	Iteration 46Q: 3 clusters Score -476904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -476904.281250 Penalty: 2901.721924
	Iteration 47Q: 3 clusters Score -476904.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -476904.093750 Penalty: 2901.721924
	Iteration 48Q: 3 clusters Score -476904.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -476904.093750 Penalty: 2901.721924
	Iteration 49F: 3 clusters Score -476904.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Entering Unmasked Estep 
Score: -3783410.250000 Penalty: 1788.928955
	Iteration 0F: 2 clusters Score -3783410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -3742902.250000 Penalty: 3577.857910
	Iteration 0F: 3 clusters Score -3742902 nChanged 28531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -3759485.000000 Penalty: 3577.857910
	Iteration 1F: 3 clusters Score -3759485 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -3760465.750000 Penalty: 3577.857910
	Iteration 2Q: 3 clusters Score -3760466 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -3761924.500000 Penalty: 3577.857910
	Iteration 3F: 3 clusters Score -3761924 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -3764402.000000 Penalty: 3577.857910
	Iteration 4F: 3 clusters Score -3764402 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -3768200.250000 Penalty: 3577.857910
	Iteration 5F: 3 clusters Score -3768200 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 51528 members 
Entering Unmasked Estep 
Score: -3773042.750000 Penalty: 3577.857910
	Iteration 6F: 3 clusters Score -3773043 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -3777481.500000 Penalty: 3577.857910
	Iteration 7F: 3 clusters Score -3777482 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -3780189.500000 Penalty: 3577.857910
	Iteration 8Q: 3 clusters Score -3780190 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -3781266.500000 Penalty: 3577.857910
	Iteration 9Q: 3 clusters Score -3781266 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 60113 members 
Entering Unmasked Estep 
Score: -3781651.500000 Penalty: 3577.857910
	Iteration 10Q: 3 clusters Score -3781652 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 60206 members 
Entering Unmasked Estep 
Score: -3781798.250000 Penalty: 3577.857910
	Iteration 11Q: 3 clusters Score -3781798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 60233 members 
Entering Unmasked Estep 
Score: -3781857.500000 Penalty: 3577.857910
	Iteration 12Q: 3 clusters Score -3781858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 60245 members 
Entering Unmasked Estep 
Score: -3781903.500000 Penalty: 3577.857910
	Iteration 13Q: 3 clusters Score -3781904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -3781921.250000 Penalty: 3577.857910
	Iteration 14Q: 3 clusters Score -3781921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 60250 members 
Entering Unmasked Estep 
Score: -3781942.750000 Penalty: 3577.857910
	Iteration 15Q: 3 clusters Score -3781943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 60253 members 
Entering Unmasked Estep 
Score: -3781952.250000 Penalty: 3577.857910
	Iteration 16Q: 3 clusters Score -3781952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 60254 members 
Entering Unmasked Estep 
Score: -3781953.750000 Penalty: 3577.857910
	Iteration 17Q: 3 clusters Score -3781954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -3781962.250000 Penalty: 3577.857910
	Iteration 18Q: 3 clusters Score -3781962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -3781961.000000 Penalty: 3577.857910
	Iteration 19Q: 3 clusters Score -3781961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -3781975.750000 Penalty: 3577.857910
	Iteration 20F: 3 clusters Score -3781976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -3781991.750000 Penalty: 3577.857910
	Iteration 21Q: 3 clusters Score -3781992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -3782019.250000 Penalty: 3577.857910
	Iteration 22Q: 3 clusters Score -3782019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -3782031.500000 Penalty: 3577.857910
	Iteration 23Q: 3 clusters Score -3782032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -3782041.000000 Penalty: 3577.857910
	Iteration 24Q: 3 clusters Score -3782041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -3782050.500000 Penalty: 3577.857910
	Iteration 25Q: 3 clusters Score -3782050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -3782059.500000 Penalty: 3577.857910
	Iteration 26Q: 3 clusters Score -3782060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -3782069.250000 Penalty: 3577.857910
	Iteration 27Q: 3 clusters Score -3782069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -3782069.250000 Penalty: 3577.857910
	Iteration 28F: 3 clusters Score -3782069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -3782067.500000 Penalty: 3577.857910
	Iteration 29Q: 3 clusters Score -3782068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -3782067.500000 Penalty: 3577.857910
	Iteration 30F: 3 clusters Score -3782068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (142819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142819 members 
Entering Unmasked Estep 
Score: -9124155.000000 Penalty: 1928.766602
	Iteration 0F: 2 clusters Score -9124155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71229 members 
Mstep: Class 2 contains 71590 members 
Entering Unmasked Estep 
Score: -9028242.000000 Penalty: 3857.533203
	Iteration 0F: 3 clusters Score -9028242 nChanged 68883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70188 members 
Mstep: Class 2 contains 72631 members 
Entering Unmasked Estep 
Score: -9069885.000000 Penalty: 3857.533203
	Iteration 1F: 3 clusters Score -9069885 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69355 members 
Mstep: Class 2 contains 73464 members 
Entering Unmasked Estep 
Score: -9071701.000000 Penalty: 3857.533203
	Iteration 2Q: 3 clusters Score -9071701 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 74607 members 
Entering Unmasked Estep 
Score: -9074144.000000 Penalty: 3857.533203
	Iteration 3Q: 3 clusters Score -9074144 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -9078012.000000 Penalty: 3857.533203
	Iteration 4Q: 3 clusters Score -9078012 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -9083672.000000 Penalty: 3857.533203
	Iteration 5F: 3 clusters Score -9083672 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 79708 members 
Entering Unmasked Estep 
Score: -9091077.000000 Penalty: 3857.533203
	Iteration 6F: 3 clusters Score -9091077 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 80652 members 
Entering Unmasked Estep 
Score: -9098102.000000 Penalty: 3857.533203
	Iteration 7F: 3 clusters Score -9098102 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61881 members 
Mstep: Class 2 contains 80938 members 
Entering Unmasked Estep 
Score: -9101811.000000 Penalty: 3857.533203
	Iteration 8F: 3 clusters Score -9101811 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 81145 members 
Entering Unmasked Estep 
Score: -9103118.000000 Penalty: 3857.533203
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 81353 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 81612 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60939 members 
Mstep: Class 2 contains 81880 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9104423 nChanged 1594
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60727 members 
Mstep: Class 2 contains 82092 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9104753 nChanged 1487
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 82221 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9104983 nChanged 1507
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Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 82298 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9105401 nChanged 1391
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Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 82301 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9105667 nChanged 1281
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Mstep: Class 1 contains 60549 members 
Mstep: Class 2 contains 82270 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 82143 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9106127 nChanged 1309
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Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 81986 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9106343 nChanged 1319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 81759 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9106584 nChanged 1345
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Mstep: Class 1 contains 61335 members 
Mstep: Class 2 contains 81484 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9106818 nChanged 1255
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Mstep: Class 1 contains 61650 members 
Mstep: Class 2 contains 81169 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9107102 nChanged 1233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61963 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9107346 nChanged 1159
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Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 80577 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9107492 nChanged 1063
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9107679 nChanged 1015
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Mstep: Class 1 contains 62650 members 
Mstep: Class 2 contains 80169 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9107822 nChanged 905
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Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 79970 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9107936 nChanged 866
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Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 79746 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9108066 nChanged 823
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63286 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9108180 nChanged 736
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Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 79341 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9108260 nChanged 658
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 79211 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9108345 nChanged 610
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Mstep: Class 1 contains 63740 members 
Mstep: Class 2 contains 79079 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9108363 nChanged 544
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Mstep: Class 1 contains 63872 members 
Mstep: Class 2 contains 78947 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9108422 nChanged 514
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Mstep: Class 1 contains 64008 members 
Mstep: Class 2 contains 78811 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9108441 nChanged 452
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Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 78685 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9108505 nChanged 365
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Mstep: Class 2 contains 78584 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 78396 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9108556 nChanged 210
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Mstep: Class 1 contains 64608 members 
Mstep: Class 2 contains 78211 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9108582 nChanged 194
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Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 78121 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64804 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 64927 members 
Mstep: Class 2 contains 77892 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9108616 nChanged 178
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Mstep: Class 1 contains 65057 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 77530 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9108635 nChanged 125
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Mstep: Class 2 contains 77425 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9108639 nChanged 121
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Mstep: Class 2 contains 77332 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9108644 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65578 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9108648 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65666 members 
Mstep: Class 2 contains 77153 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9108653 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65755 members 
Mstep: Class 2 contains 77064 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9108628 nChanged 113
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Mstep: Class 1 contains 65866 members 
Mstep: Class 2 contains 76953 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9108606 nChanged 112
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Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 76843 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9108633 nChanged 113
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Mstep: Class 1 contains 66081 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9108633 nChanged 102
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Mstep: Class 1 contains 66179 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9108632 nChanged 93
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9108631 nChanged 92
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9108627 nChanged 90
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Mstep: Class 1 contains 66430 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9108618 nChanged 82
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	Iteration 59Q: 3 clusters Score -9108631 nChanged 83
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9108638 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66662 members 
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	Iteration 61Q: 3 clusters Score -9108666 nChanged 100
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	Iteration 62Q: 3 clusters Score -9108694 nChanged 84
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	Iteration 63Q: 3 clusters Score -9108708 nChanged 85
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	Iteration 64Q: 3 clusters Score -9108692 nChanged 82
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9108680 nChanged 94
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	Iteration 66Q: 3 clusters Score -9108679 nChanged 106
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	Iteration 67Q: 3 clusters Score -9108676 nChanged 106
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	Iteration 68Q: 3 clusters Score -9108687 nChanged 95
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	Iteration 69Q: 3 clusters Score -9108681 nChanged 107
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	Iteration 70Q: 3 clusters Score -9108661 nChanged 126
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	Iteration 71Q: 3 clusters Score -9108651 nChanged 145
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	Iteration 72Q: 3 clusters Score -9108688 nChanged 137
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	Iteration 73Q: 3 clusters Score -9108685 nChanged 155
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	Iteration 74Q: 3 clusters Score -9108673 nChanged 152
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9108660 nChanged 149
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	Iteration 76Q: 3 clusters Score -9108651 nChanged 161
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9108646 nChanged 174
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	Iteration 78Q: 3 clusters Score -9108674 nChanged 202
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	Iteration 79Q: 3 clusters Score -9108691 nChanged 220
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	Iteration 80F: 3 clusters Score -9108708 nChanged 218
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9108714 nChanged 227
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	Iteration 82Q: 3 clusters Score -9108724 nChanged 251
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9108722 nChanged 251
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	Iteration 84Q: 3 clusters Score -9108741 nChanged 263
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	Iteration 85Q: 3 clusters Score -9108762 nChanged 259
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	Iteration 86Q: 3 clusters Score -9108757 nChanged 278
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	Iteration 87Q: 3 clusters Score -9108721 nChanged 308
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	Iteration 89Q: 3 clusters Score -9108708 nChanged 296
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	Iteration 90Q: 3 clusters Score -9108719 nChanged 281
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	Iteration 91Q: 3 clusters Score -9108737 nChanged 285
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	Iteration 93Q: 3 clusters Score -9108782 nChanged 327
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	Iteration 94Q: 3 clusters Score -9108774 nChanged 343
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	Iteration 95Q: 3 clusters Score -9108760 nChanged 345
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	Iteration 96Q: 3 clusters Score -9108758 nChanged 370
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	Iteration 100F: 3 clusters Score -9108919 nChanged 470
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	Iteration 101Q: 3 clusters Score -9108978 nChanged 474
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	Iteration 102Q: 3 clusters Score -9109015 nChanged 471
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Mstep: Class 2 contains 66116 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 78165 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 78710 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 79316 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9109125 nChanged 630
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Mstep: Class 1 contains 79946 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9109183 nChanged 696
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Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9109236 nChanged 681
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Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9109336 nChanged 680
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Mstep: Class 1 contains 82003 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9109362 nChanged 747
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Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 60069 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 83518 members 
Mstep: Class 2 contains 59301 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9109564 nChanged 753
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Mstep: Class 1 contains 84271 members 
Mstep: Class 2 contains 58548 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9109635 nChanged 804
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Mstep: Class 1 contains 85075 members 
Mstep: Class 2 contains 57744 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9109681 nChanged 837
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Mstep: Class 1 contains 85912 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9109761 nChanged 837
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Mstep: Class 1 contains 86749 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9109879 nChanged 856
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87605 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9109950 nChanged 873
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Mstep: Class 1 contains 88478 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9110109 nChanged 884
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Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9110174 nChanged 917
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Mstep: Class 1 contains 90279 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9110289 nChanged 972
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Mstep: Class 1 contains 91251 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9110398 nChanged 1034
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Mstep: Class 1 contains 92285 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9110531 nChanged 1149
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Mstep: Class 1 contains 93434 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9110638 nChanged 1166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94600 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9110754 nChanged 1189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95789 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9110970 nChanged 1183
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Mstep: Class 1 contains 96972 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9111182 nChanged 1237
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Mstep: Class 1 contains 98209 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9111393 nChanged 1259
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Mstep: Class 1 contains 99468 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9111577 nChanged 1327
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Mstep: Class 1 contains 100795 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9111779 nChanged 1315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102110 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9112025 nChanged 1275
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Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9112265 nChanged 1378
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Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9112465 nChanged 1443
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Mstep: Class 1 contains 106206 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9112794 nChanged 1438
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Mstep: Class 1 contains 107644 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9113167 nChanged 1462
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Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9113513 nChanged 1440
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9113815 nChanged 1412
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9114156 nChanged 1382
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113340 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9114435 nChanged 1375
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114715 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9114789 nChanged 1428
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Mstep: Class 1 contains 116143 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9115103 nChanged 1442
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Mstep: Class 1 contains 117585 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9115430 nChanged 1451
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119036 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9115879 nChanged 1462
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Mstep: Class 1 contains 120498 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9116241 nChanged 1448
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Mstep: Class 1 contains 121946 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9116683 nChanged 1363
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Mstep: Class 1 contains 123309 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9117065 nChanged 1306
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Mstep: Class 1 contains 124615 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9117475 nChanged 1274
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Mstep: Class 1 contains 125889 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9117789 nChanged 1235
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Mstep: Class 1 contains 127124 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9118161 nChanged 1173
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Mstep: Class 1 contains 128297 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9118559 nChanged 1124
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Mstep: Class 1 contains 129421 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9118924 nChanged 1087
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9119304 nChanged 981
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Mstep: Class 1 contains 131489 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9119672 nChanged 888
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Mstep: Class 1 contains 132377 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9119957 nChanged 835
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Mstep: Class 1 contains 133212 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9120172 nChanged 796
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Mstep: Class 1 contains 134008 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9120440 nChanged 675
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Mstep: Class 1 contains 134683 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9120661 nChanged 601
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Mstep: Class 1 contains 135284 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9120833 nChanged 568
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Mstep: Class 1 contains 135852 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9121005 nChanged 502
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Mstep: Class 1 contains 136354 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9121141 nChanged 447
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Mstep: Class 1 contains 136801 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9121277 nChanged 440
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Mstep: Class 1 contains 137241 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9121412 nChanged 415
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Mstep: Class 1 contains 137656 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9121553 nChanged 331
Entering Unmasked Mstep 
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Mstep: Class 1 contains 137987 members 
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	Iteration 165Q: 3 clusters Score -9121641 nChanged 269
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Mstep: Class 1 contains 138256 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9121761 nChanged 229
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Mstep: Class 1 contains 138485 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9121823 nChanged 186
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Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -9121846 nChanged 162
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Mstep: Class 1 contains 138833 members 
Mstep: Class 2 contains 3986 members 
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	Iteration 169Q: 3 clusters Score -9121853 nChanged 149
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Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -9121903 nChanged 139
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Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9121935 nChanged 127
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Mstep: Class 2 contains 3577 members 
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	Iteration 172Q: 3 clusters Score -9121968 nChanged 133
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Mstep: Class 2 contains 3444 members 
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	Iteration 174Q: 3 clusters Score -9122011 nChanged 119
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -9122048 nChanged 120
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	Iteration 176Q: 3 clusters Score -9122055 nChanged 123
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	Iteration 177Q: 3 clusters Score -9122074 nChanged 127
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	Iteration 178Q: 3 clusters Score -9122117 nChanged 106
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	Iteration 179Q: 3 clusters Score -9122143 nChanged 106
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	Iteration 180F: 3 clusters Score -9122170 nChanged 86
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	Iteration 181Q: 3 clusters Score -9122172 nChanged 92
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	Iteration 182Q: 3 clusters Score -9122197 nChanged 82
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	Iteration 183Q: 3 clusters Score -9122213 nChanged 86
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	Iteration 184Q: 3 clusters Score -9122259 nChanged 80
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	Iteration 185Q: 3 clusters Score -9122287 nChanged 65
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	Iteration 186Q: 3 clusters Score -9122305 nChanged 59
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	Iteration 187Q: 3 clusters Score -9122313 nChanged 66
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	Iteration 192Q: 3 clusters Score -9122337 nChanged 47
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	Iteration 193Q: 3 clusters Score -9122365 nChanged 43
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	Iteration 194Q: 3 clusters Score -9122384 nChanged 36
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	Iteration 195Q: 3 clusters Score -9122387 nChanged 33
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	Iteration 196Q: 3 clusters Score -9122381 nChanged 29
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Mstep: Class 1 contains 141170 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -9122368.000000 Penalty: 3857.533203
	Iteration 197Q: 3 clusters Score -9122368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141198 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -9122378.000000 Penalty: 3857.533203
	Iteration 198Q: 3 clusters Score -9122378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141240 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -9122383.000000 Penalty: 3857.533203
	Iteration 199Q: 3 clusters Score -9122383 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141279 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -9122408.000000 Penalty: 3857.533203
	Iteration 200F: 3 clusters Score -9122408 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141324 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9122410.000000 Penalty: 3857.533203
	Iteration 201Q: 3 clusters Score -9122410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141364 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -9122421.000000 Penalty: 3857.533203
	Iteration 202Q: 3 clusters Score -9122421 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141406 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -9122439.000000 Penalty: 3857.533203
	Iteration 203Q: 3 clusters Score -9122439 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141452 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9122447.000000 Penalty: 3857.533203
	Iteration 204Q: 3 clusters Score -9122447 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141488 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -9122464.000000 Penalty: 3857.533203
	Iteration 205Q: 3 clusters Score -9122464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141519 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -9122460.000000 Penalty: 3857.533203
	Iteration 206Q: 3 clusters Score -9122460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141545 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9122463.000000 Penalty: 3857.533203
	Iteration 207Q: 3 clusters Score -9122463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141570 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9122475.000000 Penalty: 3857.533203
	Iteration 208Q: 3 clusters Score -9122475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141598 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -9122472.000000 Penalty: 3857.533203
	Iteration 209Q: 3 clusters Score -9122472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141619 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9122486.000000 Penalty: 3857.533203
	Iteration 210Q: 3 clusters Score -9122486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141639 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9122495.000000 Penalty: 3857.533203
	Iteration 211Q: 3 clusters Score -9122495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141661 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9122502.000000 Penalty: 3857.533203
	Iteration 212Q: 3 clusters Score -9122502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141682 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9122512.000000 Penalty: 3857.533203
	Iteration 213Q: 3 clusters Score -9122512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141703 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -9122522.000000 Penalty: 3857.533203
	Iteration 214Q: 3 clusters Score -9122522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141724 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9122524.000000 Penalty: 3857.533203
	Iteration 215Q: 3 clusters Score -9122524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141747 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -9122528.000000 Penalty: 3857.533203
	Iteration 216Q: 3 clusters Score -9122528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141767 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -9122546.000000 Penalty: 3857.533203
	Iteration 217Q: 3 clusters Score -9122546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141775 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9122533.000000 Penalty: 3857.533203
	Iteration 218Q: 3 clusters Score -9122533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141775 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9122535.000000 Penalty: 3857.533203
	Iteration 219Q: 3 clusters Score -9122535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141781 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -9122527.000000 Penalty: 3857.533203
	Iteration 220F: 3 clusters Score -9122527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141790 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -9122536.000000 Penalty: 3857.533203
	Iteration 221Q: 3 clusters Score -9122536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141799 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9122541.000000 Penalty: 3857.533203
	Iteration 222Q: 3 clusters Score -9122541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141808 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9122544.000000 Penalty: 3857.533203
	Iteration 223Q: 3 clusters Score -9122544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141819 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9122546.000000 Penalty: 3857.533203
	Iteration 224Q: 3 clusters Score -9122546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141824 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -9122551.000000 Penalty: 3857.533203
	Iteration 225Q: 3 clusters Score -9122551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141827 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -9122556.000000 Penalty: 3857.533203
	Iteration 226Q: 3 clusters Score -9122556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141830 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -9122554.000000 Penalty: 3857.533203
	Iteration 227Q: 3 clusters Score -9122554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141832 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -9122559.000000 Penalty: 3857.533203
	Iteration 228Q: 3 clusters Score -9122559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141835 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9122561.000000 Penalty: 3857.533203
	Iteration 229Q: 3 clusters Score -9122561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141837 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9122563.000000 Penalty: 3857.533203
	Iteration 230Q: 3 clusters Score -9122563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141839 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9122561.000000 Penalty: 3857.533203
	Iteration 231Q: 3 clusters Score -9122561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141840 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9122561.000000 Penalty: 3857.533203
	Iteration 232Q: 3 clusters Score -9122561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141840 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9122561.000000 Penalty: 3857.533203
	Iteration 233F: 3 clusters Score -9122561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Entering Unmasked Estep 
Score: -1142724.000000 Penalty: 1599.452026
	Iteration 0F: 2 clusters Score -1142724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1129905.500000 Penalty: 3198.904053
	Iteration 0F: 3 clusters Score -1129906 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1134398.875000 Penalty: 3198.904053
	Iteration 1F: 3 clusters Score -1134399 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1134638.250000 Penalty: 3198.904053
	Iteration 2Q: 3 clusters Score -1134638 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1134817.750000 Penalty: 3198.904053
	Iteration 3Q: 3 clusters Score -1134818 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1134961.250000 Penalty: 3198.904053
	Iteration 4Q: 3 clusters Score -1134961 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1135094.250000 Penalty: 3198.904053
	Iteration 5Q: 3 clusters Score -1135094 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1135212.000000 Penalty: 3198.904053
	Iteration 6Q: 3 clusters Score -1135212 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1135307.750000 Penalty: 3198.904053
	Iteration 7Q: 3 clusters Score -1135308 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1135399.625000 Penalty: 3198.904053
	Iteration 8Q: 3 clusters Score -1135400 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1135495.250000 Penalty: 3198.904053
	Iteration 9Q: 3 clusters Score -1135495 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1135598.125000 Penalty: 3198.904053
	Iteration 10Q: 3 clusters Score -1135598 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1135712.125000 Penalty: 3198.904053
	Iteration 11Q: 3 clusters Score -1135712 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1135852.500000 Penalty: 3198.904053
	Iteration 12Q: 3 clusters Score -1135852 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1136045.625000 Penalty: 3198.904053
	Iteration 13Q: 3 clusters Score -1136046 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1136279.125000 Penalty: 3198.904053
	Iteration 14Q: 3 clusters Score -1136279 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1136547.625000 Penalty: 3198.904053
	Iteration 15Q: 3 clusters Score -1136548 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1136849.250000 Penalty: 3198.904053
	Iteration 16Q: 3 clusters Score -1136849 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1137189.500000 Penalty: 3198.904053
	Iteration 17Q: 3 clusters Score -1137190 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1137582.125000 Penalty: 3198.904053
	Iteration 18Q: 3 clusters Score -1137582 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1137996.125000 Penalty: 3198.904053
	Iteration 19Q: 3 clusters Score -1137996 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1138322.125000 Penalty: 3198.904053
	Iteration 20F: 3 clusters Score -1138322 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1138529.375000 Penalty: 3198.904053
	Iteration 21Q: 3 clusters Score -1138529 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1138668.375000 Penalty: 3198.904053
	Iteration 22Q: 3 clusters Score -1138668 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1138765.375000 Penalty: 3198.904053
	Iteration 23Q: 3 clusters Score -1138765 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1138845.875000 Penalty: 3198.904053
	Iteration 24Q: 3 clusters Score -1138846 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1138938.125000 Penalty: 3198.904053
	Iteration 25Q: 3 clusters Score -1138938 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1139064.000000 Penalty: 3198.904053
	Iteration 26Q: 3 clusters Score -1139064 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1139217.000000 Penalty: 3198.904053
	Iteration 27Q: 3 clusters Score -1139217 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1139400.875000 Penalty: 3198.904053
	Iteration 28Q: 3 clusters Score -1139401 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1139647.000000 Penalty: 3198.904053
	Iteration 29Q: 3 clusters Score -1139647 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1139926.375000 Penalty: 3198.904053
	Iteration 30Q: 3 clusters Score -1139926 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1140197.500000 Penalty: 3198.904053
	Iteration 31Q: 3 clusters Score -1140198 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1140413.000000 Penalty: 3198.904053
	Iteration 32Q: 3 clusters Score -1140413 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1140604.625000 Penalty: 3198.904053
	Iteration 33Q: 3 clusters Score -1140605 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1140768.250000 Penalty: 3198.904053
	Iteration 34Q: 3 clusters Score -1140768 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1140915.125000 Penalty: 3198.904053
	Iteration 35Q: 3 clusters Score -1140915 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1141000.500000 Penalty: 3198.904053
	Iteration 36Q: 3 clusters Score -1141000 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1141066.125000 Penalty: 3198.904053
	Iteration 37Q: 3 clusters Score -1141066 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1141113.750000 Penalty: 3198.904053
	Iteration 38Q: 3 clusters Score -1141114 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1141148.250000 Penalty: 3198.904053
	Iteration 39Q: 3 clusters Score -1141148 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1141178.625000 Penalty: 3198.904053
	Iteration 40F: 3 clusters Score -1141179 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1141208.125000 Penalty: 3198.904053
	Iteration 41Q: 3 clusters Score -1141208 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1141235.000000 Penalty: 3198.904053
	Iteration 42Q: 3 clusters Score -1141235 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1141252.375000 Penalty: 3198.904053
	Iteration 43Q: 3 clusters Score -1141252 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1141272.500000 Penalty: 3198.904053
	Iteration 44Q: 3 clusters Score -1141272 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1141285.250000 Penalty: 3198.904053
	Iteration 45Q: 3 clusters Score -1141285 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1141298.500000 Penalty: 3198.904053
	Iteration 46Q: 3 clusters Score -1141298 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1141310.750000 Penalty: 3198.904053
	Iteration 47Q: 3 clusters Score -1141311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1141320.125000 Penalty: 3198.904053
	Iteration 48Q: 3 clusters Score -1141320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1141326.875000 Penalty: 3198.904053
	Iteration 49Q: 3 clusters Score -1141327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1141334.375000 Penalty: 3198.904053
	Iteration 50Q: 3 clusters Score -1141334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1141347.125000 Penalty: 3198.904053
	Iteration 51Q: 3 clusters Score -1141347 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1141350.125000 Penalty: 3198.904053
	Iteration 52Q: 3 clusters Score -1141350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1141357.375000 Penalty: 3198.904053
	Iteration 53Q: 3 clusters Score -1141357 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1141364.625000 Penalty: 3198.904053
	Iteration 54Q: 3 clusters Score -1141365 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1141371.500000 Penalty: 3198.904053
	Iteration 55Q: 3 clusters Score -1141372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1141377.625000 Penalty: 3198.904053
	Iteration 56Q: 3 clusters Score -1141378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1141383.750000 Penalty: 3198.904053
	Iteration 57Q: 3 clusters Score -1141384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1141387.625000 Penalty: 3198.904053
	Iteration 58Q: 3 clusters Score -1141388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1141392.500000 Penalty: 3198.904053
	Iteration 59Q: 3 clusters Score -1141392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1141397.125000 Penalty: 3198.904053
	Iteration 60F: 3 clusters Score -1141397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1141399.000000 Penalty: 3198.904053
	Iteration 61Q: 3 clusters Score -1141399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1141400.375000 Penalty: 3198.904053
	Iteration 62Q: 3 clusters Score -1141400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1141401.500000 Penalty: 3198.904053
	Iteration 63Q: 3 clusters Score -1141402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1141407.750000 Penalty: 3198.904053
	Iteration 64Q: 3 clusters Score -1141408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1141409.125000 Penalty: 3198.904053
	Iteration 65Q: 3 clusters Score -1141409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1141408.375000 Penalty: 3198.904053
	Iteration 66Q: 3 clusters Score -1141408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1141410.375000 Penalty: 3198.904053
	Iteration 67Q: 3 clusters Score -1141410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1141411.250000 Penalty: 3198.904053
	Iteration 68Q: 3 clusters Score -1141411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1141416.375000 Penalty: 3198.904053
	Iteration 69Q: 3 clusters Score -1141416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1141416.375000 Penalty: 3198.904053
	Iteration 70Q: 3 clusters Score -1141416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1141418.750000 Penalty: 3198.904053
	Iteration 71Q: 3 clusters Score -1141419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1141419.250000 Penalty: 3198.904053
	Iteration 72Q: 3 clusters Score -1141419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1141418.750000 Penalty: 3198.904053
	Iteration 73Q: 3 clusters Score -1141419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1141419.500000 Penalty: 3198.904053
	Iteration 74Q: 3 clusters Score -1141420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1141420.750000 Penalty: 3198.904053
	Iteration 75Q: 3 clusters Score -1141421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1141418.625000 Penalty: 3198.904053
	Iteration 76Q: 3 clusters Score -1141419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1141420.500000 Penalty: 3198.904053
	Iteration 77Q: 3 clusters Score -1141420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1141419.625000 Penalty: 3198.904053
	Iteration 78Q: 3 clusters Score -1141420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1141419.000000 Penalty: 3198.904053
	Iteration 79Q: 3 clusters Score -1141419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1141419.750000 Penalty: 3198.904053
	Iteration 80F: 3 clusters Score -1141420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1141422.000000 Penalty: 3198.904053
	Iteration 81Q: 3 clusters Score -1141422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1141421.750000 Penalty: 3198.904053
	Iteration 82Q: 3 clusters Score -1141422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1141422.250000 Penalty: 3198.904053
	Iteration 83Q: 3 clusters Score -1141422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1141423.250000 Penalty: 3198.904053
	Iteration 84Q: 3 clusters Score -1141423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1141425.125000 Penalty: 3198.904053
	Iteration 85Q: 3 clusters Score -1141425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1141422.875000 Penalty: 3198.904053
	Iteration 86Q: 3 clusters Score -1141423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1141425.500000 Penalty: 3198.904053
	Iteration 87Q: 3 clusters Score -1141426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1141424.000000 Penalty: 3198.904053
	Iteration 88Q: 3 clusters Score -1141424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1141424.000000 Penalty: 3198.904053
	Iteration 89F: 3 clusters Score -1141424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Entering Unmasked Estep 
Score: -259024.203125 Penalty: 1369.217651
	Iteration 0F: 2 clusters Score -259024.2 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 2267 members 
Entering Unmasked Estep 
Score: -255329.687500 Penalty: 2738.435303
	Iteration 0F: 3 clusters Score -255329.7 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -256394.265625 Penalty: 2738.435303
	Iteration 1F: 3 clusters Score -256394.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -256599.375000 Penalty: 2738.435303
	Iteration 2F: 3 clusters Score -256599.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -256749.578125 Penalty: 2738.435303
	Iteration 3F: 3 clusters Score -256749.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -256887.281250 Penalty: 2738.435303
	Iteration 4Q: 3 clusters Score -256887.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -257042.359375 Penalty: 2738.435303
	Iteration 5Q: 3 clusters Score -257042.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -257290.234375 Penalty: 2738.435303
	Iteration 6F: 3 clusters Score -257290.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -257579.187500 Penalty: 2738.435303
	Iteration 7F: 3 clusters Score -257579.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -257922.500000 Penalty: 2738.435303
	Iteration 8F: 3 clusters Score -257922.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -258173.375000 Penalty: 2738.435303
	Iteration 9F: 3 clusters Score -258173.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -258303.250000 Penalty: 2738.435303
	Iteration 10Q: 3 clusters Score -258303.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -258407.218750 Penalty: 2738.435303
	Iteration 11Q: 3 clusters Score -258407.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -258524.859375 Penalty: 2738.435303
	Iteration 12Q: 3 clusters Score -258524.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -258630.906250 Penalty: 2738.435303
	Iteration 13Q: 3 clusters Score -258630.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -258678.718750 Penalty: 2738.435303
	Iteration 14Q: 3 clusters Score -258678.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -258707.328125 Penalty: 2738.435303
	Iteration 15Q: 3 clusters Score -258707.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -258715.953125 Penalty: 2738.435303
	Iteration 16Q: 3 clusters Score -258716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -258719.046875 Penalty: 2738.435303
	Iteration 17Q: 3 clusters Score -258719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -258722.890625 Penalty: 2738.435303
	Iteration 18Q: 3 clusters Score -258722.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -258726.531250 Penalty: 2738.435303
	Iteration 19Q: 3 clusters Score -258726.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -258727.921875 Penalty: 2738.435303
	Iteration 20F: 3 clusters Score -258727.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -258729.671875 Penalty: 2738.435303
	Iteration 21Q: 3 clusters Score -258729.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -258730.718750 Penalty: 2738.435303
	Iteration 22Q: 3 clusters Score -258730.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -258731.109375 Penalty: 2738.435303
	Iteration 23Q: 3 clusters Score -258731.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -258731.109375 Penalty: 2738.435303
	Iteration 24F: 3 clusters Score -258731.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Entering Unmasked Estep 
Score: -629637.000000 Penalty: 1491.998413
	Iteration 0F: 2 clusters Score -629637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -622641.500000 Penalty: 2983.996826
	Iteration 0F: 3 clusters Score -622641.5 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -624820.187500 Penalty: 2983.996826
	Iteration 1F: 3 clusters Score -624820.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -625007.562500 Penalty: 2983.996826
	Iteration 2F: 3 clusters Score -625007.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -625149.375000 Penalty: 2983.996826
	Iteration 3Q: 3 clusters Score -625149.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -625275.750000 Penalty: 2983.996826
	Iteration 4Q: 3 clusters Score -625275.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -625404.125000 Penalty: 2983.996826
	Iteration 5Q: 3 clusters Score -625404.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -625555.937500 Penalty: 2983.996826
	Iteration 6Q: 3 clusters Score -625555.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -625732.375000 Penalty: 2983.996826
	Iteration 7Q: 3 clusters Score -625732.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -625894.750000 Penalty: 2983.996826
	Iteration 8Q: 3 clusters Score -625894.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -626095.750000 Penalty: 2983.996826
	Iteration 9Q: 3 clusters Score -626095.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -626322.187500 Penalty: 2983.996826
	Iteration 10Q: 3 clusters Score -626322.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -626612.312500 Penalty: 2983.996826
	Iteration 11Q: 3 clusters Score -626612.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -626894.812500 Penalty: 2983.996826
	Iteration 12Q: 3 clusters Score -626894.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -627148.625000 Penalty: 2983.996826
	Iteration 13Q: 3 clusters Score -627148.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -627361.750000 Penalty: 2983.996826
	Iteration 14Q: 3 clusters Score -627361.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -627530.687500 Penalty: 2983.996826
	Iteration 15Q: 3 clusters Score -627530.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -627678.687500 Penalty: 2983.996826
	Iteration 16Q: 3 clusters Score -627678.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -627796.062500 Penalty: 2983.996826
	Iteration 17Q: 3 clusters Score -627796.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -627901.562500 Penalty: 2983.996826
	Iteration 18Q: 3 clusters Score -627901.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -627983.625000 Penalty: 2983.996826
	Iteration 19Q: 3 clusters Score -627983.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -628049.625000 Penalty: 2983.996826
	Iteration 20F: 3 clusters Score -628049.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -628091.812500 Penalty: 2983.996826
	Iteration 21Q: 3 clusters Score -628091.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -628122.125000 Penalty: 2983.996826
	Iteration 22Q: 3 clusters Score -628122.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -628152.625000 Penalty: 2983.996826
	Iteration 23Q: 3 clusters Score -628152.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -628177.437500 Penalty: 2983.996826
	Iteration 24Q: 3 clusters Score -628177.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -628200.437500 Penalty: 2983.996826
	Iteration 25Q: 3 clusters Score -628200.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -628216.812500 Penalty: 2983.996826
	Iteration 26Q: 3 clusters Score -628216.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -628224.812500 Penalty: 2983.996826
	Iteration 27Q: 3 clusters Score -628224.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -628233.062500 Penalty: 2983.996826
	Iteration 28Q: 3 clusters Score -628233.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -628237.250000 Penalty: 2983.996826
	Iteration 29Q: 3 clusters Score -628237.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -628239.250000 Penalty: 2983.996826
	Iteration 30Q: 3 clusters Score -628239.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -628245.125000 Penalty: 2983.996826
	Iteration 31Q: 3 clusters Score -628245.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -628248.625000 Penalty: 2983.996826
	Iteration 32Q: 3 clusters Score -628248.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -628252.250000 Penalty: 2983.996826
	Iteration 33Q: 3 clusters Score -628252.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -628255.125000 Penalty: 2983.996826
	Iteration 34Q: 3 clusters Score -628255.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -628257.687500 Penalty: 2983.996826
	Iteration 35Q: 3 clusters Score -628257.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -628263.625000 Penalty: 2983.996826
	Iteration 36Q: 3 clusters Score -628263.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -628269.437500 Penalty: 2983.996826
	Iteration 37Q: 3 clusters Score -628269.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -628275.312500 Penalty: 2983.996826
	Iteration 38Q: 3 clusters Score -628275.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -628279.875000 Penalty: 2983.996826
	Iteration 39Q: 3 clusters Score -628279.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -628286.312500 Penalty: 2983.996826
	Iteration 40F: 3 clusters Score -628286.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -628292.062500 Penalty: 2983.996826
	Iteration 41Q: 3 clusters Score -628292.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -628300.812500 Penalty: 2983.996826
	Iteration 42Q: 3 clusters Score -628300.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -628310.500000 Penalty: 2983.996826
	Iteration 43Q: 3 clusters Score -628310.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -628321.437500 Penalty: 2983.996826
	Iteration 44Q: 3 clusters Score -628321.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -628328.687500 Penalty: 2983.996826
	Iteration 45Q: 3 clusters Score -628328.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -628337.437500 Penalty: 2983.996826
	Iteration 46Q: 3 clusters Score -628337.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -628342.687500 Penalty: 2983.996826
	Iteration 47Q: 3 clusters Score -628342.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -628352.875000 Penalty: 2983.996826
	Iteration 48Q: 3 clusters Score -628352.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -628359.062500 Penalty: 2983.996826
	Iteration 49Q: 3 clusters Score -628359.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -628366.500000 Penalty: 2983.996826
	Iteration 50Q: 3 clusters Score -628366.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -628376.750000 Penalty: 2983.996826
	Iteration 51Q: 3 clusters Score -628376.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -628386.000000 Penalty: 2983.996826
	Iteration 52Q: 3 clusters Score -628386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -628395.000000 Penalty: 2983.996826
	Iteration 53Q: 3 clusters Score -628395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -628402.812500 Penalty: 2983.996826
	Iteration 54Q: 3 clusters Score -628402.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -628409.687500 Penalty: 2983.996826
	Iteration 55Q: 3 clusters Score -628409.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -628414.187500 Penalty: 2983.996826
	Iteration 56Q: 3 clusters Score -628414.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -628417.250000 Penalty: 2983.996826
	Iteration 57Q: 3 clusters Score -628417.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -628422.812500 Penalty: 2983.996826
	Iteration 58Q: 3 clusters Score -628422.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -628424.312500 Penalty: 2983.996826
	Iteration 59Q: 3 clusters Score -628424.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -628424.625000 Penalty: 2983.996826
	Iteration 60F: 3 clusters Score -628424.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -628425.187500 Penalty: 2983.996826
	Iteration 61Q: 3 clusters Score -628425.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -628424.812500 Penalty: 2983.996826
	Iteration 62Q: 3 clusters Score -628424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -628424.812500 Penalty: 2983.996826
	Iteration 63F: 3 clusters Score -628424.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -80146.679688 Penalty: 1164.392700
	Iteration 0F: 2 clusters Score -80146.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -78521.648438 Penalty: 2328.785400
	Iteration 0F: 3 clusters Score -78521.65 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -78802.289062 Penalty: 2328.785400
	Iteration 1F: 3 clusters Score -78802.29 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -78866.289062 Penalty: 2328.785400
	Iteration 2F: 3 clusters Score -78866.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -78898.390625 Penalty: 2328.785400
	Iteration 3Q: 3 clusters Score -78898.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -78912.273438 Penalty: 2328.785400
	Iteration 4Q: 3 clusters Score -78912.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -78921.015625 Penalty: 2328.785400
	Iteration 5Q: 3 clusters Score -78921.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -78926.492188 Penalty: 2328.785400
	Iteration 6Q: 3 clusters Score -78926.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -78934.335938 Penalty: 2328.785400
	Iteration 7Q: 3 clusters Score -78934.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -78942.914062 Penalty: 2328.785400
	Iteration 8Q: 3 clusters Score -78942.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -78950.679688 Penalty: 2328.785400
	Iteration 9Q: 3 clusters Score -78950.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -78960.085938 Penalty: 2328.785400
	Iteration 10Q: 3 clusters Score -78960.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -78968.640625 Penalty: 2328.785400
	Iteration 11Q: 3 clusters Score -78968.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -78973.992188 Penalty: 2328.785400
	Iteration 12Q: 3 clusters Score -78973.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -78977.039062 Penalty: 2328.785400
	Iteration 13Q: 3 clusters Score -78977.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -78980.476562 Penalty: 2328.785400
	Iteration 14Q: 3 clusters Score -78980.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -78982.992188 Penalty: 2328.785400
	Iteration 15Q: 3 clusters Score -78982.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -78985.125000 Penalty: 2328.785400
	Iteration 16Q: 3 clusters Score -78985.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -78986.718750 Penalty: 2328.785400
	Iteration 17Q: 3 clusters Score -78986.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -78989.492188 Penalty: 2328.785400
	Iteration 18Q: 3 clusters Score -78989.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -78991.945312 Penalty: 2328.785400
	Iteration 19Q: 3 clusters Score -78991.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -78993.390625 Penalty: 2328.785400
	Iteration 20F: 3 clusters Score -78993.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -78994.984375 Penalty: 2328.785400
	Iteration 21Q: 3 clusters Score -78994.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -78995.640625 Penalty: 2328.785400
	Iteration 22Q: 3 clusters Score -78995.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -78997.046875 Penalty: 2328.785400
	Iteration 23Q: 3 clusters Score -78997.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -78998.054688 Penalty: 2328.785400
	Iteration 24Q: 3 clusters Score -78998.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -78998.359375 Penalty: 2328.785400
	Iteration 25Q: 3 clusters Score -78998.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -78998.359375 Penalty: 2328.785400
	Iteration 26F: 3 clusters Score -78998.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Entering Unmasked Estep 
Score: -1153423.000000 Penalty: 1592.150513
	Iteration 0F: 2 clusters Score -1153423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1140987.375000 Penalty: 3184.301025
	Iteration 0F: 3 clusters Score -1140987 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1145286.500000 Penalty: 3184.301025
	Iteration 1F: 3 clusters Score -1145286 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1145543.375000 Penalty: 3184.301025
	Iteration 2Q: 3 clusters Score -1145543 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1145773.750000 Penalty: 3184.301025
	Iteration 3Q: 3 clusters Score -1145774 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1145955.125000 Penalty: 3184.301025
	Iteration 4Q: 3 clusters Score -1145955 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1146126.000000 Penalty: 3184.301025
	Iteration 5Q: 3 clusters Score -1146126 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1146282.625000 Penalty: 3184.301025
	Iteration 6Q: 3 clusters Score -1146283 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1146425.125000 Penalty: 3184.301025
	Iteration 7Q: 3 clusters Score -1146425 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1146554.875000 Penalty: 3184.301025
	Iteration 8Q: 3 clusters Score -1146555 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1146672.875000 Penalty: 3184.301025
	Iteration 9Q: 3 clusters Score -1146673 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1146810.000000 Penalty: 3184.301025
	Iteration 10Q: 3 clusters Score -1146810 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1146948.625000 Penalty: 3184.301025
	Iteration 11Q: 3 clusters Score -1146949 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1147109.750000 Penalty: 3184.301025
	Iteration 12Q: 3 clusters Score -1147110 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1147331.625000 Penalty: 3184.301025
	Iteration 13Q: 3 clusters Score -1147332 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1147609.750000 Penalty: 3184.301025
	Iteration 14Q: 3 clusters Score -1147610 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1147977.875000 Penalty: 3184.301025
	Iteration 15Q: 3 clusters Score -1147978 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1148374.250000 Penalty: 3184.301025
	Iteration 16Q: 3 clusters Score -1148374 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1148683.375000 Penalty: 3184.301025
	Iteration 17Q: 3 clusters Score -1148683 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1148895.750000 Penalty: 3184.301025
	Iteration 18Q: 3 clusters Score -1148896 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1149010.750000 Penalty: 3184.301025
	Iteration 19Q: 3 clusters Score -1149011 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1149066.875000 Penalty: 3184.301025
	Iteration 20F: 3 clusters Score -1149067 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1149105.750000 Penalty: 3184.301025
	Iteration 21Q: 3 clusters Score -1149106 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1149149.875000 Penalty: 3184.301025
	Iteration 22Q: 3 clusters Score -1149150 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1149188.375000 Penalty: 3184.301025
	Iteration 23Q: 3 clusters Score -1149188 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1149222.250000 Penalty: 3184.301025
	Iteration 24Q: 3 clusters Score -1149222 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1149257.625000 Penalty: 3184.301025
	Iteration 25Q: 3 clusters Score -1149258 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1149307.750000 Penalty: 3184.301025
	Iteration 26Q: 3 clusters Score -1149308 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1149364.750000 Penalty: 3184.301025
	Iteration 27Q: 3 clusters Score -1149365 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1149430 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1149595 nChanged 275
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Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1149793 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1149911 nChanged 315
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1150030 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1150158 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1150268 nChanged 266
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1150351 nChanged 227
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Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1150487 nChanged 215
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Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1150561 nChanged 217
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Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1150720 nChanged 241
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Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1150794 nChanged 233
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Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1150875 nChanged 197
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Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1150934 nChanged 166
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Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1150974 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1151014 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1151051 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1151075 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1151101 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1151124.625000 Penalty: 3184.301025
	Iteration 51Q: 3 clusters Score -1151125 nChanged 89
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Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1151141.500000 Penalty: 3184.301025
	Iteration 52Q: 3 clusters Score -1151142 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1151159.250000 Penalty: 3184.301025
	Iteration 53Q: 3 clusters Score -1151159 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1151170 nChanged 80
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Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1151186 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1151195 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1151208 nChanged 81
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Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1151224 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1151240 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1151248 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1151251 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1151260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1151261 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1151270 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1151281 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1151284.000000 Penalty: 3184.301025
	Iteration 66Q: 3 clusters Score -1151284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1151288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1151294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1151303.125000 Penalty: 3184.301025
	Iteration 69Q: 3 clusters Score -1151303 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1151309.125000 Penalty: 3184.301025
	Iteration 70Q: 3 clusters Score -1151309 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1151316.875000 Penalty: 3184.301025
	Iteration 71Q: 3 clusters Score -1151317 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1151327.500000 Penalty: 3184.301025
	Iteration 72Q: 3 clusters Score -1151328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1151329.250000 Penalty: 3184.301025
	Iteration 73Q: 3 clusters Score -1151329 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1151338.250000 Penalty: 3184.301025
	Iteration 74Q: 3 clusters Score -1151338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1151342.375000 Penalty: 3184.301025
	Iteration 75Q: 3 clusters Score -1151342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1151345.750000 Penalty: 3184.301025
	Iteration 76Q: 3 clusters Score -1151346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1151350.125000 Penalty: 3184.301025
	Iteration 77Q: 3 clusters Score -1151350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
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Entering Unmasked Estep 
Score: -1151354.875000 Penalty: 3184.301025
	Iteration 78Q: 3 clusters Score -1151355 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1151363.000000 Penalty: 3184.301025
	Iteration 79Q: 3 clusters Score -1151363 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1151374 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1151382 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1151386 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1151389 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1151400 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1151408 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1151412.250000 Penalty: 3184.301025
	Iteration 86Q: 3 clusters Score -1151412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1151415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1151416 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1151417.750000 Penalty: 3184.301025
	Iteration 89Q: 3 clusters Score -1151418 nChanged 29
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Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1151420.250000 Penalty: 3184.301025
	Iteration 90Q: 3 clusters Score -1151420 nChanged 32
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Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1151427.000000 Penalty: 3184.301025
	Iteration 91Q: 3 clusters Score -1151427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1151431.250000 Penalty: 3184.301025
	Iteration 92Q: 3 clusters Score -1151431 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1151434.875000 Penalty: 3184.301025
	Iteration 93Q: 3 clusters Score -1151435 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1151442.000000 Penalty: 3184.301025
	Iteration 94Q: 3 clusters Score -1151442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1151445.375000 Penalty: 3184.301025
	Iteration 95Q: 3 clusters Score -1151445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1151457.375000 Penalty: 3184.301025
	Iteration 96Q: 3 clusters Score -1151457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1151456.625000 Penalty: 3184.301025
	Iteration 97Q: 3 clusters Score -1151457 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1151459 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1151459.750000 Penalty: 3184.301025
	Iteration 99Q: 3 clusters Score -1151460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1151467.250000 Penalty: 3184.301025
	Iteration 100F: 3 clusters Score -1151467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1151474.750000 Penalty: 3184.301025
	Iteration 101Q: 3 clusters Score -1151475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1151479.125000 Penalty: 3184.301025
	Iteration 102Q: 3 clusters Score -1151479 nChanged 34
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Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1151482.625000 Penalty: 3184.301025
	Iteration 103Q: 3 clusters Score -1151483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1151487.625000 Penalty: 3184.301025
	Iteration 104Q: 3 clusters Score -1151488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1151494.625000 Penalty: 3184.301025
	Iteration 105Q: 3 clusters Score -1151495 nChanged 45
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Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1151501.125000 Penalty: 3184.301025
	Iteration 106Q: 3 clusters Score -1151501 nChanged 46
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Mstep: Class 1 contains 14020 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1151509 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1151515 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1151526.000000 Penalty: 3184.301025
	Iteration 109Q: 3 clusters Score -1151526 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1151528.375000 Penalty: 3184.301025
	Iteration 110Q: 3 clusters Score -1151528 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1151544.625000 Penalty: 3184.301025
	Iteration 111Q: 3 clusters Score -1151545 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1151552.750000 Penalty: 3184.301025
	Iteration 112Q: 3 clusters Score -1151553 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1151565.000000 Penalty: 3184.301025
	Iteration 113Q: 3 clusters Score -1151565 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1151586 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1151604.000000 Penalty: 3184.301025
	Iteration 115Q: 3 clusters Score -1151604 nChanged 102
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Mstep: Class 1 contains 14607 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1151629 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1151654.500000 Penalty: 3184.301025
	Iteration 117Q: 3 clusters Score -1151654 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1151669.875000 Penalty: 3184.301025
	Iteration 118Q: 3 clusters Score -1151670 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1151688.875000 Penalty: 3184.301025
	Iteration 119Q: 3 clusters Score -1151689 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1151709.625000 Penalty: 3184.301025
	Iteration 120F: 3 clusters Score -1151710 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1151720.750000 Penalty: 3184.301025
	Iteration 121Q: 3 clusters Score -1151721 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1151738.875000 Penalty: 3184.301025
	Iteration 122Q: 3 clusters Score -1151739 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1151753.875000 Penalty: 3184.301025
	Iteration 123Q: 3 clusters Score -1151754 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1151761.250000 Penalty: 3184.301025
	Iteration 124Q: 3 clusters Score -1151761 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1151768.125000 Penalty: 3184.301025
	Iteration 125Q: 3 clusters Score -1151768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1151779.250000 Penalty: 3184.301025
	Iteration 126Q: 3 clusters Score -1151779 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1151784.375000 Penalty: 3184.301025
	Iteration 127Q: 3 clusters Score -1151784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1151788.625000 Penalty: 3184.301025
	Iteration 128Q: 3 clusters Score -1151789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1151793.625000 Penalty: 3184.301025
	Iteration 129Q: 3 clusters Score -1151794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1151798.250000 Penalty: 3184.301025
	Iteration 130Q: 3 clusters Score -1151798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1151803.250000 Penalty: 3184.301025
	Iteration 131Q: 3 clusters Score -1151803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1151808.125000 Penalty: 3184.301025
	Iteration 132Q: 3 clusters Score -1151808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1151810.375000 Penalty: 3184.301025
	Iteration 133Q: 3 clusters Score -1151810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1151810.000000 Penalty: 3184.301025
	Iteration 134Q: 3 clusters Score -1151810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1151815.375000 Penalty: 3184.301025
	Iteration 135Q: 3 clusters Score -1151815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1151816.625000 Penalty: 3184.301025
	Iteration 136Q: 3 clusters Score -1151817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1151821.000000 Penalty: 3184.301025
	Iteration 137Q: 3 clusters Score -1151821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1151823.125000 Penalty: 3184.301025
	Iteration 138Q: 3 clusters Score -1151823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1151823.375000 Penalty: 3184.301025
	Iteration 139Q: 3 clusters Score -1151823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1151823.625000 Penalty: 3184.301025
	Iteration 140F: 3 clusters Score -1151824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1151828.250000 Penalty: 3184.301025
	Iteration 141Q: 3 clusters Score -1151828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1151829.375000 Penalty: 3184.301025
	Iteration 142Q: 3 clusters Score -1151829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1151832.500000 Penalty: 3184.301025
	Iteration 143Q: 3 clusters Score -1151832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1151833.375000 Penalty: 3184.301025
	Iteration 144Q: 3 clusters Score -1151833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1151834.375000 Penalty: 3184.301025
	Iteration 145Q: 3 clusters Score -1151834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1151836.500000 Penalty: 3184.301025
	Iteration 146Q: 3 clusters Score -1151836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1151837.375000 Penalty: 3184.301025
	Iteration 147Q: 3 clusters Score -1151837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1151840.250000 Penalty: 3184.301025
	Iteration 148Q: 3 clusters Score -1151840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1151840.000000 Penalty: 3184.301025
	Iteration 149Q: 3 clusters Score -1151840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1151842.500000 Penalty: 3184.301025
	Iteration 150Q: 3 clusters Score -1151842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1151842.750000 Penalty: 3184.301025
	Iteration 151Q: 3 clusters Score -1151843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1151845.250000 Penalty: 3184.301025
	Iteration 152Q: 3 clusters Score -1151845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1151843.000000 Penalty: 3184.301025
	Iteration 153Q: 3 clusters Score -1151843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1151847.750000 Penalty: 3184.301025
	Iteration 154Q: 3 clusters Score -1151848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1151846.625000 Penalty: 3184.301025
	Iteration 155Q: 3 clusters Score -1151847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1151846.750000 Penalty: 3184.301025
	Iteration 156Q: 3 clusters Score -1151847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1151846.500000 Penalty: 3184.301025
	Iteration 157Q: 3 clusters Score -1151846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1151846.500000 Penalty: 3184.301025
	Iteration 158F: 3 clusters Score -1151846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 18090 members 
Mstep: Class 4 contains 58717 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 318526 members 
Mstep: Class 8 contains 21155 members 
Mstep: Class 10 contains 7543 members 
Mstep: Class 12 contains 60403 members 
Mstep: Class 14 contains 142819 members 
Mstep: Class 15 contains 18822 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 19 contains 9716 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 17995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41790132.000000 Penalty: 32744.896484
Iteration 119Q: 16 clusters Score -4.179013e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 18047 members 
Mstep: Class 4 contains 58651 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 318923 members 
Mstep: Class 8 contains 21132 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 12 contains 60288 members 
Mstep: Class 14 contains 142678 members 
Mstep: Class 15 contains 18816 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 19 contains 9740 members 
Mstep: Class 20 contains 1289 members 
Mstep: Class 21 contains 17974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41790100.000000 Penalty: 32744.896484
Iteration 120F: 16 clusters Score -4.17901e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 18013 members 
Mstep: Class 4 contains 58589 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 319272 members 
Mstep: Class 8 contains 21114 members 
Mstep: Class 10 contains 7547 members 
Mstep: Class 12 contains 60168 members 
Mstep: Class 14 contains 142576 members 
Mstep: Class 15 contains 18819 members 
Mstep: Class 17 contains 4560 members 
Mstep: Class 19 contains 9760 members 
Mstep: Class 20 contains 1277 members 
Mstep: Class 21 contains 17950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2177.159180 but Gain 2182.994141
Score: -41790148.000000 Penalty: 30561.902344
Iteration 121Q: 15 clusters Score -4.179015e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 17973 members 
Mstep: Class 4 contains 58592 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 320466 members 
Mstep: Class 8 contains 21096 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 12 contains 60085 members 
Mstep: Class 14 contains 142680 members 
Mstep: Class 15 contains 18882 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 19 contains 9787 members 
Mstep: Class 21 contains 17919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791728.000000 Penalty: 30561.902344
Iteration 122Q: 15 clusters Score -4.179173e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 17947 members 
Mstep: Class 4 contains 58459 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 321073 members 
Mstep: Class 8 contains 21084 members 
Mstep: Class 10 contains 7570 members 
Mstep: Class 12 contains 59921 members 
Mstep: Class 14 contains 142387 members 
Mstep: Class 15 contains 18862 members 
Mstep: Class 17 contains 4598 members 
Mstep: Class 19 contains 9838 members 
Mstep: Class 21 contains 17905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791688.000000 Penalty: 30561.902344
Iteration 123Q: 15 clusters Score -4.179169e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 17920 members 
Mstep: Class 4 contains 58329 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 321686 members 
Mstep: Class 8 contains 21069 members 
Mstep: Class 10 contains 7578 members 
Mstep: Class 12 contains 59759 members 
Mstep: Class 14 contains 142079 members 
Mstep: Class 15 contains 18854 members 
Mstep: Class 17 contains 4596 members 
Mstep: Class 19 contains 9890 members 
Mstep: Class 21 contains 17883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791820.000000 Penalty: 30561.902344
Iteration 124Q: 15 clusters Score -4.179182e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 17886 members 
Mstep: Class 4 contains 58205 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 322238 members 
Mstep: Class 8 contains 21048 members 
Mstep: Class 10 contains 7582 members 
Mstep: Class 12 contains 59610 members 
Mstep: Class 14 contains 141806 members 
Mstep: Class 15 contains 18870 members 
Mstep: Class 17 contains 4592 members 
Mstep: Class 19 contains 9950 members 
Mstep: Class 21 contains 17856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791768.000000 Penalty: 30561.902344
Iteration 125Q: 15 clusters Score -4.179177e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 17857 members 
Mstep: Class 4 contains 58077 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 322779 members 
Mstep: Class 8 contains 21028 members 
Mstep: Class 10 contains 7596 members 
Mstep: Class 12 contains 59467 members 
Mstep: Class 14 contains 141542 members 
Mstep: Class 15 contains 18871 members 
Mstep: Class 17 contains 4589 members 
Mstep: Class 19 contains 9999 members 
Mstep: Class 21 contains 17839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791772.000000 Penalty: 30561.902344
Iteration 126Q: 15 clusters Score -4.179177e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 17838 members 
Mstep: Class 4 contains 57972 members 
Mstep: Class 5 contains 1164 members 
Mstep: Class 6 contains 323248 members 
Mstep: Class 8 contains 21013 members 
Mstep: Class 10 contains 7609 members 
Mstep: Class 12 contains 59343 members 
Mstep: Class 14 contains 141295 members 
Mstep: Class 15 contains 18874 members 
Mstep: Class 17 contains 4587 members 
Mstep: Class 19 contains 10055 members 
Mstep: Class 21 contains 17812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791752.000000 Penalty: 30561.902344
Iteration 127Q: 15 clusters Score -4.179175e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 17814 members 
Mstep: Class 4 contains 57873 members 
Mstep: Class 5 contains 1164 members 
Mstep: Class 6 contains 323688 members 
Mstep: Class 8 contains 20989 members 
Mstep: Class 10 contains 7616 members 
Mstep: Class 12 contains 59228 members 
Mstep: Class 14 contains 141089 members 
Mstep: Class 15 contains 18884 members 
Mstep: Class 17 contains 4584 members 
Mstep: Class 19 contains 10096 members 
Mstep: Class 21 contains 17785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791744.000000 Penalty: 30561.902344
Iteration 128Q: 15 clusters Score -4.179174e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 17782 members 
Mstep: Class 4 contains 57782 members 
Mstep: Class 5 contains 1164 members 
Mstep: Class 6 contains 324144 members 
Mstep: Class 8 contains 20967 members 
Mstep: Class 10 contains 7621 members 
Mstep: Class 12 contains 59093 members 
Mstep: Class 14 contains 140896 members 
Mstep: Class 15 contains 18882 members 
Mstep: Class 17 contains 4584 members 
Mstep: Class 19 contains 10131 members 
Mstep: Class 21 contains 17764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791744.000000 Penalty: 30561.902344
Iteration 129Q: 15 clusters Score -4.179174e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 17748 members 
Mstep: Class 4 contains 57688 members 
Mstep: Class 5 contains 1164 members 
Mstep: Class 6 contains 324594 members 
Mstep: Class 8 contains 20941 members 
Mstep: Class 10 contains 7625 members 
Mstep: Class 12 contains 58971 members 
Mstep: Class 14 contains 140718 members 
Mstep: Class 15 contains 18882 members 
Mstep: Class 17 contains 4583 members 
Mstep: Class 19 contains 10159 members 
Mstep: Class 21 contains 17736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791612.000000 Penalty: 30561.902344
Iteration 130Q: 15 clusters Score -4.179161e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 17714 members 
Mstep: Class 4 contains 57617 members 
Mstep: Class 5 contains 1164 members 
Mstep: Class 6 contains 324982 members 
Mstep: Class 8 contains 20914 members 
Mstep: Class 10 contains 7631 members 
Mstep: Class 12 contains 58882 members 
Mstep: Class 14 contains 140555 members 
Mstep: Class 15 contains 18880 members 
Mstep: Class 17 contains 4583 members 
Mstep: Class 19 contains 10189 members 
Mstep: Class 21 contains 17697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791624.000000 Penalty: 30561.902344
Iteration 131Q: 15 clusters Score -4.179162e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 17680 members 
Mstep: Class 4 contains 57550 members 
Mstep: Class 5 contains 1164 members 
Mstep: Class 6 contains 325350 members 
Mstep: Class 8 contains 20894 members 
Mstep: Class 10 contains 7633 members 
Mstep: Class 12 contains 58803 members 
Mstep: Class 14 contains 140396 members 
Mstep: Class 15 contains 18877 members 
Mstep: Class 17 contains 4582 members 
Mstep: Class 19 contains 10219 members 
Mstep: Class 21 contains 17660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791708.000000 Penalty: 30561.902344
Iteration 132Q: 15 clusters Score -4.179171e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 17650 members 
Mstep: Class 4 contains 57477 members 
Mstep: Class 5 contains 1164 members 
Mstep: Class 6 contains 325729 members 
Mstep: Class 8 contains 20871 members 
Mstep: Class 10 contains 7637 members 
Mstep: Class 12 contains 58706 members 
Mstep: Class 14 contains 140241 members 
Mstep: Class 15 contains 18871 members 
Mstep: Class 17 contains 4582 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 21 contains 17632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791716.000000 Penalty: 30561.902344
Iteration 133Q: 15 clusters Score -4.179172e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 690 members 
Mstep: Class 3 contains 17620 members 
Mstep: Class 4 contains 57417 members 
Mstep: Class 5 contains 1164 members 
Mstep: Class 6 contains 326082 members 
Mstep: Class 8 contains 20850 members 
Mstep: Class 10 contains 7640 members 
Mstep: Class 12 contains 58609 members 
Mstep: Class 14 contains 140094 members 
Mstep: Class 15 contains 18870 members 
Mstep: Class 17 contains 4582 members 
Mstep: Class 19 contains 10275 members 
Mstep: Class 21 contains 17605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791728.000000 Penalty: 30561.902344
Iteration 134Q: 15 clusters Score -4.179173e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17593 members 
Mstep: Class 4 contains 57362 members 
Mstep: Class 5 contains 1164 members 
Mstep: Class 6 contains 326434 members 
Mstep: Class 8 contains 20833 members 
Mstep: Class 10 contains 7647 members 
Mstep: Class 12 contains 58506 members 
Mstep: Class 14 contains 139941 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4581 members 
Mstep: Class 19 contains 10298 members 
Mstep: Class 21 contains 17579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791664.000000 Penalty: 30561.902344
Iteration 135Q: 15 clusters Score -4.179166e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17568 members 
Mstep: Class 4 contains 57317 members 
Mstep: Class 5 contains 1164 members 
Mstep: Class 6 contains 326774 members 
Mstep: Class 8 contains 20820 members 
Mstep: Class 10 contains 7657 members 
Mstep: Class 12 contains 58396 members 
Mstep: Class 14 contains 139796 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4581 members 
Mstep: Class 19 contains 10316 members 
Mstep: Class 21 contains 17551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791680.000000 Penalty: 30561.902344
Iteration 136Q: 15 clusters Score -4.179168e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17541 members 
Mstep: Class 4 contains 57281 members 
Mstep: Class 5 contains 1164 members 
Mstep: Class 6 contains 327068 members 
Mstep: Class 8 contains 20812 members 
Mstep: Class 10 contains 7662 members 
Mstep: Class 12 contains 58312 members 
Mstep: Class 14 contains 139665 members 
Mstep: Class 15 contains 18863 members 
Mstep: Class 17 contains 4580 members 
Mstep: Class 19 contains 10333 members 
Mstep: Class 21 contains 17526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791620.000000 Penalty: 30561.902344
Iteration 137Q: 15 clusters Score -4.179162e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17523 members 
Mstep: Class 4 contains 57231 members 
Mstep: Class 5 contains 1164 members 
Mstep: Class 6 contains 327354 members 
Mstep: Class 8 contains 20806 members 
Mstep: Class 10 contains 7664 members 
Mstep: Class 12 contains 58224 members 
Mstep: Class 14 contains 139544 members 
Mstep: Class 15 contains 18861 members 
Mstep: Class 17 contains 4580 members 
Mstep: Class 19 contains 10350 members 
Mstep: Class 21 contains 17506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791652.000000 Penalty: 30561.902344
Iteration 138Q: 15 clusters Score -4.179165e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17502 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 327625 members 
Mstep: Class 8 contains 20798 members 
Mstep: Class 10 contains 7665 members 
Mstep: Class 12 contains 58140 members 
Mstep: Class 14 contains 139431 members 
Mstep: Class 15 contains 18860 members 
Mstep: Class 17 contains 4578 members 
Mstep: Class 19 contains 10364 members 
Mstep: Class 21 contains 17485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791728.000000 Penalty: 30561.902344
Iteration 139Q: 15 clusters Score -4.179173e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17481 members 
Mstep: Class 4 contains 57157 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 327862 members 
Mstep: Class 8 contains 20783 members 
Mstep: Class 10 contains 7666 members 
Mstep: Class 12 contains 58086 members 
Mstep: Class 14 contains 139339 members 
Mstep: Class 15 contains 18856 members 
Mstep: Class 17 contains 4578 members 
Mstep: Class 19 contains 10371 members 
Mstep: Class 21 contains 17463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791724.000000 Penalty: 30561.902344
Iteration 140F: 15 clusters Score -4.179172e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17463 members 
Mstep: Class 4 contains 57120 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 328110 members 
Mstep: Class 8 contains 20767 members 
Mstep: Class 10 contains 7668 members 
Mstep: Class 12 contains 58021 members 
Mstep: Class 14 contains 139251 members 
Mstep: Class 15 contains 18853 members 
Mstep: Class 17 contains 4578 members 
Mstep: Class 19 contains 10377 members 
Mstep: Class 21 contains 17433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791660.000000 Penalty: 30561.902344
Iteration 141Q: 15 clusters Score -4.179166e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17448 members 
Mstep: Class 4 contains 57072 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 328358 members 
Mstep: Class 8 contains 20751 members 
Mstep: Class 10 contains 7670 members 
Mstep: Class 12 contains 57955 members 
Mstep: Class 14 contains 139165 members 
Mstep: Class 15 contains 18854 members 
Mstep: Class 17 contains 4577 members 
Mstep: Class 19 contains 10384 members 
Mstep: Class 21 contains 17406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791664.000000 Penalty: 30561.902344
Iteration 142Q: 15 clusters Score -4.179166e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17428 members 
Mstep: Class 4 contains 57037 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 328621 members 
Mstep: Class 8 contains 20732 members 
Mstep: Class 10 contains 7670 members 
Mstep: Class 12 contains 57881 members 
Mstep: Class 14 contains 139076 members 
Mstep: Class 15 contains 18854 members 
Mstep: Class 17 contains 4576 members 
Mstep: Class 19 contains 10384 members 
Mstep: Class 21 contains 17381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791724.000000 Penalty: 30561.902344
Iteration 143Q: 15 clusters Score -4.179172e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17406 members 
Mstep: Class 4 contains 57009 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 328843 members 
Mstep: Class 8 contains 20720 members 
Mstep: Class 10 contains 7670 members 
Mstep: Class 12 contains 57817 members 
Mstep: Class 14 contains 138989 members 
Mstep: Class 15 contains 18853 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 19 contains 10393 members 
Mstep: Class 21 contains 17365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791668.000000 Penalty: 30561.902344
Iteration 144Q: 15 clusters Score -4.179167e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17385 members 
Mstep: Class 4 contains 56973 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 329084 members 
Mstep: Class 8 contains 20705 members 
Mstep: Class 10 contains 7672 members 
Mstep: Class 12 contains 57749 members 
Mstep: Class 14 contains 138902 members 
Mstep: Class 15 contains 18851 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 19 contains 10398 members 
Mstep: Class 21 contains 17346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791780.000000 Penalty: 30561.902344
Iteration 145Q: 15 clusters Score -4.179178e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17359 members 
Mstep: Class 4 contains 56939 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 329310 members 
Mstep: Class 8 contains 20691 members 
Mstep: Class 10 contains 7676 members 
Mstep: Class 12 contains 57684 members 
Mstep: Class 14 contains 138817 members 
Mstep: Class 15 contains 18849 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 19 contains 10408 members 
Mstep: Class 21 contains 17333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791764.000000 Penalty: 30561.902344
Iteration 146Q: 15 clusters Score -4.179176e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17330 members 
Mstep: Class 4 contains 56905 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 329528 members 
Mstep: Class 8 contains 20684 members 
Mstep: Class 10 contains 7681 members 
Mstep: Class 12 contains 57611 members 
Mstep: Class 14 contains 138741 members 
Mstep: Class 15 contains 18845 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 19 contains 10420 members 
Mstep: Class 21 contains 17321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791748.000000 Penalty: 30561.902344
Iteration 147Q: 15 clusters Score -4.179175e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17312 members 
Mstep: Class 4 contains 56878 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 329724 members 
Mstep: Class 8 contains 20678 members 
Mstep: Class 10 contains 7684 members 
Mstep: Class 12 contains 57544 members 
Mstep: Class 14 contains 138671 members 
Mstep: Class 15 contains 18839 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 19 contains 10425 members 
Mstep: Class 21 contains 17311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791724.000000 Penalty: 30561.902344
Iteration 148Q: 15 clusters Score -4.179172e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17294 members 
Mstep: Class 4 contains 56853 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 329910 members 
Mstep: Class 8 contains 20668 members 
Mstep: Class 10 contains 7686 members 
Mstep: Class 12 contains 57491 members 
Mstep: Class 14 contains 138605 members 
Mstep: Class 15 contains 18838 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 19 contains 10430 members 
Mstep: Class 21 contains 17291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791724.000000 Penalty: 30561.902344
Iteration 149Q: 15 clusters Score -4.179172e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17274 members 
Mstep: Class 4 contains 56824 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 330103 members 
Mstep: Class 8 contains 20661 members 
Mstep: Class 10 contains 7688 members 
Mstep: Class 12 contains 57442 members 
Mstep: Class 14 contains 138534 members 
Mstep: Class 15 contains 18835 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 19 contains 10435 members 
Mstep: Class 21 contains 17270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791708.000000 Penalty: 30561.902344
Iteration 150Q: 15 clusters Score -4.179171e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17255 members 
Mstep: Class 4 contains 56791 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 330288 members 
Mstep: Class 8 contains 20648 members 
Mstep: Class 10 contains 7689 members 
Mstep: Class 12 contains 57390 members 
Mstep: Class 14 contains 138473 members 
Mstep: Class 15 contains 18836 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 19 contains 10443 members 
Mstep: Class 21 contains 17253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791660.000000 Penalty: 30561.902344
Iteration 151Q: 15 clusters Score -4.179166e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17233 members 
Mstep: Class 4 contains 56762 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 330463 members 
Mstep: Class 8 contains 20635 members 
Mstep: Class 10 contains 7690 members 
Mstep: Class 12 contains 57346 members 
Mstep: Class 14 contains 138412 members 
Mstep: Class 15 contains 18835 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 19 contains 10451 members 
Mstep: Class 21 contains 17239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791612.000000 Penalty: 30561.902344
Iteration 152Q: 15 clusters Score -4.179161e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17212 members 
Mstep: Class 4 contains 56730 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 330646 members 
Mstep: Class 8 contains 20615 members 
Mstep: Class 10 contains 7691 members 
Mstep: Class 12 contains 57299 members 
Mstep: Class 14 contains 138349 members 
Mstep: Class 15 contains 18836 members 
Mstep: Class 17 contains 4573 members 
Mstep: Class 19 contains 10462 members 
Mstep: Class 21 contains 17227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791600.000000 Penalty: 30561.902344
Iteration 153Q: 15 clusters Score -4.17916e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17194 members 
Mstep: Class 4 contains 56699 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 330798 members 
Mstep: Class 8 contains 20599 members 
Mstep: Class 10 contains 7693 members 
Mstep: Class 12 contains 57253 members 
Mstep: Class 14 contains 138298 members 
Mstep: Class 15 contains 18837 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 19 contains 10478 members 
Mstep: Class 21 contains 17220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791592.000000 Penalty: 30561.902344
Iteration 154Q: 15 clusters Score -4.179159e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17173 members 
Mstep: Class 4 contains 56672 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 330929 members 
Mstep: Class 8 contains 20590 members 
Mstep: Class 10 contains 7693 members 
Mstep: Class 12 contains 57215 members 
Mstep: Class 14 contains 138251 members 
Mstep: Class 15 contains 18840 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 19 contains 10493 members 
Mstep: Class 21 contains 17213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791600.000000 Penalty: 30561.902344
Iteration 155Q: 15 clusters Score -4.17916e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17155 members 
Mstep: Class 4 contains 56641 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 331069 members 
Mstep: Class 8 contains 20578 members 
Mstep: Class 10 contains 7693 members 
Mstep: Class 12 contains 57184 members 
Mstep: Class 14 contains 138196 members 
Mstep: Class 15 contains 18841 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 19 contains 10507 members 
Mstep: Class 21 contains 17205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791596.000000 Penalty: 30561.902344
Iteration 156Q: 15 clusters Score -4.17916e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17140 members 
Mstep: Class 4 contains 56606 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 331207 members 
Mstep: Class 8 contains 20566 members 
Mstep: Class 10 contains 7693 members 
Mstep: Class 12 contains 57147 members 
Mstep: Class 14 contains 138148 members 
Mstep: Class 15 contains 18842 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 19 contains 10521 members 
Mstep: Class 21 contains 17199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791600.000000 Penalty: 30561.902344
Iteration 157Q: 15 clusters Score -4.17916e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17127 members 
Mstep: Class 4 contains 56575 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 331339 members 
Mstep: Class 8 contains 20556 members 
Mstep: Class 10 contains 7694 members 
Mstep: Class 12 contains 57107 members 
Mstep: Class 14 contains 138099 members 
Mstep: Class 15 contains 18845 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 19 contains 10532 members 
Mstep: Class 21 contains 17195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791572.000000 Penalty: 30561.902344
Iteration 158Q: 15 clusters Score -4.179157e+07 nChanged 181
Entering ConstructFrom: 
Score: -41791572.000000 Penalty: 30561.902344
Entering ConstructFrom: 
Trying to split cluster 1 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -76024.851562 Penalty: 1151.322998
	Iteration 0F: 2 clusters Score -76024.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -74461.382812 Penalty: 2302.645996
	Iteration 0F: 3 clusters Score -74461.38 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -74729.382812 Penalty: 2302.645996
	Iteration 1F: 3 clusters Score -74729.38 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -74817.859375 Penalty: 2302.645996
	Iteration 2F: 3 clusters Score -74817.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -74859.492188 Penalty: 2302.645996
	Iteration 3Q: 3 clusters Score -74859.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -74880.757812 Penalty: 2302.645996
	Iteration 4Q: 3 clusters Score -74880.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -74890.867188 Penalty: 2302.645996
	Iteration 5Q: 3 clusters Score -74890.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -74899.273438 Penalty: 2302.645996
	Iteration 6Q: 3 clusters Score -74899.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -74905.218750 Penalty: 2302.645996
	Iteration 7Q: 3 clusters Score -74905.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -74907.492188 Penalty: 2302.645996
	Iteration 8Q: 3 clusters Score -74907.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -74908.875000 Penalty: 2302.645996
	Iteration 9Q: 3 clusters Score -74908.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -74908.875000 Penalty: 2302.645996
	Iteration 10F: 3 clusters Score -74908.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -43192.925781 Penalty: 1062.447754
	Iteration 0F: 2 clusters Score -43192.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -41944.128906 Penalty: 2124.895508
	Iteration 0F: 3 clusters Score -41944.13 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -42125.503906 Penalty: 2124.895508
	Iteration 1F: 3 clusters Score -42125.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -42184.777344 Penalty: 2124.895508
	Iteration 2F: 3 clusters Score -42184.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -42218.976562 Penalty: 2124.895508
	Iteration 3Q: 3 clusters Score -42218.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -42237.359375 Penalty: 2124.895508
	Iteration 4Q: 3 clusters Score -42237.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -42244.687500 Penalty: 2124.895508
	Iteration 5Q: 3 clusters Score -42244.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -42251.207031 Penalty: 2124.895508
	Iteration 6Q: 3 clusters Score -42251.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -42259.046875 Penalty: 2124.895508
	Iteration 7Q: 3 clusters Score -42259.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -42261.917969 Penalty: 2124.895508
	Iteration 8Q: 3 clusters Score -42261.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -42262.781250 Penalty: 2124.895508
	Iteration 9Q: 3 clusters Score -42262.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -42262.781250 Penalty: 2124.895508
	Iteration 10F: 3 clusters Score -42262.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Entering Unmasked Estep 
Score: -1107965.500000 Penalty: 1583.984009
	Iteration 0F: 2 clusters Score -1107966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1096186.250000 Penalty: 3167.968018
	Iteration 0F: 3 clusters Score -1096186 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1100518.000000 Penalty: 3167.968018
	Iteration 1F: 3 clusters Score -1100518 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1101023.500000 Penalty: 3167.968018
	Iteration 2F: 3 clusters Score -1101024 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1101548.125000 Penalty: 3167.968018
	Iteration 3F: 3 clusters Score -1101548 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1102155.500000 Penalty: 3167.968018
	Iteration 4F: 3 clusters Score -1102156 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1102868.500000 Penalty: 3167.968018
	Iteration 5F: 3 clusters Score -1102868 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1103631.625000 Penalty: 3167.968018
	Iteration 6F: 3 clusters Score -1103632 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1104384.625000 Penalty: 3167.968018
	Iteration 7F: 3 clusters Score -1104385 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1105029.375000 Penalty: 3167.968018
	Iteration 8Q: 3 clusters Score -1105029 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1105436.375000 Penalty: 3167.968018
	Iteration 9Q: 3 clusters Score -1105436 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1105594.625000 Penalty: 3167.968018
	Iteration 10Q: 3 clusters Score -1105595 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1105669.875000 Penalty: 3167.968018
	Iteration 11Q: 3 clusters Score -1105670 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1105711.125000 Penalty: 3167.968018
	Iteration 12Q: 3 clusters Score -1105711 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1105736.875000 Penalty: 3167.968018
	Iteration 13Q: 3 clusters Score -1105737 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1105758.625000 Penalty: 3167.968018
	Iteration 14Q: 3 clusters Score -1105759 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1105778.875000 Penalty: 3167.968018
	Iteration 15Q: 3 clusters Score -1105779 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1105796.875000 Penalty: 3167.968018
	Iteration 16Q: 3 clusters Score -1105797 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1105813.875000 Penalty: 3167.968018
	Iteration 17Q: 3 clusters Score -1105814 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1105837.875000 Penalty: 3167.968018
	Iteration 18Q: 3 clusters Score -1105838 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1105858.125000 Penalty: 3167.968018
	Iteration 19Q: 3 clusters Score -1105858 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1105883.750000 Penalty: 3167.968018
	Iteration 20F: 3 clusters Score -1105884 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1105903.250000 Penalty: 3167.968018
	Iteration 21Q: 3 clusters Score -1105903 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1105929.125000 Penalty: 3167.968018
	Iteration 22Q: 3 clusters Score -1105929 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1105958.625000 Penalty: 3167.968018
	Iteration 23Q: 3 clusters Score -1105959 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1105994.750000 Penalty: 3167.968018
	Iteration 24Q: 3 clusters Score -1105995 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1106022.000000 Penalty: 3167.968018
	Iteration 25Q: 3 clusters Score -1106022 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1106053.375000 Penalty: 3167.968018
	Iteration 26Q: 3 clusters Score -1106053 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1106076.125000 Penalty: 3167.968018
	Iteration 27Q: 3 clusters Score -1106076 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1106107.375000 Penalty: 3167.968018
	Iteration 28Q: 3 clusters Score -1106107 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1106132.625000 Penalty: 3167.968018
	Iteration 29Q: 3 clusters Score -1106133 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1106158.375000 Penalty: 3167.968018
	Iteration 30Q: 3 clusters Score -1106158 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1106181.875000 Penalty: 3167.968018
	Iteration 31Q: 3 clusters Score -1106182 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1106214.000000 Penalty: 3167.968018
	Iteration 32Q: 3 clusters Score -1106214 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1106230.250000 Penalty: 3167.968018
	Iteration 33Q: 3 clusters Score -1106230 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1106250.500000 Penalty: 3167.968018
	Iteration 34Q: 3 clusters Score -1106250 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1106270.875000 Penalty: 3167.968018
	Iteration 35Q: 3 clusters Score -1106271 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1106286.000000 Penalty: 3167.968018
	Iteration 36Q: 3 clusters Score -1106286 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1106303.625000 Penalty: 3167.968018
	Iteration 37Q: 3 clusters Score -1106304 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1106326.750000 Penalty: 3167.968018
	Iteration 38Q: 3 clusters Score -1106327 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1106351.875000 Penalty: 3167.968018
	Iteration 39Q: 3 clusters Score -1106352 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1106369.625000 Penalty: 3167.968018
	Iteration 40F: 3 clusters Score -1106370 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1106386.125000 Penalty: 3167.968018
	Iteration 41Q: 3 clusters Score -1106386 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1106416.375000 Penalty: 3167.968018
	Iteration 42Q: 3 clusters Score -1106416 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1106436.875000 Penalty: 3167.968018
	Iteration 43Q: 3 clusters Score -1106437 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1106460.000000 Penalty: 3167.968018
	Iteration 44Q: 3 clusters Score -1106460 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1106486.500000 Penalty: 3167.968018
	Iteration 45Q: 3 clusters Score -1106486 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1106511.375000 Penalty: 3167.968018
	Iteration 46Q: 3 clusters Score -1106511 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1106527.625000 Penalty: 3167.968018
	Iteration 47Q: 3 clusters Score -1106528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1106540.375000 Penalty: 3167.968018
	Iteration 48Q: 3 clusters Score -1106540 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1106554.500000 Penalty: 3167.968018
	Iteration 49Q: 3 clusters Score -1106554 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1106563.875000 Penalty: 3167.968018
	Iteration 50Q: 3 clusters Score -1106564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1106578.750000 Penalty: 3167.968018
	Iteration 51Q: 3 clusters Score -1106579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1106590.125000 Penalty: 3167.968018
	Iteration 52Q: 3 clusters Score -1106590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1106596.875000 Penalty: 3167.968018
	Iteration 53Q: 3 clusters Score -1106597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1106601.500000 Penalty: 3167.968018
	Iteration 54Q: 3 clusters Score -1106602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1106607.875000 Penalty: 3167.968018
	Iteration 55Q: 3 clusters Score -1106608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1106619.375000 Penalty: 3167.968018
	Iteration 56Q: 3 clusters Score -1106619 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1106633.000000 Penalty: 3167.968018
	Iteration 57Q: 3 clusters Score -1106633 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1106638.000000 Penalty: 3167.968018
	Iteration 58Q: 3 clusters Score -1106638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1106645.625000 Penalty: 3167.968018
	Iteration 59Q: 3 clusters Score -1106646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -1106647.375000 Penalty: 3167.968018
	Iteration 60F: 3 clusters Score -1106647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1106651.125000 Penalty: 3167.968018
	Iteration 61Q: 3 clusters Score -1106651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1106655.375000 Penalty: 3167.968018
	Iteration 62Q: 3 clusters Score -1106655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1106655.750000 Penalty: 3167.968018
	Iteration 63Q: 3 clusters Score -1106656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1106657.375000 Penalty: 3167.968018
	Iteration 64Q: 3 clusters Score -1106657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1106659.625000 Penalty: 3167.968018
	Iteration 65Q: 3 clusters Score -1106660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1106662.750000 Penalty: 3167.968018
	Iteration 66Q: 3 clusters Score -1106663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -1106664.500000 Penalty: 3167.968018
	Iteration 67Q: 3 clusters Score -1106664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1106668.250000 Penalty: 3167.968018
	Iteration 68Q: 3 clusters Score -1106668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1106678.000000 Penalty: 3167.968018
	Iteration 69Q: 3 clusters Score -1106678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1106679.125000 Penalty: 3167.968018
	Iteration 70Q: 3 clusters Score -1106679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1106684.500000 Penalty: 3167.968018
	Iteration 71Q: 3 clusters Score -1106684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1106684.750000 Penalty: 3167.968018
	Iteration 72Q: 3 clusters Score -1106685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1106691.250000 Penalty: 3167.968018
	Iteration 73Q: 3 clusters Score -1106691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -1106696.375000 Penalty: 3167.968018
	Iteration 74Q: 3 clusters Score -1106696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1106698.875000 Penalty: 3167.968018
	Iteration 75Q: 3 clusters Score -1106699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1106705.125000 Penalty: 3167.968018
	Iteration 76Q: 3 clusters Score -1106705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1106703.875000 Penalty: 3167.968018
	Iteration 77Q: 3 clusters Score -1106704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1106709.000000 Penalty: 3167.968018
	Iteration 78Q: 3 clusters Score -1106709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1106715.250000 Penalty: 3167.968018
	Iteration 79Q: 3 clusters Score -1106715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1106715.875000 Penalty: 3167.968018
	Iteration 80F: 3 clusters Score -1106716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -1106718.500000 Penalty: 3167.968018
	Iteration 81Q: 3 clusters Score -1106718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1106721.625000 Penalty: 3167.968018
	Iteration 82Q: 3 clusters Score -1106722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1106727.625000 Penalty: 3167.968018
	Iteration 83Q: 3 clusters Score -1106728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1106726.625000 Penalty: 3167.968018
	Iteration 84Q: 3 clusters Score -1106727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1106729.875000 Penalty: 3167.968018
	Iteration 85Q: 3 clusters Score -1106730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1106734.125000 Penalty: 3167.968018
	Iteration 86Q: 3 clusters Score -1106734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1106735.000000 Penalty: 3167.968018
	Iteration 87Q: 3 clusters Score -1106735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1106736.000000 Penalty: 3167.968018
	Iteration 88Q: 3 clusters Score -1106736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1106739.750000 Penalty: 3167.968018
	Iteration 89Q: 3 clusters Score -1106740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1106740.750000 Penalty: 3167.968018
	Iteration 90Q: 3 clusters Score -1106741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1106738.500000 Penalty: 3167.968018
	Iteration 91Q: 3 clusters Score -1106738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1106741.625000 Penalty: 3167.968018
	Iteration 92Q: 3 clusters Score -1106742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1106742.000000 Penalty: 3167.968018
	Iteration 93Q: 3 clusters Score -1106742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -1106742.375000 Penalty: 3167.968018
	Iteration 94Q: 3 clusters Score -1106742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1106741.000000 Penalty: 3167.968018
	Iteration 95Q: 3 clusters Score -1106741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1106741.750000 Penalty: 3167.968018
	Iteration 96Q: 3 clusters Score -1106742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1106742.750000 Penalty: 3167.968018
	Iteration 97Q: 3 clusters Score -1106743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1106743.625000 Penalty: 3167.968018
	Iteration 98Q: 3 clusters Score -1106744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -1106743.625000 Penalty: 3167.968018
	Iteration 99Q: 3 clusters Score -1106744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1106740.750000 Penalty: 3167.968018
	Iteration 100F: 3 clusters Score -1106741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (56547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Entering Unmasked Estep 
Score: -3624866.750000 Penalty: 1778.209473
	Iteration 0F: 2 clusters Score -3624867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -3587122.500000 Penalty: 3556.418945
	Iteration 0F: 3 clusters Score -3587122 nChanged 26449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -3603813.750000 Penalty: 3556.418945
	Iteration 1F: 3 clusters Score -3603814 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -3605996.500000 Penalty: 3556.418945
	Iteration 2F: 3 clusters Score -3605996 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -3609060.000000 Penalty: 3556.418945
	Iteration 3F: 3 clusters Score -3609060 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -3612833.250000 Penalty: 3556.418945
	Iteration 4F: 3 clusters Score -3612833 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -3616334.500000 Penalty: 3556.418945
	Iteration 5F: 3 clusters Score -3616334 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -3618483.750000 Penalty: 3556.418945
	Iteration 6Q: 3 clusters Score -3618484 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -3619420.500000 Penalty: 3556.418945
	Iteration 7Q: 3 clusters Score -3619420 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -3619907.750000 Penalty: 3556.418945
	Iteration 8Q: 3 clusters Score -3619908 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -3620238.500000 Penalty: 3556.418945
	Iteration 9Q: 3 clusters Score -3620238 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -3620486.250000 Penalty: 3556.418945
	Iteration 10Q: 3 clusters Score -3620486 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -3620740.000000 Penalty: 3556.418945
	Iteration 11Q: 3 clusters Score -3620740 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -3620944.750000 Penalty: 3556.418945
	Iteration 12Q: 3 clusters Score -3620945 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48209 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -3621138.500000 Penalty: 3556.418945
	Iteration 13Q: 3 clusters Score -3621138 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -3621306.750000 Penalty: 3556.418945
	Iteration 14Q: 3 clusters Score -3621307 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3621464.000000 Penalty: 3556.418945
	Iteration 15Q: 3 clusters Score -3621464 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -3621604.750000 Penalty: 3556.418945
	Iteration 16Q: 3 clusters Score -3621605 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -3621715.750000 Penalty: 3556.418945
	Iteration 17Q: 3 clusters Score -3621716 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -3621813.750000 Penalty: 3556.418945
	Iteration 18Q: 3 clusters Score -3621814 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -3621941.500000 Penalty: 3556.418945
	Iteration 19Q: 3 clusters Score -3621942 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -3622048.000000 Penalty: 3556.418945
	Iteration 20F: 3 clusters Score -3622048 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -3622142.750000 Penalty: 3556.418945
	Iteration 21Q: 3 clusters Score -3622143 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -3622222.000000 Penalty: 3556.418945
	Iteration 22Q: 3 clusters Score -3622222 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3622311.750000 Penalty: 3556.418945
	Iteration 23Q: 3 clusters Score -3622312 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -3622380.000000 Penalty: 3556.418945
	Iteration 24Q: 3 clusters Score -3622380 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3622458.500000 Penalty: 3556.418945
	Iteration 25Q: 3 clusters Score -3622458 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3622541.250000 Penalty: 3556.418945
	Iteration 26Q: 3 clusters Score -3622541 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53011 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3622604.250000 Penalty: 3556.418945
	Iteration 27Q: 3 clusters Score -3622604 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3622661.250000 Penalty: 3556.418945
	Iteration 28Q: 3 clusters Score -3622661 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3622699.000000 Penalty: 3556.418945
	Iteration 29Q: 3 clusters Score -3622699 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53540 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3622735.250000 Penalty: 3556.418945
	Iteration 30Q: 3 clusters Score -3622735 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3622767.250000 Penalty: 3556.418945
	Iteration 31Q: 3 clusters Score -3622767 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3622796.000000 Penalty: 3556.418945
	Iteration 32Q: 3 clusters Score -3622796 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3622829.000000 Penalty: 3556.418945
	Iteration 33Q: 3 clusters Score -3622829 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3622857.500000 Penalty: 3556.418945
	Iteration 34Q: 3 clusters Score -3622858 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3622881.250000 Penalty: 3556.418945
	Iteration 35Q: 3 clusters Score -3622881 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3622893.500000 Penalty: 3556.418945
	Iteration 36Q: 3 clusters Score -3622894 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3622907.500000 Penalty: 3556.418945
	Iteration 37Q: 3 clusters Score -3622908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3622923.500000 Penalty: 3556.418945
	Iteration 38Q: 3 clusters Score -3622924 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3622941.750000 Penalty: 3556.418945
	Iteration 39Q: 3 clusters Score -3622942 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3622962.750000 Penalty: 3556.418945
	Iteration 40F: 3 clusters Score -3622963 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3622992.250000 Penalty: 3556.418945
	Iteration 41Q: 3 clusters Score -3622992 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54690 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3623013.500000 Penalty: 3556.418945
	Iteration 42Q: 3 clusters Score -3623014 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3623029.250000 Penalty: 3556.418945
	Iteration 43Q: 3 clusters Score -3623029 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3623050.500000 Penalty: 3556.418945
	Iteration 44Q: 3 clusters Score -3623050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54878 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3623064.500000 Penalty: 3556.418945
	Iteration 45Q: 3 clusters Score -3623064 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3623093.500000 Penalty: 3556.418945
	Iteration 46Q: 3 clusters Score -3623094 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55002 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3623101.250000 Penalty: 3556.418945
	Iteration 47Q: 3 clusters Score -3623101 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3623126.750000 Penalty: 3556.418945
	Iteration 48Q: 3 clusters Score -3623127 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3623147.000000 Penalty: 3556.418945
	Iteration 49Q: 3 clusters Score -3623147 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3623169.750000 Penalty: 3556.418945
	Iteration 50Q: 3 clusters Score -3623170 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3623187.750000 Penalty: 3556.418945
	Iteration 51Q: 3 clusters Score -3623188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3623197.250000 Penalty: 3556.418945
	Iteration 52Q: 3 clusters Score -3623197 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3623202.250000 Penalty: 3556.418945
	Iteration 53Q: 3 clusters Score -3623202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55343 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3623204.500000 Penalty: 3556.418945
	Iteration 54Q: 3 clusters Score -3623204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3623211.000000 Penalty: 3556.418945
	Iteration 55Q: 3 clusters Score -3623211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3623211.250000 Penalty: 3556.418945
	Iteration 56Q: 3 clusters Score -3623211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3623227.250000 Penalty: 3556.418945
	Iteration 57Q: 3 clusters Score -3623227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3623233.250000 Penalty: 3556.418945
	Iteration 58Q: 3 clusters Score -3623233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3623245.750000 Penalty: 3556.418945
	Iteration 59Q: 3 clusters Score -3623246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3623261.750000 Penalty: 3556.418945
	Iteration 60F: 3 clusters Score -3623262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3623273.750000 Penalty: 3556.418945
	Iteration 61Q: 3 clusters Score -3623274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3623273.250000 Penalty: 3556.418945
	Iteration 62Q: 3 clusters Score -3623273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3623286.750000 Penalty: 3556.418945
	Iteration 63Q: 3 clusters Score -3623287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3623292.000000 Penalty: 3556.418945
	Iteration 64Q: 3 clusters Score -3623292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3623306.750000 Penalty: 3556.418945
	Iteration 65Q: 3 clusters Score -3623307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55624 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3623305.500000 Penalty: 3556.418945
	Iteration 66Q: 3 clusters Score -3623306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3623309.750000 Penalty: 3556.418945
	Iteration 67Q: 3 clusters Score -3623310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3623307.750000 Penalty: 3556.418945
	Iteration 68Q: 3 clusters Score -3623308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3623311.750000 Penalty: 3556.418945
	Iteration 69Q: 3 clusters Score -3623312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3623314.500000 Penalty: 3556.418945
	Iteration 70Q: 3 clusters Score -3623314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3623318.250000 Penalty: 3556.418945
	Iteration 71Q: 3 clusters Score -3623318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3623316.500000 Penalty: 3556.418945
	Iteration 72Q: 3 clusters Score -3623316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3623319.000000 Penalty: 3556.418945
	Iteration 73Q: 3 clusters Score -3623319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3623324.250000 Penalty: 3556.418945
	Iteration 74Q: 3 clusters Score -3623324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3623328.000000 Penalty: 3556.418945
	Iteration 75Q: 3 clusters Score -3623328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3623330.250000 Penalty: 3556.418945
	Iteration 76Q: 3 clusters Score -3623330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3623331.250000 Penalty: 3556.418945
	Iteration 77Q: 3 clusters Score -3623331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3623329.250000 Penalty: 3556.418945
	Iteration 78Q: 3 clusters Score -3623329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3623333.750000 Penalty: 3556.418945
	Iteration 79Q: 3 clusters Score -3623334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3623336.750000 Penalty: 3556.418945
	Iteration 80F: 3 clusters Score -3623337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3623339.750000 Penalty: 3556.418945
	Iteration 81Q: 3 clusters Score -3623340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3623342.750000 Penalty: 3556.418945
	Iteration 82Q: 3 clusters Score -3623343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3623341.750000 Penalty: 3556.418945
	Iteration 83Q: 3 clusters Score -3623342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55738 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3623340.750000 Penalty: 3556.418945
	Iteration 84Q: 3 clusters Score -3623341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55738 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3623340.750000 Penalty: 3556.418945
	Iteration 85F: 3 clusters Score -3623341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -71628.484375 Penalty: 1147.606079
	Iteration 0F: 2 clusters Score -71628.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -70081.992188 Penalty: 2295.212158
	Iteration 0F: 3 clusters Score -70081.99 nChanged 369
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: -70366.710938 Penalty: 2295.212158
	Iteration 1F: 3 clusters Score -70366.71 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -70431.273438 Penalty: 2295.212158
	Iteration 2F: 3 clusters Score -70431.27 nChanged 38
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: -70458.523438 Penalty: 2295.212158
	Iteration 3Q: 3 clusters Score -70458.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -70472.093750 Penalty: 2295.212158
	Iteration 4Q: 3 clusters Score -70472.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -70480.296875 Penalty: 2295.212158
	Iteration 5Q: 3 clusters Score -70480.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -70489.523438 Penalty: 2295.212158
	Iteration 6Q: 3 clusters Score -70489.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -70493.710938 Penalty: 2295.212158
	Iteration 7Q: 3 clusters Score -70493.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -70498.398438 Penalty: 2295.212158
	Iteration 8Q: 3 clusters Score -70498.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -70500.757812 Penalty: 2295.212158
	Iteration 9Q: 3 clusters Score -70500.76 nChanged 3
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: -70501.976562 Penalty: 2295.212158
	Iteration 10Q: 3 clusters Score -70501.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -70504.578125 Penalty: 2295.212158
	Iteration 11Q: 3 clusters Score -70504.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -70506.312500 Penalty: 2295.212158
	Iteration 12Q: 3 clusters Score -70506.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -70508.304688 Penalty: 2295.212158
	Iteration 13Q: 3 clusters Score -70508.3 nChanged 1
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: -70509.062500 Penalty: 2295.212158
	Iteration 14Q: 3 clusters Score -70509.06 nChanged 0
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: -70509.062500 Penalty: 2295.212158
	Iteration 15F: 3 clusters Score -70509.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (331476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331476 members 
Entering Unmasked Estep 
Score: -20610464.000000 Penalty: 2065.587891
	Iteration 0F: 2 clusters Score -2.061046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165828 members 
Mstep: Class 2 contains 165648 members 
Entering Unmasked Estep 
Score: -20387120.000000 Penalty: 4131.175781
	Iteration 0F: 3 clusters Score -2.038712e+07 nChanged 161753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174841 members 
Mstep: Class 2 contains 156635 members 
Entering Unmasked Estep 
Score: -20484472.000000 Penalty: 4131.175781
	Iteration 1F: 3 clusters Score -2.048447e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179280 members 
Mstep: Class 2 contains 152196 members 
Entering Unmasked Estep 
Score: -20486034.000000 Penalty: 4131.175781
	Iteration 2Q: 3 clusters Score -2.048603e+07 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186066 members 
Mstep: Class 2 contains 145410 members 
Entering Unmasked Estep 
Score: -20488356.000000 Penalty: 4131.175781
	Iteration 3Q: 3 clusters Score -2.048836e+07 nChanged 12146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196020 members 
Mstep: Class 2 contains 135456 members 
Entering Unmasked Estep 
Score: -20492422.000000 Penalty: 4131.175781
	Iteration 4Q: 3 clusters Score -2.049242e+07 nChanged 15966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210622 members 
Mstep: Class 2 contains 120854 members 
Entering Unmasked Estep 
Score: -20499926.000000 Penalty: 4131.175781
	Iteration 5Q: 3 clusters Score -2.049993e+07 nChanged 21102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231066 members 
Mstep: Class 2 contains 100410 members 
Entering Unmasked Estep 
Score: -20513094.000000 Penalty: 4131.175781
	Iteration 6F: 3 clusters Score -2.051309e+07 nChanged 26372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257274 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -20534856.000000 Penalty: 4131.175781
	Iteration 7F: 3 clusters Score -2.053486e+07 nChanged 28871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286137 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -20562364.000000 Penalty: 4131.175781
	Iteration 8F: 3 clusters Score -2.056236e+07 nChanged 24065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310202 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -20587276.000000 Penalty: 4131.175781
	Iteration 9F: 3 clusters Score -2.058728e+07 nChanged 14200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324402 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -20601808.000000 Penalty: 4131.175781
	Iteration 10Q: 3 clusters Score -2.060181e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329760 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -20606956.000000 Penalty: 4131.175781
	Iteration 11Q: 3 clusters Score -2.060696e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331070 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -20608192.000000 Penalty: 4131.175781
	Iteration 12Q: 3 clusters Score -2.060819e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331298 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20608498.000000 Penalty: 4131.175781
	Iteration 13Q: 3 clusters Score -2.06085e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331344 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -20608584.000000 Penalty: 4131.175781
	Iteration 14Q: 3 clusters Score -2.060858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331355 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20608604.000000 Penalty: 4131.175781
	Iteration 15Q: 3 clusters Score -2.06086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331365 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20608632.000000 Penalty: 4131.175781
	Iteration 16Q: 3 clusters Score -2.060863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331369 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20608640.000000 Penalty: 4131.175781
	Iteration 17Q: 3 clusters Score -2.060864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331369 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20608658.000000 Penalty: 4131.175781
	Iteration 18Q: 3 clusters Score -2.060866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331371 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20608672.000000 Penalty: 4131.175781
	Iteration 19Q: 3 clusters Score -2.060867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331373 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20608668.000000 Penalty: 4131.175781
	Iteration 20F: 3 clusters Score -2.060867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331374 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20608680.000000 Penalty: 4131.175781
	Iteration 21Q: 3 clusters Score -2.060868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331376 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20608692.000000 Penalty: 4131.175781
	Iteration 22Q: 3 clusters Score -2.060869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331376 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20608692.000000 Penalty: 4131.175781
	Iteration 23F: 3 clusters Score -2.060869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Entering Unmasked Estep 
Score: -1320212.750000 Penalty: 1613.693604
	Iteration 0F: 2 clusters Score -1320213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1306297.375000 Penalty: 3227.387207
	Iteration 0F: 3 clusters Score -1306297 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1311313.500000 Penalty: 3227.387207
	Iteration 1F: 3 clusters Score -1311314 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1311664.500000 Penalty: 3227.387207
	Iteration 2Q: 3 clusters Score -1311664 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1311975.125000 Penalty: 3227.387207
	Iteration 3Q: 3 clusters Score -1311975 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1312291.000000 Penalty: 3227.387207
	Iteration 4Q: 3 clusters Score -1312291 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1312640.250000 Penalty: 3227.387207
	Iteration 5Q: 3 clusters Score -1312640 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1313103.125000 Penalty: 3227.387207
	Iteration 6Q: 3 clusters Score -1313103 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1313736.500000 Penalty: 3227.387207
	Iteration 7F: 3 clusters Score -1313736 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1314632.750000 Penalty: 3227.387207
	Iteration 8F: 3 clusters Score -1314633 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -1315755.125000 Penalty: 3227.387207
	Iteration 9F: 3 clusters Score -1315755 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -1316957.375000 Penalty: 3227.387207
	Iteration 10F: 3 clusters Score -1316957 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -1317885.750000 Penalty: 3227.387207
	Iteration 11Q: 3 clusters Score -1317886 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -1318424.000000 Penalty: 3227.387207
	Iteration 12Q: 3 clusters Score -1318424 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -1318622.250000 Penalty: 3227.387207
	Iteration 13Q: 3 clusters Score -1318622 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -1318723.625000 Penalty: 3227.387207
	Iteration 14Q: 3 clusters Score -1318724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -1318796.750000 Penalty: 3227.387207
	Iteration 15Q: 3 clusters Score -1318797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -1318823.125000 Penalty: 3227.387207
	Iteration 16Q: 3 clusters Score -1318823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -1318844.500000 Penalty: 3227.387207
	Iteration 17Q: 3 clusters Score -1318844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -1318851.000000 Penalty: 3227.387207
	Iteration 18Q: 3 clusters Score -1318851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -1318857.625000 Penalty: 3227.387207
	Iteration 19Q: 3 clusters Score -1318858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -1318865.250000 Penalty: 3227.387207
	Iteration 20F: 3 clusters Score -1318865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -1318867.500000 Penalty: 3227.387207
	Iteration 21Q: 3 clusters Score -1318868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -1318868.375000 Penalty: 3227.387207
	Iteration 22Q: 3 clusters Score -1318868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -1318871.500000 Penalty: 3227.387207
	Iteration 23Q: 3 clusters Score -1318872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -1318871.500000 Penalty: 3227.387207
	Iteration 24F: 3 clusters Score -1318872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Entering Unmasked Estep 
Score: -486399.750000 Penalty: 1454.103027
	Iteration 0F: 2 clusters Score -486399.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -480745.062500 Penalty: 2908.206055
	Iteration 0F: 3 clusters Score -480745.1 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -482424.562500 Penalty: 2908.206055
	Iteration 1F: 3 clusters Score -482424.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -482656.906250 Penalty: 2908.206055
	Iteration 2F: 3 clusters Score -482656.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -482850.281250 Penalty: 2908.206055
	Iteration 3Q: 3 clusters Score -482850.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -483037.375000 Penalty: 2908.206055
	Iteration 4Q: 3 clusters Score -483037.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -483367.875000 Penalty: 2908.206055
	Iteration 5Q: 3 clusters Score -483367.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -483775.562500 Penalty: 2908.206055
	Iteration 6Q: 3 clusters Score -483775.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -484121.593750 Penalty: 2908.206055
	Iteration 7F: 3 clusters Score -484121.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -484408.687500 Penalty: 2908.206055
	Iteration 8F: 3 clusters Score -484408.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -484688.281250 Penalty: 2908.206055
	Iteration 9F: 3 clusters Score -484688.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -484974.343750 Penalty: 2908.206055
	Iteration 10F: 3 clusters Score -484974.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -485244.250000 Penalty: 2908.206055
	Iteration 11F: 3 clusters Score -485244.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -485461.281250 Penalty: 2908.206055
	Iteration 12Q: 3 clusters Score -485461.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -485661.968750 Penalty: 2908.206055
	Iteration 13Q: 3 clusters Score -485662 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -485864.156250 Penalty: 2908.206055
	Iteration 14Q: 3 clusters Score -485864.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -485978.031250 Penalty: 2908.206055
	Iteration 15Q: 3 clusters Score -485978 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -486046.343750 Penalty: 2908.206055
	Iteration 16Q: 3 clusters Score -486046.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -486086.343750 Penalty: 2908.206055
	Iteration 17Q: 3 clusters Score -486086.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -486101.656250 Penalty: 2908.206055
	Iteration 18Q: 3 clusters Score -486101.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -486112.656250 Penalty: 2908.206055
	Iteration 19Q: 3 clusters Score -486112.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -486121.906250 Penalty: 2908.206055
	Iteration 20F: 3 clusters Score -486121.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -486130.000000 Penalty: 2908.206055
	Iteration 21Q: 3 clusters Score -486130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -486136.656250 Penalty: 2908.206055
	Iteration 22Q: 3 clusters Score -486136.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -486139.812500 Penalty: 2908.206055
	Iteration 23Q: 3 clusters Score -486139.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -486142.187500 Penalty: 2908.206055
	Iteration 24Q: 3 clusters Score -486142.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -486147.468750 Penalty: 2908.206055
	Iteration 25Q: 3 clusters Score -486147.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -486149.937500 Penalty: 2908.206055
	Iteration 26Q: 3 clusters Score -486149.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -486152.468750 Penalty: 2908.206055
	Iteration 27Q: 3 clusters Score -486152.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -486156.125000 Penalty: 2908.206055
	Iteration 28Q: 3 clusters Score -486156.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -486160.187500 Penalty: 2908.206055
	Iteration 29Q: 3 clusters Score -486160.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -486163.156250 Penalty: 2908.206055
	Iteration 30Q: 3 clusters Score -486163.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -486164.343750 Penalty: 2908.206055
	Iteration 31Q: 3 clusters Score -486164.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -486166.750000 Penalty: 2908.206055
	Iteration 32Q: 3 clusters Score -486166.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -486167.062500 Penalty: 2908.206055
	Iteration 33Q: 3 clusters Score -486167.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -486168.625000 Penalty: 2908.206055
	Iteration 34Q: 3 clusters Score -486168.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -486169.656250 Penalty: 2908.206055
	Iteration 35Q: 3 clusters Score -486169.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -486170.312500 Penalty: 2908.206055
	Iteration 36Q: 3 clusters Score -486170.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -486172.406250 Penalty: 2908.206055
	Iteration 37Q: 3 clusters Score -486172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -486172.031250 Penalty: 2908.206055
	Iteration 38Q: 3 clusters Score -486172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -486172.250000 Penalty: 2908.206055
	Iteration 39Q: 3 clusters Score -486172.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -486172.875000 Penalty: 2908.206055
	Iteration 40F: 3 clusters Score -486172.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -486173.875000 Penalty: 2908.206055
	Iteration 41Q: 3 clusters Score -486173.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -486172.843750 Penalty: 2908.206055
	Iteration 42Q: 3 clusters Score -486172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -486173.343750 Penalty: 2908.206055
	Iteration 43Q: 3 clusters Score -486173.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -486173.343750 Penalty: 2908.206055
	Iteration 44F: 3 clusters Score -486173.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (57064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57064 members 
Entering Unmasked Estep 
Score: -3576110.250000 Penalty: 1779.688477
	Iteration 0F: 2 clusters Score -3576110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -3537896.750000 Penalty: 3559.376953
	Iteration 0F: 3 clusters Score -3537897 nChanged 26868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -3553350.500000 Penalty: 3559.376953
	Iteration 1F: 3 clusters Score -3553350 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -3554240.250000 Penalty: 3559.376953
	Iteration 2Q: 3 clusters Score -3554240 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -3555469.250000 Penalty: 3559.376953
	Iteration 3Q: 3 clusters Score -3555469 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -3557289.250000 Penalty: 3559.376953
	Iteration 4F: 3 clusters Score -3557289 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -3559804.500000 Penalty: 3559.376953
	Iteration 5F: 3 clusters Score -3559804 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -3562979.250000 Penalty: 3559.376953
	Iteration 6F: 3 clusters Score -3562979 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -3566287.500000 Penalty: 3559.376953
	Iteration 7F: 3 clusters Score -3566288 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -3568958.750000 Penalty: 3559.376953
	Iteration 8F: 3 clusters Score -3568959 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -3570839.000000 Penalty: 3559.376953
	Iteration 9Q: 3 clusters Score -3570839 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -3571995.000000 Penalty: 3559.376953
	Iteration 10Q: 3 clusters Score -3571995 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -3572739.250000 Penalty: 3559.376953
	Iteration 11Q: 3 clusters Score -3572739 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -3573271.500000 Penalty: 3559.376953
	Iteration 12Q: 3 clusters Score -3573272 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -3573695.250000 Penalty: 3559.376953
	Iteration 13Q: 3 clusters Score -3573695 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -3574069.750000 Penalty: 3559.376953
	Iteration 14Q: 3 clusters Score -3574070 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 54235 members 
Entering Unmasked Estep 
Score: -3574288.500000 Penalty: 3559.376953
	Iteration 15Q: 3 clusters Score -3574288 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -3574467.000000 Penalty: 3559.376953
	Iteration 16Q: 3 clusters Score -3574467 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 54899 members 
Entering Unmasked Estep 
Score: -3574624.250000 Penalty: 3559.376953
	Iteration 17Q: 3 clusters Score -3574624 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -3574738.250000 Penalty: 3559.376953
	Iteration 18Q: 3 clusters Score -3574738 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -3574859.750000 Penalty: 3559.376953
	Iteration 19Q: 3 clusters Score -3574860 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -3574940.250000 Penalty: 3559.376953
	Iteration 20F: 3 clusters Score -3574940 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -3574998.500000 Penalty: 3559.376953
	Iteration 21Q: 3 clusters Score -3574998 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -3575027.000000 Penalty: 3559.376953
	Iteration 22Q: 3 clusters Score -3575027 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 55946 members 
Entering Unmasked Estep 
Score: -3575053.750000 Penalty: 3559.376953
	Iteration 23Q: 3 clusters Score -3575054 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -3575083.000000 Penalty: 3559.376953
	Iteration 24Q: 3 clusters Score -3575083 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -3575135.000000 Penalty: 3559.376953
	Iteration 25Q: 3 clusters Score -3575135 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 56172 members 
Entering Unmasked Estep 
Score: -3575157.000000 Penalty: 3559.376953
	Iteration 26Q: 3 clusters Score -3575157 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 56223 members 
Entering Unmasked Estep 
Score: -3575183.750000 Penalty: 3559.376953
	Iteration 27Q: 3 clusters Score -3575184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -3575211.250000 Penalty: 3559.376953
	Iteration 28Q: 3 clusters Score -3575211 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -3575233.750000 Penalty: 3559.376953
	Iteration 29Q: 3 clusters Score -3575234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -3575247.000000 Penalty: 3559.376953
	Iteration 30Q: 3 clusters Score -3575247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -3575250.500000 Penalty: 3559.376953
	Iteration 31Q: 3 clusters Score -3575250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 56380 members 
Entering Unmasked Estep 
Score: -3575263.250000 Penalty: 3559.376953
	Iteration 32Q: 3 clusters Score -3575263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -3575274.000000 Penalty: 3559.376953
	Iteration 33Q: 3 clusters Score -3575274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -3575281.250000 Penalty: 3559.376953
	Iteration 34Q: 3 clusters Score -3575281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -3575274.250000 Penalty: 3559.376953
	Iteration 35Q: 3 clusters Score -3575274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -3575275.000000 Penalty: 3559.376953
	Iteration 36Q: 3 clusters Score -3575275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -3575278.500000 Penalty: 3559.376953
	Iteration 37Q: 3 clusters Score -3575278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 56432 members 
Entering Unmasked Estep 
Score: -3575283.500000 Penalty: 3559.376953
	Iteration 38Q: 3 clusters Score -3575284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -3575284.250000 Penalty: 3559.376953
	Iteration 39Q: 3 clusters Score -3575284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 56437 members 
Entering Unmasked Estep 
Score: -3575288.500000 Penalty: 3559.376953
	Iteration 40F: 3 clusters Score -3575288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (138049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138049 members 
Entering Unmasked Estep 
Score: -8825482.000000 Penalty: 1923.246704
	Iteration 0F: 2 clusters Score -8825482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 69246 members 
Entering Unmasked Estep 
Score: -8732561.000000 Penalty: 3846.493408
	Iteration 0F: 3 clusters Score -8732561 nChanged 66750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 75114 members 
Entering Unmasked Estep 
Score: -8772543.000000 Penalty: 3846.493408
	Iteration 1F: 3 clusters Score -8772543 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59103 members 
Mstep: Class 2 contains 78946 members 
Entering Unmasked Estep 
Score: -8773990.000000 Penalty: 3846.493408
	Iteration 2Q: 3 clusters Score -8773990 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 84659 members 
Entering Unmasked Estep 
Score: -8776772.000000 Penalty: 3846.493408
	Iteration 3Q: 3 clusters Score -8776772 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 92901 members 
Entering Unmasked Estep 
Score: -8781741.000000 Penalty: 3846.493408
	Iteration 4F: 3 clusters Score -8781741 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 103772 members 
Entering Unmasked Estep 
Score: -8789956.000000 Penalty: 3846.493408
	Iteration 5F: 3 clusters Score -8789956 nChanged 12562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 116330 members 
Entering Unmasked Estep 
Score: -8801811.000000 Penalty: 3846.493408
	Iteration 6F: 3 clusters Score -8801811 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 127588 members 
Entering Unmasked Estep 
Score: -8813601.000000 Penalty: 3846.493408
	Iteration 7F: 3 clusters Score -8813601 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 134314 members 
Entering Unmasked Estep 
Score: -8820423.000000 Penalty: 3846.493408
	Iteration 8Q: 3 clusters Score -8820423 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 136894 members 
Entering Unmasked Estep 
Score: -8822872.000000 Penalty: 3846.493408
	Iteration 9Q: 3 clusters Score -8822872 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 137618 members 
Entering Unmasked Estep 
Score: -8823509.000000 Penalty: 3846.493408
	Iteration 10Q: 3 clusters Score -8823509 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 137786 members 
Entering Unmasked Estep 
Score: -8823688.000000 Penalty: 3846.493408
	Iteration 11Q: 3 clusters Score -8823688 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 137841 members 
Entering Unmasked Estep 
Score: -8823789.000000 Penalty: 3846.493408
	Iteration 12Q: 3 clusters Score -8823789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 137862 members 
Entering Unmasked Estep 
Score: -8823820.000000 Penalty: 3846.493408
	Iteration 13Q: 3 clusters Score -8823820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 137877 members 
Entering Unmasked Estep 
Score: -8823836.000000 Penalty: 3846.493408
	Iteration 14Q: 3 clusters Score -8823836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 137885 members 
Entering Unmasked Estep 
Score: -8823857.000000 Penalty: 3846.493408
	Iteration 15Q: 3 clusters Score -8823857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 137886 members 
Entering Unmasked Estep 
Score: -8823860.000000 Penalty: 3846.493408
	Iteration 16Q: 3 clusters Score -8823860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 137887 members 
Entering Unmasked Estep 
Score: -8823868.000000 Penalty: 3846.493408
	Iteration 17Q: 3 clusters Score -8823868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 137889 members 
Entering Unmasked Estep 
Score: -8823869.000000 Penalty: 3846.493408
	Iteration 18Q: 3 clusters Score -8823869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 137891 members 
Entering Unmasked Estep 
Score: -8823874.000000 Penalty: 3846.493408
	Iteration 19Q: 3 clusters Score -8823874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 137891 members 
Entering Unmasked Estep 
Score: -8823874.000000 Penalty: 3846.493408
	Iteration 20F: 3 clusters Score -8823874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Entering Unmasked Estep 
Score: -1143516.125000 Penalty: 1599.667603
	Iteration 0F: 2 clusters Score -1143516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1130503.375000 Penalty: 3199.335205
	Iteration 0F: 3 clusters Score -1130503 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1135295.000000 Penalty: 3199.335205
	Iteration 1F: 3 clusters Score -1135295 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1135721.750000 Penalty: 3199.335205
	Iteration 2F: 3 clusters Score -1135722 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1136212.000000 Penalty: 3199.335205
	Iteration 3F: 3 clusters Score -1136212 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1136778.500000 Penalty: 3199.335205
	Iteration 4F: 3 clusters Score -1136778 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1137465.375000 Penalty: 3199.335205
	Iteration 5F: 3 clusters Score -1137465 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1138313.250000 Penalty: 3199.335205
	Iteration 6F: 3 clusters Score -1138313 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1139277.000000 Penalty: 3199.335205
	Iteration 7F: 3 clusters Score -1139277 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1140120.375000 Penalty: 3199.335205
	Iteration 8F: 3 clusters Score -1140120 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -1140732.000000 Penalty: 3199.335205
	Iteration 9Q: 3 clusters Score -1140732 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -1141174.750000 Penalty: 3199.335205
	Iteration 10Q: 3 clusters Score -1141175 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -1141504.250000 Penalty: 3199.335205
	Iteration 11Q: 3 clusters Score -1141504 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -1141727.750000 Penalty: 3199.335205
	Iteration 12Q: 3 clusters Score -1141728 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -1141861.375000 Penalty: 3199.335205
	Iteration 13Q: 3 clusters Score -1141861 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -1141960.500000 Penalty: 3199.335205
	Iteration 14Q: 3 clusters Score -1141960 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -1142035.000000 Penalty: 3199.335205
	Iteration 15Q: 3 clusters Score -1142035 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -1142082.125000 Penalty: 3199.335205
	Iteration 16Q: 3 clusters Score -1142082 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -1142121.125000 Penalty: 3199.335205
	Iteration 17Q: 3 clusters Score -1142121 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -1142146.500000 Penalty: 3199.335205
	Iteration 18Q: 3 clusters Score -1142146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -1142161.625000 Penalty: 3199.335205
	Iteration 19Q: 3 clusters Score -1142162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -1142174.625000 Penalty: 3199.335205
	Iteration 20F: 3 clusters Score -1142175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -1142187.250000 Penalty: 3199.335205
	Iteration 21Q: 3 clusters Score -1142187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -1142195.250000 Penalty: 3199.335205
	Iteration 22Q: 3 clusters Score -1142195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -1142201.625000 Penalty: 3199.335205
	Iteration 23Q: 3 clusters Score -1142202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -1142207.625000 Penalty: 3199.335205
	Iteration 24Q: 3 clusters Score -1142208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -1142210.750000 Penalty: 3199.335205
	Iteration 25Q: 3 clusters Score -1142211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -1142211.125000 Penalty: 3199.335205
	Iteration 26Q: 3 clusters Score -1142211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -1142212.000000 Penalty: 3199.335205
	Iteration 27Q: 3 clusters Score -1142212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -1142213.750000 Penalty: 3199.335205
	Iteration 28Q: 3 clusters Score -1142214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -1142215.500000 Penalty: 3199.335205
	Iteration 29Q: 3 clusters Score -1142216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -1142217.250000 Penalty: 3199.335205
	Iteration 30Q: 3 clusters Score -1142217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -1142218.500000 Penalty: 3199.335205
	Iteration 31Q: 3 clusters Score -1142218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -1142219.625000 Penalty: 3199.335205
	Iteration 32Q: 3 clusters Score -1142220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -1142224.375000 Penalty: 3199.335205
	Iteration 33Q: 3 clusters Score -1142224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -1142224.250000 Penalty: 3199.335205
	Iteration 34Q: 3 clusters Score -1142224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -1142225.875000 Penalty: 3199.335205
	Iteration 35Q: 3 clusters Score -1142226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -1142226.000000 Penalty: 3199.335205
	Iteration 36Q: 3 clusters Score -1142226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -1142230.125000 Penalty: 3199.335205
	Iteration 37Q: 3 clusters Score -1142230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -1142231.250000 Penalty: 3199.335205
	Iteration 38Q: 3 clusters Score -1142231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -1142232.250000 Penalty: 3199.335205
	Iteration 39Q: 3 clusters Score -1142232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -1142231.125000 Penalty: 3199.335205
	Iteration 40F: 3 clusters Score -1142231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -1142231.250000 Penalty: 3199.335205
	Iteration 41Q: 3 clusters Score -1142231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -1142232.000000 Penalty: 3199.335205
	Iteration 42Q: 3 clusters Score -1142232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -1142233.250000 Penalty: 3199.335205
	Iteration 43Q: 3 clusters Score -1142233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -1142233.750000 Penalty: 3199.335205
	Iteration 44Q: 3 clusters Score -1142234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -1142236.625000 Penalty: 3199.335205
	Iteration 45Q: 3 clusters Score -1142237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -1142242.875000 Penalty: 3199.335205
	Iteration 46Q: 3 clusters Score -1142243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -1142244.875000 Penalty: 3199.335205
	Iteration 47Q: 3 clusters Score -1142245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -1142244.375000 Penalty: 3199.335205
	Iteration 48Q: 3 clusters Score -1142244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -1142246.000000 Penalty: 3199.335205
	Iteration 49Q: 3 clusters Score -1142246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1142247.375000 Penalty: 3199.335205
	Iteration 50Q: 3 clusters Score -1142247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1142249.125000 Penalty: 3199.335205
	Iteration 51Q: 3 clusters Score -1142249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -1142250.875000 Penalty: 3199.335205
	Iteration 52Q: 3 clusters Score -1142251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -1142250.875000 Penalty: 3199.335205
	Iteration 53F: 3 clusters Score -1142251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Entering Unmasked Estep 
Score: -259167.953125 Penalty: 1369.466675
	Iteration 0F: 2 clusters Score -259168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -255472.859375 Penalty: 2738.933350
	Iteration 0F: 3 clusters Score -255472.9 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -256591.312500 Penalty: 2738.933350
	Iteration 1F: 3 clusters Score -256591.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -257056.828125 Penalty: 2738.933350
	Iteration 2F: 3 clusters Score -257056.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -257652.546875 Penalty: 2738.933350
	Iteration 3F: 3 clusters Score -257652.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -258189.750000 Penalty: 2738.933350
	Iteration 4F: 3 clusters Score -258189.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -258552.578125 Penalty: 2738.933350
	Iteration 5F: 3 clusters Score -258552.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -258722.312500 Penalty: 2738.933350
	Iteration 6Q: 3 clusters Score -258722.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -258816.703125 Penalty: 2738.933350
	Iteration 7Q: 3 clusters Score -258816.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -258861.125000 Penalty: 2738.933350
	Iteration 8Q: 3 clusters Score -258861.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -258889.500000 Penalty: 2738.933350
	Iteration 9Q: 3 clusters Score -258889.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -258898.718750 Penalty: 2738.933350
	Iteration 10Q: 3 clusters Score -258898.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -258903.328125 Penalty: 2738.933350
	Iteration 11Q: 3 clusters Score -258903.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -258907.218750 Penalty: 2738.933350
	Iteration 12Q: 3 clusters Score -258907.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -258909.421875 Penalty: 2738.933350
	Iteration 13Q: 3 clusters Score -258909.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -258910.812500 Penalty: 2738.933350
	Iteration 14Q: 3 clusters Score -258910.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -258912.281250 Penalty: 2738.933350
	Iteration 15Q: 3 clusters Score -258912.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -258912.343750 Penalty: 2738.933350
	Iteration 16Q: 3 clusters Score -258912.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -258912.562500 Penalty: 2738.933350
	Iteration 17Q: 3 clusters Score -258912.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -258912.562500 Penalty: 2738.933350
	Iteration 18F: 3 clusters Score -258912.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Entering Unmasked Estep 
Score: -682873.250000 Penalty: 1505.288208
	Iteration 0F: 2 clusters Score -682873.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -675334.000000 Penalty: 3010.576416
	Iteration 0F: 3 clusters Score -675334 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -677653.062500 Penalty: 3010.576416
	Iteration 1F: 3 clusters Score -677653.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -677880.062500 Penalty: 3010.576416
	Iteration 2F: 3 clusters Score -677880.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -678086.312500 Penalty: 3010.576416
	Iteration 3Q: 3 clusters Score -678086.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -678289.500000 Penalty: 3010.576416
	Iteration 4Q: 3 clusters Score -678289.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -678545.125000 Penalty: 3010.576416
	Iteration 5Q: 3 clusters Score -678545.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -678904.875000 Penalty: 3010.576416
	Iteration 6F: 3 clusters Score -678904.9 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -679375.750000 Penalty: 3010.576416
	Iteration 7F: 3 clusters Score -679375.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -679960.812500 Penalty: 3010.576416
	Iteration 8F: 3 clusters Score -679960.8 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -680559.437500 Penalty: 3010.576416
	Iteration 9F: 3 clusters Score -680559.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -681116.250000 Penalty: 3010.576416
	Iteration 10F: 3 clusters Score -681116.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -681532.062500 Penalty: 3010.576416
	Iteration 11Q: 3 clusters Score -681532.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -681760.750000 Penalty: 3010.576416
	Iteration 12Q: 3 clusters Score -681760.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -681871.562500 Penalty: 3010.576416
	Iteration 13Q: 3 clusters Score -681871.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -681933.687500 Penalty: 3010.576416
	Iteration 14Q: 3 clusters Score -681933.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -681974.062500 Penalty: 3010.576416
	Iteration 15Q: 3 clusters Score -681974.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -681996.750000 Penalty: 3010.576416
	Iteration 16Q: 3 clusters Score -681996.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -682018.625000 Penalty: 3010.576416
	Iteration 17Q: 3 clusters Score -682018.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -682029.375000 Penalty: 3010.576416
	Iteration 18Q: 3 clusters Score -682029.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -682040.062500 Penalty: 3010.576416
	Iteration 19Q: 3 clusters Score -682040.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -682046.125000 Penalty: 3010.576416
	Iteration 20F: 3 clusters Score -682046.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -682049.187500 Penalty: 3010.576416
	Iteration 21Q: 3 clusters Score -682049.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -682054.062500 Penalty: 3010.576416
	Iteration 22Q: 3 clusters Score -682054.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -682055.375000 Penalty: 3010.576416
	Iteration 23Q: 3 clusters Score -682055.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -682057.062500 Penalty: 3010.576416
	Iteration 24Q: 3 clusters Score -682057.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -682057.812500 Penalty: 3010.576416
	Iteration 25Q: 3 clusters Score -682057.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -682057.812500 Penalty: 3010.576416
	Iteration 26F: 3 clusters Score -682057.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Entering Unmasked Estep 
Score: -1102258.000000 Penalty: 1584.694580
	Iteration 0F: 2 clusters Score -1102258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1090364.625000 Penalty: 3169.389160
	Iteration 0F: 3 clusters Score -1090365 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1094520.875000 Penalty: 3169.389160
	Iteration 1F: 3 clusters Score -1094521 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1094758.125000 Penalty: 3169.389160
	Iteration 2Q: 3 clusters Score -1094758 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1094997.125000 Penalty: 3169.389160
	Iteration 3Q: 3 clusters Score -1094997 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1095233.625000 Penalty: 3169.389160
	Iteration 4Q: 3 clusters Score -1095234 nChanged 655
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1095526 nChanged 712
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1095921 nChanged 784
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1096443 nChanged 912
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1097060 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -1097846 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -1098593 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -1099100 nChanged 609
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1099372 nChanged 389
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1099505 nChanged 274
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Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1099585 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1099646 nChanged 168
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Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1099684 nChanged 163
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Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1099725 nChanged 149
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Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1099758 nChanged 128
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Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1099781 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1099805 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1099830 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1099844 nChanged 89
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Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1099858 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1099874 nChanged 56
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Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1099881 nChanged 68
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Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1099894 nChanged 66
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Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1099906 nChanged 68
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Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1099914 nChanged 46
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Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1099922 nChanged 51
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Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1099930 nChanged 52
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Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1099941 nChanged 57
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Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1099950 nChanged 62
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Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1099960 nChanged 63
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Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1099968 nChanged 57
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Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1099977 nChanged 53
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Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1099986 nChanged 56
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Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1099995 nChanged 67
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Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1100008 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1100016 nChanged 57
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Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1100023.250000 Penalty: 3169.389160
	Iteration 40F: 3 clusters Score -1100023 nChanged 47
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Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1100028.000000 Penalty: 3169.389160
	Iteration 41Q: 3 clusters Score -1100028 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1100037.625000 Penalty: 3169.389160
	Iteration 42Q: 3 clusters Score -1100038 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1100044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1100056 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1100060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1100067 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1100076 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1100086 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1100093.000000 Penalty: 3169.389160
	Iteration 49Q: 3 clusters Score -1100093 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1100106.000000 Penalty: 3169.389160
	Iteration 50Q: 3 clusters Score -1100106 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1100109.625000 Penalty: 3169.389160
	Iteration 51Q: 3 clusters Score -1100110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1100112 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1100118.875000 Penalty: 3169.389160
	Iteration 53Q: 3 clusters Score -1100119 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1100119 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1100128.375000 Penalty: 3169.389160
	Iteration 55Q: 3 clusters Score -1100128 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1100130 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1100137.625000 Penalty: 3169.389160
	Iteration 57Q: 3 clusters Score -1100138 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1100140.750000 Penalty: 3169.389160
	Iteration 58Q: 3 clusters Score -1100141 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1100144.125000 Penalty: 3169.389160
	Iteration 59Q: 3 clusters Score -1100144 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1100149.125000 Penalty: 3169.389160
	Iteration 60F: 3 clusters Score -1100149 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1100154.125000 Penalty: 3169.389160
	Iteration 61Q: 3 clusters Score -1100154 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1100157.750000 Penalty: 3169.389160
	Iteration 62Q: 3 clusters Score -1100158 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1100164.500000 Penalty: 3169.389160
	Iteration 63Q: 3 clusters Score -1100164 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1100164 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1100168.875000 Penalty: 3169.389160
	Iteration 65Q: 3 clusters Score -1100169 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1100172.125000 Penalty: 3169.389160
	Iteration 66Q: 3 clusters Score -1100172 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1100176.250000 Penalty: 3169.389160
	Iteration 67Q: 3 clusters Score -1100176 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1100182.250000 Penalty: 3169.389160
	Iteration 68Q: 3 clusters Score -1100182 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1100188.500000 Penalty: 3169.389160
	Iteration 69Q: 3 clusters Score -1100188 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1100195.250000 Penalty: 3169.389160
	Iteration 70Q: 3 clusters Score -1100195 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1100201.750000 Penalty: 3169.389160
	Iteration 71Q: 3 clusters Score -1100202 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1100206.875000 Penalty: 3169.389160
	Iteration 72Q: 3 clusters Score -1100207 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1100208.125000 Penalty: 3169.389160
	Iteration 73Q: 3 clusters Score -1100208 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1100211.500000 Penalty: 3169.389160
	Iteration 74Q: 3 clusters Score -1100212 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1100218.500000 Penalty: 3169.389160
	Iteration 75Q: 3 clusters Score -1100218 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1100225 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1100231 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1100236.500000 Penalty: 3169.389160
	Iteration 78Q: 3 clusters Score -1100236 nChanged 30
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Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1100237 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1100240.875000 Penalty: 3169.389160
	Iteration 80F: 3 clusters Score -1100241 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1100244.875000 Penalty: 3169.389160
	Iteration 81Q: 3 clusters Score -1100245 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1100248 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1100246.250000 Penalty: 3169.389160
	Iteration 83Q: 3 clusters Score -1100246 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1100249 nChanged 30
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Mstep: Class 1 contains 4944 members 
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Entering Unmasked Estep 
Score: -1100256.875000 Penalty: 3169.389160
	Iteration 85Q: 3 clusters Score -1100257 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1100259.375000 Penalty: 3169.389160
	Iteration 86Q: 3 clusters Score -1100259 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1100266.500000 Penalty: 3169.389160
	Iteration 87Q: 3 clusters Score -1100266 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1100267 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1100268.375000 Penalty: 3169.389160
	Iteration 89Q: 3 clusters Score -1100268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1100275 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1100280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1100285.000000 Penalty: 3169.389160
	Iteration 92Q: 3 clusters Score -1100285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1100290.250000 Penalty: 3169.389160
	Iteration 93Q: 3 clusters Score -1100290 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1100290 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1100292.375000 Penalty: 3169.389160
	Iteration 95Q: 3 clusters Score -1100292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1100295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1100296 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1100302.375000 Penalty: 3169.389160
	Iteration 98Q: 3 clusters Score -1100302 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1100302.625000 Penalty: 3169.389160
	Iteration 99Q: 3 clusters Score -1100303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1100304.750000 Penalty: 3169.389160
	Iteration 100F: 3 clusters Score -1100305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1100306.750000 Penalty: 3169.389160
	Iteration 101Q: 3 clusters Score -1100307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1100309.875000 Penalty: 3169.389160
	Iteration 102Q: 3 clusters Score -1100310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1100310.000000 Penalty: 3169.389160
	Iteration 103Q: 3 clusters Score -1100310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1100312.125000 Penalty: 3169.389160
	Iteration 104Q: 3 clusters Score -1100312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1100314.750000 Penalty: 3169.389160
	Iteration 105Q: 3 clusters Score -1100315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1100319.000000 Penalty: 3169.389160
	Iteration 106Q: 3 clusters Score -1100319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1100321.750000 Penalty: 3169.389160
	Iteration 107Q: 3 clusters Score -1100322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1100326.000000 Penalty: 3169.389160
	Iteration 108Q: 3 clusters Score -1100326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1100331.375000 Penalty: 3169.389160
	Iteration 109Q: 3 clusters Score -1100331 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1100336.000000 Penalty: 3169.389160
	Iteration 110Q: 3 clusters Score -1100336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1100339.500000 Penalty: 3169.389160
	Iteration 111Q: 3 clusters Score -1100340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1100339.625000 Penalty: 3169.389160
	Iteration 112Q: 3 clusters Score -1100340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1100344.125000 Penalty: 3169.389160
	Iteration 113Q: 3 clusters Score -1100344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1100346.000000 Penalty: 3169.389160
	Iteration 114Q: 3 clusters Score -1100346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1100349.875000 Penalty: 3169.389160
	Iteration 115Q: 3 clusters Score -1100350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1100349.375000 Penalty: 3169.389160
	Iteration 116Q: 3 clusters Score -1100349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1100355.250000 Penalty: 3169.389160
	Iteration 117Q: 3 clusters Score -1100355 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1100361.500000 Penalty: 3169.389160
	Iteration 118Q: 3 clusters Score -1100362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1100366.750000 Penalty: 3169.389160
	Iteration 119Q: 3 clusters Score -1100367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1100371.250000 Penalty: 3169.389160
	Iteration 120F: 3 clusters Score -1100371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1100374.500000 Penalty: 3169.389160
	Iteration 121Q: 3 clusters Score -1100374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1100373.875000 Penalty: 3169.389160
	Iteration 122Q: 3 clusters Score -1100374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1100377.500000 Penalty: 3169.389160
	Iteration 123Q: 3 clusters Score -1100378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1100381.625000 Penalty: 3169.389160
	Iteration 124Q: 3 clusters Score -1100382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1100382.875000 Penalty: 3169.389160
	Iteration 125Q: 3 clusters Score -1100383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1100382.500000 Penalty: 3169.389160
	Iteration 126Q: 3 clusters Score -1100382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1100386.000000 Penalty: 3169.389160
	Iteration 127Q: 3 clusters Score -1100386 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1100397.625000 Penalty: 3169.389160
	Iteration 128Q: 3 clusters Score -1100398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1100406.375000 Penalty: 3169.389160
	Iteration 129Q: 3 clusters Score -1100406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1100410.000000 Penalty: 3169.389160
	Iteration 130Q: 3 clusters Score -1100410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1100416.750000 Penalty: 3169.389160
	Iteration 131Q: 3 clusters Score -1100417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1100414.250000 Penalty: 3169.389160
	Iteration 132Q: 3 clusters Score -1100414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1100423.375000 Penalty: 3169.389160
	Iteration 133Q: 3 clusters Score -1100423 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1100434 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1100446.375000 Penalty: 3169.389160
	Iteration 135Q: 3 clusters Score -1100446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1100453.375000 Penalty: 3169.389160
	Iteration 136Q: 3 clusters Score -1100453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1100461.625000 Penalty: 3169.389160
	Iteration 137Q: 3 clusters Score -1100462 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1100474.750000 Penalty: 3169.389160
	Iteration 138Q: 3 clusters Score -1100475 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1100486.000000 Penalty: 3169.389160
	Iteration 139Q: 3 clusters Score -1100486 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1100494.750000 Penalty: 3169.389160
	Iteration 140F: 3 clusters Score -1100495 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1100505.375000 Penalty: 3169.389160
	Iteration 141Q: 3 clusters Score -1100505 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1100513.125000 Penalty: 3169.389160
	Iteration 142Q: 3 clusters Score -1100513 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1100519.125000 Penalty: 3169.389160
	Iteration 143Q: 3 clusters Score -1100519 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1100532.750000 Penalty: 3169.389160
	Iteration 144Q: 3 clusters Score -1100533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1100540.625000 Penalty: 3169.389160
	Iteration 145Q: 3 clusters Score -1100541 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1100549.000000 Penalty: 3169.389160
	Iteration 146Q: 3 clusters Score -1100549 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1100563.000000 Penalty: 3169.389160
	Iteration 147Q: 3 clusters Score -1100563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1100570.375000 Penalty: 3169.389160
	Iteration 148Q: 3 clusters Score -1100570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1100577.750000 Penalty: 3169.389160
	Iteration 149Q: 3 clusters Score -1100578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1100586.125000 Penalty: 3169.389160
	Iteration 150Q: 3 clusters Score -1100586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1100594.750000 Penalty: 3169.389160
	Iteration 151Q: 3 clusters Score -1100595 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1100603.000000 Penalty: 3169.389160
	Iteration 152Q: 3 clusters Score -1100603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1100604.125000 Penalty: 3169.389160
	Iteration 153Q: 3 clusters Score -1100604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1100608.750000 Penalty: 3169.389160
	Iteration 154Q: 3 clusters Score -1100609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1100615.375000 Penalty: 3169.389160
	Iteration 155Q: 3 clusters Score -1100615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1100619.125000 Penalty: 3169.389160
	Iteration 156Q: 3 clusters Score -1100619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1100618.125000 Penalty: 3169.389160
	Iteration 157Q: 3 clusters Score -1100618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1100623.000000 Penalty: 3169.389160
	Iteration 158Q: 3 clusters Score -1100623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1100624.625000 Penalty: 3169.389160
	Iteration 159Q: 3 clusters Score -1100625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1100627.375000 Penalty: 3169.389160
	Iteration 160F: 3 clusters Score -1100627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1100629.750000 Penalty: 3169.389160
	Iteration 161Q: 3 clusters Score -1100630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1100631.875000 Penalty: 3169.389160
	Iteration 162Q: 3 clusters Score -1100632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1100632.875000 Penalty: 3169.389160
	Iteration 163Q: 3 clusters Score -1100633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1100636.125000 Penalty: 3169.389160
	Iteration 164Q: 3 clusters Score -1100636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1100641.125000 Penalty: 3169.389160
	Iteration 165Q: 3 clusters Score -1100641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1100644.125000 Penalty: 3169.389160
	Iteration 166Q: 3 clusters Score -1100644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1100649.375000 Penalty: 3169.389160
	Iteration 167Q: 3 clusters Score -1100649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1100650.750000 Penalty: 3169.389160
	Iteration 168Q: 3 clusters Score -1100651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1100657.375000 Penalty: 3169.389160
	Iteration 169Q: 3 clusters Score -1100657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1100658.875000 Penalty: 3169.389160
	Iteration 170Q: 3 clusters Score -1100659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1100662.000000 Penalty: 3169.389160
	Iteration 171Q: 3 clusters Score -1100662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1100663.750000 Penalty: 3169.389160
	Iteration 172Q: 3 clusters Score -1100664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1100669.375000 Penalty: 3169.389160
	Iteration 173Q: 3 clusters Score -1100669 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1100676.500000 Penalty: 3169.389160
	Iteration 174Q: 3 clusters Score -1100676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1100682.500000 Penalty: 3169.389160
	Iteration 175Q: 3 clusters Score -1100682 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1100682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1100687.375000 Penalty: 3169.389160
	Iteration 177Q: 3 clusters Score -1100687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1100690.125000 Penalty: 3169.389160
	Iteration 178Q: 3 clusters Score -1100690 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1100693.500000 Penalty: 3169.389160
	Iteration 179Q: 3 clusters Score -1100694 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1100696.625000 Penalty: 3169.389160
	Iteration 180F: 3 clusters Score -1100697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1100699.125000 Penalty: 3169.389160
	Iteration 181Q: 3 clusters Score -1100699 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1100702.375000 Penalty: 3169.389160
	Iteration 182Q: 3 clusters Score -1100702 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1100702 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1100702.625000 Penalty: 3169.389160
	Iteration 184Q: 3 clusters Score -1100703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1100702 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1100700.875000 Penalty: 3169.389160
	Iteration 186Q: 3 clusters Score -1100701 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1100702.875000 Penalty: 3169.389160
	Iteration 187Q: 3 clusters Score -1100703 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2079 members 
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Entering Unmasked Estep 
Score: -1100704.125000 Penalty: 3169.389160
	Iteration 188Q: 3 clusters Score -1100704 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1100706.125000 Penalty: 3169.389160
	Iteration 189Q: 3 clusters Score -1100706 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1100709.750000 Penalty: 3169.389160
	Iteration 190Q: 3 clusters Score -1100710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1100711.500000 Penalty: 3169.389160
	Iteration 191Q: 3 clusters Score -1100712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1100711.875000 Penalty: 3169.389160
	Iteration 192Q: 3 clusters Score -1100712 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1100713.750000 Penalty: 3169.389160
	Iteration 193Q: 3 clusters Score -1100714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1100712.875000 Penalty: 3169.389160
	Iteration 194Q: 3 clusters Score -1100713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1100712.875000 Penalty: 3169.389160
	Iteration 195Q: 3 clusters Score -1100713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1100717.875000 Penalty: 3169.389160
	Iteration 196Q: 3 clusters Score -1100718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -1100719.000000 Penalty: 3169.389160
	Iteration 197Q: 3 clusters Score -1100719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1100722.375000 Penalty: 3169.389160
	Iteration 198Q: 3 clusters Score -1100722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1100724.375000 Penalty: 3169.389160
	Iteration 199Q: 3 clusters Score -1100724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1100729.500000 Penalty: 3169.389160
	Iteration 200F: 3 clusters Score -1100730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1100733.000000 Penalty: 3169.389160
	Iteration 201Q: 3 clusters Score -1100733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1100734.625000 Penalty: 3169.389160
	Iteration 202Q: 3 clusters Score -1100735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1100738.625000 Penalty: 3169.389160
	Iteration 203Q: 3 clusters Score -1100739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1100744.250000 Penalty: 3169.389160
	Iteration 204Q: 3 clusters Score -1100744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1100746.500000 Penalty: 3169.389160
	Iteration 205Q: 3 clusters Score -1100746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1100752.625000 Penalty: 3169.389160
	Iteration 206Q: 3 clusters Score -1100753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1100760.375000 Penalty: 3169.389160
	Iteration 207Q: 3 clusters Score -1100760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1100761.625000 Penalty: 3169.389160
	Iteration 208Q: 3 clusters Score -1100762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1100764.500000 Penalty: 3169.389160
	Iteration 209Q: 3 clusters Score -1100764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1100767.625000 Penalty: 3169.389160
	Iteration 210Q: 3 clusters Score -1100768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1100776.125000 Penalty: 3169.389160
	Iteration 211Q: 3 clusters Score -1100776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1100780.000000 Penalty: 3169.389160
	Iteration 212Q: 3 clusters Score -1100780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1100783.375000 Penalty: 3169.389160
	Iteration 213Q: 3 clusters Score -1100783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1100784.625000 Penalty: 3169.389160
	Iteration 214Q: 3 clusters Score -1100785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1100785.625000 Penalty: 3169.389160
	Iteration 215Q: 3 clusters Score -1100786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1100787.000000 Penalty: 3169.389160
	Iteration 216Q: 3 clusters Score -1100787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1100786.250000 Penalty: 3169.389160
	Iteration 217Q: 3 clusters Score -1100786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1100787.500000 Penalty: 3169.389160
	Iteration 218Q: 3 clusters Score -1100788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1100791.250000 Penalty: 3169.389160
	Iteration 219Q: 3 clusters Score -1100791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1100791.875000 Penalty: 3169.389160
	Iteration 220F: 3 clusters Score -1100792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1100793.000000 Penalty: 3169.389160
	Iteration 221Q: 3 clusters Score -1100793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1100791.375000 Penalty: 3169.389160
	Iteration 222Q: 3 clusters Score -1100791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1100792.250000 Penalty: 3169.389160
	Iteration 223Q: 3 clusters Score -1100792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1100793.000000 Penalty: 3169.389160
	Iteration 224Q: 3 clusters Score -1100793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1100792.875000 Penalty: 3169.389160
	Iteration 225Q: 3 clusters Score -1100793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1100794.000000 Penalty: 3169.389160
	Iteration 226Q: 3 clusters Score -1100794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -1100794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1100795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1100794.750000 Penalty: 3169.389160
	Iteration 229F: 3 clusters Score -1100795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17113 members 
Mstep: Class 4 contains 56547 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 331476 members 
Mstep: Class 8 contains 20546 members 
Mstep: Class 10 contains 7695 members 
Mstep: Class 12 contains 57064 members 
Mstep: Class 14 contains 138049 members 
Mstep: Class 15 contains 18847 members 
Mstep: Class 17 contains 4571 members 
Mstep: Class 19 contains 10544 members 
Mstep: Class 21 contains 17188 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 159Q: 15 clusters Score -4.179158e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17107 members 
Mstep: Class 4 contains 56510 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 331612 members 
Mstep: Class 8 contains 20539 members 
Mstep: Class 10 contains 7695 members 
Mstep: Class 12 contains 57022 members 
Mstep: Class 14 contains 137998 members 
Mstep: Class 15 contains 18846 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 19 contains 10554 members 
Mstep: Class 21 contains 17186 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 15 clusters Score -4.179154e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17102 members 
Mstep: Class 4 contains 56482 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 331734 members 
Mstep: Class 8 contains 20533 members 
Mstep: Class 10 contains 7695 members 
Mstep: Class 12 contains 56982 members 
Mstep: Class 14 contains 137954 members 
Mstep: Class 15 contains 18845 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 19 contains 10561 members 
Mstep: Class 21 contains 17180 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 15 clusters Score -4.17915e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17096 members 
Mstep: Class 4 contains 56455 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 331867 members 
Mstep: Class 8 contains 20520 members 
Mstep: Class 10 contains 7695 members 
Mstep: Class 12 contains 56933 members 
Mstep: Class 14 contains 137912 members 
Mstep: Class 15 contains 18845 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 19 contains 10571 members 
Mstep: Class 21 contains 17173 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 15 clusters Score -4.17915e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17084 members 
Mstep: Class 4 contains 56436 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 331992 members 
Mstep: Class 8 contains 20509 members 
Mstep: Class 10 contains 7696 members 
Mstep: Class 12 contains 56895 members 
Mstep: Class 14 contains 137871 members 
Mstep: Class 15 contains 18846 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 19 contains 10573 members 
Mstep: Class 21 contains 17165 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 15 clusters Score -4.179156e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17069 members 
Mstep: Class 4 contains 56421 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 332126 members 
Mstep: Class 8 contains 20497 members 
Mstep: Class 10 contains 7696 members 
Mstep: Class 12 contains 56847 members 
Mstep: Class 14 contains 137834 members 
Mstep: Class 15 contains 18844 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 19 contains 10574 members 
Mstep: Class 21 contains 17159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791544.000000 Penalty: 30561.902344
Iteration 164Q: 15 clusters Score -4.179154e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17046 members 
Mstep: Class 4 contains 56400 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 332262 members 
Mstep: Class 8 contains 20492 members 
Mstep: Class 10 contains 7696 members 
Mstep: Class 12 contains 56789 members 
Mstep: Class 14 contains 137806 members 
Mstep: Class 15 contains 18844 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 19 contains 10576 members 
Mstep: Class 21 contains 17157 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 15 clusters Score -4.179155e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17035 members 
Mstep: Class 4 contains 56376 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 332385 members 
Mstep: Class 8 contains 20486 members 
Mstep: Class 10 contains 7696 members 
Mstep: Class 12 contains 56738 members 
Mstep: Class 14 contains 137774 members 
Mstep: Class 15 contains 18847 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 19 contains 10578 members 
Mstep: Class 21 contains 17154 members 
Entering Unmasked Estep 
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Iteration 166Q: 15 clusters Score -4.179152e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17026 members 
Mstep: Class 4 contains 56350 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 332503 members 
Mstep: Class 8 contains 20473 members 
Mstep: Class 10 contains 7696 members 
Mstep: Class 12 contains 56695 members 
Mstep: Class 14 contains 137746 members 
Mstep: Class 15 contains 18850 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 19 contains 10579 members 
Mstep: Class 21 contains 17150 members 
Entering Unmasked Estep 
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Score: -41791516.000000 Penalty: 30561.902344
Iteration 167Q: 15 clusters Score -4.179152e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17011 members 
Mstep: Class 4 contains 56324 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 332610 members 
Mstep: Class 8 contains 20462 members 
Mstep: Class 10 contains 7696 members 
Mstep: Class 12 contains 56664 members 
Mstep: Class 14 contains 137724 members 
Mstep: Class 15 contains 18853 members 
Mstep: Class 17 contains 4570 members 
Mstep: Class 19 contains 10579 members 
Mstep: Class 21 contains 17145 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 15 clusters Score -4.179149e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 17003 members 
Mstep: Class 4 contains 56296 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 332720 members 
Mstep: Class 8 contains 20452 members 
Mstep: Class 10 contains 7695 members 
Mstep: Class 12 contains 56634 members 
Mstep: Class 14 contains 137698 members 
Mstep: Class 15 contains 18853 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10581 members 
Mstep: Class 21 contains 17137 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 15 clusters Score -4.179149e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16999 members 
Mstep: Class 4 contains 56280 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 332814 members 
Mstep: Class 8 contains 20441 members 
Mstep: Class 10 contains 7695 members 
Mstep: Class 12 contains 56596 members 
Mstep: Class 14 contains 137674 members 
Mstep: Class 15 contains 18854 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10584 members 
Mstep: Class 21 contains 17132 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 170Q: 15 clusters Score -4.179149e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16994 members 
Mstep: Class 4 contains 56266 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 332905 members 
Mstep: Class 8 contains 20431 members 
Mstep: Class 10 contains 7695 members 
Mstep: Class 12 contains 56562 members 
Mstep: Class 14 contains 137653 members 
Mstep: Class 15 contains 18853 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10585 members 
Mstep: Class 21 contains 17125 members 
Entering Unmasked Estep 
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Score: -41791572.000000 Penalty: 30561.902344
Iteration 171Q: 15 clusters Score -4.179157e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16992 members 
Mstep: Class 4 contains 56250 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 332987 members 
Mstep: Class 8 contains 20424 members 
Mstep: Class 10 contains 7696 members 
Mstep: Class 12 contains 56536 members 
Mstep: Class 14 contains 137623 members 
Mstep: Class 15 contains 18853 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10586 members 
Mstep: Class 21 contains 17122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791572.000000 Penalty: 30561.902344
Iteration 172Q: 15 clusters Score -4.179157e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16989 members 
Mstep: Class 4 contains 56239 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 333058 members 
Mstep: Class 8 contains 20414 members 
Mstep: Class 10 contains 7697 members 
Mstep: Class 12 contains 56513 members 
Mstep: Class 14 contains 137599 members 
Mstep: Class 15 contains 18852 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10587 members 
Mstep: Class 21 contains 17121 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 15 clusters Score -4.179152e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16985 members 
Mstep: Class 4 contains 56228 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 333121 members 
Mstep: Class 8 contains 20403 members 
Mstep: Class 10 contains 7697 members 
Mstep: Class 12 contains 56500 members 
Mstep: Class 14 contains 137574 members 
Mstep: Class 15 contains 18852 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10588 members 
Mstep: Class 21 contains 17121 members 
Entering Unmasked Estep 
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Iteration 174Q: 15 clusters Score -4.179155e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16980 members 
Mstep: Class 4 contains 56218 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 333177 members 
Mstep: Class 8 contains 20392 members 
Mstep: Class 10 contains 7697 members 
Mstep: Class 12 contains 56485 members 
Mstep: Class 14 contains 137558 members 
Mstep: Class 15 contains 18853 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10589 members 
Mstep: Class 21 contains 17120 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 15 clusters Score -4.179157e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16974 members 
Mstep: Class 4 contains 56204 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 333240 members 
Mstep: Class 8 contains 20383 members 
Mstep: Class 10 contains 7697 members 
Mstep: Class 12 contains 56472 members 
Mstep: Class 14 contains 137539 members 
Mstep: Class 15 contains 18854 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10589 members 
Mstep: Class 21 contains 17117 members 
Entering Unmasked Estep 
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Iteration 176Q: 15 clusters Score -4.179162e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16967 members 
Mstep: Class 4 contains 56191 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 333302 members 
Mstep: Class 8 contains 20375 members 
Mstep: Class 10 contains 7697 members 
Mstep: Class 12 contains 56458 members 
Mstep: Class 14 contains 137521 members 
Mstep: Class 15 contains 18854 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10590 members 
Mstep: Class 21 contains 17114 members 
Entering Unmasked Estep 
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Iteration 177Q: 15 clusters Score -4.179161e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16959 members 
Mstep: Class 4 contains 56183 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 333360 members 
Mstep: Class 8 contains 20365 members 
Mstep: Class 10 contains 7697 members 
Mstep: Class 12 contains 56446 members 
Mstep: Class 14 contains 137503 members 
Mstep: Class 15 contains 18854 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10589 members 
Mstep: Class 21 contains 17113 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 15 clusters Score -4.179164e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16954 members 
Mstep: Class 4 contains 56173 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 333416 members 
Mstep: Class 8 contains 20354 members 
Mstep: Class 10 contains 7697 members 
Mstep: Class 12 contains 56438 members 
Mstep: Class 14 contains 137483 members 
Mstep: Class 15 contains 18854 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10589 members 
Mstep: Class 21 contains 17111 members 
Entering Unmasked Estep 
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Iteration 179Q: 15 clusters Score -4.179164e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16948 members 
Mstep: Class 4 contains 56164 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 333460 members 
Mstep: Class 8 contains 20344 members 
Mstep: Class 10 contains 7697 members 
Mstep: Class 12 contains 56433 members 
Mstep: Class 14 contains 137469 members 
Mstep: Class 15 contains 18854 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10589 members 
Mstep: Class 21 contains 17111 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 15 clusters Score -4.179167e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16944 members 
Mstep: Class 4 contains 56150 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 333504 members 
Mstep: Class 8 contains 20334 members 
Mstep: Class 10 contains 7697 members 
Mstep: Class 12 contains 56430 members 
Mstep: Class 14 contains 137455 members 
Mstep: Class 15 contains 18854 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10590 members 
Mstep: Class 21 contains 17111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791628.000000 Penalty: 30561.902344
Iteration 181Q: 15 clusters Score -4.179163e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16941 members 
Mstep: Class 4 contains 56132 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 333557 members 
Mstep: Class 8 contains 20323 members 
Mstep: Class 10 contains 7697 members 
Mstep: Class 12 contains 56423 members 
Mstep: Class 14 contains 137441 members 
Mstep: Class 15 contains 18854 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10592 members 
Mstep: Class 21 contains 17110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791688.000000 Penalty: 30561.902344
Iteration 182Q: 15 clusters Score -4.179169e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16936 members 
Mstep: Class 4 contains 56114 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 333614 members 
Mstep: Class 8 contains 20317 members 
Mstep: Class 10 contains 7697 members 
Mstep: Class 12 contains 56415 members 
Mstep: Class 14 contains 137424 members 
Mstep: Class 15 contains 18854 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10592 members 
Mstep: Class 21 contains 17108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791652.000000 Penalty: 30561.902344
Iteration 183Q: 15 clusters Score -4.179165e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16929 members 
Mstep: Class 4 contains 56095 members 
Mstep: Class 5 contains 1164 members 
Mstep: Class 6 contains 333678 members 
Mstep: Class 8 contains 20310 members 
Mstep: Class 10 contains 7698 members 
Mstep: Class 12 contains 56408 members 
Mstep: Class 14 contains 137401 members 
Mstep: Class 15 contains 18856 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10591 members 
Mstep: Class 21 contains 17107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791692.000000 Penalty: 30561.902344
Iteration 184Q: 15 clusters Score -4.179169e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16923 members 
Mstep: Class 4 contains 56073 members 
Mstep: Class 5 contains 1164 members 
Mstep: Class 6 contains 333734 members 
Mstep: Class 8 contains 20301 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 12 contains 56404 members 
Mstep: Class 14 contains 137384 members 
Mstep: Class 15 contains 18857 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10591 members 
Mstep: Class 21 contains 17107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791712.000000 Penalty: 30561.902344
Iteration 185Q: 15 clusters Score -4.179171e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16922 members 
Mstep: Class 4 contains 56058 members 
Mstep: Class 5 contains 1165 members 
Mstep: Class 6 contains 333775 members 
Mstep: Class 8 contains 20291 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 12 contains 56400 members 
Mstep: Class 14 contains 137370 members 
Mstep: Class 15 contains 18857 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10593 members 
Mstep: Class 21 contains 17107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791744.000000 Penalty: 30561.902344
Iteration 186Q: 15 clusters Score -4.179174e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16914 members 
Mstep: Class 4 contains 56048 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 333811 members 
Mstep: Class 8 contains 20286 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 12 contains 56399 members 
Mstep: Class 14 contains 137354 members 
Mstep: Class 15 contains 18857 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10596 members 
Mstep: Class 21 contains 17107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791744.000000 Penalty: 30561.902344
Iteration 187Q: 15 clusters Score -4.179174e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16910 members 
Mstep: Class 4 contains 56033 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 333853 members 
Mstep: Class 8 contains 20275 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 12 contains 56399 members 
Mstep: Class 14 contains 137340 members 
Mstep: Class 15 contains 18857 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10598 members 
Mstep: Class 21 contains 17106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791688.000000 Penalty: 30561.902344
Iteration 188Q: 15 clusters Score -4.179169e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16906 members 
Mstep: Class 4 contains 56020 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 333886 members 
Mstep: Class 8 contains 20270 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 12 contains 56397 members 
Mstep: Class 14 contains 137331 members 
Mstep: Class 15 contains 18857 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10600 members 
Mstep: Class 21 contains 17105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791740.000000 Penalty: 30561.902344
Iteration 189Q: 15 clusters Score -4.179174e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16904 members 
Mstep: Class 4 contains 56001 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 333920 members 
Mstep: Class 8 contains 20267 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 12 contains 56393 members 
Mstep: Class 14 contains 137327 members 
Mstep: Class 15 contains 18857 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10599 members 
Mstep: Class 21 contains 17104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791720.000000 Penalty: 30561.902344
Iteration 190Q: 15 clusters Score -4.179172e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16898 members 
Mstep: Class 4 contains 55979 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 333964 members 
Mstep: Class 8 contains 20263 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 12 contains 56389 members 
Mstep: Class 14 contains 137322 members 
Mstep: Class 15 contains 18857 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10597 members 
Mstep: Class 21 contains 17103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791732.000000 Penalty: 30561.902344
Iteration 191Q: 15 clusters Score -4.179173e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16894 members 
Mstep: Class 4 contains 55966 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 333995 members 
Mstep: Class 8 contains 20262 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 12 contains 56381 members 
Mstep: Class 14 contains 137314 members 
Mstep: Class 15 contains 18858 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10599 members 
Mstep: Class 21 contains 17103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791764.000000 Penalty: 30561.902344
Iteration 192Q: 15 clusters Score -4.179176e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16891 members 
Mstep: Class 4 contains 55954 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 334024 members 
Mstep: Class 8 contains 20260 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 12 contains 56375 members 
Mstep: Class 14 contains 137308 members 
Mstep: Class 15 contains 18858 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10601 members 
Mstep: Class 21 contains 17101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791784.000000 Penalty: 30561.902344
Iteration 193Q: 15 clusters Score -4.179178e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16890 members 
Mstep: Class 4 contains 55938 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334052 members 
Mstep: Class 8 contains 20259 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 12 contains 56369 members 
Mstep: Class 14 contains 137301 members 
Mstep: Class 15 contains 18859 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10603 members 
Mstep: Class 21 contains 17100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791800.000000 Penalty: 30561.902344
Iteration 194Q: 15 clusters Score -4.17918e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16890 members 
Mstep: Class 4 contains 55921 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334094 members 
Mstep: Class 8 contains 20256 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 12 contains 56366 members 
Mstep: Class 14 contains 137282 members 
Mstep: Class 15 contains 18858 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10605 members 
Mstep: Class 21 contains 17099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791804.000000 Penalty: 30561.902344
Iteration 195Q: 15 clusters Score -4.17918e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16890 members 
Mstep: Class 4 contains 55908 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334128 members 
Mstep: Class 8 contains 20254 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 12 contains 56359 members 
Mstep: Class 14 contains 137271 members 
Mstep: Class 15 contains 18858 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10605 members 
Mstep: Class 21 contains 17098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791812.000000 Penalty: 30561.902344
Iteration 196Q: 15 clusters Score -4.179181e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16889 members 
Mstep: Class 4 contains 55890 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334161 members 
Mstep: Class 8 contains 20251 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 12 contains 56357 members 
Mstep: Class 14 contains 137261 members 
Mstep: Class 15 contains 18859 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10605 members 
Mstep: Class 21 contains 17098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791788.000000 Penalty: 30561.902344
Iteration 197Q: 15 clusters Score -4.179179e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16887 members 
Mstep: Class 4 contains 55879 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334201 members 
Mstep: Class 8 contains 20248 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 12 contains 56352 members 
Mstep: Class 14 contains 137242 members 
Mstep: Class 15 contains 18859 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10605 members 
Mstep: Class 21 contains 17098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791784.000000 Penalty: 30561.902344
Iteration 198Q: 15 clusters Score -4.179178e+07 nChanged 47
Entering ConstructFrom: 
Score: -41791784.000000 Penalty: 30561.902344
Entering ConstructFrom: 
Trying to split cluster 1 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -76083.609375 Penalty: 1151.458984
	Iteration 0F: 2 clusters Score -76083.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -74488.460938 Penalty: 2302.917969
	Iteration 0F: 3 clusters Score -74488.46 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -74752.187500 Penalty: 2302.917969
	Iteration 1F: 3 clusters Score -74752.19 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -74824.554688 Penalty: 2302.917969
	Iteration 2F: 3 clusters Score -74824.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -74860.609375 Penalty: 2302.917969
	Iteration 3Q: 3 clusters Score -74860.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -74887.445312 Penalty: 2302.917969
	Iteration 4Q: 3 clusters Score -74887.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -74908.226562 Penalty: 2302.917969
	Iteration 5Q: 3 clusters Score -74908.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -74921.203125 Penalty: 2302.917969
	Iteration 6Q: 3 clusters Score -74921.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -74926.781250 Penalty: 2302.917969
	Iteration 7Q: 3 clusters Score -74926.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -74931.000000 Penalty: 2302.917969
	Iteration 8Q: 3 clusters Score -74931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -74934.921875 Penalty: 2302.917969
	Iteration 9Q: 3 clusters Score -74934.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -74942.398438 Penalty: 2302.917969
	Iteration 10Q: 3 clusters Score -74942.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -74946.914062 Penalty: 2302.917969
	Iteration 11Q: 3 clusters Score -74946.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -74953.015625 Penalty: 2302.917969
	Iteration 12Q: 3 clusters Score -74953.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -74957.968750 Penalty: 2302.917969
	Iteration 13Q: 3 clusters Score -74957.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -74966.765625 Penalty: 2302.917969
	Iteration 14Q: 3 clusters Score -74966.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -74973.140625 Penalty: 2302.917969
	Iteration 15Q: 3 clusters Score -74973.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -74978.515625 Penalty: 2302.917969
	Iteration 16Q: 3 clusters Score -74978.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -74982.046875 Penalty: 2302.917969
	Iteration 17Q: 3 clusters Score -74982.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -74983.382812 Penalty: 2302.917969
	Iteration 18Q: 3 clusters Score -74983.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -74983.382812 Penalty: 2302.917969
	Iteration 19F: 3 clusters Score -74983.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -43192.925781 Penalty: 1062.447754
	Iteration 0F: 2 clusters Score -43192.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -41957.746094 Penalty: 2124.895508
	Iteration 0F: 3 clusters Score -41957.75 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -42119.738281 Penalty: 2124.895508
	Iteration 1F: 3 clusters Score -42119.74 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -42166.496094 Penalty: 2124.895508
	Iteration 2F: 3 clusters Score -42166.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -42184.453125 Penalty: 2124.895508
	Iteration 3Q: 3 clusters Score -42184.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -42191.593750 Penalty: 2124.895508
	Iteration 4Q: 3 clusters Score -42191.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -42202.937500 Penalty: 2124.895508
	Iteration 5Q: 3 clusters Score -42202.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -42214.277344 Penalty: 2124.895508
	Iteration 6Q: 3 clusters Score -42214.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -42221.644531 Penalty: 2124.895508
	Iteration 7Q: 3 clusters Score -42221.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -42224.238281 Penalty: 2124.895508
	Iteration 8Q: 3 clusters Score -42224.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -42227.839844 Penalty: 2124.895508
	Iteration 9Q: 3 clusters Score -42227.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -42229.945312 Penalty: 2124.895508
	Iteration 10Q: 3 clusters Score -42229.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -42230.503906 Penalty: 2124.895508
	Iteration 11Q: 3 clusters Score -42230.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -42230.503906 Penalty: 2124.895508
	Iteration 12F: 3 clusters Score -42230.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Entering Unmasked Estep 
Score: -1093693.250000 Penalty: 1581.814087
	Iteration 0F: 2 clusters Score -1093693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1082081.250000 Penalty: 3163.628174
	Iteration 0F: 3 clusters Score -1082081 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1086134.500000 Penalty: 3163.628174
	Iteration 1F: 3 clusters Score -1086134 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1086483.250000 Penalty: 3163.628174
	Iteration 2F: 3 clusters Score -1086483 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1086880.125000 Penalty: 3163.628174
	Iteration 3F: 3 clusters Score -1086880 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1087419.000000 Penalty: 3163.628174
	Iteration 4F: 3 clusters Score -1087419 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1088172.625000 Penalty: 3163.628174
	Iteration 5F: 3 clusters Score -1088173 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1089135.625000 Penalty: 3163.628174
	Iteration 6F: 3 clusters Score -1089136 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1090157.750000 Penalty: 3163.628174
	Iteration 7F: 3 clusters Score -1090158 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1090996.000000 Penalty: 3163.628174
	Iteration 8F: 3 clusters Score -1090996 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1091556.375000 Penalty: 3163.628174
	Iteration 9Q: 3 clusters Score -1091556 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1091904.000000 Penalty: 3163.628174
	Iteration 10Q: 3 clusters Score -1091904 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1092074.375000 Penalty: 3163.628174
	Iteration 11Q: 3 clusters Score -1092074 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1092172.250000 Penalty: 3163.628174
	Iteration 12Q: 3 clusters Score -1092172 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1092232.125000 Penalty: 3163.628174
	Iteration 13Q: 3 clusters Score -1092232 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1092273.125000 Penalty: 3163.628174
	Iteration 14Q: 3 clusters Score -1092273 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1092306.375000 Penalty: 3163.628174
	Iteration 15Q: 3 clusters Score -1092306 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1092329.250000 Penalty: 3163.628174
	Iteration 16Q: 3 clusters Score -1092329 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1092360.250000 Penalty: 3163.628174
	Iteration 17Q: 3 clusters Score -1092360 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -1092382.375000 Penalty: 3163.628174
	Iteration 18Q: 3 clusters Score -1092382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -1092396.875000 Penalty: 3163.628174
	Iteration 19Q: 3 clusters Score -1092397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1092410.250000 Penalty: 3163.628174
	Iteration 20F: 3 clusters Score -1092410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1092425.625000 Penalty: 3163.628174
	Iteration 21Q: 3 clusters Score -1092426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -1092437.875000 Penalty: 3163.628174
	Iteration 22Q: 3 clusters Score -1092438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1092448.000000 Penalty: 3163.628174
	Iteration 23Q: 3 clusters Score -1092448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1092451.125000 Penalty: 3163.628174
	Iteration 24Q: 3 clusters Score -1092451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1092453.375000 Penalty: 3163.628174
	Iteration 25Q: 3 clusters Score -1092453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1092459.125000 Penalty: 3163.628174
	Iteration 26Q: 3 clusters Score -1092459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1092465.500000 Penalty: 3163.628174
	Iteration 27Q: 3 clusters Score -1092466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1092467.125000 Penalty: 3163.628174
	Iteration 28Q: 3 clusters Score -1092467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1092470.875000 Penalty: 3163.628174
	Iteration 29Q: 3 clusters Score -1092471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1092473.625000 Penalty: 3163.628174
	Iteration 30Q: 3 clusters Score -1092474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -1092478.125000 Penalty: 3163.628174
	Iteration 31Q: 3 clusters Score -1092478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1092479.625000 Penalty: 3163.628174
	Iteration 32Q: 3 clusters Score -1092480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1092484.500000 Penalty: 3163.628174
	Iteration 33Q: 3 clusters Score -1092484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -1092488.250000 Penalty: 3163.628174
	Iteration 34Q: 3 clusters Score -1092488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1092491.500000 Penalty: 3163.628174
	Iteration 35Q: 3 clusters Score -1092492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1092496.000000 Penalty: 3163.628174
	Iteration 36Q: 3 clusters Score -1092496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1092496.750000 Penalty: 3163.628174
	Iteration 37Q: 3 clusters Score -1092497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1092496.500000 Penalty: 3163.628174
	Iteration 38Q: 3 clusters Score -1092496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1092497.375000 Penalty: 3163.628174
	Iteration 39Q: 3 clusters Score -1092497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1092500.000000 Penalty: 3163.628174
	Iteration 40F: 3 clusters Score -1092500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -1092502.875000 Penalty: 3163.628174
	Iteration 41Q: 3 clusters Score -1092503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -1092503.125000 Penalty: 3163.628174
	Iteration 42Q: 3 clusters Score -1092503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -1092503.625000 Penalty: 3163.628174
	Iteration 43Q: 3 clusters Score -1092504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -1092505.125000 Penalty: 3163.628174
	Iteration 44Q: 3 clusters Score -1092505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -1092505.125000 Penalty: 3163.628174
	Iteration 45F: 3 clusters Score -1092505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Entering Unmasked Estep 
Score: -3582282.000000 Penalty: 1776.246338
	Iteration 0F: 2 clusters Score -3582282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -3544825.750000 Penalty: 3552.492676
	Iteration 0F: 3 clusters Score -3544826 nChanged 26365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -3560064.750000 Penalty: 3552.492676
	Iteration 1F: 3 clusters Score -3560065 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3560662.750000 Penalty: 3552.492676
	Iteration 2Q: 3 clusters Score -3560663 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -3561461.000000 Penalty: 3552.492676
	Iteration 3Q: 3 clusters Score -3561461 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -3562630.750000 Penalty: 3552.492676
	Iteration 4Q: 3 clusters Score -3562631 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -3564255.500000 Penalty: 3552.492676
	Iteration 5F: 3 clusters Score -3564256 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3566564.750000 Penalty: 3552.492676
	Iteration 6F: 3 clusters Score -3566565 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -3569499.500000 Penalty: 3552.492676
	Iteration 7F: 3 clusters Score -3569500 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3572437.250000 Penalty: 3552.492676
	Iteration 8F: 3 clusters Score -3572437 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -3574255.250000 Penalty: 3552.492676
	Iteration 9Q: 3 clusters Score -3574255 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3575220.000000 Penalty: 3552.492676
	Iteration 10Q: 3 clusters Score -3575220 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -3575887.000000 Penalty: 3552.492676
	Iteration 11Q: 3 clusters Score -3575887 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -3576462.000000 Penalty: 3552.492676
	Iteration 12Q: 3 clusters Score -3576462 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -3577045.000000 Penalty: 3552.492676
	Iteration 13Q: 3 clusters Score -3577045 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3577523.750000 Penalty: 3552.492676
	Iteration 14Q: 3 clusters Score -3577524 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3577958.500000 Penalty: 3552.492676
	Iteration 15Q: 3 clusters Score -3577958 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -3578285.000000 Penalty: 3552.492676
	Iteration 16Q: 3 clusters Score -3578285 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -3578577.500000 Penalty: 3552.492676
	Iteration 17Q: 3 clusters Score -3578578 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -3578846.500000 Penalty: 3552.492676
	Iteration 18Q: 3 clusters Score -3578846 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -3579098.250000 Penalty: 3552.492676
	Iteration 19Q: 3 clusters Score -3579098 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -3579283.750000 Penalty: 3552.492676
	Iteration 20F: 3 clusters Score -3579284 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -3579406.750000 Penalty: 3552.492676
	Iteration 21Q: 3 clusters Score -3579407 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -3579536.250000 Penalty: 3552.492676
	Iteration 22Q: 3 clusters Score -3579536 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -3579649.500000 Penalty: 3552.492676
	Iteration 23Q: 3 clusters Score -3579650 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -3579772.750000 Penalty: 3552.492676
	Iteration 24Q: 3 clusters Score -3579773 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -3579847.000000 Penalty: 3552.492676
	Iteration 25Q: 3 clusters Score -3579847 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3579902.250000 Penalty: 3552.492676
	Iteration 26Q: 3 clusters Score -3579902 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3579981.500000 Penalty: 3552.492676
	Iteration 27Q: 3 clusters Score -3579982 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3580047.250000 Penalty: 3552.492676
	Iteration 28Q: 3 clusters Score -3580047 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3580099.250000 Penalty: 3552.492676
	Iteration 29Q: 3 clusters Score -3580099 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3580146.500000 Penalty: 3552.492676
	Iteration 30Q: 3 clusters Score -3580146 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3580173.500000 Penalty: 3552.492676
	Iteration 31Q: 3 clusters Score -3580174 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3580210.750000 Penalty: 3552.492676
	Iteration 32Q: 3 clusters Score -3580211 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3580238.250000 Penalty: 3552.492676
	Iteration 33Q: 3 clusters Score -3580238 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3580262.000000 Penalty: 3552.492676
	Iteration 34Q: 3 clusters Score -3580262 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3580291.250000 Penalty: 3552.492676
	Iteration 35Q: 3 clusters Score -3580291 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3580313.250000 Penalty: 3552.492676
	Iteration 36Q: 3 clusters Score -3580313 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3580337.750000 Penalty: 3552.492676
	Iteration 37Q: 3 clusters Score -3580338 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3580356.500000 Penalty: 3552.492676
	Iteration 38Q: 3 clusters Score -3580356 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3580373.250000 Penalty: 3552.492676
	Iteration 39Q: 3 clusters Score -3580373 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3580406.500000 Penalty: 3552.492676
	Iteration 40F: 3 clusters Score -3580406 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3580423.250000 Penalty: 3552.492676
	Iteration 41Q: 3 clusters Score -3580423 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3580445.000000 Penalty: 3552.492676
	Iteration 42Q: 3 clusters Score -3580445 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3580452.250000 Penalty: 3552.492676
	Iteration 43Q: 3 clusters Score -3580452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3580469.000000 Penalty: 3552.492676
	Iteration 44Q: 3 clusters Score -3580469 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3580476.000000 Penalty: 3552.492676
	Iteration 45Q: 3 clusters Score -3580476 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3580486.000000 Penalty: 3552.492676
	Iteration 46Q: 3 clusters Score -3580486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3580509.750000 Penalty: 3552.492676
	Iteration 47Q: 3 clusters Score -3580510 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3580535.000000 Penalty: 3552.492676
	Iteration 48Q: 3 clusters Score -3580535 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3580559.000000 Penalty: 3552.492676
	Iteration 49Q: 3 clusters Score -3580559 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3580571.500000 Penalty: 3552.492676
	Iteration 50Q: 3 clusters Score -3580572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3580584.500000 Penalty: 3552.492676
	Iteration 51Q: 3 clusters Score -3580584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3580596.500000 Penalty: 3552.492676
	Iteration 52Q: 3 clusters Score -3580596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3580605.750000 Penalty: 3552.492676
	Iteration 53Q: 3 clusters Score -3580606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3580608.000000 Penalty: 3552.492676
	Iteration 54Q: 3 clusters Score -3580608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3580616.000000 Penalty: 3552.492676
	Iteration 55Q: 3 clusters Score -3580616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3580628.500000 Penalty: 3552.492676
	Iteration 56Q: 3 clusters Score -3580628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3580640.750000 Penalty: 3552.492676
	Iteration 57Q: 3 clusters Score -3580641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3580647.250000 Penalty: 3552.492676
	Iteration 58Q: 3 clusters Score -3580647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3580655.250000 Penalty: 3552.492676
	Iteration 59Q: 3 clusters Score -3580655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3580658.250000 Penalty: 3552.492676
	Iteration 60F: 3 clusters Score -3580658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3580669.750000 Penalty: 3552.492676
	Iteration 61Q: 3 clusters Score -3580670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3580680.000000 Penalty: 3552.492676
	Iteration 62Q: 3 clusters Score -3580680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3580691.500000 Penalty: 3552.492676
	Iteration 63Q: 3 clusters Score -3580692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3580697.250000 Penalty: 3552.492676
	Iteration 64Q: 3 clusters Score -3580697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3580701.000000 Penalty: 3552.492676
	Iteration 65Q: 3 clusters Score -3580701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3580703.000000 Penalty: 3552.492676
	Iteration 66Q: 3 clusters Score -3580703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3580710.000000 Penalty: 3552.492676
	Iteration 67Q: 3 clusters Score -3580710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3580716.250000 Penalty: 3552.492676
	Iteration 68Q: 3 clusters Score -3580716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3580720.750000 Penalty: 3552.492676
	Iteration 69Q: 3 clusters Score -3580721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3580728.000000 Penalty: 3552.492676
	Iteration 70Q: 3 clusters Score -3580728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3580733.750000 Penalty: 3552.492676
	Iteration 71Q: 3 clusters Score -3580734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3580740.000000 Penalty: 3552.492676
	Iteration 72Q: 3 clusters Score -3580740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3580741.750000 Penalty: 3552.492676
	Iteration 73Q: 3 clusters Score -3580742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3580741.750000 Penalty: 3552.492676
	Iteration 74Q: 3 clusters Score -3580742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3580742.750000 Penalty: 3552.492676
	Iteration 75Q: 3 clusters Score -3580743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3580742.750000 Penalty: 3552.492676
	Iteration 76Q: 3 clusters Score -3580743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3580743.500000 Penalty: 3552.492676
	Iteration 77Q: 3 clusters Score -3580744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3580744.250000 Penalty: 3552.492676
	Iteration 78Q: 3 clusters Score -3580744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3580751.750000 Penalty: 3552.492676
	Iteration 79Q: 3 clusters Score -3580752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3580746.500000 Penalty: 3552.492676
	Iteration 80F: 3 clusters Score -3580746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3580746.750000 Penalty: 3552.492676
	Iteration 81Q: 3 clusters Score -3580747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3580744.500000 Penalty: 3552.492676
	Iteration 82Q: 3 clusters Score -3580744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3580748.000000 Penalty: 3552.492676
	Iteration 83Q: 3 clusters Score -3580748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3580746.000000 Penalty: 3552.492676
	Iteration 84Q: 3 clusters Score -3580746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3580744.250000 Penalty: 3552.492676
	Iteration 85Q: 3 clusters Score -3580744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3580744.250000 Penalty: 3552.492676
	Iteration 86F: 3 clusters Score -3580744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -71649.437500 Penalty: 1147.606079
	Iteration 0F: 2 clusters Score -71649.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -70079.359375 Penalty: 2295.212158
	Iteration 0F: 3 clusters Score -70079.36 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -70343.679688 Penalty: 2295.212158
	Iteration 1F: 3 clusters Score -70343.68 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -70433.476562 Penalty: 2295.212158
	Iteration 2F: 3 clusters Score -70433.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -70484.953125 Penalty: 2295.212158
	Iteration 3Q: 3 clusters Score -70484.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -70517.062500 Penalty: 2295.212158
	Iteration 4Q: 3 clusters Score -70517.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -70538.148438 Penalty: 2295.212158
	Iteration 5Q: 3 clusters Score -70538.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -70560.796875 Penalty: 2295.212158
	Iteration 6Q: 3 clusters Score -70560.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -70572.734375 Penalty: 2295.212158
	Iteration 7Q: 3 clusters Score -70572.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -70583.914062 Penalty: 2295.212158
	Iteration 8Q: 3 clusters Score -70583.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -70591.843750 Penalty: 2295.212158
	Iteration 9Q: 3 clusters Score -70591.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -70595.632812 Penalty: 2295.212158
	Iteration 10Q: 3 clusters Score -70595.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -70596.085938 Penalty: 2295.212158
	Iteration 11Q: 3 clusters Score -70596.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -70596.085938 Penalty: 2295.212158
	Iteration 12F: 3 clusters Score -70596.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (334246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334246 members 
Entering Unmasked Estep 
Score: -20779050.000000 Penalty: 2066.940186
	Iteration 0F: 2 clusters Score -2.077905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167127 members 
Mstep: Class 2 contains 167119 members 
Entering Unmasked Estep 
Score: -20553104.000000 Penalty: 4133.880371
	Iteration 0F: 3 clusters Score -2.05531e+07 nChanged 163515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169782 members 
Mstep: Class 2 contains 164464 members 
Entering Unmasked Estep 
Score: -20650386.000000 Penalty: 4133.880371
	Iteration 1F: 3 clusters Score -2.065039e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171186 members 
Mstep: Class 2 contains 163060 members 
Entering Unmasked Estep 
Score: -20651352.000000 Penalty: 4133.880371
	Iteration 2Q: 3 clusters Score -2.065135e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173444 members 
Mstep: Class 2 contains 160802 members 
Entering Unmasked Estep 
Score: -20652822.000000 Penalty: 4133.880371
	Iteration 3Q: 3 clusters Score -2.065282e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177103 members 
Mstep: Class 2 contains 157143 members 
Entering Unmasked Estep 
Score: -20654536.000000 Penalty: 4133.880371
	Iteration 4Q: 3 clusters Score -2.065454e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182896 members 
Mstep: Class 2 contains 151350 members 
Entering Unmasked Estep 
Score: -20657102.000000 Penalty: 4133.880371
	Iteration 5Q: 3 clusters Score -2.06571e+07 nChanged 11691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191665 members 
Mstep: Class 2 contains 142581 members 
Entering Unmasked Estep 
Score: -20661616.000000 Penalty: 4133.880371
	Iteration 6Q: 3 clusters Score -2.066162e+07 nChanged 14964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204491 members 
Mstep: Class 2 contains 129755 members 
Entering Unmasked Estep 
Score: -20668864.000000 Penalty: 4133.880371
	Iteration 7Q: 3 clusters Score -2.066886e+07 nChanged 19221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222180 members 
Mstep: Class 2 contains 112066 members 
Entering Unmasked Estep 
Score: -20681192.000000 Penalty: 4133.880371
	Iteration 8F: 3 clusters Score -2.068119e+07 nChanged 22702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243886 members 
Mstep: Class 2 contains 90360 members 
Entering Unmasked Estep 
Score: -20698938.000000 Penalty: 4133.880371
	Iteration 9F: 3 clusters Score -2.069894e+07 nChanged 23259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266539 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -20719796.000000 Penalty: 4133.880371
	Iteration 10F: 3 clusters Score -2.07198e+07 nChanged 19939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285978 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -20737996.000000 Penalty: 4133.880371
	Iteration 11F: 3 clusters Score -2.0738e+07 nChanged 14425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300001 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -20750690.000000 Penalty: 4133.880371
	Iteration 12Q: 3 clusters Score -2.075069e+07 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309952 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -20759368.000000 Penalty: 4133.880371
	Iteration 13Q: 3 clusters Score -2.075937e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317059 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -20764818.000000 Penalty: 4133.880371
	Iteration 14Q: 3 clusters Score -2.076482e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322362 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -20768672.000000 Penalty: 4133.880371
	Iteration 15Q: 3 clusters Score -2.076867e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326280 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -20771758.000000 Penalty: 4133.880371
	Iteration 16Q: 3 clusters Score -2.077176e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329152 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -20773964.000000 Penalty: 4133.880371
	Iteration 17Q: 3 clusters Score -2.077396e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331001 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -20775262.000000 Penalty: 4133.880371
	Iteration 18Q: 3 clusters Score -2.077526e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332175 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -20776034.000000 Penalty: 4133.880371
	Iteration 19Q: 3 clusters Score -2.077603e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332843 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -20776524.000000 Penalty: 4133.880371
	Iteration 20F: 3 clusters Score -2.077652e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333230 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -20776806.000000 Penalty: 4133.880371
	Iteration 21Q: 3 clusters Score -2.077681e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333421 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -20776920.000000 Penalty: 4133.880371
	Iteration 22Q: 3 clusters Score -2.077692e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333533 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -20777018.000000 Penalty: 4133.880371
	Iteration 23Q: 3 clusters Score -2.077702e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333605 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -20777138.000000 Penalty: 4133.880371
	Iteration 24Q: 3 clusters Score -2.077714e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333647 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -20777152.000000 Penalty: 4133.880371
	Iteration 25Q: 3 clusters Score -2.077715e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333680 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -20777164.000000 Penalty: 4133.880371
	Iteration 26Q: 3 clusters Score -2.077716e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333702 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -20777164.000000 Penalty: 4133.880371
	Iteration 27Q: 3 clusters Score -2.077716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333718 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -20777182.000000 Penalty: 4133.880371
	Iteration 28Q: 3 clusters Score -2.077718e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333733 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -20777198.000000 Penalty: 4133.880371
	Iteration 29Q: 3 clusters Score -2.07772e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333748 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -20777194.000000 Penalty: 4133.880371
	Iteration 30Q: 3 clusters Score -2.077719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333757 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -20777204.000000 Penalty: 4133.880371
	Iteration 31Q: 3 clusters Score -2.07772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333765 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -20777214.000000 Penalty: 4133.880371
	Iteration 32Q: 3 clusters Score -2.077721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333776 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -20777246.000000 Penalty: 4133.880371
	Iteration 33Q: 3 clusters Score -2.077725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333783 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -20777246.000000 Penalty: 4133.880371
	Iteration 34Q: 3 clusters Score -2.077725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333784 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -20777246.000000 Penalty: 4133.880371
	Iteration 35Q: 3 clusters Score -2.077725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333786 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -20777248.000000 Penalty: 4133.880371
	Iteration 36Q: 3 clusters Score -2.077725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333789 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -20777236.000000 Penalty: 4133.880371
	Iteration 37Q: 3 clusters Score -2.077724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333789 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -20777248.000000 Penalty: 4133.880371
	Iteration 38Q: 3 clusters Score -2.077725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333791 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -20777256.000000 Penalty: 4133.880371
	Iteration 39Q: 3 clusters Score -2.077726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333789 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -20777262.000000 Penalty: 4133.880371
	Iteration 40F: 3 clusters Score -2.077726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333790 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -20777260.000000 Penalty: 4133.880371
	Iteration 41Q: 3 clusters Score -2.077726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333791 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -20777258.000000 Penalty: 4133.880371
	Iteration 42Q: 3 clusters Score -2.077726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333792 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -20777260.000000 Penalty: 4133.880371
	Iteration 43Q: 3 clusters Score -2.077726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333792 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -20777260.000000 Penalty: 4133.880371
	Iteration 44F: 3 clusters Score -2.077726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Entering Unmasked Estep 
Score: -1301411.875000 Penalty: 1611.327393
	Iteration 0F: 2 clusters Score -1301412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1287534.875000 Penalty: 3222.654785
	Iteration 0F: 3 clusters Score -1287535 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1292580.125000 Penalty: 3222.654785
	Iteration 1F: 3 clusters Score -1292580 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1292822.125000 Penalty: 3222.654785
	Iteration 2Q: 3 clusters Score -1292822 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1293053.500000 Penalty: 3222.654785
	Iteration 3Q: 3 clusters Score -1293054 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1293256.625000 Penalty: 3222.654785
	Iteration 4Q: 3 clusters Score -1293257 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1293448.125000 Penalty: 3222.654785
	Iteration 5Q: 3 clusters Score -1293448 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1293673.750000 Penalty: 3222.654785
	Iteration 6Q: 3 clusters Score -1293674 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1293941.000000 Penalty: 3222.654785
	Iteration 7Q: 3 clusters Score -1293941 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1294268.250000 Penalty: 3222.654785
	Iteration 8Q: 3 clusters Score -1294268 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1294679.875000 Penalty: 3222.654785
	Iteration 9Q: 3 clusters Score -1294680 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1295284.375000 Penalty: 3222.654785
	Iteration 10Q: 3 clusters Score -1295284 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1296021.625000 Penalty: 3222.654785
	Iteration 11F: 3 clusters Score -1296022 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1296826.125000 Penalty: 3222.654785
	Iteration 12F: 3 clusters Score -1296826 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1297661.750000 Penalty: 3222.654785
	Iteration 13Q: 3 clusters Score -1297662 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1298317.375000 Penalty: 3222.654785
	Iteration 14Q: 3 clusters Score -1298317 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1298793.125000 Penalty: 3222.654785
	Iteration 15Q: 3 clusters Score -1298793 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1299172.125000 Penalty: 3222.654785
	Iteration 16Q: 3 clusters Score -1299172 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1299422.125000 Penalty: 3222.654785
	Iteration 17Q: 3 clusters Score -1299422 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1299574.250000 Penalty: 3222.654785
	Iteration 18Q: 3 clusters Score -1299574 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1299674.125000 Penalty: 3222.654785
	Iteration 19Q: 3 clusters Score -1299674 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1299751.250000 Penalty: 3222.654785
	Iteration 20F: 3 clusters Score -1299751 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1299810.375000 Penalty: 3222.654785
	Iteration 21Q: 3 clusters Score -1299810 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1299852.500000 Penalty: 3222.654785
	Iteration 22Q: 3 clusters Score -1299852 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1299890.375000 Penalty: 3222.654785
	Iteration 23Q: 3 clusters Score -1299890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1299919.000000 Penalty: 3222.654785
	Iteration 24Q: 3 clusters Score -1299919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1299937.000000 Penalty: 3222.654785
	Iteration 25Q: 3 clusters Score -1299937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1299952.500000 Penalty: 3222.654785
	Iteration 26Q: 3 clusters Score -1299952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1299975.000000 Penalty: 3222.654785
	Iteration 27Q: 3 clusters Score -1299975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1299986.375000 Penalty: 3222.654785
	Iteration 28Q: 3 clusters Score -1299986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1300001.125000 Penalty: 3222.654785
	Iteration 29Q: 3 clusters Score -1300001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1300010.125000 Penalty: 3222.654785
	Iteration 30Q: 3 clusters Score -1300010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1300021.750000 Penalty: 3222.654785
	Iteration 31Q: 3 clusters Score -1300022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1300033.000000 Penalty: 3222.654785
	Iteration 32Q: 3 clusters Score -1300033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1300038.875000 Penalty: 3222.654785
	Iteration 33Q: 3 clusters Score -1300039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1300044.000000 Penalty: 3222.654785
	Iteration 34Q: 3 clusters Score -1300044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1300050.000000 Penalty: 3222.654785
	Iteration 35Q: 3 clusters Score -1300050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1300057.250000 Penalty: 3222.654785
	Iteration 36Q: 3 clusters Score -1300057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1300066.000000 Penalty: 3222.654785
	Iteration 37Q: 3 clusters Score -1300066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1300068.500000 Penalty: 3222.654785
	Iteration 38Q: 3 clusters Score -1300068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1300070.750000 Penalty: 3222.654785
	Iteration 39Q: 3 clusters Score -1300071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1300072.625000 Penalty: 3222.654785
	Iteration 40F: 3 clusters Score -1300073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1300073.625000 Penalty: 3222.654785
	Iteration 41Q: 3 clusters Score -1300074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1300073.625000 Penalty: 3222.654785
	Iteration 42F: 3 clusters Score -1300074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Entering Unmasked Estep 
Score: -486639.156250 Penalty: 1454.187500
	Iteration 0F: 2 clusters Score -486639.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -480999.875000 Penalty: 2908.375000
	Iteration 0F: 3 clusters Score -480999.9 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -482676.500000 Penalty: 2908.375000
	Iteration 1F: 3 clusters Score -482676.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -483015.125000 Penalty: 2908.375000
	Iteration 2F: 3 clusters Score -483015.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -483535.750000 Penalty: 2908.375000
	Iteration 3F: 3 clusters Score -483535.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -484138.468750 Penalty: 2908.375000
	Iteration 4F: 3 clusters Score -484138.5 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -484791.125000 Penalty: 2908.375000
	Iteration 5F: 3 clusters Score -484791.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -485402.781250 Penalty: 2908.375000
	Iteration 6F: 3 clusters Score -485402.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -485889.937500 Penalty: 2908.375000
	Iteration 7F: 3 clusters Score -485889.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -486207.500000 Penalty: 2908.375000
	Iteration 8Q: 3 clusters Score -486207.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -486350.250000 Penalty: 2908.375000
	Iteration 9Q: 3 clusters Score -486350.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -486412.375000 Penalty: 2908.375000
	Iteration 10Q: 3 clusters Score -486412.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -486432.875000 Penalty: 2908.375000
	Iteration 11Q: 3 clusters Score -486432.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -486441.531250 Penalty: 2908.375000
	Iteration 12Q: 3 clusters Score -486441.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -486447.781250 Penalty: 2908.375000
	Iteration 13Q: 3 clusters Score -486447.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -486452.375000 Penalty: 2908.375000
	Iteration 14Q: 3 clusters Score -486452.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -486454.906250 Penalty: 2908.375000
	Iteration 15Q: 3 clusters Score -486454.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -486456.625000 Penalty: 2908.375000
	Iteration 16Q: 3 clusters Score -486456.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -486459.656250 Penalty: 2908.375000
	Iteration 17Q: 3 clusters Score -486459.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -486461.625000 Penalty: 2908.375000
	Iteration 18Q: 3 clusters Score -486461.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -486463.375000 Penalty: 2908.375000
	Iteration 19Q: 3 clusters Score -486463.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -486462.906250 Penalty: 2908.375000
	Iteration 20F: 3 clusters Score -486462.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -486465.468750 Penalty: 2908.375000
	Iteration 21Q: 3 clusters Score -486465.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -486465.843750 Penalty: 2908.375000
	Iteration 22Q: 3 clusters Score -486465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -486467.750000 Penalty: 2908.375000
	Iteration 23Q: 3 clusters Score -486467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -486467.000000 Penalty: 2908.375000
	Iteration 24Q: 3 clusters Score -486467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -486467.937500 Penalty: 2908.375000
	Iteration 25Q: 3 clusters Score -486467.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -486469.250000 Penalty: 2908.375000
	Iteration 26Q: 3 clusters Score -486469.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -486469.156250 Penalty: 2908.375000
	Iteration 27Q: 3 clusters Score -486469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -486468.781250 Penalty: 2908.375000
	Iteration 28Q: 3 clusters Score -486468.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -486468.781250 Penalty: 2908.375000
	Iteration 29F: 3 clusters Score -486468.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Entering Unmasked Estep 
Score: -3531344.500000 Penalty: 1777.625000
	Iteration 0F: 2 clusters Score -3531344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -3493779.000000 Penalty: 3555.250000
	Iteration 0F: 3 clusters Score -3493779 nChanged 26472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -3509384.750000 Penalty: 3555.250000
	Iteration 1F: 3 clusters Score -3509385 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -3510578.750000 Penalty: 3555.250000
	Iteration 2F: 3 clusters Score -3510579 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -3512314.250000 Penalty: 3555.250000
	Iteration 3F: 3 clusters Score -3512314 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -3514947.750000 Penalty: 3555.250000
	Iteration 4F: 3 clusters Score -3514948 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -3518769.750000 Penalty: 3555.250000
	Iteration 5F: 3 clusters Score -3518770 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -3523287.250000 Penalty: 3555.250000
	Iteration 6F: 3 clusters Score -3523287 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 52424 members 
Entering Unmasked Estep 
Score: -3527020.250000 Penalty: 3555.250000
	Iteration 7F: 3 clusters Score -3527020 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -3529149.500000 Penalty: 3555.250000
	Iteration 8Q: 3 clusters Score -3529150 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
Score: -3530045.500000 Penalty: 3555.250000
	Iteration 9Q: 3 clusters Score -3530046 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -3530351.500000 Penalty: 3555.250000
	Iteration 10Q: 3 clusters Score -3530352 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -3530461.500000 Penalty: 3555.250000
	Iteration 11Q: 3 clusters Score -3530462 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 55725 members 
Entering Unmasked Estep 
Score: -3530540.000000 Penalty: 3555.250000
	Iteration 12Q: 3 clusters Score -3530540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -3530572.250000 Penalty: 3555.250000
	Iteration 13Q: 3 clusters Score -3530572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -3530586.250000 Penalty: 3555.250000
	Iteration 14Q: 3 clusters Score -3530586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -3530598.500000 Penalty: 3555.250000
	Iteration 15Q: 3 clusters Score -3530598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -3530598.750000 Penalty: 3555.250000
	Iteration 16Q: 3 clusters Score -3530599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -3530604.750000 Penalty: 3555.250000
	Iteration 17Q: 3 clusters Score -3530605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -3530609.250000 Penalty: 3555.250000
	Iteration 18Q: 3 clusters Score -3530609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -3530608.000000 Penalty: 3555.250000
	Iteration 19Q: 3 clusters Score -3530608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -3530613.250000 Penalty: 3555.250000
	Iteration 20F: 3 clusters Score -3530613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (137218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137218 members 
Entering Unmasked Estep 
Score: -8773711.000000 Penalty: 1922.265625
	Iteration 0F: 2 clusters Score -8773711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68651 members 
Mstep: Class 2 contains 68567 members 
Entering Unmasked Estep 
Score: -8681697.000000 Penalty: 3844.531250
	Iteration 0F: 3 clusters Score -8681697 nChanged 65951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 66340 members 
Entering Unmasked Estep 
Score: -8720512.000000 Penalty: 3844.531250
	Iteration 1F: 3 clusters Score -8720512 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72018 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -8721579.000000 Penalty: 3844.531250
	Iteration 2Q: 3 clusters Score -8721579 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73704 members 
Mstep: Class 2 contains 63514 members 
Entering Unmasked Estep 
Score: -8722909.000000 Penalty: 3844.531250
	Iteration 3Q: 3 clusters Score -8722909 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76290 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -8724912.000000 Penalty: 3844.531250
	Iteration 4Q: 3 clusters Score -8724912 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79931 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -8727935.000000 Penalty: 3844.531250
	Iteration 5Q: 3 clusters Score -8727935 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84671 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -8732464.000000 Penalty: 3844.531250
	Iteration 6F: 3 clusters Score -8732464 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90240 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -8739024.000000 Penalty: 3844.531250
	Iteration 7F: 3 clusters Score -8739024 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95665 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -8746363.000000 Penalty: 3844.531250
	Iteration 8F: 3 clusters Score -8746363 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99710 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -8751803.000000 Penalty: 3844.531250
	Iteration 9F: 3 clusters Score -8751803 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102616 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -8754712.000000 Penalty: 3844.531250
	Iteration 10Q: 3 clusters Score -8754712 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105221 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -8756252.000000 Penalty: 3844.531250
	Iteration 11Q: 3 clusters Score -8756252 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107569 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -8757366.000000 Penalty: 3844.531250
	Iteration 12Q: 3 clusters Score -8757366 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109934 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -8758366.000000 Penalty: 3844.531250
	Iteration 13Q: 3 clusters Score -8758366 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112367 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -8759352.000000 Penalty: 3844.531250
	Iteration 14Q: 3 clusters Score -8759352 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114719 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -8760296.000000 Penalty: 3844.531250
	Iteration 15Q: 3 clusters Score -8760296 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116974 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -8761201.000000 Penalty: 3844.531250
	Iteration 16Q: 3 clusters Score -8761201 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119173 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -8762073.000000 Penalty: 3844.531250
	Iteration 17Q: 3 clusters Score -8762073 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121350 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -8763070.000000 Penalty: 3844.531250
	Iteration 18Q: 3 clusters Score -8763070 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123568 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -8764182.000000 Penalty: 3844.531250
	Iteration 19Q: 3 clusters Score -8764182 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125684 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -8765219.000000 Penalty: 3844.531250
	Iteration 20F: 3 clusters Score -8765219 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127627 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -8766306.000000 Penalty: 3844.531250
	Iteration 21Q: 3 clusters Score -8766306 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129433 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -8767333.000000 Penalty: 3844.531250
	Iteration 22Q: 3 clusters Score -8767333 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131044 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -8768367.000000 Penalty: 3844.531250
	Iteration 23Q: 3 clusters Score -8768367 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132463 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -8769255.000000 Penalty: 3844.531250
	Iteration 24Q: 3 clusters Score -8769255 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133651 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -8770027.000000 Penalty: 3844.531250
	Iteration 25Q: 3 clusters Score -8770027 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134526 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -8770574.000000 Penalty: 3844.531250
	Iteration 26Q: 3 clusters Score -8770574 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135222 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -8771028.000000 Penalty: 3844.531250
	Iteration 27Q: 3 clusters Score -8771028 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135706 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8771364.000000 Penalty: 3844.531250
	Iteration 28Q: 3 clusters Score -8771364 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136037 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8771584.000000 Penalty: 3844.531250
	Iteration 29Q: 3 clusters Score -8771584 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136270 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8771725.000000 Penalty: 3844.531250
	Iteration 30Q: 3 clusters Score -8771725 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136419 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8771845.000000 Penalty: 3844.531250
	Iteration 31Q: 3 clusters Score -8771845 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136529 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8771910.000000 Penalty: 3844.531250
	Iteration 32Q: 3 clusters Score -8771910 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136596 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8771969.000000 Penalty: 3844.531250
	Iteration 33Q: 3 clusters Score -8771969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136638 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8771998.000000 Penalty: 3844.531250
	Iteration 34Q: 3 clusters Score -8771998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136667 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8772023.000000 Penalty: 3844.531250
	Iteration 35Q: 3 clusters Score -8772023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136696 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8772040.000000 Penalty: 3844.531250
	Iteration 36Q: 3 clusters Score -8772040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136722 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8772055.000000 Penalty: 3844.531250
	Iteration 37Q: 3 clusters Score -8772055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136743 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8772073.000000 Penalty: 3844.531250
	Iteration 38Q: 3 clusters Score -8772073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136759 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8772079.000000 Penalty: 3844.531250
	Iteration 39Q: 3 clusters Score -8772079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136765 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8772074.000000 Penalty: 3844.531250
	Iteration 40F: 3 clusters Score -8772074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136772 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8772080.000000 Penalty: 3844.531250
	Iteration 41Q: 3 clusters Score -8772080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136775 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8772082.000000 Penalty: 3844.531250
	Iteration 42Q: 3 clusters Score -8772082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136778 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8772084.000000 Penalty: 3844.531250
	Iteration 43Q: 3 clusters Score -8772084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136780 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8772087.000000 Penalty: 3844.531250
	Iteration 44Q: 3 clusters Score -8772087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136781 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8772088.000000 Penalty: 3844.531250
	Iteration 45Q: 3 clusters Score -8772088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136780 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8772086.000000 Penalty: 3844.531250
	Iteration 46Q: 3 clusters Score -8772086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136781 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8772088.000000 Penalty: 3844.531250
	Iteration 47Q: 3 clusters Score -8772088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136784 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8772088.000000 Penalty: 3844.531250
	Iteration 48Q: 3 clusters Score -8772088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136786 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8772089.000000 Penalty: 3844.531250
	Iteration 49Q: 3 clusters Score -8772089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136791 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8772089.000000 Penalty: 3844.531250
	Iteration 50Q: 3 clusters Score -8772089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136791 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8772096.000000 Penalty: 3844.531250
	Iteration 51Q: 3 clusters Score -8772096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136793 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8772089.000000 Penalty: 3844.531250
	Iteration 52Q: 3 clusters Score -8772089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136793 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8772089.000000 Penalty: 3844.531250
	Iteration 53F: 3 clusters Score -8772089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Entering Unmasked Estep 
Score: -1144181.000000 Penalty: 1599.753906
	Iteration 0F: 2 clusters Score -1144181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1131287.250000 Penalty: 3199.507812
	Iteration 0F: 3 clusters Score -1131287 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1135984.875000 Penalty: 3199.507812
	Iteration 1F: 3 clusters Score -1135985 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1136495.000000 Penalty: 3199.507812
	Iteration 2F: 3 clusters Score -1136495 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1137095.375000 Penalty: 3199.507812
	Iteration 3F: 3 clusters Score -1137095 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1137933.125000 Penalty: 3199.507812
	Iteration 4F: 3 clusters Score -1137933 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1139068.125000 Penalty: 3199.507812
	Iteration 5F: 3 clusters Score -1139068 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1140225.500000 Penalty: 3199.507812
	Iteration 6F: 3 clusters Score -1140226 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1141186.750000 Penalty: 3199.507812
	Iteration 7F: 3 clusters Score -1141187 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1141849.750000 Penalty: 3199.507812
	Iteration 8Q: 3 clusters Score -1141850 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1142256.875000 Penalty: 3199.507812
	Iteration 9Q: 3 clusters Score -1142257 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1142494.875000 Penalty: 3199.507812
	Iteration 10Q: 3 clusters Score -1142495 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1142613.625000 Penalty: 3199.507812
	Iteration 11Q: 3 clusters Score -1142614 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1142670.125000 Penalty: 3199.507812
	Iteration 12Q: 3 clusters Score -1142670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1142699.875000 Penalty: 3199.507812
	Iteration 13Q: 3 clusters Score -1142700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1142722.125000 Penalty: 3199.507812
	Iteration 14Q: 3 clusters Score -1142722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1142733.250000 Penalty: 3199.507812
	Iteration 15Q: 3 clusters Score -1142733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1142740.625000 Penalty: 3199.507812
	Iteration 16Q: 3 clusters Score -1142741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1142748.250000 Penalty: 3199.507812
	Iteration 17Q: 3 clusters Score -1142748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1142754.250000 Penalty: 3199.507812
	Iteration 18Q: 3 clusters Score -1142754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1142757.500000 Penalty: 3199.507812
	Iteration 19Q: 3 clusters Score -1142758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1142765.875000 Penalty: 3199.507812
	Iteration 20F: 3 clusters Score -1142766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1142771.625000 Penalty: 3199.507812
	Iteration 21Q: 3 clusters Score -1142772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1142776.875000 Penalty: 3199.507812
	Iteration 22Q: 3 clusters Score -1142777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1142778.000000 Penalty: 3199.507812
	Iteration 23Q: 3 clusters Score -1142778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1142779.500000 Penalty: 3199.507812
	Iteration 24Q: 3 clusters Score -1142780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1142782.125000 Penalty: 3199.507812
	Iteration 25Q: 3 clusters Score -1142782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1142782.125000 Penalty: 3199.507812
	Iteration 26F: 3 clusters Score -1142782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Entering Unmasked Estep 
Score: -259045.968750 Penalty: 1369.395508
	Iteration 0F: 2 clusters Score -259046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -255322.734375 Penalty: 2738.791016
	Iteration 0F: 3 clusters Score -255322.7 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -256344.812500 Penalty: 2738.791016
	Iteration 1F: 3 clusters Score -256344.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -256581.125000 Penalty: 2738.791016
	Iteration 2F: 3 clusters Score -256581.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -256807.687500 Penalty: 2738.791016
	Iteration 3F: 3 clusters Score -256807.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -257097.109375 Penalty: 2738.791016
	Iteration 4F: 3 clusters Score -257097.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -257448.250000 Penalty: 2738.791016
	Iteration 5F: 3 clusters Score -257448.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -257809.140625 Penalty: 2738.791016
	Iteration 6F: 3 clusters Score -257809.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -258049.187500 Penalty: 2738.791016
	Iteration 7F: 3 clusters Score -258049.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -258214.234375 Penalty: 2738.791016
	Iteration 8Q: 3 clusters Score -258214.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -258321.953125 Penalty: 2738.791016
	Iteration 9Q: 3 clusters Score -258322 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -258380.109375 Penalty: 2738.791016
	Iteration 10Q: 3 clusters Score -258380.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -258419.359375 Penalty: 2738.791016
	Iteration 11Q: 3 clusters Score -258419.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -258440.515625 Penalty: 2738.791016
	Iteration 12Q: 3 clusters Score -258440.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -258447.093750 Penalty: 2738.791016
	Iteration 13Q: 3 clusters Score -258447.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -258451.750000 Penalty: 2738.791016
	Iteration 14Q: 3 clusters Score -258451.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -258455.625000 Penalty: 2738.791016
	Iteration 15Q: 3 clusters Score -258455.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -258458.156250 Penalty: 2738.791016
	Iteration 16Q: 3 clusters Score -258458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -258459.968750 Penalty: 2738.791016
	Iteration 17Q: 3 clusters Score -258460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -258460.906250 Penalty: 2738.791016
	Iteration 18Q: 3 clusters Score -258460.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -258461.640625 Penalty: 2738.791016
	Iteration 19Q: 3 clusters Score -258461.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -258461.640625 Penalty: 2738.791016
	Iteration 20F: 3 clusters Score -258461.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Entering Unmasked Estep 
Score: -686736.125000 Penalty: 1506.225708
	Iteration 0F: 2 clusters Score -686736.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -679222.562500 Penalty: 3012.451416
	Iteration 0F: 3 clusters Score -679222.6 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -681612.750000 Penalty: 3012.451416
	Iteration 1F: 3 clusters Score -681612.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -681831.250000 Penalty: 3012.451416
	Iteration 2F: 3 clusters Score -681831.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -681991.250000 Penalty: 3012.451416
	Iteration 3Q: 3 clusters Score -681991.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -682151.750000 Penalty: 3012.451416
	Iteration 4Q: 3 clusters Score -682151.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -682320.187500 Penalty: 3012.451416
	Iteration 5Q: 3 clusters Score -682320.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -682542.125000 Penalty: 3012.451416
	Iteration 6Q: 3 clusters Score -682542.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -682820.687500 Penalty: 3012.451416
	Iteration 7Q: 3 clusters Score -682820.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -683199.687500 Penalty: 3012.451416
	Iteration 8Q: 3 clusters Score -683199.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -683646.000000 Penalty: 3012.451416
	Iteration 9F: 3 clusters Score -683646 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -684201.375000 Penalty: 3012.451416
	Iteration 10F: 3 clusters Score -684201.4 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -684744.000000 Penalty: 3012.451416
	Iteration 11F: 3 clusters Score -684744 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -685090.687500 Penalty: 3012.451416
	Iteration 12F: 3 clusters Score -685090.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -685308.875000 Penalty: 3012.451416
	Iteration 13Q: 3 clusters Score -685308.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -685443.625000 Penalty: 3012.451416
	Iteration 14Q: 3 clusters Score -685443.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -685545.375000 Penalty: 3012.451416
	Iteration 15Q: 3 clusters Score -685545.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -685616.750000 Penalty: 3012.451416
	Iteration 16Q: 3 clusters Score -685616.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -685658.812500 Penalty: 3012.451416
	Iteration 17Q: 3 clusters Score -685658.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -685686.875000 Penalty: 3012.451416
	Iteration 18Q: 3 clusters Score -685686.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -685709.187500 Penalty: 3012.451416
	Iteration 19Q: 3 clusters Score -685709.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -685725.562500 Penalty: 3012.451416
	Iteration 20F: 3 clusters Score -685725.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -685741.062500 Penalty: 3012.451416
	Iteration 21Q: 3 clusters Score -685741.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -685748.375000 Penalty: 3012.451416
	Iteration 22Q: 3 clusters Score -685748.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -685757.625000 Penalty: 3012.451416
	Iteration 23Q: 3 clusters Score -685757.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -685763.625000 Penalty: 3012.451416
	Iteration 24Q: 3 clusters Score -685763.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -685768.250000 Penalty: 3012.451416
	Iteration 25Q: 3 clusters Score -685768.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -685773.250000 Penalty: 3012.451416
	Iteration 26Q: 3 clusters Score -685773.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -685779.250000 Penalty: 3012.451416
	Iteration 27Q: 3 clusters Score -685779.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -685783.812500 Penalty: 3012.451416
	Iteration 28Q: 3 clusters Score -685783.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -685788.562500 Penalty: 3012.451416
	Iteration 29Q: 3 clusters Score -685788.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -685790.187500 Penalty: 3012.451416
	Iteration 30Q: 3 clusters Score -685790.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -685795.187500 Penalty: 3012.451416
	Iteration 31Q: 3 clusters Score -685795.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -685798.250000 Penalty: 3012.451416
	Iteration 32Q: 3 clusters Score -685798.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -685803.125000 Penalty: 3012.451416
	Iteration 33Q: 3 clusters Score -685803.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -685805.000000 Penalty: 3012.451416
	Iteration 34Q: 3 clusters Score -685805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -685806.625000 Penalty: 3012.451416
	Iteration 35Q: 3 clusters Score -685806.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -685808.687500 Penalty: 3012.451416
	Iteration 36Q: 3 clusters Score -685808.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -685810.250000 Penalty: 3012.451416
	Iteration 37Q: 3 clusters Score -685810.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -685811.625000 Penalty: 3012.451416
	Iteration 38Q: 3 clusters Score -685811.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -685811.375000 Penalty: 3012.451416
	Iteration 39Q: 3 clusters Score -685811.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -685810.937500 Penalty: 3012.451416
	Iteration 40F: 3 clusters Score -685810.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -685812.500000 Penalty: 3012.451416
	Iteration 41Q: 3 clusters Score -685812.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -685814.562500 Penalty: 3012.451416
	Iteration 42Q: 3 clusters Score -685814.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -685815.375000 Penalty: 3012.451416
	Iteration 43Q: 3 clusters Score -685815.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -685815.000000 Penalty: 3012.451416
	Iteration 44Q: 3 clusters Score -685815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -685815.937500 Penalty: 3012.451416
	Iteration 45Q: 3 clusters Score -685815.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -685818.562500 Penalty: 3012.451416
	Iteration 46Q: 3 clusters Score -685818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -685819.937500 Penalty: 3012.451416
	Iteration 47Q: 3 clusters Score -685819.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -685819.562500 Penalty: 3012.451416
	Iteration 48Q: 3 clusters Score -685819.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -685820.875000 Penalty: 3012.451416
	Iteration 49Q: 3 clusters Score -685820.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -685820.625000 Penalty: 3012.451416
	Iteration 50Q: 3 clusters Score -685820.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -685819.687500 Penalty: 3012.451416
	Iteration 51Q: 3 clusters Score -685819.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -685819.687500 Penalty: 3012.451416
	Iteration 52Q: 3 clusters Score -685819.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -685818.875000 Penalty: 3012.451416
	Iteration 53Q: 3 clusters Score -685818.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -685820.250000 Penalty: 3012.451416
	Iteration 54Q: 3 clusters Score -685820.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -685821.812500 Penalty: 3012.451416
	Iteration 55Q: 3 clusters Score -685821.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -685822.812500 Penalty: 3012.451416
	Iteration 56Q: 3 clusters Score -685822.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -685822.500000 Penalty: 3012.451416
	Iteration 57Q: 3 clusters Score -685822.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -685824.937500 Penalty: 3012.451416
	Iteration 58Q: 3 clusters Score -685824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -685824.312500 Penalty: 3012.451416
	Iteration 59Q: 3 clusters Score -685824.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -685824.312500 Penalty: 3012.451416
	Iteration 60F: 3 clusters Score -685824.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -1096553.375000 Penalty: 1583.841431
	Iteration 0F: 2 clusters Score -1096553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1084686.000000 Penalty: 3167.682861
	Iteration 0F: 3 clusters Score -1084686 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1088816.625000 Penalty: 3167.682861
	Iteration 1F: 3 clusters Score -1088817 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1089116.750000 Penalty: 3167.682861
	Iteration 2Q: 3 clusters Score -1089117 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1089443.375000 Penalty: 3167.682861
	Iteration 3Q: 3 clusters Score -1089443 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1089851.625000 Penalty: 3167.682861
	Iteration 4Q: 3 clusters Score -1089852 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1090418.250000 Penalty: 3167.682861
	Iteration 5F: 3 clusters Score -1090418 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1091235.750000 Penalty: 3167.682861
	Iteration 6F: 3 clusters Score -1091236 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1092313.250000 Penalty: 3167.682861
	Iteration 7F: 3 clusters Score -1092313 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1093395.375000 Penalty: 3167.682861
	Iteration 8F: 3 clusters Score -1093395 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1094244.250000 Penalty: 3167.682861
	Iteration 9F: 3 clusters Score -1094244 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1094702.000000 Penalty: 3167.682861
	Iteration 10Q: 3 clusters Score -1094702 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1094907.125000 Penalty: 3167.682861
	Iteration 11Q: 3 clusters Score -1094907 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1095027.750000 Penalty: 3167.682861
	Iteration 12Q: 3 clusters Score -1095028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1095082.000000 Penalty: 3167.682861
	Iteration 13Q: 3 clusters Score -1095082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1095106.250000 Penalty: 3167.682861
	Iteration 14Q: 3 clusters Score -1095106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1095124.000000 Penalty: 3167.682861
	Iteration 15Q: 3 clusters Score -1095124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1095134.625000 Penalty: 3167.682861
	Iteration 16Q: 3 clusters Score -1095135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1095145.375000 Penalty: 3167.682861
	Iteration 17Q: 3 clusters Score -1095145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1095157.125000 Penalty: 3167.682861
	Iteration 18Q: 3 clusters Score -1095157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1095163.500000 Penalty: 3167.682861
	Iteration 19Q: 3 clusters Score -1095164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1095165.625000 Penalty: 3167.682861
	Iteration 20F: 3 clusters Score -1095166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16886 members 
Mstep: Class 4 contains 55868 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334246 members 
Mstep: Class 8 contains 20249 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 12 contains 56344 members 
Mstep: Class 14 contains 137218 members 
Mstep: Class 15 contains 18857 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10605 members 
Mstep: Class 21 contains 17098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791736.000000 Penalty: 30561.902344
Iteration 199Q: 15 clusters Score -4.179174e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16884 members 
Mstep: Class 4 contains 55861 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334278 members 
Mstep: Class 8 contains 20249 members 
Mstep: Class 10 contains 7699 members 
Mstep: Class 12 contains 56338 members 
Mstep: Class 14 contains 137202 members 
Mstep: Class 15 contains 18855 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 19 contains 10606 members 
Mstep: Class 21 contains 17097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791716.000000 Penalty: 30561.902344
Iteration 200F: 15 clusters Score -4.179172e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16881 members 
Mstep: Class 4 contains 55857 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334310 members 
Mstep: Class 8 contains 20249 members 
Mstep: Class 10 contains 7700 members 
Mstep: Class 12 contains 56332 members 
Mstep: Class 14 contains 137183 members 
Mstep: Class 15 contains 18855 members 
Mstep: Class 17 contains 4568 members 
Mstep: Class 19 contains 10606 members 
Mstep: Class 21 contains 17098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791736.000000 Penalty: 30561.902344
Iteration 201Q: 15 clusters Score -4.179174e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16876 members 
Mstep: Class 4 contains 55849 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334344 members 
Mstep: Class 8 contains 20249 members 
Mstep: Class 10 contains 7701 members 
Mstep: Class 12 contains 56325 members 
Mstep: Class 14 contains 137168 members 
Mstep: Class 15 contains 18857 members 
Mstep: Class 17 contains 4566 members 
Mstep: Class 19 contains 10606 members 
Mstep: Class 21 contains 17097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791736.000000 Penalty: 30561.902344
Iteration 202Q: 15 clusters Score -4.179174e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16874 members 
Mstep: Class 4 contains 55836 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334374 members 
Mstep: Class 8 contains 20249 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 12 contains 56322 members 
Mstep: Class 14 contains 137155 members 
Mstep: Class 15 contains 18858 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 19 contains 10606 members 
Mstep: Class 21 contains 17098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791704.000000 Penalty: 30561.902344
Iteration 203Q: 15 clusters Score -4.17917e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16869 members 
Mstep: Class 4 contains 55831 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334404 members 
Mstep: Class 8 contains 20248 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 12 contains 56319 members 
Mstep: Class 14 contains 137141 members 
Mstep: Class 15 contains 18858 members 
Mstep: Class 17 contains 4562 members 
Mstep: Class 19 contains 10606 members 
Mstep: Class 21 contains 17097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791708.000000 Penalty: 30561.902344
Iteration 204Q: 15 clusters Score -4.179171e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16868 members 
Mstep: Class 4 contains 55829 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334432 members 
Mstep: Class 8 contains 20247 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 12 contains 56313 members 
Mstep: Class 14 contains 137125 members 
Mstep: Class 15 contains 18858 members 
Mstep: Class 17 contains 4561 members 
Mstep: Class 19 contains 10606 members 
Mstep: Class 21 contains 17096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791720.000000 Penalty: 30561.902344
Iteration 205Q: 15 clusters Score -4.179172e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16867 members 
Mstep: Class 4 contains 55829 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334462 members 
Mstep: Class 8 contains 20245 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 12 contains 56307 members 
Mstep: Class 14 contains 137106 members 
Mstep: Class 15 contains 18858 members 
Mstep: Class 17 contains 4560 members 
Mstep: Class 19 contains 10606 members 
Mstep: Class 21 contains 17095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791680.000000 Penalty: 30561.902344
Iteration 206Q: 15 clusters Score -4.179168e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16865 members 
Mstep: Class 4 contains 55829 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334485 members 
Mstep: Class 8 contains 20243 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 12 contains 56300 members 
Mstep: Class 14 contains 137094 members 
Mstep: Class 15 contains 18858 members 
Mstep: Class 17 contains 4559 members 
Mstep: Class 19 contains 10607 members 
Mstep: Class 21 contains 17095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791684.000000 Penalty: 30561.902344
Iteration 207Q: 15 clusters Score -4.179168e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16865 members 
Mstep: Class 4 contains 55822 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334512 members 
Mstep: Class 8 contains 20241 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 12 contains 56296 members 
Mstep: Class 14 contains 137082 members 
Mstep: Class 15 contains 18859 members 
Mstep: Class 17 contains 4557 members 
Mstep: Class 19 contains 10608 members 
Mstep: Class 21 contains 17093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791680.000000 Penalty: 30561.902344
Iteration 208Q: 15 clusters Score -4.179168e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16864 members 
Mstep: Class 4 contains 55809 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334545 members 
Mstep: Class 8 contains 20238 members 
Mstep: Class 10 contains 7703 members 
Mstep: Class 12 contains 56289 members 
Mstep: Class 14 contains 137070 members 
Mstep: Class 15 contains 18861 members 
Mstep: Class 17 contains 4555 members 
Mstep: Class 19 contains 10611 members 
Mstep: Class 21 contains 17092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791652.000000 Penalty: 30561.902344
Iteration 209Q: 15 clusters Score -4.179165e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16864 members 
Mstep: Class 4 contains 55804 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334576 members 
Mstep: Class 8 contains 20235 members 
Mstep: Class 10 contains 7703 members 
Mstep: Class 12 contains 56282 members 
Mstep: Class 14 contains 137051 members 
Mstep: Class 15 contains 18863 members 
Mstep: Class 17 contains 4555 members 
Mstep: Class 19 contains 10612 members 
Mstep: Class 21 contains 17092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791700.000000 Penalty: 30561.902344
Iteration 210Q: 15 clusters Score -4.17917e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16864 members 
Mstep: Class 4 contains 55800 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334611 members 
Mstep: Class 8 contains 20234 members 
Mstep: Class 10 contains 7703 members 
Mstep: Class 12 contains 56270 members 
Mstep: Class 14 contains 137030 members 
Mstep: Class 15 contains 18862 members 
Mstep: Class 17 contains 4555 members 
Mstep: Class 19 contains 10615 members 
Mstep: Class 21 contains 17093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791708.000000 Penalty: 30561.902344
Iteration 211Q: 15 clusters Score -4.179171e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16863 members 
Mstep: Class 4 contains 55796 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334642 members 
Mstep: Class 8 contains 20233 members 
Mstep: Class 10 contains 7703 members 
Mstep: Class 12 contains 56257 members 
Mstep: Class 14 contains 137015 members 
Mstep: Class 15 contains 18863 members 
Mstep: Class 17 contains 4555 members 
Mstep: Class 19 contains 10617 members 
Mstep: Class 21 contains 17093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791736.000000 Penalty: 30561.902344
Iteration 212Q: 15 clusters Score -4.179174e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16861 members 
Mstep: Class 4 contains 55789 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334678 members 
Mstep: Class 8 contains 20232 members 
Mstep: Class 10 contains 7703 members 
Mstep: Class 12 contains 56248 members 
Mstep: Class 14 contains 136996 members 
Mstep: Class 15 contains 18864 members 
Mstep: Class 17 contains 4555 members 
Mstep: Class 19 contains 10618 members 
Mstep: Class 21 contains 17093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791664.000000 Penalty: 30561.902344
Iteration 213Q: 15 clusters Score -4.179166e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16859 members 
Mstep: Class 4 contains 55780 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334708 members 
Mstep: Class 8 contains 20232 members 
Mstep: Class 10 contains 7703 members 
Mstep: Class 12 contains 56242 members 
Mstep: Class 14 contains 136981 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4554 members 
Mstep: Class 19 contains 10619 members 
Mstep: Class 21 contains 17092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791696.000000 Penalty: 30561.902344
Iteration 214Q: 15 clusters Score -4.17917e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16858 members 
Mstep: Class 4 contains 55774 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334733 members 
Mstep: Class 8 contains 20231 members 
Mstep: Class 10 contains 7703 members 
Mstep: Class 12 contains 56239 members 
Mstep: Class 14 contains 136965 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4553 members 
Mstep: Class 19 contains 10622 members 
Mstep: Class 21 contains 17092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791704.000000 Penalty: 30561.902344
Iteration 215Q: 15 clusters Score -4.17917e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16857 members 
Mstep: Class 4 contains 55766 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334767 members 
Mstep: Class 8 contains 20230 members 
Mstep: Class 10 contains 7703 members 
Mstep: Class 12 contains 56235 members 
Mstep: Class 14 contains 136946 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4552 members 
Mstep: Class 19 contains 10623 members 
Mstep: Class 21 contains 17091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791704.000000 Penalty: 30561.902344
Iteration 216Q: 15 clusters Score -4.17917e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16855 members 
Mstep: Class 4 contains 55754 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334806 members 
Mstep: Class 8 contains 20228 members 
Mstep: Class 10 contains 7703 members 
Mstep: Class 12 contains 56230 members 
Mstep: Class 14 contains 136930 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10623 members 
Mstep: Class 21 contains 17090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791704.000000 Penalty: 30561.902344
Iteration 217Q: 15 clusters Score -4.17917e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16852 members 
Mstep: Class 4 contains 55738 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334856 members 
Mstep: Class 8 contains 20226 members 
Mstep: Class 10 contains 7703 members 
Mstep: Class 12 contains 56226 members 
Mstep: Class 14 contains 136907 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10625 members 
Mstep: Class 21 contains 17087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791696.000000 Penalty: 30561.902344
Iteration 218Q: 15 clusters Score -4.17917e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16849 members 
Mstep: Class 4 contains 55721 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334917 members 
Mstep: Class 8 contains 20222 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 12 contains 56219 members 
Mstep: Class 14 contains 136883 members 
Mstep: Class 15 contains 18863 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 21 contains 17084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791708.000000 Penalty: 30561.902344
Iteration 219Q: 15 clusters Score -4.179171e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16846 members 
Mstep: Class 4 contains 55702 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 334978 members 
Mstep: Class 8 contains 20218 members 
Mstep: Class 10 contains 7704 members 
Mstep: Class 12 contains 56215 members 
Mstep: Class 14 contains 136854 members 
Mstep: Class 15 contains 18863 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10627 members 
Mstep: Class 21 contains 17079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791724.000000 Penalty: 30561.902344
Iteration 220F: 15 clusters Score -4.179172e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16843 members 
Mstep: Class 4 contains 55685 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 335028 members 
Mstep: Class 8 contains 20216 members 
Mstep: Class 10 contains 7708 members 
Mstep: Class 12 contains 56214 members 
Mstep: Class 14 contains 136829 members 
Mstep: Class 15 contains 18863 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10628 members 
Mstep: Class 21 contains 17072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791728.000000 Penalty: 30561.902344
Iteration 221Q: 15 clusters Score -4.179173e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16840 members 
Mstep: Class 4 contains 55664 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 335082 members 
Mstep: Class 8 contains 20215 members 
Mstep: Class 10 contains 7710 members 
Mstep: Class 12 contains 56212 members 
Mstep: Class 14 contains 136804 members 
Mstep: Class 15 contains 18863 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10629 members 
Mstep: Class 21 contains 17067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791704.000000 Penalty: 30561.902344
Iteration 222Q: 15 clusters Score -4.17917e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16833 members 
Mstep: Class 4 contains 55637 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 335165 members 
Mstep: Class 8 contains 20215 members 
Mstep: Class 10 contains 7710 members 
Mstep: Class 12 contains 56197 members 
Mstep: Class 14 contains 136777 members 
Mstep: Class 15 contains 18863 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10629 members 
Mstep: Class 21 contains 17060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791736.000000 Penalty: 30561.902344
Iteration 223Q: 15 clusters Score -4.179174e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16827 members 
Mstep: Class 4 contains 55623 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 335216 members 
Mstep: Class 8 contains 20213 members 
Mstep: Class 10 contains 7710 members 
Mstep: Class 12 contains 56184 members 
Mstep: Class 14 contains 136767 members 
Mstep: Class 15 contains 18863 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10629 members 
Mstep: Class 21 contains 17054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791680.000000 Penalty: 30561.902344
Iteration 224Q: 15 clusters Score -4.179168e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16818 members 
Mstep: Class 4 contains 55610 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 335273 members 
Mstep: Class 8 contains 20209 members 
Mstep: Class 10 contains 7710 members 
Mstep: Class 12 contains 56174 members 
Mstep: Class 14 contains 136753 members 
Mstep: Class 15 contains 18863 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10629 members 
Mstep: Class 21 contains 17047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791696.000000 Penalty: 30561.902344
Iteration 225Q: 15 clusters Score -4.17917e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16809 members 
Mstep: Class 4 contains 55598 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 335337 members 
Mstep: Class 8 contains 20206 members 
Mstep: Class 10 contains 7710 members 
Mstep: Class 12 contains 56160 members 
Mstep: Class 14 contains 136735 members 
Mstep: Class 15 contains 18864 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10629 members 
Mstep: Class 21 contains 17038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791712.000000 Penalty: 30561.902344
Iteration 226Q: 15 clusters Score -4.179171e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16804 members 
Mstep: Class 4 contains 55582 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 335390 members 
Mstep: Class 8 contains 20204 members 
Mstep: Class 10 contains 7710 members 
Mstep: Class 12 contains 56150 members 
Mstep: Class 14 contains 136722 members 
Mstep: Class 15 contains 18863 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10629 members 
Mstep: Class 21 contains 17032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791724.000000 Penalty: 30561.902344
Iteration 227Q: 15 clusters Score -4.179172e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16801 members 
Mstep: Class 4 contains 55567 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 335436 members 
Mstep: Class 8 contains 20203 members 
Mstep: Class 10 contains 7710 members 
Mstep: Class 12 contains 56139 members 
Mstep: Class 14 contains 136711 members 
Mstep: Class 15 contains 18863 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10629 members 
Mstep: Class 21 contains 17026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791704.000000 Penalty: 30561.902344
Iteration 228Q: 15 clusters Score -4.17917e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16799 members 
Mstep: Class 4 contains 55554 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 335481 members 
Mstep: Class 8 contains 20202 members 
Mstep: Class 10 contains 7710 members 
Mstep: Class 12 contains 56129 members 
Mstep: Class 14 contains 136696 members 
Mstep: Class 15 contains 18863 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10629 members 
Mstep: Class 21 contains 17022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791700.000000 Penalty: 30561.902344
Iteration 229Q: 15 clusters Score -4.17917e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16798 members 
Mstep: Class 4 contains 55542 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 335523 members 
Mstep: Class 8 contains 20201 members 
Mstep: Class 10 contains 7710 members 
Mstep: Class 12 contains 56116 members 
Mstep: Class 14 contains 136682 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10629 members 
Mstep: Class 21 contains 17018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791676.000000 Penalty: 30561.902344
Iteration 230Q: 15 clusters Score -4.179168e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16794 members 
Mstep: Class 4 contains 55530 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 335576 members 
Mstep: Class 8 contains 20197 members 
Mstep: Class 10 contains 7710 members 
Mstep: Class 12 contains 56099 members 
Mstep: Class 14 contains 136666 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10630 members 
Mstep: Class 21 contains 17016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791684.000000 Penalty: 30561.902344
Iteration 231Q: 15 clusters Score -4.179168e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16792 members 
Mstep: Class 4 contains 55524 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 335617 members 
Mstep: Class 8 contains 20194 members 
Mstep: Class 10 contains 7710 members 
Mstep: Class 12 contains 56083 members 
Mstep: Class 14 contains 136652 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10632 members 
Mstep: Class 21 contains 17014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791640.000000 Penalty: 30561.902344
Iteration 232Q: 15 clusters Score -4.179164e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16788 members 
Mstep: Class 4 contains 55514 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 335664 members 
Mstep: Class 8 contains 20192 members 
Mstep: Class 10 contains 7710 members 
Mstep: Class 12 contains 56076 members 
Mstep: Class 14 contains 136636 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10633 members 
Mstep: Class 21 contains 17006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791688.000000 Penalty: 30561.902344
Iteration 233Q: 15 clusters Score -4.179169e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16783 members 
Mstep: Class 4 contains 55512 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 335700 members 
Mstep: Class 8 contains 20190 members 
Mstep: Class 10 contains 7710 members 
Mstep: Class 12 contains 56069 members 
Mstep: Class 14 contains 136621 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10633 members 
Mstep: Class 21 contains 17001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791664.000000 Penalty: 30561.902344
Iteration 234Q: 15 clusters Score -4.179166e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16779 members 
Mstep: Class 4 contains 55510 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 335743 members 
Mstep: Class 8 contains 20186 members 
Mstep: Class 10 contains 7711 members 
Mstep: Class 12 contains 56060 members 
Mstep: Class 14 contains 136601 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10633 members 
Mstep: Class 21 contains 16996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791632.000000 Penalty: 30561.902344
Iteration 235Q: 15 clusters Score -4.179163e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16773 members 
Mstep: Class 4 contains 55508 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 335789 members 
Mstep: Class 8 contains 20182 members 
Mstep: Class 10 contains 7712 members 
Mstep: Class 12 contains 56046 members 
Mstep: Class 14 contains 136587 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10633 members 
Mstep: Class 21 contains 16989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791620.000000 Penalty: 30561.902344
Iteration 236Q: 15 clusters Score -4.179162e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16766 members 
Mstep: Class 4 contains 55503 members 
Mstep: Class 5 contains 1166 members 
Mstep: Class 6 contains 335824 members 
Mstep: Class 8 contains 20179 members 
Mstep: Class 10 contains 7712 members 
Mstep: Class 12 contains 56041 members 
Mstep: Class 14 contains 136574 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10634 members 
Mstep: Class 21 contains 16986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791632.000000 Penalty: 30561.902344
Iteration 237Q: 15 clusters Score -4.179163e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16763 members 
Mstep: Class 4 contains 55498 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 335848 members 
Mstep: Class 8 contains 20178 members 
Mstep: Class 10 contains 7712 members 
Mstep: Class 12 contains 56035 members 
Mstep: Class 14 contains 136567 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10636 members 
Mstep: Class 21 contains 16982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791656.000000 Penalty: 30561.902344
Iteration 238Q: 15 clusters Score -4.179166e+07 nChanged 35
Entering ConstructFrom: 
Score: -41791656.000000 Penalty: 30561.902344
Entering ConstructFrom: 
Trying to split cluster 1 (1198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Entering Unmasked Estep 
Score: -76252.179688 Penalty: 1151.866455
	Iteration 0F: 2 clusters Score -76252.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -74643.828125 Penalty: 2303.732910
	Iteration 0F: 3 clusters Score -74643.83 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -74922.515625 Penalty: 2303.732910
	Iteration 1F: 3 clusters Score -74922.52 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -75006.156250 Penalty: 2303.732910
	Iteration 2F: 3 clusters Score -75006.16 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -75055.351562 Penalty: 2303.732910
	Iteration 3Q: 3 clusters Score -75055.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -75085.476562 Penalty: 2303.732910
	Iteration 4Q: 3 clusters Score -75085.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -75106.953125 Penalty: 2303.732910
	Iteration 5Q: 3 clusters Score -75106.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -75120.257812 Penalty: 2303.732910
	Iteration 6Q: 3 clusters Score -75120.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -75130.890625 Penalty: 2303.732910
	Iteration 7Q: 3 clusters Score -75130.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -75148.250000 Penalty: 2303.732910
	Iteration 8Q: 3 clusters Score -75148.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -75163.070312 Penalty: 2303.732910
	Iteration 9Q: 3 clusters Score -75163.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -75178.093750 Penalty: 2303.732910
	Iteration 10Q: 3 clusters Score -75178.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -75185.867188 Penalty: 2303.732910
	Iteration 11Q: 3 clusters Score -75185.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -75192.320312 Penalty: 2303.732910
	Iteration 12Q: 3 clusters Score -75192.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -75197.070312 Penalty: 2303.732910
	Iteration 13Q: 3 clusters Score -75197.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -75197.750000 Penalty: 2303.732910
	Iteration 14Q: 3 clusters Score -75197.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -75197.750000 Penalty: 2303.732910
	Iteration 15F: 3 clusters Score -75197.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -43192.925781 Penalty: 1062.447754
	Iteration 0F: 2 clusters Score -43192.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -41989.730469 Penalty: 2124.895508
	Iteration 0F: 3 clusters Score -41989.73 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -42162.843750 Penalty: 2124.895508
	Iteration 1F: 3 clusters Score -42162.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -42204.863281 Penalty: 2124.895508
	Iteration 2F: 3 clusters Score -42204.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -42215.121094 Penalty: 2124.895508
	Iteration 3Q: 3 clusters Score -42215.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -42222.281250 Penalty: 2124.895508
	Iteration 4Q: 3 clusters Score -42222.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -42227.304688 Penalty: 2124.895508
	Iteration 5Q: 3 clusters Score -42227.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -42233.300781 Penalty: 2124.895508
	Iteration 6Q: 3 clusters Score -42233.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -42236.859375 Penalty: 2124.895508
	Iteration 7Q: 3 clusters Score -42236.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -42241.832031 Penalty: 2124.895508
	Iteration 8Q: 3 clusters Score -42241.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -42247.367188 Penalty: 2124.895508
	Iteration 9Q: 3 clusters Score -42247.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -42255.273438 Penalty: 2124.895508
	Iteration 10Q: 3 clusters Score -42255.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -42259.433594 Penalty: 2124.895508
	Iteration 11Q: 3 clusters Score -42259.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -42264.785156 Penalty: 2124.895508
	Iteration 12Q: 3 clusters Score -42264.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -42273.140625 Penalty: 2124.895508
	Iteration 13Q: 3 clusters Score -42273.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -42277.898438 Penalty: 2124.895508
	Iteration 14Q: 3 clusters Score -42277.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -42280.394531 Penalty: 2124.895508
	Iteration 15Q: 3 clusters Score -42280.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -42281.507812 Penalty: 2124.895508
	Iteration 16Q: 3 clusters Score -42281.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -42282.699219 Penalty: 2124.895508
	Iteration 17Q: 3 clusters Score -42282.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -42284.136719 Penalty: 2124.895508
	Iteration 18Q: 3 clusters Score -42284.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -42284.808594 Penalty: 2124.895508
	Iteration 19Q: 3 clusters Score -42284.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -42285.515625 Penalty: 2124.895508
	Iteration 20F: 3 clusters Score -42285.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -42287.304688 Penalty: 2124.895508
	Iteration 21Q: 3 clusters Score -42287.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -42287.304688 Penalty: 2124.895508
	Iteration 22F: 3 clusters Score -42287.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Entering Unmasked Estep 
Score: -1085419.125000 Penalty: 1580.567749
	Iteration 0F: 2 clusters Score -1085419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1073849.750000 Penalty: 3161.135498
	Iteration 0F: 3 clusters Score -1073850 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1077955.250000 Penalty: 3161.135498
	Iteration 1F: 3 clusters Score -1077955 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1078335.375000 Penalty: 3161.135498
	Iteration 2F: 3 clusters Score -1078335 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1078721.875000 Penalty: 3161.135498
	Iteration 3F: 3 clusters Score -1078722 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1079179.750000 Penalty: 3161.135498
	Iteration 4F: 3 clusters Score -1079180 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1079736.625000 Penalty: 3161.135498
	Iteration 5F: 3 clusters Score -1079737 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1080487.125000 Penalty: 3161.135498
	Iteration 6F: 3 clusters Score -1080487 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1081383.875000 Penalty: 3161.135498
	Iteration 7F: 3 clusters Score -1081384 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1082207.875000 Penalty: 3161.135498
	Iteration 8F: 3 clusters Score -1082208 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1082829.500000 Penalty: 3161.135498
	Iteration 9Q: 3 clusters Score -1082830 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1083116.625000 Penalty: 3161.135498
	Iteration 10Q: 3 clusters Score -1083117 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1083248.500000 Penalty: 3161.135498
	Iteration 11Q: 3 clusters Score -1083248 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1083317.625000 Penalty: 3161.135498
	Iteration 12Q: 3 clusters Score -1083318 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1083366.875000 Penalty: 3161.135498
	Iteration 13Q: 3 clusters Score -1083367 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1083409.875000 Penalty: 3161.135498
	Iteration 14Q: 3 clusters Score -1083410 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1083450.375000 Penalty: 3161.135498
	Iteration 15Q: 3 clusters Score -1083450 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1083492.375000 Penalty: 3161.135498
	Iteration 16Q: 3 clusters Score -1083492 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1083534.875000 Penalty: 3161.135498
	Iteration 17Q: 3 clusters Score -1083535 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1083563.625000 Penalty: 3161.135498
	Iteration 18Q: 3 clusters Score -1083564 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1083592.125000 Penalty: 3161.135498
	Iteration 19Q: 3 clusters Score -1083592 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1083622.000000 Penalty: 3161.135498
	Iteration 20F: 3 clusters Score -1083622 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1083651.750000 Penalty: 3161.135498
	Iteration 21Q: 3 clusters Score -1083652 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1083677.375000 Penalty: 3161.135498
	Iteration 22Q: 3 clusters Score -1083677 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1083701.250000 Penalty: 3161.135498
	Iteration 23Q: 3 clusters Score -1083701 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1083719.875000 Penalty: 3161.135498
	Iteration 24Q: 3 clusters Score -1083720 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1083736.875000 Penalty: 3161.135498
	Iteration 25Q: 3 clusters Score -1083737 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1083764.750000 Penalty: 3161.135498
	Iteration 26Q: 3 clusters Score -1083765 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1083797.125000 Penalty: 3161.135498
	Iteration 27Q: 3 clusters Score -1083797 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1083817.375000 Penalty: 3161.135498
	Iteration 28Q: 3 clusters Score -1083817 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1083841.125000 Penalty: 3161.135498
	Iteration 29Q: 3 clusters Score -1083841 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1083865.375000 Penalty: 3161.135498
	Iteration 30Q: 3 clusters Score -1083865 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1083892.750000 Penalty: 3161.135498
	Iteration 31Q: 3 clusters Score -1083893 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1083913.875000 Penalty: 3161.135498
	Iteration 32Q: 3 clusters Score -1083914 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1083932.875000 Penalty: 3161.135498
	Iteration 33Q: 3 clusters Score -1083933 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1083945.500000 Penalty: 3161.135498
	Iteration 34Q: 3 clusters Score -1083946 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1083956.375000 Penalty: 3161.135498
	Iteration 35Q: 3 clusters Score -1083956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1083967.250000 Penalty: 3161.135498
	Iteration 36Q: 3 clusters Score -1083967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1083978.000000 Penalty: 3161.135498
	Iteration 37Q: 3 clusters Score -1083978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1083988.125000 Penalty: 3161.135498
	Iteration 38Q: 3 clusters Score -1083988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1083998.875000 Penalty: 3161.135498
	Iteration 39Q: 3 clusters Score -1083999 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1084009.375000 Penalty: 3161.135498
	Iteration 40F: 3 clusters Score -1084009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1084016.000000 Penalty: 3161.135498
	Iteration 41Q: 3 clusters Score -1084016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1084027.000000 Penalty: 3161.135498
	Iteration 42Q: 3 clusters Score -1084027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1084039.375000 Penalty: 3161.135498
	Iteration 43Q: 3 clusters Score -1084039 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1084049.625000 Penalty: 3161.135498
	Iteration 44Q: 3 clusters Score -1084050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1084054.875000 Penalty: 3161.135498
	Iteration 45Q: 3 clusters Score -1084055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1084059.125000 Penalty: 3161.135498
	Iteration 46Q: 3 clusters Score -1084059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1084067.625000 Penalty: 3161.135498
	Iteration 47Q: 3 clusters Score -1084068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1084075.750000 Penalty: 3161.135498
	Iteration 48Q: 3 clusters Score -1084076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1084087.750000 Penalty: 3161.135498
	Iteration 49Q: 3 clusters Score -1084088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1084096.250000 Penalty: 3161.135498
	Iteration 50Q: 3 clusters Score -1084096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1084096.625000 Penalty: 3161.135498
	Iteration 51Q: 3 clusters Score -1084097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1084102.500000 Penalty: 3161.135498
	Iteration 52Q: 3 clusters Score -1084102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1084103.875000 Penalty: 3161.135498
	Iteration 53Q: 3 clusters Score -1084104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1084107.500000 Penalty: 3161.135498
	Iteration 54Q: 3 clusters Score -1084108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1084111.625000 Penalty: 3161.135498
	Iteration 55Q: 3 clusters Score -1084112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1084114.250000 Penalty: 3161.135498
	Iteration 56Q: 3 clusters Score -1084114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1084117.250000 Penalty: 3161.135498
	Iteration 57Q: 3 clusters Score -1084117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1084118.625000 Penalty: 3161.135498
	Iteration 58Q: 3 clusters Score -1084119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1084123.125000 Penalty: 3161.135498
	Iteration 59Q: 3 clusters Score -1084123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1084126.625000 Penalty: 3161.135498
	Iteration 60F: 3 clusters Score -1084127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1084127.500000 Penalty: 3161.135498
	Iteration 61Q: 3 clusters Score -1084128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1084128.875000 Penalty: 3161.135498
	Iteration 62Q: 3 clusters Score -1084129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -1084133.375000 Penalty: 3161.135498
	Iteration 63Q: 3 clusters Score -1084133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1084136.500000 Penalty: 3161.135498
	Iteration 64Q: 3 clusters Score -1084136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1084140.375000 Penalty: 3161.135498
	Iteration 65Q: 3 clusters Score -1084140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1084146.250000 Penalty: 3161.135498
	Iteration 66Q: 3 clusters Score -1084146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1084154.375000 Penalty: 3161.135498
	Iteration 67Q: 3 clusters Score -1084154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1084164.000000 Penalty: 3161.135498
	Iteration 68Q: 3 clusters Score -1084164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -1084170.500000 Penalty: 3161.135498
	Iteration 69Q: 3 clusters Score -1084170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1084174.375000 Penalty: 3161.135498
	Iteration 70Q: 3 clusters Score -1084174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1084181.250000 Penalty: 3161.135498
	Iteration 71Q: 3 clusters Score -1084181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1084186.750000 Penalty: 3161.135498
	Iteration 72Q: 3 clusters Score -1084187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1084188.500000 Penalty: 3161.135498
	Iteration 73Q: 3 clusters Score -1084188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -1084189.750000 Penalty: 3161.135498
	Iteration 74Q: 3 clusters Score -1084190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1084191.250000 Penalty: 3161.135498
	Iteration 75Q: 3 clusters Score -1084191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1084191.500000 Penalty: 3161.135498
	Iteration 76Q: 3 clusters Score -1084192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1084192.125000 Penalty: 3161.135498
	Iteration 77Q: 3 clusters Score -1084192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1084193.500000 Penalty: 3161.135498
	Iteration 78Q: 3 clusters Score -1084194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1084194.125000 Penalty: 3161.135498
	Iteration 79Q: 3 clusters Score -1084194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1084195.125000 Penalty: 3161.135498
	Iteration 80F: 3 clusters Score -1084195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1084196.125000 Penalty: 3161.135498
	Iteration 81Q: 3 clusters Score -1084196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1084196.125000 Penalty: 3161.135498
	Iteration 82F: 3 clusters Score -1084196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Entering Unmasked Estep 
Score: -3558538.000000 Penalty: 1775.143188
	Iteration 0F: 2 clusters Score -3558538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -3521416.250000 Penalty: 3550.286377
	Iteration 0F: 3 clusters Score -3521416 nChanged 26132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -3536055.500000 Penalty: 3550.286377
	Iteration 1F: 3 clusters Score -3536056 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3536460.500000 Penalty: 3550.286377
	Iteration 2Q: 3 clusters Score -3536460 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -3536868.250000 Penalty: 3550.286377
	Iteration 3Q: 3 clusters Score -3536868 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -3537377.000000 Penalty: 3550.286377
	Iteration 4Q: 3 clusters Score -3537377 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -3538002.000000 Penalty: 3550.286377
	Iteration 5Q: 3 clusters Score -3538002 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3538968.250000 Penalty: 3550.286377
	Iteration 6Q: 3 clusters Score -3538968 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -3540443.000000 Penalty: 3550.286377
	Iteration 7F: 3 clusters Score -3540443 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -3542533.500000 Penalty: 3550.286377
	Iteration 8F: 3 clusters Score -3542534 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3545370.500000 Penalty: 3550.286377
	Iteration 9F: 3 clusters Score -3545370 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -3548620.250000 Penalty: 3550.286377
	Iteration 10F: 3 clusters Score -3548620 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3551420.750000 Penalty: 3550.286377
	Iteration 11F: 3 clusters Score -3551421 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3552798.250000 Penalty: 3550.286377
	Iteration 12Q: 3 clusters Score -3552798 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -3553369.750000 Penalty: 3550.286377
	Iteration 13Q: 3 clusters Score -3553370 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -3553717.250000 Penalty: 3550.286377
	Iteration 14Q: 3 clusters Score -3553717 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -3554011.000000 Penalty: 3550.286377
	Iteration 15Q: 3 clusters Score -3554011 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -3554265.000000 Penalty: 3550.286377
	Iteration 16Q: 3 clusters Score -3554265 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -3554429.500000 Penalty: 3550.286377
	Iteration 17Q: 3 clusters Score -3554430 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -3554647.250000 Penalty: 3550.286377
	Iteration 18Q: 3 clusters Score -3554647 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -3554801.250000 Penalty: 3550.286377
	Iteration 19Q: 3 clusters Score -3554801 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -3554963.250000 Penalty: 3550.286377
	Iteration 20F: 3 clusters Score -3554963 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -3555086.000000 Penalty: 3550.286377
	Iteration 21Q: 3 clusters Score -3555086 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -3555204.000000 Penalty: 3550.286377
	Iteration 22Q: 3 clusters Score -3555204 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -3555327.750000 Penalty: 3550.286377
	Iteration 23Q: 3 clusters Score -3555328 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -3555435.250000 Penalty: 3550.286377
	Iteration 24Q: 3 clusters Score -3555435 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -3555540.000000 Penalty: 3550.286377
	Iteration 25Q: 3 clusters Score -3555540 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -3555640.000000 Penalty: 3550.286377
	Iteration 26Q: 3 clusters Score -3555640 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -3555732.000000 Penalty: 3550.286377
	Iteration 27Q: 3 clusters Score -3555732 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3555835.500000 Penalty: 3550.286377
	Iteration 28Q: 3 clusters Score -3555836 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -3555907.000000 Penalty: 3550.286377
	Iteration 29Q: 3 clusters Score -3555907 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -3556000.500000 Penalty: 3550.286377
	Iteration 30Q: 3 clusters Score -3556000 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3556066.250000 Penalty: 3550.286377
	Iteration 31Q: 3 clusters Score -3556066 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3556154.000000 Penalty: 3550.286377
	Iteration 32Q: 3 clusters Score -3556154 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -3556203.500000 Penalty: 3550.286377
	Iteration 33Q: 3 clusters Score -3556204 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3556265.750000 Penalty: 3550.286377
	Iteration 34Q: 3 clusters Score -3556266 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -3556325.000000 Penalty: 3550.286377
	Iteration 35Q: 3 clusters Score -3556325 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3556372.750000 Penalty: 3550.286377
	Iteration 36Q: 3 clusters Score -3556373 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3556397.250000 Penalty: 3550.286377
	Iteration 37Q: 3 clusters Score -3556397 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3556434.500000 Penalty: 3550.286377
	Iteration 38Q: 3 clusters Score -3556434 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3556468.250000 Penalty: 3550.286377
	Iteration 39Q: 3 clusters Score -3556468 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3556491.000000 Penalty: 3550.286377
	Iteration 40F: 3 clusters Score -3556491 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3556519.500000 Penalty: 3550.286377
	Iteration 41Q: 3 clusters Score -3556520 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3556531.000000 Penalty: 3550.286377
	Iteration 42Q: 3 clusters Score -3556531 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3556564.250000 Penalty: 3550.286377
	Iteration 43Q: 3 clusters Score -3556564 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3556577.000000 Penalty: 3550.286377
	Iteration 44Q: 3 clusters Score -3556577 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3556602.750000 Penalty: 3550.286377
	Iteration 45Q: 3 clusters Score -3556603 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3556618.500000 Penalty: 3550.286377
	Iteration 46Q: 3 clusters Score -3556618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3556643.250000 Penalty: 3550.286377
	Iteration 47Q: 3 clusters Score -3556643 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3556658.250000 Penalty: 3550.286377
	Iteration 48Q: 3 clusters Score -3556658 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53597 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3556681.500000 Penalty: 3550.286377
	Iteration 49Q: 3 clusters Score -3556682 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3556695.750000 Penalty: 3550.286377
	Iteration 50Q: 3 clusters Score -3556696 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3556713.250000 Penalty: 3550.286377
	Iteration 51Q: 3 clusters Score -3556713 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3556727.750000 Penalty: 3550.286377
	Iteration 52Q: 3 clusters Score -3556728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3556744.250000 Penalty: 3550.286377
	Iteration 53Q: 3 clusters Score -3556744 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3556763.250000 Penalty: 3550.286377
	Iteration 54Q: 3 clusters Score -3556763 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3556779.250000 Penalty: 3550.286377
	Iteration 55Q: 3 clusters Score -3556779 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3556798.000000 Penalty: 3550.286377
	Iteration 56Q: 3 clusters Score -3556798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3556816.000000 Penalty: 3550.286377
	Iteration 57Q: 3 clusters Score -3556816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3556827.250000 Penalty: 3550.286377
	Iteration 58Q: 3 clusters Score -3556827 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3556846.250000 Penalty: 3550.286377
	Iteration 59Q: 3 clusters Score -3556846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3556854.750000 Penalty: 3550.286377
	Iteration 60F: 3 clusters Score -3556855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3556851.000000 Penalty: 3550.286377
	Iteration 61Q: 3 clusters Score -3556851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3556869.250000 Penalty: 3550.286377
	Iteration 62Q: 3 clusters Score -3556869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3556870.250000 Penalty: 3550.286377
	Iteration 63Q: 3 clusters Score -3556870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3556880.500000 Penalty: 3550.286377
	Iteration 64Q: 3 clusters Score -3556880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3556895.500000 Penalty: 3550.286377
	Iteration 65Q: 3 clusters Score -3556896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3556905.500000 Penalty: 3550.286377
	Iteration 66Q: 3 clusters Score -3556906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3556905.250000 Penalty: 3550.286377
	Iteration 67Q: 3 clusters Score -3556905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3556911.750000 Penalty: 3550.286377
	Iteration 68Q: 3 clusters Score -3556912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54427 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3556924.750000 Penalty: 3550.286377
	Iteration 69Q: 3 clusters Score -3556925 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3556934.750000 Penalty: 3550.286377
	Iteration 70Q: 3 clusters Score -3556935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3556942.000000 Penalty: 3550.286377
	Iteration 71Q: 3 clusters Score -3556942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3556947.000000 Penalty: 3550.286377
	Iteration 72Q: 3 clusters Score -3556947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3556952.500000 Penalty: 3550.286377
	Iteration 73Q: 3 clusters Score -3556952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3556952.750000 Penalty: 3550.286377
	Iteration 74Q: 3 clusters Score -3556953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3556959.250000 Penalty: 3550.286377
	Iteration 75Q: 3 clusters Score -3556959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3556964.250000 Penalty: 3550.286377
	Iteration 76Q: 3 clusters Score -3556964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3556963.500000 Penalty: 3550.286377
	Iteration 77Q: 3 clusters Score -3556964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3556976.000000 Penalty: 3550.286377
	Iteration 78Q: 3 clusters Score -3556976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3556974.000000 Penalty: 3550.286377
	Iteration 79Q: 3 clusters Score -3556974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3556979.000000 Penalty: 3550.286377
	Iteration 80F: 3 clusters Score -3556979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3556971.500000 Penalty: 3550.286377
	Iteration 81Q: 3 clusters Score -3556972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3556972.750000 Penalty: 3550.286377
	Iteration 82Q: 3 clusters Score -3556973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3556973.750000 Penalty: 3550.286377
	Iteration 83Q: 3 clusters Score -3556974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3556980.000000 Penalty: 3550.286377
	Iteration 84Q: 3 clusters Score -3556980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3556984.750000 Penalty: 3550.286377
	Iteration 85Q: 3 clusters Score -3556985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3556984.250000 Penalty: 3550.286377
	Iteration 86Q: 3 clusters Score -3556984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3556979.250000 Penalty: 3550.286377
	Iteration 87Q: 3 clusters Score -3556979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3556982.250000 Penalty: 3550.286377
	Iteration 88Q: 3 clusters Score -3556982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3556982.250000 Penalty: 3550.286377
	Iteration 89F: 3 clusters Score -3556982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -71649.718750 Penalty: 1147.606079
	Iteration 0F: 2 clusters Score -71649.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -70072.125000 Penalty: 2295.212158
	Iteration 0F: 3 clusters Score -70072.12 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -70368.148438 Penalty: 2295.212158
	Iteration 1F: 3 clusters Score -70368.15 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -70444.921875 Penalty: 2295.212158
	Iteration 2F: 3 clusters Score -70444.92 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -70484.078125 Penalty: 2295.212158
	Iteration 3Q: 3 clusters Score -70484.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -70507.210938 Penalty: 2295.212158
	Iteration 4Q: 3 clusters Score -70507.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -70526.546875 Penalty: 2295.212158
	Iteration 5Q: 3 clusters Score -70526.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -70540.000000 Penalty: 2295.212158
	Iteration 6Q: 3 clusters Score -70540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -70561.835938 Penalty: 2295.212158
	Iteration 7Q: 3 clusters Score -70561.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -70574.804688 Penalty: 2295.212158
	Iteration 8Q: 3 clusters Score -70574.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -70581.867188 Penalty: 2295.212158
	Iteration 9Q: 3 clusters Score -70581.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -70585.085938 Penalty: 2295.212158
	Iteration 10Q: 3 clusters Score -70585.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -70586.328125 Penalty: 2295.212158
	Iteration 11Q: 3 clusters Score -70586.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -70586.617188 Penalty: 2295.212158
	Iteration 12Q: 3 clusters Score -70586.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -70586.773438 Penalty: 2295.212158
	Iteration 13Q: 3 clusters Score -70586.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -70586.773438 Penalty: 2295.212158
	Iteration 14F: 3 clusters Score -70586.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (335873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335873 members 
Entering Unmasked Estep 
Score: -20878050.000000 Penalty: 2067.729248
	Iteration 0F: 2 clusters Score -2.087805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167666 members 
Mstep: Class 2 contains 168207 members 
Entering Unmasked Estep 
Score: -20651314.000000 Penalty: 4135.458496
	Iteration 0F: 3 clusters Score -2.065131e+07 nChanged 163527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161889 members 
Mstep: Class 2 contains 173984 members 
Entering Unmasked Estep 
Score: -20748106.000000 Penalty: 4135.458496
	Iteration 1F: 3 clusters Score -2.074811e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157462 members 
Mstep: Class 2 contains 178411 members 
Entering Unmasked Estep 
Score: -20749554.000000 Penalty: 4135.458496
	Iteration 2Q: 3 clusters Score -2.074955e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150316 members 
Mstep: Class 2 contains 185557 members 
Entering Unmasked Estep 
Score: -20752166.000000 Penalty: 4135.458496
	Iteration 3Q: 3 clusters Score -2.075217e+07 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139244 members 
Mstep: Class 2 contains 196629 members 
Entering Unmasked Estep 
Score: -20756712.000000 Penalty: 4135.458496
	Iteration 4Q: 3 clusters Score -2.075671e+07 nChanged 17115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122503 members 
Mstep: Class 2 contains 213370 members 
Entering Unmasked Estep 
Score: -20765436.000000 Penalty: 4135.458496
	Iteration 5F: 3 clusters Score -2.076544e+07 nChanged 24113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98490 members 
Mstep: Class 2 contains 237383 members 
Entering Unmasked Estep 
Score: -20781964.000000 Penalty: 4135.458496
	Iteration 6F: 3 clusters Score -2.078196e+07 nChanged 30440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68054 members 
Mstep: Class 2 contains 267819 members 
Entering Unmasked Estep 
Score: -20808214.000000 Penalty: 4135.458496
	Iteration 7F: 3 clusters Score -2.080821e+07 nChanged 31068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 298885 members 
Entering Unmasked Estep 
Score: -20839134.000000 Penalty: 4135.458496
	Iteration 8F: 3 clusters Score -2.083913e+07 nChanged 22592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 321477 members 
Entering Unmasked Estep 
Score: -20862336.000000 Penalty: 4135.458496
	Iteration 9F: 3 clusters Score -2.086234e+07 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 331884 members 
Entering Unmasked Estep 
Score: -20872606.000000 Penalty: 4135.458496
	Iteration 10Q: 3 clusters Score -2.087261e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 334934 members 
Entering Unmasked Estep 
Score: -20875296.000000 Penalty: 4135.458496
	Iteration 11Q: 3 clusters Score -2.08753e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 335579 members 
Entering Unmasked Estep 
Score: -20875962.000000 Penalty: 4135.458496
	Iteration 12Q: 3 clusters Score -2.087596e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 335701 members 
Entering Unmasked Estep 
Score: -20876086.000000 Penalty: 4135.458496
	Iteration 13Q: 3 clusters Score -2.087609e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 335730 members 
Entering Unmasked Estep 
Score: -20876166.000000 Penalty: 4135.458496
	Iteration 14Q: 3 clusters Score -2.087617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 335733 members 
Entering Unmasked Estep 
Score: -20876176.000000 Penalty: 4135.458496
	Iteration 15Q: 3 clusters Score -2.087618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 335734 members 
Entering Unmasked Estep 
Score: -20876192.000000 Penalty: 4135.458496
	Iteration 16Q: 3 clusters Score -2.087619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 335735 members 
Entering Unmasked Estep 
Score: -20876200.000000 Penalty: 4135.458496
	Iteration 17Q: 3 clusters Score -2.08762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 335735 members 
Entering Unmasked Estep 
Score: -20876218.000000 Penalty: 4135.458496
	Iteration 18Q: 3 clusters Score -2.087622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 335732 members 
Entering Unmasked Estep 
Score: -20876244.000000 Penalty: 4135.458496
	Iteration 19Q: 3 clusters Score -2.087624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 335732 members 
Entering Unmasked Estep 
Score: -20876248.000000 Penalty: 4135.458496
	Iteration 20F: 3 clusters Score -2.087625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 335731 members 
Entering Unmasked Estep 
Score: -20876242.000000 Penalty: 4135.458496
	Iteration 21Q: 3 clusters Score -2.087624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 335732 members 
Entering Unmasked Estep 
Score: -20876240.000000 Penalty: 4135.458496
	Iteration 22Q: 3 clusters Score -2.087624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 335734 members 
Entering Unmasked Estep 
Score: -20876254.000000 Penalty: 4135.458496
	Iteration 23Q: 3 clusters Score -2.087625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 335732 members 
Entering Unmasked Estep 
Score: -20876256.000000 Penalty: 4135.458496
	Iteration 24Q: 3 clusters Score -2.087626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 335733 members 
Entering Unmasked Estep 
Score: -20876258.000000 Penalty: 4135.458496
	Iteration 25Q: 3 clusters Score -2.087626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 335735 members 
Entering Unmasked Estep 
Score: -20876264.000000 Penalty: 4135.458496
	Iteration 26Q: 3 clusters Score -2.087626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 335734 members 
Entering Unmasked Estep 
Score: -20876282.000000 Penalty: 4135.458496
	Iteration 27Q: 3 clusters Score -2.087628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 335737 members 
Entering Unmasked Estep 
Score: -20876288.000000 Penalty: 4135.458496
	Iteration 28Q: 3 clusters Score -2.087629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 335738 members 
Entering Unmasked Estep 
Score: -20876290.000000 Penalty: 4135.458496
	Iteration 29Q: 3 clusters Score -2.087629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 335739 members 
Entering Unmasked Estep 
Score: -20876296.000000 Penalty: 4135.458496
	Iteration 30Q: 3 clusters Score -2.08763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 335739 members 
Entering Unmasked Estep 
Score: -20876296.000000 Penalty: 4135.458496
	Iteration 31F: 3 clusters Score -2.08763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Entering Unmasked Estep 
Score: -1296843.375000 Penalty: 1610.740356
	Iteration 0F: 2 clusters Score -1296843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1283135.500000 Penalty: 3221.480713
	Iteration 0F: 3 clusters Score -1283136 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1288114.500000 Penalty: 3221.480713
	Iteration 1F: 3 clusters Score -1288114 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1288393.625000 Penalty: 3221.480713
	Iteration 2Q: 3 clusters Score -1288394 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1288706.875000 Penalty: 3221.480713
	Iteration 3Q: 3 clusters Score -1288707 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1289075.500000 Penalty: 3221.480713
	Iteration 4Q: 3 clusters Score -1289076 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1289572.125000 Penalty: 3221.480713
	Iteration 5Q: 3 clusters Score -1289572 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1290340.375000 Penalty: 3221.480713
	Iteration 6F: 3 clusters Score -1290340 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1291449.875000 Penalty: 3221.480713
	Iteration 7F: 3 clusters Score -1291450 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -1292760.625000 Penalty: 3221.480713
	Iteration 8F: 3 clusters Score -1292761 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -1293915.500000 Penalty: 3221.480713
	Iteration 9F: 3 clusters Score -1293916 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -1294690.750000 Penalty: 3221.480713
	Iteration 10Q: 3 clusters Score -1294691 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -1295111.250000 Penalty: 3221.480713
	Iteration 11Q: 3 clusters Score -1295111 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -1295273.250000 Penalty: 3221.480713
	Iteration 12Q: 3 clusters Score -1295273 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -1295352.250000 Penalty: 3221.480713
	Iteration 13Q: 3 clusters Score -1295352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -1295391.750000 Penalty: 3221.480713
	Iteration 14Q: 3 clusters Score -1295392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -1295411.250000 Penalty: 3221.480713
	Iteration 15Q: 3 clusters Score -1295411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -1295427.125000 Penalty: 3221.480713
	Iteration 16Q: 3 clusters Score -1295427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -1295432.625000 Penalty: 3221.480713
	Iteration 17Q: 3 clusters Score -1295433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -1295434.125000 Penalty: 3221.480713
	Iteration 18Q: 3 clusters Score -1295434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -1295435.500000 Penalty: 3221.480713
	Iteration 19Q: 3 clusters Score -1295436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -1295435.875000 Penalty: 3221.480713
	Iteration 20F: 3 clusters Score -1295436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -1295441.875000 Penalty: 3221.480713
	Iteration 21Q: 3 clusters Score -1295442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -1295446.625000 Penalty: 3221.480713
	Iteration 22Q: 3 clusters Score -1295447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -1295450.500000 Penalty: 3221.480713
	Iteration 23Q: 3 clusters Score -1295450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -1295453.000000 Penalty: 3221.480713
	Iteration 24Q: 3 clusters Score -1295453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -1295455.500000 Penalty: 3221.480713
	Iteration 25Q: 3 clusters Score -1295456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -1295455.500000 Penalty: 3221.480713
	Iteration 26F: 3 clusters Score -1295456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Entering Unmasked Estep 
Score: -487430.656250 Penalty: 1454.461548
	Iteration 0F: 2 clusters Score -487430.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -481777.937500 Penalty: 2908.923096
	Iteration 0F: 3 clusters Score -481777.9 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -483680.375000 Penalty: 2908.923096
	Iteration 1F: 3 clusters Score -483680.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -483991.500000 Penalty: 2908.923096
	Iteration 2F: 3 clusters Score -483991.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -484311.000000 Penalty: 2908.923096
	Iteration 3F: 3 clusters Score -484311 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -484621.718750 Penalty: 2908.923096
	Iteration 4F: 3 clusters Score -484621.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -484991.531250 Penalty: 2908.923096
	Iteration 5F: 3 clusters Score -484991.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -485420.312500 Penalty: 2908.923096
	Iteration 6F: 3 clusters Score -485420.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -485852.218750 Penalty: 2908.923096
	Iteration 7F: 3 clusters Score -485852.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -486214.968750 Penalty: 2908.923096
	Iteration 8F: 3 clusters Score -486215 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -486452.031250 Penalty: 2908.923096
	Iteration 9Q: 3 clusters Score -486452 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -486583.281250 Penalty: 2908.923096
	Iteration 10Q: 3 clusters Score -486583.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -486652.093750 Penalty: 2908.923096
	Iteration 11Q: 3 clusters Score -486652.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -486707.843750 Penalty: 2908.923096
	Iteration 12Q: 3 clusters Score -486707.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -486740.906250 Penalty: 2908.923096
	Iteration 13Q: 3 clusters Score -486740.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -486783.468750 Penalty: 2908.923096
	Iteration 14Q: 3 clusters Score -486783.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -486821.906250 Penalty: 2908.923096
	Iteration 15Q: 3 clusters Score -486821.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -486858.750000 Penalty: 2908.923096
	Iteration 16Q: 3 clusters Score -486858.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -486897.656250 Penalty: 2908.923096
	Iteration 17Q: 3 clusters Score -486897.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -486942.125000 Penalty: 2908.923096
	Iteration 18Q: 3 clusters Score -486942.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -487000.281250 Penalty: 2908.923096
	Iteration 19Q: 3 clusters Score -487000.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -487047.500000 Penalty: 2908.923096
	Iteration 20F: 3 clusters Score -487047.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -487099.343750 Penalty: 2908.923096
	Iteration 21Q: 3 clusters Score -487099.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -487138.656250 Penalty: 2908.923096
	Iteration 22Q: 3 clusters Score -487138.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -487155.218750 Penalty: 2908.923096
	Iteration 23Q: 3 clusters Score -487155.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -487168.750000 Penalty: 2908.923096
	Iteration 24Q: 3 clusters Score -487168.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -487177.375000 Penalty: 2908.923096
	Iteration 25Q: 3 clusters Score -487177.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -487180.843750 Penalty: 2908.923096
	Iteration 26Q: 3 clusters Score -487180.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -487182.906250 Penalty: 2908.923096
	Iteration 27Q: 3 clusters Score -487182.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -487185.937500 Penalty: 2908.923096
	Iteration 28Q: 3 clusters Score -487185.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -487185.562500 Penalty: 2908.923096
	Iteration 29Q: 3 clusters Score -487185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -487185.562500 Penalty: 2908.923096
	Iteration 30Q: 3 clusters Score -487185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -487186.250000 Penalty: 2908.923096
	Iteration 31Q: 3 clusters Score -487186.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -487185.656250 Penalty: 2908.923096
	Iteration 32Q: 3 clusters Score -487185.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -487185.718750 Penalty: 2908.923096
	Iteration 33Q: 3 clusters Score -487185.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -487186.875000 Penalty: 2908.923096
	Iteration 34Q: 3 clusters Score -487186.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -487186.968750 Penalty: 2908.923096
	Iteration 35Q: 3 clusters Score -487187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -487187.062500 Penalty: 2908.923096
	Iteration 36Q: 3 clusters Score -487187.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -487187.156250 Penalty: 2908.923096
	Iteration 37Q: 3 clusters Score -487187.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -487187.156250 Penalty: 2908.923096
	Iteration 38F: 3 clusters Score -487187.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56028 members 
Entering Unmasked Estep 
Score: -3511797.000000 Penalty: 1776.711182
	Iteration 0F: 2 clusters Score -3511797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -3474199.000000 Penalty: 3553.422363
	Iteration 0F: 3 clusters Score -3474199 nChanged 26511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -3489329.000000 Penalty: 3553.422363
	Iteration 1F: 3 clusters Score -3489329 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -3489838.250000 Penalty: 3553.422363
	Iteration 2Q: 3 clusters Score -3489838 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3490423.250000 Penalty: 3553.422363
	Iteration 3Q: 3 clusters Score -3490423 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -3491143.250000 Penalty: 3553.422363
	Iteration 4Q: 3 clusters Score -3491143 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3492073.500000 Penalty: 3553.422363
	Iteration 5Q: 3 clusters Score -3492074 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3493436.500000 Penalty: 3553.422363
	Iteration 6Q: 3 clusters Score -3493436 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -3495384.000000 Penalty: 3553.422363
	Iteration 7F: 3 clusters Score -3495384 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -3498190.750000 Penalty: 3553.422363
	Iteration 8F: 3 clusters Score -3498191 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3501409.750000 Penalty: 3553.422363
	Iteration 9F: 3 clusters Score -3501410 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3504380.750000 Penalty: 3553.422363
	Iteration 10F: 3 clusters Score -3504381 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -3506472.250000 Penalty: 3553.422363
	Iteration 11Q: 3 clusters Score -3506472 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -3507815.000000 Penalty: 3553.422363
	Iteration 12Q: 3 clusters Score -3507815 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -3508638.500000 Penalty: 3553.422363
	Iteration 13Q: 3 clusters Score -3508638 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -3509069.750000 Penalty: 3553.422363
	Iteration 14Q: 3 clusters Score -3509070 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3509282.750000 Penalty: 3553.422363
	Iteration 15Q: 3 clusters Score -3509283 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3509429.250000 Penalty: 3553.422363
	Iteration 16Q: 3 clusters Score -3509429 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -3509532.000000 Penalty: 3553.422363
	Iteration 17Q: 3 clusters Score -3509532 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -3509597.250000 Penalty: 3553.422363
	Iteration 18Q: 3 clusters Score -3509597 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3509647.000000 Penalty: 3553.422363
	Iteration 19Q: 3 clusters Score -3509647 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -3509708.250000 Penalty: 3553.422363
	Iteration 20F: 3 clusters Score -3509708 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3509738.500000 Penalty: 3553.422363
	Iteration 21Q: 3 clusters Score -3509738 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -3509758.250000 Penalty: 3553.422363
	Iteration 22Q: 3 clusters Score -3509758 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -3509777.000000 Penalty: 3553.422363
	Iteration 23Q: 3 clusters Score -3509777 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3509788.500000 Penalty: 3553.422363
	Iteration 24Q: 3 clusters Score -3509788 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -3509796.250000 Penalty: 3553.422363
	Iteration 25Q: 3 clusters Score -3509796 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -3509813.000000 Penalty: 3553.422363
	Iteration 26Q: 3 clusters Score -3509813 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -3509825.750000 Penalty: 3553.422363
	Iteration 27Q: 3 clusters Score -3509826 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3509845.500000 Penalty: 3553.422363
	Iteration 28Q: 3 clusters Score -3509846 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3509868.750000 Penalty: 3553.422363
	Iteration 29Q: 3 clusters Score -3509869 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -3509886.500000 Penalty: 3553.422363
	Iteration 30Q: 3 clusters Score -3509886 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -3509892.000000 Penalty: 3553.422363
	Iteration 31Q: 3 clusters Score -3509892 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -3509908.750000 Penalty: 3553.422363
	Iteration 32Q: 3 clusters Score -3509909 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3509908.500000 Penalty: 3553.422363
	Iteration 33Q: 3 clusters Score -3509908 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -3509922.500000 Penalty: 3553.422363
	Iteration 34Q: 3 clusters Score -3509922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -3509928.250000 Penalty: 3553.422363
	Iteration 35Q: 3 clusters Score -3509928 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3509932.500000 Penalty: 3553.422363
	Iteration 36Q: 3 clusters Score -3509932 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -3509949.500000 Penalty: 3553.422363
	Iteration 37Q: 3 clusters Score -3509950 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3509964.500000 Penalty: 3553.422363
	Iteration 38Q: 3 clusters Score -3509964 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52129 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3509992.250000 Penalty: 3553.422363
	Iteration 39Q: 3 clusters Score -3509992 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3509986.000000 Penalty: 3553.422363
	Iteration 40F: 3 clusters Score -3509986 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3510009.500000 Penalty: 3553.422363
	Iteration 41Q: 3 clusters Score -3510010 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -3510029.250000 Penalty: 3553.422363
	Iteration 42Q: 3 clusters Score -3510029 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3510049.750000 Penalty: 3553.422363
	Iteration 43Q: 3 clusters Score -3510050 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3510068.000000 Penalty: 3553.422363
	Iteration 44Q: 3 clusters Score -3510068 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3510096.750000 Penalty: 3553.422363
	Iteration 45Q: 3 clusters Score -3510097 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -3510113.750000 Penalty: 3553.422363
	Iteration 46Q: 3 clusters Score -3510114 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3510123.000000 Penalty: 3553.422363
	Iteration 47Q: 3 clusters Score -3510123 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -3510131.000000 Penalty: 3553.422363
	Iteration 48Q: 3 clusters Score -3510131 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3510139.750000 Penalty: 3553.422363
	Iteration 49Q: 3 clusters Score -3510140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3510158.500000 Penalty: 3553.422363
	Iteration 50Q: 3 clusters Score -3510158 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -3510162.500000 Penalty: 3553.422363
	Iteration 51Q: 3 clusters Score -3510162 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -3510163.750000 Penalty: 3553.422363
	Iteration 52Q: 3 clusters Score -3510164 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3510190.750000 Penalty: 3553.422363
	Iteration 53Q: 3 clusters Score -3510191 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3510206.000000 Penalty: 3553.422363
	Iteration 54Q: 3 clusters Score -3510206 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3510217.500000 Penalty: 3553.422363
	Iteration 55Q: 3 clusters Score -3510218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3510220.750000 Penalty: 3553.422363
	Iteration 56Q: 3 clusters Score -3510221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3510226.250000 Penalty: 3553.422363
	Iteration 57Q: 3 clusters Score -3510226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3510233.000000 Penalty: 3553.422363
	Iteration 58Q: 3 clusters Score -3510233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3510239.000000 Penalty: 3553.422363
	Iteration 59Q: 3 clusters Score -3510239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3510242.250000 Penalty: 3553.422363
	Iteration 60F: 3 clusters Score -3510242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3510250.000000 Penalty: 3553.422363
	Iteration 61Q: 3 clusters Score -3510250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3510250.250000 Penalty: 3553.422363
	Iteration 62Q: 3 clusters Score -3510250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3510250.000000 Penalty: 3553.422363
	Iteration 63Q: 3 clusters Score -3510250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3510254.500000 Penalty: 3553.422363
	Iteration 64Q: 3 clusters Score -3510254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3510250.750000 Penalty: 3553.422363
	Iteration 65Q: 3 clusters Score -3510251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3510248.750000 Penalty: 3553.422363
	Iteration 66Q: 3 clusters Score -3510249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53519 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3510263.000000 Penalty: 3553.422363
	Iteration 67Q: 3 clusters Score -3510263 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3510270.250000 Penalty: 3553.422363
	Iteration 68Q: 3 clusters Score -3510270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3510273.500000 Penalty: 3553.422363
	Iteration 69Q: 3 clusters Score -3510274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3510272.000000 Penalty: 3553.422363
	Iteration 70Q: 3 clusters Score -3510272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3510277.000000 Penalty: 3553.422363
	Iteration 71Q: 3 clusters Score -3510277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3510276.000000 Penalty: 3553.422363
	Iteration 72Q: 3 clusters Score -3510276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3510280.000000 Penalty: 3553.422363
	Iteration 73Q: 3 clusters Score -3510280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3510280.250000 Penalty: 3553.422363
	Iteration 74Q: 3 clusters Score -3510280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3510285.250000 Penalty: 3553.422363
	Iteration 75Q: 3 clusters Score -3510285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3510287.500000 Penalty: 3553.422363
	Iteration 76Q: 3 clusters Score -3510288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3510288.500000 Penalty: 3553.422363
	Iteration 77Q: 3 clusters Score -3510288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3510287.750000 Penalty: 3553.422363
	Iteration 78Q: 3 clusters Score -3510288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3510294.000000 Penalty: 3553.422363
	Iteration 79Q: 3 clusters Score -3510294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3510290.500000 Penalty: 3553.422363
	Iteration 80F: 3 clusters Score -3510290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3510293.000000 Penalty: 3553.422363
	Iteration 81Q: 3 clusters Score -3510293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3510292.750000 Penalty: 3553.422363
	Iteration 82Q: 3 clusters Score -3510293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3510289.250000 Penalty: 3553.422363
	Iteration 83Q: 3 clusters Score -3510289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3510293.250000 Penalty: 3553.422363
	Iteration 84Q: 3 clusters Score -3510293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3510299.750000 Penalty: 3553.422363
	Iteration 85Q: 3 clusters Score -3510300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3510304.500000 Penalty: 3553.422363
	Iteration 86Q: 3 clusters Score -3510304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3510307.750000 Penalty: 3553.422363
	Iteration 87Q: 3 clusters Score -3510308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53848 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3510315.500000 Penalty: 3553.422363
	Iteration 88Q: 3 clusters Score -3510316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3510313.250000 Penalty: 3553.422363
	Iteration 89Q: 3 clusters Score -3510313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3510315.250000 Penalty: 3553.422363
	Iteration 90Q: 3 clusters Score -3510315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3510320.500000 Penalty: 3553.422363
	Iteration 91Q: 3 clusters Score -3510320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3510322.500000 Penalty: 3553.422363
	Iteration 92Q: 3 clusters Score -3510322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3510326.000000 Penalty: 3553.422363
	Iteration 93Q: 3 clusters Score -3510326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3510323.250000 Penalty: 3553.422363
	Iteration 94Q: 3 clusters Score -3510323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3510320.750000 Penalty: 3553.422363
	Iteration 95Q: 3 clusters Score -3510321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3510320.750000 Penalty: 3553.422363
	Iteration 96Q: 3 clusters Score -3510321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3510323.000000 Penalty: 3553.422363
	Iteration 97Q: 3 clusters Score -3510323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3510323.000000 Penalty: 3553.422363
	Iteration 98Q: 3 clusters Score -3510323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3510323.000000 Penalty: 3553.422363
	Iteration 99F: 3 clusters Score -3510323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (136567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136567 members 
Entering Unmasked Estep 
Score: -8733201.000000 Penalty: 1921.492676
	Iteration 0F: 2 clusters Score -8733201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
Score: -8641806.000000 Penalty: 3842.985352
	Iteration 0F: 3 clusters Score -8641806 nChanged 65802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75234 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -8681082.000000 Penalty: 3842.985352
	Iteration 1F: 3 clusters Score -8681082 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79487 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -8683019.000000 Penalty: 3842.985352
	Iteration 2Q: 3 clusters Score -8683019 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85845 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -8686452.000000 Penalty: 3842.985352
	Iteration 3F: 3 clusters Score -8686452 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94724 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -8692325.000000 Penalty: 3842.985352
	Iteration 4F: 3 clusters Score -8692325 nChanged 11454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106010 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -8701474.000000 Penalty: 3842.985352
	Iteration 5F: 3 clusters Score -8701474 nChanged 12090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118078 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -8712901.000000 Penalty: 3842.985352
	Iteration 6F: 3 clusters Score -8712901 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127835 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -8722703.000000 Penalty: 3842.985352
	Iteration 7F: 3 clusters Score -8722703 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133526 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -8728601.000000 Penalty: 3842.985352
	Iteration 8Q: 3 clusters Score -8728601 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135613 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8730600.000000 Penalty: 3842.985352
	Iteration 9Q: 3 clusters Score -8730600 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136204 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8731225.000000 Penalty: 3842.985352
	Iteration 10Q: 3 clusters Score -8731225 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136359 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8731433.000000 Penalty: 3842.985352
	Iteration 11Q: 3 clusters Score -8731433 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136387 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8731521.000000 Penalty: 3842.985352
	Iteration 12Q: 3 clusters Score -8731521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136395 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8731560.000000 Penalty: 3842.985352
	Iteration 13Q: 3 clusters Score -8731560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136401 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8731564.000000 Penalty: 3842.985352
	Iteration 14Q: 3 clusters Score -8731564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136403 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8731576.000000 Penalty: 3842.985352
	Iteration 15Q: 3 clusters Score -8731576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136399 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8731574.000000 Penalty: 3842.985352
	Iteration 16Q: 3 clusters Score -8731574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136400 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8731583.000000 Penalty: 3842.985352
	Iteration 17Q: 3 clusters Score -8731583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136401 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8731579.000000 Penalty: 3842.985352
	Iteration 18Q: 3 clusters Score -8731579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136401 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8731581.000000 Penalty: 3842.985352
	Iteration 19F: 3 clusters Score -8731581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136400 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8731577.000000 Penalty: 3842.985352
	Iteration 20F: 3 clusters Score -8731577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Entering Unmasked Estep 
Score: -1144588.000000 Penalty: 1599.814209
	Iteration 0F: 2 clusters Score -1144588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1131728.250000 Penalty: 3199.628418
	Iteration 0F: 3 clusters Score -1131728 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1136295.500000 Penalty: 3199.628418
	Iteration 1F: 3 clusters Score -1136296 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1136668.625000 Penalty: 3199.628418
	Iteration 2F: 3 clusters Score -1136669 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1137109.125000 Penalty: 3199.628418
	Iteration 3F: 3 clusters Score -1137109 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1137697.250000 Penalty: 3199.628418
	Iteration 4F: 3 clusters Score -1137697 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1138440.000000 Penalty: 3199.628418
	Iteration 5F: 3 clusters Score -1138440 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1139332.750000 Penalty: 3199.628418
	Iteration 6F: 3 clusters Score -1139333 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1140360.000000 Penalty: 3199.628418
	Iteration 7F: 3 clusters Score -1140360 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1141346.500000 Penalty: 3199.628418
	Iteration 8F: 3 clusters Score -1141346 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1142132.125000 Penalty: 3199.628418
	Iteration 9Q: 3 clusters Score -1142132 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -1142669.500000 Penalty: 3199.628418
	Iteration 10Q: 3 clusters Score -1142670 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -1142951.000000 Penalty: 3199.628418
	Iteration 11Q: 3 clusters Score -1142951 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -1143071.500000 Penalty: 3199.628418
	Iteration 12Q: 3 clusters Score -1143072 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -1143129.125000 Penalty: 3199.628418
	Iteration 13Q: 3 clusters Score -1143129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -1143150.625000 Penalty: 3199.628418
	Iteration 14Q: 3 clusters Score -1143151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -1143165.250000 Penalty: 3199.628418
	Iteration 15Q: 3 clusters Score -1143165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -1143180.625000 Penalty: 3199.628418
	Iteration 16Q: 3 clusters Score -1143181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -1143187.625000 Penalty: 3199.628418
	Iteration 17Q: 3 clusters Score -1143188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -1143193.625000 Penalty: 3199.628418
	Iteration 18Q: 3 clusters Score -1143194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -1143202.250000 Penalty: 3199.628418
	Iteration 19Q: 3 clusters Score -1143202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -1143208.375000 Penalty: 3199.628418
	Iteration 20F: 3 clusters Score -1143208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -1143208.250000 Penalty: 3199.628418
	Iteration 21Q: 3 clusters Score -1143208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -1143208.000000 Penalty: 3199.628418
	Iteration 22Q: 3 clusters Score -1143208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -1143208.875000 Penalty: 3199.628418
	Iteration 23Q: 3 clusters Score -1143209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -1143209.750000 Penalty: 3199.628418
	Iteration 24Q: 3 clusters Score -1143210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -1143209.750000 Penalty: 3199.628418
	Iteration 25F: 3 clusters Score -1143210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Entering Unmasked Estep 
Score: -257985.718750 Penalty: 1368.754150
	Iteration 0F: 2 clusters Score -257985.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -254324.750000 Penalty: 2737.508301
	Iteration 0F: 3 clusters Score -254324.8 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -255508.250000 Penalty: 2737.508301
	Iteration 1F: 3 clusters Score -255508.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -255695.531250 Penalty: 2737.508301
	Iteration 2F: 3 clusters Score -255695.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -255860.468750 Penalty: 2737.508301
	Iteration 3F: 3 clusters Score -255860.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -256000.078125 Penalty: 2737.508301
	Iteration 4Q: 3 clusters Score -256000.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -256155.500000 Penalty: 2737.508301
	Iteration 5Q: 3 clusters Score -256155.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -256319.656250 Penalty: 2737.508301
	Iteration 6F: 3 clusters Score -256319.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -256496.421875 Penalty: 2737.508301
	Iteration 7Q: 3 clusters Score -256496.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -256700.125000 Penalty: 2737.508301
	Iteration 8F: 3 clusters Score -256700.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -256892.156250 Penalty: 2737.508301
	Iteration 9Q: 3 clusters Score -256892.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -257155.187500 Penalty: 2737.508301
	Iteration 10Q: 3 clusters Score -257155.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -257399.000000 Penalty: 2737.508301
	Iteration 11Q: 3 clusters Score -257399 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -257580.265625 Penalty: 2737.508301
	Iteration 12Q: 3 clusters Score -257580.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -257655.171875 Penalty: 2737.508301
	Iteration 13Q: 3 clusters Score -257655.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -257685.953125 Penalty: 2737.508301
	Iteration 14Q: 3 clusters Score -257686 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -257700.671875 Penalty: 2737.508301
	Iteration 15Q: 3 clusters Score -257700.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -257706.000000 Penalty: 2737.508301
	Iteration 16Q: 3 clusters Score -257706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -257707.687500 Penalty: 2737.508301
	Iteration 17Q: 3 clusters Score -257707.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -257709.203125 Penalty: 2737.508301
	Iteration 18Q: 3 clusters Score -257709.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -257710.265625 Penalty: 2737.508301
	Iteration 19Q: 3 clusters Score -257710.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -257712.640625 Penalty: 2737.508301
	Iteration 20F: 3 clusters Score -257712.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -257718.843750 Penalty: 2737.508301
	Iteration 21Q: 3 clusters Score -257718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -257719.906250 Penalty: 2737.508301
	Iteration 22Q: 3 clusters Score -257719.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -257721.828125 Penalty: 2737.508301
	Iteration 23Q: 3 clusters Score -257721.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -257723.765625 Penalty: 2737.508301
	Iteration 24Q: 3 clusters Score -257723.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -257723.734375 Penalty: 2737.508301
	Iteration 25Q: 3 clusters Score -257723.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -257723.734375 Penalty: 2737.508301
	Iteration 26F: 3 clusters Score -257723.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Entering Unmasked Estep 
Score: -688804.750000 Penalty: 1506.730591
	Iteration 0F: 2 clusters Score -688804.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -681233.875000 Penalty: 3013.461182
	Iteration 0F: 3 clusters Score -681233.9 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -683752.625000 Penalty: 3013.461182
	Iteration 1F: 3 clusters Score -683752.6 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -684044.437500 Penalty: 3013.461182
	Iteration 2F: 3 clusters Score -684044.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -684309.000000 Penalty: 3013.461182
	Iteration 3F: 3 clusters Score -684309 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -684563.250000 Penalty: 3013.461182
	Iteration 4Q: 3 clusters Score -684563.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -684874.812500 Penalty: 3013.461182
	Iteration 5Q: 3 clusters Score -684874.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -685281.187500 Penalty: 3013.461182
	Iteration 6F: 3 clusters Score -685281.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -685831.687500 Penalty: 3013.461182
	Iteration 7F: 3 clusters Score -685831.7 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -686460.500000 Penalty: 3013.461182
	Iteration 8F: 3 clusters Score -686460.5 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -687012.375000 Penalty: 3013.461182
	Iteration 9F: 3 clusters Score -687012.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -687327.125000 Penalty: 3013.461182
	Iteration 10Q: 3 clusters Score -687327.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -687496.625000 Penalty: 3013.461182
	Iteration 11Q: 3 clusters Score -687496.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -687607.062500 Penalty: 3013.461182
	Iteration 12Q: 3 clusters Score -687607.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -687679.312500 Penalty: 3013.461182
	Iteration 13Q: 3 clusters Score -687679.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -687723.187500 Penalty: 3013.461182
	Iteration 14Q: 3 clusters Score -687723.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -687752.875000 Penalty: 3013.461182
	Iteration 15Q: 3 clusters Score -687752.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -687779.250000 Penalty: 3013.461182
	Iteration 16Q: 3 clusters Score -687779.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -687799.625000 Penalty: 3013.461182
	Iteration 17Q: 3 clusters Score -687799.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -687821.000000 Penalty: 3013.461182
	Iteration 18Q: 3 clusters Score -687821 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -687833.687500 Penalty: 3013.461182
	Iteration 19Q: 3 clusters Score -687833.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -687849.187500 Penalty: 3013.461182
	Iteration 20F: 3 clusters Score -687849.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -687863.375000 Penalty: 3013.461182
	Iteration 21Q: 3 clusters Score -687863.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -687872.437500 Penalty: 3013.461182
	Iteration 22Q: 3 clusters Score -687872.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -687881.750000 Penalty: 3013.461182
	Iteration 23Q: 3 clusters Score -687881.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -687886.750000 Penalty: 3013.461182
	Iteration 24Q: 3 clusters Score -687886.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -687888.937500 Penalty: 3013.461182
	Iteration 25Q: 3 clusters Score -687888.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -687891.375000 Penalty: 3013.461182
	Iteration 26Q: 3 clusters Score -687891.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -687892.812500 Penalty: 3013.461182
	Iteration 27Q: 3 clusters Score -687892.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -687892.875000 Penalty: 3013.461182
	Iteration 28Q: 3 clusters Score -687892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -687892.437500 Penalty: 3013.461182
	Iteration 29Q: 3 clusters Score -687892.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -687892.375000 Penalty: 3013.461182
	Iteration 30Q: 3 clusters Score -687892.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -687894.125000 Penalty: 3013.461182
	Iteration 31Q: 3 clusters Score -687894.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -687895.500000 Penalty: 3013.461182
	Iteration 32Q: 3 clusters Score -687895.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -687896.500000 Penalty: 3013.461182
	Iteration 33Q: 3 clusters Score -687896.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -687896.312500 Penalty: 3013.461182
	Iteration 34Q: 3 clusters Score -687896.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -687897.437500 Penalty: 3013.461182
	Iteration 35Q: 3 clusters Score -687897.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -687897.937500 Penalty: 3013.461182
	Iteration 36Q: 3 clusters Score -687897.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -687899.875000 Penalty: 3013.461182
	Iteration 37Q: 3 clusters Score -687899.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -687900.000000 Penalty: 3013.461182
	Iteration 38Q: 3 clusters Score -687900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -687901.687500 Penalty: 3013.461182
	Iteration 39Q: 3 clusters Score -687901.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -687899.937500 Penalty: 3013.461182
	Iteration 40F: 3 clusters Score -687899.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -687899.687500 Penalty: 3013.461182
	Iteration 41Q: 3 clusters Score -687899.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -687900.687500 Penalty: 3013.461182
	Iteration 42Q: 3 clusters Score -687900.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -687901.125000 Penalty: 3013.461182
	Iteration 43Q: 3 clusters Score -687901.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -687901.687500 Penalty: 3013.461182
	Iteration 44Q: 3 clusters Score -687901.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -687900.625000 Penalty: 3013.461182
	Iteration 45Q: 3 clusters Score -687900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -687901.000000 Penalty: 3013.461182
	Iteration 46Q: 3 clusters Score -687901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -687901.937500 Penalty: 3013.461182
	Iteration 47Q: 3 clusters Score -687901.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -687900.625000 Penalty: 3013.461182
	Iteration 48Q: 3 clusters Score -687900.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -687900.562500 Penalty: 3013.461182
	Iteration 49Q: 3 clusters Score -687900.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -687900.562500 Penalty: 3013.461182
	Iteration 50F: 3 clusters Score -687900.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Entering Unmasked Estep 
Score: -1089076.500000 Penalty: 1582.716187
	Iteration 0F: 2 clusters Score -1089076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1077410.375000 Penalty: 3165.432373
	Iteration 0F: 3 clusters Score -1077410 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1081502.625000 Penalty: 3165.432373
	Iteration 1F: 3 clusters Score -1081503 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1081821.250000 Penalty: 3165.432373
	Iteration 2F: 3 clusters Score -1081821 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1082106.750000 Penalty: 3165.432373
	Iteration 3Q: 3 clusters Score -1082107 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1082430.375000 Penalty: 3165.432373
	Iteration 4Q: 3 clusters Score -1082430 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1082838.375000 Penalty: 3165.432373
	Iteration 5Q: 3 clusters Score -1082838 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1083445.750000 Penalty: 3165.432373
	Iteration 6F: 3 clusters Score -1083446 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1084290.500000 Penalty: 3165.432373
	Iteration 7F: 3 clusters Score -1084290 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1085395.750000 Penalty: 3165.432373
	Iteration 8F: 3 clusters Score -1085396 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1086410.625000 Penalty: 3165.432373
	Iteration 9F: 3 clusters Score -1086411 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1087049.125000 Penalty: 3165.432373
	Iteration 10Q: 3 clusters Score -1087049 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1087360.750000 Penalty: 3165.432373
	Iteration 11Q: 3 clusters Score -1087361 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1087519.250000 Penalty: 3165.432373
	Iteration 12Q: 3 clusters Score -1087519 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1087592.000000 Penalty: 3165.432373
	Iteration 13Q: 3 clusters Score -1087592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1087623.250000 Penalty: 3165.432373
	Iteration 14Q: 3 clusters Score -1087623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1087639.125000 Penalty: 3165.432373
	Iteration 15Q: 3 clusters Score -1087639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1087665.750000 Penalty: 3165.432373
	Iteration 16Q: 3 clusters Score -1087666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1087684.375000 Penalty: 3165.432373
	Iteration 17Q: 3 clusters Score -1087684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1087691.500000 Penalty: 3165.432373
	Iteration 18Q: 3 clusters Score -1087692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1087695.375000 Penalty: 3165.432373
	Iteration 19Q: 3 clusters Score -1087695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1087696.875000 Penalty: 3165.432373
	Iteration 20F: 3 clusters Score -1087697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1087702.500000 Penalty: 3165.432373
	Iteration 21Q: 3 clusters Score -1087702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1087707.500000 Penalty: 3165.432373
	Iteration 22Q: 3 clusters Score -1087708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1087710.875000 Penalty: 3165.432373
	Iteration 23Q: 3 clusters Score -1087711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1087712.625000 Penalty: 3165.432373
	Iteration 24Q: 3 clusters Score -1087713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1087713.250000 Penalty: 3165.432373
	Iteration 25Q: 3 clusters Score -1087713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1087715.375000 Penalty: 3165.432373
	Iteration 26Q: 3 clusters Score -1087715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1087718.125000 Penalty: 3165.432373
	Iteration 27Q: 3 clusters Score -1087718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1087720.250000 Penalty: 3165.432373
	Iteration 28Q: 3 clusters Score -1087720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1087720.250000 Penalty: 3165.432373
	Iteration 29F: 3 clusters Score -1087720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 55490 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 335873 members 
Mstep: Class 8 contains 20176 members 
Mstep: Class 10 contains 7712 members 
Mstep: Class 12 contains 56028 members 
Mstep: Class 14 contains 136567 members 
Mstep: Class 15 contains 18864 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10638 members 
Mstep: Class 21 contains 16980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791628.000000 Penalty: 30561.902344
Iteration 239Q: 15 clusters Score -4.179163e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 55484 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 335894 members 
Mstep: Class 8 contains 20176 members 
Mstep: Class 10 contains 7712 members 
Mstep: Class 12 contains 56024 members 
Mstep: Class 14 contains 136561 members 
Mstep: Class 15 contains 18865 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10641 members 
Mstep: Class 21 contains 16980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791624.000000 Penalty: 30561.902344
Iteration 240F: 15 clusters Score -4.179162e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16741 members 
Mstep: Class 4 contains 55479 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 335917 members 
Mstep: Class 8 contains 20175 members 
Mstep: Class 10 contains 7712 members 
Mstep: Class 12 contains 56018 members 
Mstep: Class 14 contains 136555 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 17 contains 4551 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 21 contains 16979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791604.000000 Penalty: 30561.902344
Iteration 241Q: 15 clusters Score -4.17916e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16734 members 
Mstep: Class 4 contains 55473 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 335949 members 
Mstep: Class 8 contains 20172 members 
Mstep: Class 10 contains 7712 members 
Mstep: Class 12 contains 56012 members 
Mstep: Class 14 contains 136545 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4550 members 
Mstep: Class 19 contains 10645 members 
Mstep: Class 21 contains 16977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791576.000000 Penalty: 30561.902344
Iteration 242Q: 15 clusters Score -4.179158e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16725 members 
Mstep: Class 4 contains 55471 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 335988 members 
Mstep: Class 8 contains 20169 members 
Mstep: Class 10 contains 7712 members 
Mstep: Class 12 contains 56002 members 
Mstep: Class 14 contains 136533 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4549 members 
Mstep: Class 19 contains 10646 members 
Mstep: Class 21 contains 16974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791628.000000 Penalty: 30561.902344
Iteration 243Q: 15 clusters Score -4.179163e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16714 members 
Mstep: Class 4 contains 55467 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336028 members 
Mstep: Class 8 contains 20165 members 
Mstep: Class 10 contains 7712 members 
Mstep: Class 12 contains 55995 members 
Mstep: Class 14 contains 136520 members 
Mstep: Class 15 contains 18868 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 19 contains 10646 members 
Mstep: Class 21 contains 16973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791616.000000 Penalty: 30561.902344
Iteration 244Q: 15 clusters Score -4.179162e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16701 members 
Mstep: Class 4 contains 55463 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336069 members 
Mstep: Class 8 contains 20160 members 
Mstep: Class 10 contains 7713 members 
Mstep: Class 12 contains 55989 members 
Mstep: Class 14 contains 136509 members 
Mstep: Class 15 contains 18868 members 
Mstep: Class 17 contains 4546 members 
Mstep: Class 19 contains 10646 members 
Mstep: Class 21 contains 16972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791644.000000 Penalty: 30561.902344
Iteration 245Q: 15 clusters Score -4.179164e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16687 members 
Mstep: Class 4 contains 55457 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336117 members 
Mstep: Class 8 contains 20155 members 
Mstep: Class 10 contains 7713 members 
Mstep: Class 12 contains 55977 members 
Mstep: Class 14 contains 136497 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10646 members 
Mstep: Class 21 contains 16973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791656.000000 Penalty: 30561.902344
Iteration 246Q: 15 clusters Score -4.179166e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16677 members 
Mstep: Class 4 contains 55453 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336157 members 
Mstep: Class 8 contains 20153 members 
Mstep: Class 10 contains 7713 members 
Mstep: Class 12 contains 55967 members 
Mstep: Class 14 contains 136485 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10646 members 
Mstep: Class 21 contains 16973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791572.000000 Penalty: 30561.902344
Iteration 247Q: 15 clusters Score -4.179157e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16669 members 
Mstep: Class 4 contains 55448 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336194 members 
Mstep: Class 8 contains 20148 members 
Mstep: Class 10 contains 7714 members 
Mstep: Class 12 contains 55956 members 
Mstep: Class 14 contains 136475 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10646 members 
Mstep: Class 21 contains 16974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791552.000000 Penalty: 30561.902344
Iteration 248Q: 15 clusters Score -4.179155e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16664 members 
Mstep: Class 4 contains 55442 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336222 members 
Mstep: Class 8 contains 20148 members 
Mstep: Class 10 contains 7714 members 
Mstep: Class 12 contains 55940 members 
Mstep: Class 14 contains 136470 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10646 members 
Mstep: Class 21 contains 16976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791544.000000 Penalty: 30561.902344
Iteration 249Q: 15 clusters Score -4.179154e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16658 members 
Mstep: Class 4 contains 55437 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336251 members 
Mstep: Class 8 contains 20148 members 
Mstep: Class 10 contains 7714 members 
Mstep: Class 12 contains 55927 members 
Mstep: Class 14 contains 136464 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10646 members 
Mstep: Class 21 contains 16977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791544.000000 Penalty: 30561.902344
Iteration 250Q: 15 clusters Score -4.179154e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16657 members 
Mstep: Class 4 contains 55432 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336280 members 
Mstep: Class 8 contains 20148 members 
Mstep: Class 10 contains 7714 members 
Mstep: Class 12 contains 55909 members 
Mstep: Class 14 contains 136456 members 
Mstep: Class 15 contains 18868 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10646 members 
Mstep: Class 21 contains 16981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791544.000000 Penalty: 30561.902344
Iteration 251Q: 15 clusters Score -4.179154e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16654 members 
Mstep: Class 4 contains 55429 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336316 members 
Mstep: Class 8 contains 20147 members 
Mstep: Class 10 contains 7714 members 
Mstep: Class 12 contains 55888 members 
Mstep: Class 14 contains 136447 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10646 members 
Mstep: Class 21 contains 16983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791540.000000 Penalty: 30561.902344
Iteration 252Q: 15 clusters Score -4.179154e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16651 members 
Mstep: Class 4 contains 55429 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336347 members 
Mstep: Class 8 contains 20146 members 
Mstep: Class 10 contains 7714 members 
Mstep: Class 12 contains 55876 members 
Mstep: Class 14 contains 136432 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10646 members 
Mstep: Class 21 contains 16983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791564.000000 Penalty: 30561.902344
Iteration 253Q: 15 clusters Score -4.179156e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16648 members 
Mstep: Class 4 contains 55429 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336377 members 
Mstep: Class 8 contains 20146 members 
Mstep: Class 10 contains 7714 members 
Mstep: Class 12 contains 55857 members 
Mstep: Class 14 contains 136422 members 
Mstep: Class 15 contains 18868 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10647 members 
Mstep: Class 21 contains 16983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791560.000000 Penalty: 30561.902344
Iteration 254Q: 15 clusters Score -4.179156e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16646 members 
Mstep: Class 4 contains 55430 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336409 members 
Mstep: Class 8 contains 20146 members 
Mstep: Class 10 contains 7714 members 
Mstep: Class 12 contains 55839 members 
Mstep: Class 14 contains 136409 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10647 members 
Mstep: Class 21 contains 16984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791560.000000 Penalty: 30561.902344
Iteration 255Q: 15 clusters Score -4.179156e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16642 members 
Mstep: Class 4 contains 55429 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336439 members 
Mstep: Class 8 contains 20146 members 
Mstep: Class 10 contains 7714 members 
Mstep: Class 12 contains 55825 members 
Mstep: Class 14 contains 136399 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10647 members 
Mstep: Class 21 contains 16984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791556.000000 Penalty: 30561.902344
Iteration 256Q: 15 clusters Score -4.179156e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16637 members 
Mstep: Class 4 contains 55427 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336462 members 
Mstep: Class 8 contains 20146 members 
Mstep: Class 10 contains 7714 members 
Mstep: Class 12 contains 55819 members 
Mstep: Class 14 contains 136389 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10647 members 
Mstep: Class 21 contains 16984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791540.000000 Penalty: 30561.902344
Iteration 257Q: 15 clusters Score -4.179154e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16630 members 
Mstep: Class 4 contains 55426 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336484 members 
Mstep: Class 8 contains 20145 members 
Mstep: Class 10 contains 7714 members 
Mstep: Class 12 contains 55814 members 
Mstep: Class 14 contains 136380 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10648 members 
Mstep: Class 21 contains 16984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791528.000000 Penalty: 30561.902344
Iteration 258Q: 15 clusters Score -4.179153e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16625 members 
Mstep: Class 4 contains 55425 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336506 members 
Mstep: Class 8 contains 20144 members 
Mstep: Class 10 contains 7714 members 
Mstep: Class 12 contains 55810 members 
Mstep: Class 14 contains 136365 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10652 members 
Mstep: Class 21 contains 16984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791520.000000 Penalty: 30561.902344
Iteration 259Q: 15 clusters Score -4.179152e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16624 members 
Mstep: Class 4 contains 55423 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336524 members 
Mstep: Class 8 contains 20144 members 
Mstep: Class 10 contains 7714 members 
Mstep: Class 12 contains 55806 members 
Mstep: Class 14 contains 136350 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10656 members 
Mstep: Class 21 contains 16984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791488.000000 Penalty: 30561.902344
Iteration 260F: 15 clusters Score -4.179149e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16623 members 
Mstep: Class 4 contains 55420 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336543 members 
Mstep: Class 8 contains 20143 members 
Mstep: Class 10 contains 7714 members 
Mstep: Class 12 contains 55803 members 
Mstep: Class 14 contains 136335 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10660 members 
Mstep: Class 21 contains 16984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791512.000000 Penalty: 30561.902344
Iteration 261Q: 15 clusters Score -4.179151e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16623 members 
Mstep: Class 4 contains 55419 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336559 members 
Mstep: Class 8 contains 20143 members 
Mstep: Class 10 contains 7715 members 
Mstep: Class 12 contains 55799 members 
Mstep: Class 14 contains 136318 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10665 members 
Mstep: Class 21 contains 16984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791520.000000 Penalty: 30561.902344
Iteration 262Q: 15 clusters Score -4.179152e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16623 members 
Mstep: Class 4 contains 55419 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336571 members 
Mstep: Class 8 contains 20143 members 
Mstep: Class 10 contains 7715 members 
Mstep: Class 12 contains 55791 members 
Mstep: Class 14 contains 136309 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10671 members 
Mstep: Class 21 contains 16983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791504.000000 Penalty: 30561.902344
Iteration 263Q: 15 clusters Score -4.17915e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16621 members 
Mstep: Class 4 contains 55418 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336582 members 
Mstep: Class 8 contains 20142 members 
Mstep: Class 10 contains 7716 members 
Mstep: Class 12 contains 55786 members 
Mstep: Class 14 contains 136302 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10675 members 
Mstep: Class 21 contains 16983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791492.000000 Penalty: 30561.902344
Iteration 264Q: 15 clusters Score -4.179149e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16618 members 
Mstep: Class 4 contains 55415 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336594 members 
Mstep: Class 8 contains 20142 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55780 members 
Mstep: Class 14 contains 136296 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10679 members 
Mstep: Class 21 contains 16983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791512.000000 Penalty: 30561.902344
Iteration 265Q: 15 clusters Score -4.179151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16614 members 
Mstep: Class 4 contains 55414 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336606 members 
Mstep: Class 8 contains 20142 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55779 members 
Mstep: Class 14 contains 136289 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10681 members 
Mstep: Class 21 contains 16983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791516.000000 Penalty: 30561.902344
Iteration 266Q: 15 clusters Score -4.179152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16607 members 
Mstep: Class 4 contains 55412 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336620 members 
Mstep: Class 8 contains 20142 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55777 members 
Mstep: Class 14 contains 136285 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10683 members 
Mstep: Class 21 contains 16982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791540.000000 Penalty: 30561.902344
Iteration 267Q: 15 clusters Score -4.179154e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16604 members 
Mstep: Class 4 contains 55407 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336640 members 
Mstep: Class 8 contains 20141 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55771 members 
Mstep: Class 14 contains 136280 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10684 members 
Mstep: Class 21 contains 16981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791520.000000 Penalty: 30561.902344
Iteration 268Q: 15 clusters Score -4.179152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16602 members 
Mstep: Class 4 contains 55402 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336652 members 
Mstep: Class 8 contains 20141 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55769 members 
Mstep: Class 14 contains 136274 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10687 members 
Mstep: Class 21 contains 16981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791532.000000 Penalty: 30561.902344
Iteration 269Q: 15 clusters Score -4.179153e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16600 members 
Mstep: Class 4 contains 55399 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336667 members 
Mstep: Class 8 contains 20140 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55765 members 
Mstep: Class 14 contains 136269 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10687 members 
Mstep: Class 21 contains 16981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791532.000000 Penalty: 30561.902344
Iteration 270Q: 15 clusters Score -4.179153e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16596 members 
Mstep: Class 4 contains 55395 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336684 members 
Mstep: Class 8 contains 20139 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55761 members 
Mstep: Class 14 contains 136263 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10689 members 
Mstep: Class 21 contains 16981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791544.000000 Penalty: 30561.902344
Iteration 271Q: 15 clusters Score -4.179154e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 55394 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336705 members 
Mstep: Class 8 contains 20139 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55759 members 
Mstep: Class 14 contains 136251 members 
Mstep: Class 15 contains 18865 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10690 members 
Mstep: Class 21 contains 16981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791580.000000 Penalty: 30561.902344
Iteration 272Q: 15 clusters Score -4.179158e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16581 members 
Mstep: Class 4 contains 55394 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336726 members 
Mstep: Class 8 contains 20138 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55759 members 
Mstep: Class 14 contains 136234 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10694 members 
Mstep: Class 21 contains 16981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791540.000000 Penalty: 30561.902344
Iteration 273Q: 15 clusters Score -4.179154e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16572 members 
Mstep: Class 4 contains 55393 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336750 members 
Mstep: Class 8 contains 20137 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55759 members 
Mstep: Class 14 contains 136219 members 
Mstep: Class 15 contains 18867 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10696 members 
Mstep: Class 21 contains 16981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791536.000000 Penalty: 30561.902344
Iteration 274Q: 15 clusters Score -4.179154e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16563 members 
Mstep: Class 4 contains 55389 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336773 members 
Mstep: Class 8 contains 20134 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55757 members 
Mstep: Class 14 contains 136212 members 
Mstep: Class 15 contains 18868 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10697 members 
Mstep: Class 21 contains 16981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791528.000000 Penalty: 30561.902344
Iteration 275Q: 15 clusters Score -4.179153e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16561 members 
Mstep: Class 4 contains 55385 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336783 members 
Mstep: Class 8 contains 20131 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55753 members 
Mstep: Class 14 contains 136210 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10701 members 
Mstep: Class 21 contains 16981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791496.000000 Penalty: 30561.902344
Iteration 276Q: 15 clusters Score -4.17915e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16555 members 
Mstep: Class 4 contains 55381 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336798 members 
Mstep: Class 8 contains 20128 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55752 members 
Mstep: Class 14 contains 136205 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10705 members 
Mstep: Class 21 contains 16981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791500.000000 Penalty: 30561.902344
Iteration 277Q: 15 clusters Score -4.17915e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16549 members 
Mstep: Class 4 contains 55379 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 336813 members 
Mstep: Class 8 contains 20126 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55752 members 
Mstep: Class 14 contains 136197 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10708 members 
Mstep: Class 21 contains 16981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791512.000000 Penalty: 30561.902344
Iteration 278Q: 15 clusters Score -4.179151e+07 nChanged 15
Entering ConstructFrom: 
Score: -41791512.000000 Penalty: 30561.902344
Entering ConstructFrom: 
Trying to split cluster 1 (1198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Entering Unmasked Estep 
Score: -76252.179688 Penalty: 1151.866455
	Iteration 0F: 2 clusters Score -76252.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -74629.562500 Penalty: 2303.732910
	Iteration 0F: 3 clusters Score -74629.56 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -74906.835938 Penalty: 2303.732910
	Iteration 1F: 3 clusters Score -74906.84 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -74986.195312 Penalty: 2303.732910
	Iteration 2F: 3 clusters Score -74986.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -75024.000000 Penalty: 2303.732910
	Iteration 3Q: 3 clusters Score -75024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -75045.812500 Penalty: 2303.732910
	Iteration 4Q: 3 clusters Score -75045.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -75062.265625 Penalty: 2303.732910
	Iteration 5Q: 3 clusters Score -75062.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -75072.945312 Penalty: 2303.732910
	Iteration 6Q: 3 clusters Score -75072.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -75085.242188 Penalty: 2303.732910
	Iteration 7Q: 3 clusters Score -75085.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -75096.210938 Penalty: 2303.732910
	Iteration 8Q: 3 clusters Score -75096.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -75105.851562 Penalty: 2303.732910
	Iteration 9Q: 3 clusters Score -75105.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -75111.296875 Penalty: 2303.732910
	Iteration 10Q: 3 clusters Score -75111.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -75113.195312 Penalty: 2303.732910
	Iteration 11Q: 3 clusters Score -75113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -75113.890625 Penalty: 2303.732910
	Iteration 12Q: 3 clusters Score -75113.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -75115.992188 Penalty: 2303.732910
	Iteration 13Q: 3 clusters Score -75115.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -75117.132812 Penalty: 2303.732910
	Iteration 14Q: 3 clusters Score -75117.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -75117.648438 Penalty: 2303.732910
	Iteration 15Q: 3 clusters Score -75117.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -75118.781250 Penalty: 2303.732910
	Iteration 16Q: 3 clusters Score -75118.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -75118.781250 Penalty: 2303.732910
	Iteration 17F: 3 clusters Score -75118.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -43192.925781 Penalty: 1062.447754
	Iteration 0F: 2 clusters Score -43192.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -41972.058594 Penalty: 2124.895508
	Iteration 0F: 3 clusters Score -41972.06 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -42164.312500 Penalty: 2124.895508
	Iteration 1F: 3 clusters Score -42164.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -42203.878906 Penalty: 2124.895508
	Iteration 2Q: 3 clusters Score -42203.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -42228.148438 Penalty: 2124.895508
	Iteration 3Q: 3 clusters Score -42228.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -42242.726562 Penalty: 2124.895508
	Iteration 4Q: 3 clusters Score -42242.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -42249.285156 Penalty: 2124.895508
	Iteration 5Q: 3 clusters Score -42249.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -42252.093750 Penalty: 2124.895508
	Iteration 6Q: 3 clusters Score -42252.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -42254.980469 Penalty: 2124.895508
	Iteration 7Q: 3 clusters Score -42254.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -42256.574219 Penalty: 2124.895508
	Iteration 8Q: 3 clusters Score -42256.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -42256.574219 Penalty: 2124.895508
	Iteration 9F: 3 clusters Score -42256.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Entering Unmasked Estep 
Score: -1072111.375000 Penalty: 1578.528320
	Iteration 0F: 2 clusters Score -1072111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1060746.000000 Penalty: 3157.056641
	Iteration 0F: 3 clusters Score -1060746 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1064714.375000 Penalty: 3157.056641
	Iteration 1F: 3 clusters Score -1064714 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1065179.875000 Penalty: 3157.056641
	Iteration 2F: 3 clusters Score -1065180 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1065637.375000 Penalty: 3157.056641
	Iteration 3F: 3 clusters Score -1065637 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1066131.250000 Penalty: 3157.056641
	Iteration 4F: 3 clusters Score -1066131 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1066609.375000 Penalty: 3157.056641
	Iteration 5F: 3 clusters Score -1066609 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1067088.000000 Penalty: 3157.056641
	Iteration 6Q: 3 clusters Score -1067088 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1067549.375000 Penalty: 3157.056641
	Iteration 7Q: 3 clusters Score -1067549 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1068036.625000 Penalty: 3157.056641
	Iteration 8Q: 3 clusters Score -1068037 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1068428.875000 Penalty: 3157.056641
	Iteration 9Q: 3 clusters Score -1068429 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1068731.750000 Penalty: 3157.056641
	Iteration 10Q: 3 clusters Score -1068732 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1068952.375000 Penalty: 3157.056641
	Iteration 11Q: 3 clusters Score -1068952 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1069114.625000 Penalty: 3157.056641
	Iteration 12Q: 3 clusters Score -1069115 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1069216.000000 Penalty: 3157.056641
	Iteration 13Q: 3 clusters Score -1069216 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1069312.500000 Penalty: 3157.056641
	Iteration 14Q: 3 clusters Score -1069312 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1069384.750000 Penalty: 3157.056641
	Iteration 15Q: 3 clusters Score -1069385 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1069440.125000 Penalty: 3157.056641
	Iteration 16Q: 3 clusters Score -1069440 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1069492.000000 Penalty: 3157.056641
	Iteration 17Q: 3 clusters Score -1069492 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1069532.000000 Penalty: 3157.056641
	Iteration 18Q: 3 clusters Score -1069532 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1069562.125000 Penalty: 3157.056641
	Iteration 19Q: 3 clusters Score -1069562 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1069595.375000 Penalty: 3157.056641
	Iteration 20F: 3 clusters Score -1069595 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1069629.375000 Penalty: 3157.056641
	Iteration 21Q: 3 clusters Score -1069629 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1069656.625000 Penalty: 3157.056641
	Iteration 22Q: 3 clusters Score -1069657 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1069682.125000 Penalty: 3157.056641
	Iteration 23Q: 3 clusters Score -1069682 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1069706.625000 Penalty: 3157.056641
	Iteration 24Q: 3 clusters Score -1069707 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1069733.250000 Penalty: 3157.056641
	Iteration 25Q: 3 clusters Score -1069733 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1069745.875000 Penalty: 3157.056641
	Iteration 26Q: 3 clusters Score -1069746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1069765.750000 Penalty: 3157.056641
	Iteration 27Q: 3 clusters Score -1069766 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1069784.500000 Penalty: 3157.056641
	Iteration 28Q: 3 clusters Score -1069784 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1069803.750000 Penalty: 3157.056641
	Iteration 29Q: 3 clusters Score -1069804 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1069825.625000 Penalty: 3157.056641
	Iteration 30Q: 3 clusters Score -1069826 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1069847.500000 Penalty: 3157.056641
	Iteration 31Q: 3 clusters Score -1069848 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1069869.500000 Penalty: 3157.056641
	Iteration 32Q: 3 clusters Score -1069870 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1069887.125000 Penalty: 3157.056641
	Iteration 33Q: 3 clusters Score -1069887 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1069903.375000 Penalty: 3157.056641
	Iteration 34Q: 3 clusters Score -1069903 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1069927.625000 Penalty: 3157.056641
	Iteration 35Q: 3 clusters Score -1069928 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1069949.625000 Penalty: 3157.056641
	Iteration 36Q: 3 clusters Score -1069950 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1069972.250000 Penalty: 3157.056641
	Iteration 37Q: 3 clusters Score -1069972 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1069994.875000 Penalty: 3157.056641
	Iteration 38Q: 3 clusters Score -1069995 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1070024.000000 Penalty: 3157.056641
	Iteration 39Q: 3 clusters Score -1070024 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1070060.125000 Penalty: 3157.056641
	Iteration 40F: 3 clusters Score -1070060 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1070092.125000 Penalty: 3157.056641
	Iteration 41Q: 3 clusters Score -1070092 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1070128.250000 Penalty: 3157.056641
	Iteration 42Q: 3 clusters Score -1070128 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1070158.750000 Penalty: 3157.056641
	Iteration 43Q: 3 clusters Score -1070159 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1070192.125000 Penalty: 3157.056641
	Iteration 44Q: 3 clusters Score -1070192 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1070234.750000 Penalty: 3157.056641
	Iteration 45Q: 3 clusters Score -1070235 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1070268.000000 Penalty: 3157.056641
	Iteration 46Q: 3 clusters Score -1070268 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1070300.125000 Penalty: 3157.056641
	Iteration 47Q: 3 clusters Score -1070300 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1070342.625000 Penalty: 3157.056641
	Iteration 48Q: 3 clusters Score -1070343 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1070388.875000 Penalty: 3157.056641
	Iteration 49Q: 3 clusters Score -1070389 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1070437.250000 Penalty: 3157.056641
	Iteration 50Q: 3 clusters Score -1070437 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1070480.375000 Penalty: 3157.056641
	Iteration 51Q: 3 clusters Score -1070480 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1070512.500000 Penalty: 3157.056641
	Iteration 52Q: 3 clusters Score -1070512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1070541.000000 Penalty: 3157.056641
	Iteration 53Q: 3 clusters Score -1070541 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1070563.750000 Penalty: 3157.056641
	Iteration 54Q: 3 clusters Score -1070564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1070593.500000 Penalty: 3157.056641
	Iteration 55Q: 3 clusters Score -1070594 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1070617.375000 Penalty: 3157.056641
	Iteration 56Q: 3 clusters Score -1070617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1070634.000000 Penalty: 3157.056641
	Iteration 57Q: 3 clusters Score -1070634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1070649.125000 Penalty: 3157.056641
	Iteration 58Q: 3 clusters Score -1070649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1070672.125000 Penalty: 3157.056641
	Iteration 59Q: 3 clusters Score -1070672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1070688.750000 Penalty: 3157.056641
	Iteration 60F: 3 clusters Score -1070689 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1070706.500000 Penalty: 3157.056641
	Iteration 61Q: 3 clusters Score -1070706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1070722.375000 Penalty: 3157.056641
	Iteration 62Q: 3 clusters Score -1070722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1070732.375000 Penalty: 3157.056641
	Iteration 63Q: 3 clusters Score -1070732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1070743.000000 Penalty: 3157.056641
	Iteration 64Q: 3 clusters Score -1070743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1070746.875000 Penalty: 3157.056641
	Iteration 65Q: 3 clusters Score -1070747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1070752.500000 Penalty: 3157.056641
	Iteration 66Q: 3 clusters Score -1070752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1070756.625000 Penalty: 3157.056641
	Iteration 67Q: 3 clusters Score -1070757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1070758.750000 Penalty: 3157.056641
	Iteration 68Q: 3 clusters Score -1070759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1070761.125000 Penalty: 3157.056641
	Iteration 69Q: 3 clusters Score -1070761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1070762.500000 Penalty: 3157.056641
	Iteration 70Q: 3 clusters Score -1070762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1070770.000000 Penalty: 3157.056641
	Iteration 71Q: 3 clusters Score -1070770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1070776.750000 Penalty: 3157.056641
	Iteration 72Q: 3 clusters Score -1070777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1070781.750000 Penalty: 3157.056641
	Iteration 73Q: 3 clusters Score -1070782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1070786.500000 Penalty: 3157.056641
	Iteration 74Q: 3 clusters Score -1070786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1070789.375000 Penalty: 3157.056641
	Iteration 75Q: 3 clusters Score -1070789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1070792.500000 Penalty: 3157.056641
	Iteration 76Q: 3 clusters Score -1070792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1070792.500000 Penalty: 3157.056641
	Iteration 77Q: 3 clusters Score -1070792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1070794.625000 Penalty: 3157.056641
	Iteration 78Q: 3 clusters Score -1070795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1070795.625000 Penalty: 3157.056641
	Iteration 79Q: 3 clusters Score -1070796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1070797.750000 Penalty: 3157.056641
	Iteration 80F: 3 clusters Score -1070798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1070800.625000 Penalty: 3157.056641
	Iteration 81Q: 3 clusters Score -1070801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1070800.750000 Penalty: 3157.056641
	Iteration 82Q: 3 clusters Score -1070801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1070801.875000 Penalty: 3157.056641
	Iteration 83Q: 3 clusters Score -1070802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1070801.250000 Penalty: 3157.056641
	Iteration 84Q: 3 clusters Score -1070801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1070801.250000 Penalty: 3157.056641
	Iteration 85F: 3 clusters Score -1070801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55378 members 
Entering Unmasked Estep 
Score: -3551595.500000 Penalty: 1774.814941
	Iteration 0F: 2 clusters Score -3551596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3514772.250000 Penalty: 3549.629883
	Iteration 0F: 3 clusters Score -3514772 nChanged 26127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -3529660.750000 Penalty: 3549.629883
	Iteration 1F: 3 clusters Score -3529661 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -3530262.750000 Penalty: 3549.629883
	Iteration 2Q: 3 clusters Score -3530263 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -3530877.000000 Penalty: 3549.629883
	Iteration 3Q: 3 clusters Score -3530877 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3531627.000000 Penalty: 3549.629883
	Iteration 4Q: 3 clusters Score -3531627 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -3532491.250000 Penalty: 3549.629883
	Iteration 5Q: 3 clusters Score -3532491 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -3533767.500000 Penalty: 3549.629883
	Iteration 6Q: 3 clusters Score -3533768 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3535597.000000 Penalty: 3549.629883
	Iteration 7F: 3 clusters Score -3535597 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -3538030.250000 Penalty: 3549.629883
	Iteration 8F: 3 clusters Score -3538030 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -3540857.750000 Penalty: 3549.629883
	Iteration 9F: 3 clusters Score -3540858 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -3542973.500000 Penalty: 3549.629883
	Iteration 10F: 3 clusters Score -3542974 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -3543935.750000 Penalty: 3549.629883
	Iteration 11Q: 3 clusters Score -3543936 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -3544374.500000 Penalty: 3549.629883
	Iteration 12Q: 3 clusters Score -3544374 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -3544596.500000 Penalty: 3549.629883
	Iteration 13Q: 3 clusters Score -3544596 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -3544759.250000 Penalty: 3549.629883
	Iteration 14Q: 3 clusters Score -3544759 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3544936.250000 Penalty: 3549.629883
	Iteration 15Q: 3 clusters Score -3544936 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -3545075.500000 Penalty: 3549.629883
	Iteration 16Q: 3 clusters Score -3545076 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -3545224.250000 Penalty: 3549.629883
	Iteration 17Q: 3 clusters Score -3545224 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -3545399.750000 Penalty: 3549.629883
	Iteration 18Q: 3 clusters Score -3545400 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -3545574.500000 Penalty: 3549.629883
	Iteration 19Q: 3 clusters Score -3545574 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3545756.500000 Penalty: 3549.629883
	Iteration 20F: 3 clusters Score -3545756 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -3545931.500000 Penalty: 3549.629883
	Iteration 21Q: 3 clusters Score -3545932 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -3546129.500000 Penalty: 3549.629883
	Iteration 22Q: 3 clusters Score -3546130 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -3546331.000000 Penalty: 3549.629883
	Iteration 23Q: 3 clusters Score -3546331 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -3546521.750000 Penalty: 3549.629883
	Iteration 24Q: 3 clusters Score -3546522 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -3546692.500000 Penalty: 3549.629883
	Iteration 25Q: 3 clusters Score -3546692 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3546879.750000 Penalty: 3549.629883
	Iteration 26Q: 3 clusters Score -3546880 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -3547062.750000 Penalty: 3549.629883
	Iteration 27Q: 3 clusters Score -3547063 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -3547277.000000 Penalty: 3549.629883
	Iteration 28Q: 3 clusters Score -3547277 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -3547483.500000 Penalty: 3549.629883
	Iteration 29Q: 3 clusters Score -3547484 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -3547683.000000 Penalty: 3549.629883
	Iteration 30Q: 3 clusters Score -3547683 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -3547891.750000 Penalty: 3549.629883
	Iteration 31Q: 3 clusters Score -3547892 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -3548115.250000 Penalty: 3549.629883
	Iteration 32Q: 3 clusters Score -3548115 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -3548312.000000 Penalty: 3549.629883
	Iteration 33Q: 3 clusters Score -3548312 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -3548491.250000 Penalty: 3549.629883
	Iteration 34Q: 3 clusters Score -3548491 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3548671.250000 Penalty: 3549.629883
	Iteration 35Q: 3 clusters Score -3548671 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50300 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -3548781.250000 Penalty: 3549.629883
	Iteration 36Q: 3 clusters Score -3548781 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3548890.750000 Penalty: 3549.629883
	Iteration 37Q: 3 clusters Score -3548891 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3548986.750000 Penalty: 3549.629883
	Iteration 38Q: 3 clusters Score -3548987 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3549087.250000 Penalty: 3549.629883
	Iteration 39Q: 3 clusters Score -3549087 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -3549181.250000 Penalty: 3549.629883
	Iteration 40F: 3 clusters Score -3549181 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3549254.250000 Penalty: 3549.629883
	Iteration 41Q: 3 clusters Score -3549254 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3549321.500000 Penalty: 3549.629883
	Iteration 42Q: 3 clusters Score -3549322 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3549369.250000 Penalty: 3549.629883
	Iteration 43Q: 3 clusters Score -3549369 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3549431.000000 Penalty: 3549.629883
	Iteration 44Q: 3 clusters Score -3549431 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52393 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3549477.250000 Penalty: 3549.629883
	Iteration 45Q: 3 clusters Score -3549477 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3549529.250000 Penalty: 3549.629883
	Iteration 46Q: 3 clusters Score -3549529 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3549553.250000 Penalty: 3549.629883
	Iteration 47Q: 3 clusters Score -3549553 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3549567.250000 Penalty: 3549.629883
	Iteration 48Q: 3 clusters Score -3549567 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3549596.500000 Penalty: 3549.629883
	Iteration 49Q: 3 clusters Score -3549596 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3549617.500000 Penalty: 3549.629883
	Iteration 50Q: 3 clusters Score -3549618 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53085 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3549639.750000 Penalty: 3549.629883
	Iteration 51Q: 3 clusters Score -3549640 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3549659.750000 Penalty: 3549.629883
	Iteration 52Q: 3 clusters Score -3549660 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3549672.750000 Penalty: 3549.629883
	Iteration 53Q: 3 clusters Score -3549673 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3549692.000000 Penalty: 3549.629883
	Iteration 54Q: 3 clusters Score -3549692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3549716.250000 Penalty: 3549.629883
	Iteration 55Q: 3 clusters Score -3549716 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3549728.500000 Penalty: 3549.629883
	Iteration 56Q: 3 clusters Score -3549728 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3549739.750000 Penalty: 3549.629883
	Iteration 57Q: 3 clusters Score -3549740 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3549760.000000 Penalty: 3549.629883
	Iteration 58Q: 3 clusters Score -3549760 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3549783.750000 Penalty: 3549.629883
	Iteration 59Q: 3 clusters Score -3549784 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3549794.250000 Penalty: 3549.629883
	Iteration 60F: 3 clusters Score -3549794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3549814.250000 Penalty: 3549.629883
	Iteration 61Q: 3 clusters Score -3549814 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3549823.250000 Penalty: 3549.629883
	Iteration 62Q: 3 clusters Score -3549823 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3549838.000000 Penalty: 3549.629883
	Iteration 63Q: 3 clusters Score -3549838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3549854.750000 Penalty: 3549.629883
	Iteration 64Q: 3 clusters Score -3549855 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3549877.000000 Penalty: 3549.629883
	Iteration 65Q: 3 clusters Score -3549877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3549885.000000 Penalty: 3549.629883
	Iteration 66Q: 3 clusters Score -3549885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3549889.750000 Penalty: 3549.629883
	Iteration 67Q: 3 clusters Score -3549890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3549900.000000 Penalty: 3549.629883
	Iteration 68Q: 3 clusters Score -3549900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3549910.000000 Penalty: 3549.629883
	Iteration 69Q: 3 clusters Score -3549910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3549917.000000 Penalty: 3549.629883
	Iteration 70Q: 3 clusters Score -3549917 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3549932.500000 Penalty: 3549.629883
	Iteration 71Q: 3 clusters Score -3549932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3549952.250000 Penalty: 3549.629883
	Iteration 72Q: 3 clusters Score -3549952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3549960.250000 Penalty: 3549.629883
	Iteration 73Q: 3 clusters Score -3549960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3549970.000000 Penalty: 3549.629883
	Iteration 74Q: 3 clusters Score -3549970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3549970.000000 Penalty: 3549.629883
	Iteration 75Q: 3 clusters Score -3549970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3549981.000000 Penalty: 3549.629883
	Iteration 76Q: 3 clusters Score -3549981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3549986.750000 Penalty: 3549.629883
	Iteration 77Q: 3 clusters Score -3549987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3549991.750000 Penalty: 3549.629883
	Iteration 78Q: 3 clusters Score -3549992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3549997.500000 Penalty: 3549.629883
	Iteration 79Q: 3 clusters Score -3549998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3549996.500000 Penalty: 3549.629883
	Iteration 80F: 3 clusters Score -3549996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54377 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3550006.250000 Penalty: 3549.629883
	Iteration 81Q: 3 clusters Score -3550006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3550010.250000 Penalty: 3549.629883
	Iteration 82Q: 3 clusters Score -3550010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3550018.250000 Penalty: 3549.629883
	Iteration 83Q: 3 clusters Score -3550018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3550019.750000 Penalty: 3549.629883
	Iteration 84Q: 3 clusters Score -3550020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3550016.750000 Penalty: 3549.629883
	Iteration 85Q: 3 clusters Score -3550017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3550023.000000 Penalty: 3549.629883
	Iteration 86Q: 3 clusters Score -3550023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3550027.750000 Penalty: 3549.629883
	Iteration 87Q: 3 clusters Score -3550028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3550026.500000 Penalty: 3549.629883
	Iteration 88Q: 3 clusters Score -3550026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3550032.000000 Penalty: 3549.629883
	Iteration 89Q: 3 clusters Score -3550032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3550036.750000 Penalty: 3549.629883
	Iteration 90Q: 3 clusters Score -3550037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3550039.750000 Penalty: 3549.629883
	Iteration 91Q: 3 clusters Score -3550040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3550038.500000 Penalty: 3549.629883
	Iteration 92Q: 3 clusters Score -3550038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3550041.750000 Penalty: 3549.629883
	Iteration 93Q: 3 clusters Score -3550042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3550042.250000 Penalty: 3549.629883
	Iteration 94Q: 3 clusters Score -3550042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3550045.250000 Penalty: 3549.629883
	Iteration 95Q: 3 clusters Score -3550045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3550045.250000 Penalty: 3549.629883
	Iteration 96Q: 3 clusters Score -3550045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3550043.250000 Penalty: 3549.629883
	Iteration 97Q: 3 clusters Score -3550043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3550042.250000 Penalty: 3549.629883
	Iteration 98Q: 3 clusters Score -3550042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3550042.500000 Penalty: 3549.629883
	Iteration 99Q: 3 clusters Score -3550042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3550042.500000 Penalty: 3549.629883
	Iteration 100F: 3 clusters Score -3550042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -71713.750000 Penalty: 1147.745361
	Iteration 0F: 2 clusters Score -71713.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -70151.890625 Penalty: 2295.490723
	Iteration 0F: 3 clusters Score -70151.89 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -70406.046875 Penalty: 2295.490723
	Iteration 1F: 3 clusters Score -70406.05 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -70482.023438 Penalty: 2295.490723
	Iteration 2F: 3 clusters Score -70482.02 nChanged 41
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: -70514.039062 Penalty: 2295.490723
	Iteration 3Q: 3 clusters Score -70514.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -70538.710938 Penalty: 2295.490723
	Iteration 4Q: 3 clusters Score -70538.71 nChanged 20
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: -70553.218750 Penalty: 2295.490723
	Iteration 5Q: 3 clusters Score -70553.22 nChanged 13
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: -70562.289062 Penalty: 2295.490723
	Iteration 6Q: 3 clusters Score -70562.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -70573.976562 Penalty: 2295.490723
	Iteration 7Q: 3 clusters Score -70573.98 nChanged 9
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: -70579.812500 Penalty: 2295.490723
	Iteration 8Q: 3 clusters Score -70579.81 nChanged 6
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: -70582.992188 Penalty: 2295.490723
	Iteration 9Q: 3 clusters Score -70582.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -70587.367188 Penalty: 2295.490723
	Iteration 10Q: 3 clusters Score -70587.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -70589.796875 Penalty: 2295.490723
	Iteration 11Q: 3 clusters Score -70589.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -70591.000000 Penalty: 2295.490723
	Iteration 12Q: 3 clusters Score -70591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -70592.757812 Penalty: 2295.490723
	Iteration 13Q: 3 clusters Score -70592.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -70596.570312 Penalty: 2295.490723
	Iteration 14Q: 3 clusters Score -70596.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -70597.773438 Penalty: 2295.490723
	Iteration 15Q: 3 clusters Score -70597.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -70597.773438 Penalty: 2295.490723
	Iteration 16F: 3 clusters Score -70597.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (336822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336822 members 
Entering Unmasked Estep 
Score: -20935568.000000 Penalty: 2068.187988
	Iteration 0F: 2 clusters Score -2.093557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168634 members 
Mstep: Class 2 contains 168188 members 
Entering Unmasked Estep 
Score: -20708198.000000 Penalty: 4136.375977
	Iteration 0F: 3 clusters Score -2.07082e+07 nChanged 164425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169149 members 
Mstep: Class 2 contains 167673 members 
Entering Unmasked Estep 
Score: -20806624.000000 Penalty: 4136.375977
	Iteration 1F: 3 clusters Score -2.080662e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169608 members 
Mstep: Class 2 contains 167214 members 
Entering Unmasked Estep 
Score: -20808164.000000 Penalty: 4136.375977
	Iteration 2Q: 3 clusters Score -2.080816e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170367 members 
Mstep: Class 2 contains 166455 members 
Entering Unmasked Estep 
Score: -20810212.000000 Penalty: 4136.375977
	Iteration 3Q: 3 clusters Score -2.081021e+07 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171670 members 
Mstep: Class 2 contains 165152 members 
Entering Unmasked Estep 
Score: -20812754.000000 Penalty: 4136.375977
	Iteration 4Q: 3 clusters Score -2.081275e+07 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173825 members 
Mstep: Class 2 contains 162997 members 
Entering Unmasked Estep 
Score: -20816426.000000 Penalty: 4136.375977
	Iteration 5Q: 3 clusters Score -2.081643e+07 nChanged 12697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177256 members 
Mstep: Class 2 contains 159566 members 
Entering Unmasked Estep 
Score: -20821052.000000 Penalty: 4136.375977
	Iteration 6Q: 3 clusters Score -2.082105e+07 nChanged 14561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182185 members 
Mstep: Class 2 contains 154637 members 
Entering Unmasked Estep 
Score: -20827116.000000 Penalty: 4136.375977
	Iteration 7Q: 3 clusters Score -2.082712e+07 nChanged 16241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188594 members 
Mstep: Class 2 contains 148228 members 
Entering Unmasked Estep 
Score: -20835322.000000 Penalty: 4136.375977
	Iteration 8Q: 3 clusters Score -2.083532e+07 nChanged 18067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196175 members 
Mstep: Class 2 contains 140647 members 
Entering Unmasked Estep 
Score: -20845720.000000 Penalty: 4136.375977
	Iteration 9F: 3 clusters Score -2.084572e+07 nChanged 19321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203888 members 
Mstep: Class 2 contains 132934 members 
Entering Unmasked Estep 
Score: -20858516.000000 Penalty: 4136.375977
	Iteration 10F: 3 clusters Score -2.085852e+07 nChanged 18688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210234 members 
Mstep: Class 2 contains 126588 members 
Entering Unmasked Estep 
Score: -20869798.000000 Penalty: 4136.375977
	Iteration 11F: 3 clusters Score -2.08698e+07 nChanged 15789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214781 members 
Mstep: Class 2 contains 122041 members 
Entering Unmasked Estep 
Score: -20877280.000000 Penalty: 4136.375977
	Iteration 12Q: 3 clusters Score -2.087728e+07 nChanged 10955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218236 members 
Mstep: Class 2 contains 118586 members 
Entering Unmasked Estep 
Score: -20880716.000000 Penalty: 4136.375977
	Iteration 13Q: 3 clusters Score -2.088072e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221700 members 
Mstep: Class 2 contains 115122 members 
Entering Unmasked Estep 
Score: -20882134.000000 Penalty: 4136.375977
	Iteration 14Q: 3 clusters Score -2.088213e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225302 members 
Mstep: Class 2 contains 111520 members 
Entering Unmasked Estep 
Score: -20883032.000000 Penalty: 4136.375977
	Iteration 15Q: 3 clusters Score -2.088303e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229179 members 
Mstep: Class 2 contains 107643 members 
Entering Unmasked Estep 
Score: -20884108.000000 Penalty: 4136.375977
	Iteration 16Q: 3 clusters Score -2.088411e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233321 members 
Mstep: Class 2 contains 103501 members 
Entering Unmasked Estep 
Score: -20884982.000000 Penalty: 4136.375977
	Iteration 17Q: 3 clusters Score -2.088498e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237749 members 
Mstep: Class 2 contains 99073 members 
Entering Unmasked Estep 
Score: -20885958.000000 Penalty: 4136.375977
	Iteration 18Q: 3 clusters Score -2.088596e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242594 members 
Mstep: Class 2 contains 94228 members 
Entering Unmasked Estep 
Score: -20887362.000000 Penalty: 4136.375977
	Iteration 19Q: 3 clusters Score -2.088736e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247647 members 
Mstep: Class 2 contains 89175 members 
Entering Unmasked Estep 
Score: -20888836.000000 Penalty: 4136.375977
	Iteration 20F: 3 clusters Score -2.088884e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253121 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -20890434.000000 Penalty: 4136.375977
	Iteration 21Q: 3 clusters Score -2.089043e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258959 members 
Mstep: Class 2 contains 77863 members 
Entering Unmasked Estep 
Score: -20892226.000000 Penalty: 4136.375977
	Iteration 22Q: 3 clusters Score -2.089223e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265128 members 
Mstep: Class 2 contains 71694 members 
Entering Unmasked Estep 
Score: -20894424.000000 Penalty: 4136.375977
	Iteration 23Q: 3 clusters Score -2.089442e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271474 members 
Mstep: Class 2 contains 65348 members 
Entering Unmasked Estep 
Score: -20896758.000000 Penalty: 4136.375977
	Iteration 24Q: 3 clusters Score -2.089676e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277970 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -20899450.000000 Penalty: 4136.375977
	Iteration 25Q: 3 clusters Score -2.089945e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284611 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -20902386.000000 Penalty: 4136.375977
	Iteration 26Q: 3 clusters Score -2.090239e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291260 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -20905464.000000 Penalty: 4136.375977
	Iteration 27Q: 3 clusters Score -2.090546e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297850 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -20908624.000000 Penalty: 4136.375977
	Iteration 28Q: 3 clusters Score -2.090862e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304399 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -20912274.000000 Penalty: 4136.375977
	Iteration 29Q: 3 clusters Score -2.091227e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310641 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -20916140.000000 Penalty: 4136.375977
	Iteration 30Q: 3 clusters Score -2.091614e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316608 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -20919912.000000 Penalty: 4136.375977
	Iteration 31Q: 3 clusters Score -2.091991e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322057 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -20923830.000000 Penalty: 4136.375977
	Iteration 32Q: 3 clusters Score -2.092383e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326715 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -20927142.000000 Penalty: 4136.375977
	Iteration 33Q: 3 clusters Score -2.092714e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330368 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -20929802.000000 Penalty: 4136.375977
	Iteration 34Q: 3 clusters Score -2.09298e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332927 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -20931598.000000 Penalty: 4136.375977
	Iteration 35Q: 3 clusters Score -2.09316e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334527 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -20932602.000000 Penalty: 4136.375977
	Iteration 36Q: 3 clusters Score -2.09326e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335405 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -20933106.000000 Penalty: 4136.375977
	Iteration 37Q: 3 clusters Score -2.093311e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335868 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -20933336.000000 Penalty: 4136.375977
	Iteration 38Q: 3 clusters Score -2.093334e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336109 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -20933498.000000 Penalty: 4136.375977
	Iteration 39Q: 3 clusters Score -2.09335e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336232 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -20933642.000000 Penalty: 4136.375977
	Iteration 40F: 3 clusters Score -2.093364e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336304 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -20933688.000000 Penalty: 4136.375977
	Iteration 41Q: 3 clusters Score -2.093369e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336347 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -20933716.000000 Penalty: 4136.375977
	Iteration 42Q: 3 clusters Score -2.093372e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336383 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -20933748.000000 Penalty: 4136.375977
	Iteration 43Q: 3 clusters Score -2.093375e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336395 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -20933760.000000 Penalty: 4136.375977
	Iteration 44Q: 3 clusters Score -2.093376e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336401 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -20933780.000000 Penalty: 4136.375977
	Iteration 45Q: 3 clusters Score -2.093378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336409 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -20933776.000000 Penalty: 4136.375977
	Iteration 46Q: 3 clusters Score -2.093378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336415 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -20933784.000000 Penalty: 4136.375977
	Iteration 47Q: 3 clusters Score -2.093378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336419 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -20933792.000000 Penalty: 4136.375977
	Iteration 48Q: 3 clusters Score -2.093379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336421 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -20933792.000000 Penalty: 4136.375977
	Iteration 49Q: 3 clusters Score -2.093379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336423 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -20933798.000000 Penalty: 4136.375977
	Iteration 50Q: 3 clusters Score -2.09338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336426 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -20933792.000000 Penalty: 4136.375977
	Iteration 51Q: 3 clusters Score -2.093379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336431 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -20933786.000000 Penalty: 4136.375977
	Iteration 52Q: 3 clusters Score -2.093379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336432 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -20933796.000000 Penalty: 4136.375977
	Iteration 53Q: 3 clusters Score -2.09338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336437 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -20933790.000000 Penalty: 4136.375977
	Iteration 54Q: 3 clusters Score -2.093379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336438 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -20933800.000000 Penalty: 4136.375977
	Iteration 55Q: 3 clusters Score -2.09338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336441 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -20933808.000000 Penalty: 4136.375977
	Iteration 56Q: 3 clusters Score -2.093381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336445 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -20933814.000000 Penalty: 4136.375977
	Iteration 57Q: 3 clusters Score -2.093381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336446 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -20933818.000000 Penalty: 4136.375977
	Iteration 58Q: 3 clusters Score -2.093382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336447 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -20933814.000000 Penalty: 4136.375977
	Iteration 59Q: 3 clusters Score -2.093381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336447 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -20933814.000000 Penalty: 4136.375977
	Iteration 60F: 3 clusters Score -2.093381e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Entering Unmasked Estep 
Score: -1293602.750000 Penalty: 1610.321045
	Iteration 0F: 2 clusters Score -1293603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1280035.500000 Penalty: 3220.642090
	Iteration 0F: 3 clusters Score -1280036 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1285011.500000 Penalty: 3220.642090
	Iteration 1F: 3 clusters Score -1285012 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1285363.625000 Penalty: 3220.642090
	Iteration 2F: 3 clusters Score -1285364 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1285689.000000 Penalty: 3220.642090
	Iteration 3Q: 3 clusters Score -1285689 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1285980.375000 Penalty: 3220.642090
	Iteration 4Q: 3 clusters Score -1285980 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1286206.125000 Penalty: 3220.642090
	Iteration 5Q: 3 clusters Score -1286206 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1286386.625000 Penalty: 3220.642090
	Iteration 6Q: 3 clusters Score -1286387 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1286559.000000 Penalty: 3220.642090
	Iteration 7Q: 3 clusters Score -1286559 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1286732.875000 Penalty: 3220.642090
	Iteration 8Q: 3 clusters Score -1286733 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1286941.875000 Penalty: 3220.642090
	Iteration 9Q: 3 clusters Score -1286942 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1287202.750000 Penalty: 3220.642090
	Iteration 10Q: 3 clusters Score -1287203 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1287538.750000 Penalty: 3220.642090
	Iteration 11Q: 3 clusters Score -1287539 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1288001.125000 Penalty: 3220.642090
	Iteration 12Q: 3 clusters Score -1288001 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1288539.500000 Penalty: 3220.642090
	Iteration 13Q: 3 clusters Score -1288540 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1289081.750000 Penalty: 3220.642090
	Iteration 14Q: 3 clusters Score -1289082 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1289504.250000 Penalty: 3220.642090
	Iteration 15Q: 3 clusters Score -1289504 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1289764.375000 Penalty: 3220.642090
	Iteration 16Q: 3 clusters Score -1289764 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1289915.625000 Penalty: 3220.642090
	Iteration 17Q: 3 clusters Score -1289916 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1290012.750000 Penalty: 3220.642090
	Iteration 18Q: 3 clusters Score -1290013 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1290086.625000 Penalty: 3220.642090
	Iteration 19Q: 3 clusters Score -1290087 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1290154.375000 Penalty: 3220.642090
	Iteration 20F: 3 clusters Score -1290154 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1290216.875000 Penalty: 3220.642090
	Iteration 21Q: 3 clusters Score -1290217 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1290273.875000 Penalty: 3220.642090
	Iteration 22Q: 3 clusters Score -1290274 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1290326.000000 Penalty: 3220.642090
	Iteration 23Q: 3 clusters Score -1290326 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1290372.375000 Penalty: 3220.642090
	Iteration 24Q: 3 clusters Score -1290372 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1290405.750000 Penalty: 3220.642090
	Iteration 25Q: 3 clusters Score -1290406 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1290438.125000 Penalty: 3220.642090
	Iteration 26Q: 3 clusters Score -1290438 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1290474.375000 Penalty: 3220.642090
	Iteration 27Q: 3 clusters Score -1290474 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1290514.625000 Penalty: 3220.642090
	Iteration 28Q: 3 clusters Score -1290515 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1290555.625000 Penalty: 3220.642090
	Iteration 29Q: 3 clusters Score -1290556 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1290599.375000 Penalty: 3220.642090
	Iteration 30Q: 3 clusters Score -1290599 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1290636.375000 Penalty: 3220.642090
	Iteration 31Q: 3 clusters Score -1290636 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1290666.250000 Penalty: 3220.642090
	Iteration 32Q: 3 clusters Score -1290666 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1290691.000000 Penalty: 3220.642090
	Iteration 33Q: 3 clusters Score -1290691 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1290722.125000 Penalty: 3220.642090
	Iteration 34Q: 3 clusters Score -1290722 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1290737.500000 Penalty: 3220.642090
	Iteration 35Q: 3 clusters Score -1290738 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1290760.500000 Penalty: 3220.642090
	Iteration 36Q: 3 clusters Score -1290760 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1290779.750000 Penalty: 3220.642090
	Iteration 37Q: 3 clusters Score -1290780 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1290801.250000 Penalty: 3220.642090
	Iteration 38Q: 3 clusters Score -1290801 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1290816.250000 Penalty: 3220.642090
	Iteration 39Q: 3 clusters Score -1290816 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1290837.125000 Penalty: 3220.642090
	Iteration 40F: 3 clusters Score -1290837 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1290846.375000 Penalty: 3220.642090
	Iteration 41Q: 3 clusters Score -1290846 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1290865.625000 Penalty: 3220.642090
	Iteration 42Q: 3 clusters Score -1290866 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1290883.500000 Penalty: 3220.642090
	Iteration 43Q: 3 clusters Score -1290884 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1290898.250000 Penalty: 3220.642090
	Iteration 44Q: 3 clusters Score -1290898 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1290916.500000 Penalty: 3220.642090
	Iteration 45Q: 3 clusters Score -1290916 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1290940.375000 Penalty: 3220.642090
	Iteration 46Q: 3 clusters Score -1290940 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1290956.625000 Penalty: 3220.642090
	Iteration 47Q: 3 clusters Score -1290957 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1290982.250000 Penalty: 3220.642090
	Iteration 48Q: 3 clusters Score -1290982 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1291006.375000 Penalty: 3220.642090
	Iteration 49Q: 3 clusters Score -1291006 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1291028.500000 Penalty: 3220.642090
	Iteration 50Q: 3 clusters Score -1291028 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1291052.000000 Penalty: 3220.642090
	Iteration 51Q: 3 clusters Score -1291052 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1291065.750000 Penalty: 3220.642090
	Iteration 52Q: 3 clusters Score -1291066 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1291079.625000 Penalty: 3220.642090
	Iteration 53Q: 3 clusters Score -1291080 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1291098.125000 Penalty: 3220.642090
	Iteration 54Q: 3 clusters Score -1291098 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1291116.000000 Penalty: 3220.642090
	Iteration 55Q: 3 clusters Score -1291116 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1291125.750000 Penalty: 3220.642090
	Iteration 56Q: 3 clusters Score -1291126 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1291148.125000 Penalty: 3220.642090
	Iteration 57Q: 3 clusters Score -1291148 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1291161.000000 Penalty: 3220.642090
	Iteration 58Q: 3 clusters Score -1291161 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1291172.625000 Penalty: 3220.642090
	Iteration 59Q: 3 clusters Score -1291173 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1291186.000000 Penalty: 3220.642090
	Iteration 60F: 3 clusters Score -1291186 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1291204.500000 Penalty: 3220.642090
	Iteration 61Q: 3 clusters Score -1291204 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1291223.000000 Penalty: 3220.642090
	Iteration 62Q: 3 clusters Score -1291223 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1291228.750000 Penalty: 3220.642090
	Iteration 63Q: 3 clusters Score -1291229 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1291254.750000 Penalty: 3220.642090
	Iteration 64Q: 3 clusters Score -1291255 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1291268.000000 Penalty: 3220.642090
	Iteration 65Q: 3 clusters Score -1291268 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1291290.375000 Penalty: 3220.642090
	Iteration 66Q: 3 clusters Score -1291290 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1291311.125000 Penalty: 3220.642090
	Iteration 67Q: 3 clusters Score -1291311 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1291348.000000 Penalty: 3220.642090
	Iteration 68Q: 3 clusters Score -1291348 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1291366.375000 Penalty: 3220.642090
	Iteration 69Q: 3 clusters Score -1291366 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1291380.875000 Penalty: 3220.642090
	Iteration 70Q: 3 clusters Score -1291381 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1291389.750000 Penalty: 3220.642090
	Iteration 71Q: 3 clusters Score -1291390 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1291402.500000 Penalty: 3220.642090
	Iteration 72Q: 3 clusters Score -1291402 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1291421.250000 Penalty: 3220.642090
	Iteration 73Q: 3 clusters Score -1291421 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1291429.875000 Penalty: 3220.642090
	Iteration 74Q: 3 clusters Score -1291430 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1291444.000000 Penalty: 3220.642090
	Iteration 75Q: 3 clusters Score -1291444 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1291460.250000 Penalty: 3220.642090
	Iteration 76Q: 3 clusters Score -1291460 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1291471.375000 Penalty: 3220.642090
	Iteration 77Q: 3 clusters Score -1291471 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1291490.250000 Penalty: 3220.642090
	Iteration 78Q: 3 clusters Score -1291490 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1291509.375000 Penalty: 3220.642090
	Iteration 79Q: 3 clusters Score -1291509 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1291523.750000 Penalty: 3220.642090
	Iteration 80F: 3 clusters Score -1291524 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1291535.500000 Penalty: 3220.642090
	Iteration 81Q: 3 clusters Score -1291536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1291541.000000 Penalty: 3220.642090
	Iteration 82Q: 3 clusters Score -1291541 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1291555 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1291563.875000 Penalty: 3220.642090
	Iteration 84Q: 3 clusters Score -1291564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1291577.375000 Penalty: 3220.642090
	Iteration 85Q: 3 clusters Score -1291577 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1291585.250000 Penalty: 3220.642090
	Iteration 86Q: 3 clusters Score -1291585 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1291595.125000 Penalty: 3220.642090
	Iteration 87Q: 3 clusters Score -1291595 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1291600.000000 Penalty: 3220.642090
	Iteration 88Q: 3 clusters Score -1291600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1291611 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1291621.250000 Penalty: 3220.642090
	Iteration 90Q: 3 clusters Score -1291621 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1291631.625000 Penalty: 3220.642090
	Iteration 91Q: 3 clusters Score -1291632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1291636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1291639.000000 Penalty: 3220.642090
	Iteration 93Q: 3 clusters Score -1291639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1291641.500000 Penalty: 3220.642090
	Iteration 94Q: 3 clusters Score -1291642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1291646.625000 Penalty: 3220.642090
	Iteration 95Q: 3 clusters Score -1291647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1291648.125000 Penalty: 3220.642090
	Iteration 96Q: 3 clusters Score -1291648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1291651.750000 Penalty: 3220.642090
	Iteration 97Q: 3 clusters Score -1291652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1291652.750000 Penalty: 3220.642090
	Iteration 98Q: 3 clusters Score -1291653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1291654.625000 Penalty: 3220.642090
	Iteration 99Q: 3 clusters Score -1291655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1291653.625000 Penalty: 3220.642090
	Iteration 100F: 3 clusters Score -1291654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1291657.875000 Penalty: 3220.642090
	Iteration 101Q: 3 clusters Score -1291658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1291664.500000 Penalty: 3220.642090
	Iteration 102Q: 3 clusters Score -1291664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1291666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1291668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1291669.875000 Penalty: 3220.642090
	Iteration 105Q: 3 clusters Score -1291670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1291672.500000 Penalty: 3220.642090
	Iteration 106Q: 3 clusters Score -1291672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1291677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1291680.625000 Penalty: 3220.642090
	Iteration 108Q: 3 clusters Score -1291681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1291684.250000 Penalty: 3220.642090
	Iteration 109Q: 3 clusters Score -1291684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1291688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1291686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1291687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1291689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1291692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1291694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1291696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1291697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1291696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1291696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1291700.875000 Penalty: 3220.642090
	Iteration 120F: 3 clusters Score -1291701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1291701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1291704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1291708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1291710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1291709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1291715.250000 Penalty: 3220.642090
	Iteration 126Q: 3 clusters Score -1291715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1291719.625000 Penalty: 3220.642090
	Iteration 127Q: 3 clusters Score -1291720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1291730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1291738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1291742.750000 Penalty: 3220.642090
	Iteration 130Q: 3 clusters Score -1291743 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1291753.875000 Penalty: 3220.642090
	Iteration 131Q: 3 clusters Score -1291754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1291760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1291766.000000 Penalty: 3220.642090
	Iteration 133Q: 3 clusters Score -1291766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1291774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1291783.500000 Penalty: 3220.642090
	Iteration 135Q: 3 clusters Score -1291784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1291787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1291791.375000 Penalty: 3220.642090
	Iteration 137Q: 3 clusters Score -1291791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1291799 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1291807.875000 Penalty: 3220.642090
	Iteration 139Q: 3 clusters Score -1291808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1291812.000000 Penalty: 3220.642090
	Iteration 140F: 3 clusters Score -1291812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1291818.875000 Penalty: 3220.642090
	Iteration 141Q: 3 clusters Score -1291819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1291820.625000 Penalty: 3220.642090
	Iteration 142Q: 3 clusters Score -1291821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1291831.125000 Penalty: 3220.642090
	Iteration 143Q: 3 clusters Score -1291831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1291832.875000 Penalty: 3220.642090
	Iteration 144Q: 3 clusters Score -1291833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1291837.000000 Penalty: 3220.642090
	Iteration 145Q: 3 clusters Score -1291837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1291840.875000 Penalty: 3220.642090
	Iteration 146Q: 3 clusters Score -1291841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1291846.750000 Penalty: 3220.642090
	Iteration 147Q: 3 clusters Score -1291847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1291848.625000 Penalty: 3220.642090
	Iteration 148Q: 3 clusters Score -1291849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1291852.000000 Penalty: 3220.642090
	Iteration 149Q: 3 clusters Score -1291852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1291856.375000 Penalty: 3220.642090
	Iteration 150Q: 3 clusters Score -1291856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1291857.625000 Penalty: 3220.642090
	Iteration 151Q: 3 clusters Score -1291858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1291858.250000 Penalty: 3220.642090
	Iteration 152Q: 3 clusters Score -1291858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1291862.625000 Penalty: 3220.642090
	Iteration 153Q: 3 clusters Score -1291863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1291866.625000 Penalty: 3220.642090
	Iteration 154Q: 3 clusters Score -1291867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1291867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1291870.250000 Penalty: 3220.642090
	Iteration 156Q: 3 clusters Score -1291870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1291871.125000 Penalty: 3220.642090
	Iteration 157Q: 3 clusters Score -1291871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1291872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1291880.000000 Penalty: 3220.642090
	Iteration 159Q: 3 clusters Score -1291880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1291886.750000 Penalty: 3220.642090
	Iteration 160F: 3 clusters Score -1291887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1291893.500000 Penalty: 3220.642090
	Iteration 161Q: 3 clusters Score -1291894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1291900.375000 Penalty: 3220.642090
	Iteration 162Q: 3 clusters Score -1291900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1291907.500000 Penalty: 3220.642090
	Iteration 163Q: 3 clusters Score -1291908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1291911.375000 Penalty: 3220.642090
	Iteration 164Q: 3 clusters Score -1291911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1291926.125000 Penalty: 3220.642090
	Iteration 165Q: 3 clusters Score -1291926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1291935.375000 Penalty: 3220.642090
	Iteration 166Q: 3 clusters Score -1291935 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1291948.000000 Penalty: 3220.642090
	Iteration 167Q: 3 clusters Score -1291948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1291954.500000 Penalty: 3220.642090
	Iteration 168Q: 3 clusters Score -1291954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1291959.375000 Penalty: 3220.642090
	Iteration 169Q: 3 clusters Score -1291959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1291964.375000 Penalty: 3220.642090
	Iteration 170Q: 3 clusters Score -1291964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1291968.625000 Penalty: 3220.642090
	Iteration 171Q: 3 clusters Score -1291969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1291972.625000 Penalty: 3220.642090
	Iteration 172Q: 3 clusters Score -1291973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1291977.000000 Penalty: 3220.642090
	Iteration 173Q: 3 clusters Score -1291977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1291984.750000 Penalty: 3220.642090
	Iteration 174Q: 3 clusters Score -1291985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1291986.250000 Penalty: 3220.642090
	Iteration 175Q: 3 clusters Score -1291986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1291990.500000 Penalty: 3220.642090
	Iteration 176Q: 3 clusters Score -1291990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1291992.375000 Penalty: 3220.642090
	Iteration 177Q: 3 clusters Score -1291992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1291994.875000 Penalty: 3220.642090
	Iteration 178Q: 3 clusters Score -1291995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1291999.750000 Penalty: 3220.642090
	Iteration 179Q: 3 clusters Score -1292000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1291999.875000 Penalty: 3220.642090
	Iteration 180F: 3 clusters Score -1292000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1292002.125000 Penalty: 3220.642090
	Iteration 181Q: 3 clusters Score -1292002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1292006.125000 Penalty: 3220.642090
	Iteration 182Q: 3 clusters Score -1292006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1292003.250000 Penalty: 3220.642090
	Iteration 183Q: 3 clusters Score -1292003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1292005.875000 Penalty: 3220.642090
	Iteration 184Q: 3 clusters Score -1292006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1292006.750000 Penalty: 3220.642090
	Iteration 185Q: 3 clusters Score -1292007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1292006.375000 Penalty: 3220.642090
	Iteration 186Q: 3 clusters Score -1292006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1292011.875000 Penalty: 3220.642090
	Iteration 187Q: 3 clusters Score -1292012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1292012.875000 Penalty: 3220.642090
	Iteration 188Q: 3 clusters Score -1292013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1292013.000000 Penalty: 3220.642090
	Iteration 189Q: 3 clusters Score -1292013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1292014.875000 Penalty: 3220.642090
	Iteration 190Q: 3 clusters Score -1292015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1292021.375000 Penalty: 3220.642090
	Iteration 191Q: 3 clusters Score -1292021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1292024.500000 Penalty: 3220.642090
	Iteration 192Q: 3 clusters Score -1292024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1292025.000000 Penalty: 3220.642090
	Iteration 193Q: 3 clusters Score -1292025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1292026.375000 Penalty: 3220.642090
	Iteration 194Q: 3 clusters Score -1292026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1292024.875000 Penalty: 3220.642090
	Iteration 195Q: 3 clusters Score -1292025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1292024.250000 Penalty: 3220.642090
	Iteration 196Q: 3 clusters Score -1292024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1292028.875000 Penalty: 3220.642090
	Iteration 197Q: 3 clusters Score -1292029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1292031.000000 Penalty: 3220.642090
	Iteration 198Q: 3 clusters Score -1292031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1292032.750000 Penalty: 3220.642090
	Iteration 199Q: 3 clusters Score -1292033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1292032.875000 Penalty: 3220.642090
	Iteration 200F: 3 clusters Score -1292033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1292035.375000 Penalty: 3220.642090
	Iteration 201Q: 3 clusters Score -1292035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1292038.750000 Penalty: 3220.642090
	Iteration 202Q: 3 clusters Score -1292039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1292038.750000 Penalty: 3220.642090
	Iteration 203Q: 3 clusters Score -1292039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1292041.125000 Penalty: 3220.642090
	Iteration 204Q: 3 clusters Score -1292041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1292042.125000 Penalty: 3220.642090
	Iteration 205Q: 3 clusters Score -1292042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1292041.250000 Penalty: 3220.642090
	Iteration 206Q: 3 clusters Score -1292041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1292041.250000 Penalty: 3220.642090
	Iteration 207F: 3 clusters Score -1292041 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: -487754.562500 Penalty: 1454.567017
	Iteration 0F: 2 clusters Score -487754.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -482032.500000 Penalty: 2909.134033
	Iteration 0F: 3 clusters Score -482032.5 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -483864.125000 Penalty: 2909.134033
	Iteration 1F: 3 clusters Score -483864.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -484182.843750 Penalty: 2909.134033
	Iteration 2F: 3 clusters Score -484182.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -484597.687500 Penalty: 2909.134033
	Iteration 3F: 3 clusters Score -484597.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -485043.250000 Penalty: 2909.134033
	Iteration 4F: 3 clusters Score -485043.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -485523.656250 Penalty: 2909.134033
	Iteration 5F: 3 clusters Score -485523.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -486045.625000 Penalty: 2909.134033
	Iteration 6F: 3 clusters Score -486045.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -486532.875000 Penalty: 2909.134033
	Iteration 7F: 3 clusters Score -486532.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -486931.593750 Penalty: 2909.134033
	Iteration 8F: 3 clusters Score -486931.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -487210.062500 Penalty: 2909.134033
	Iteration 9Q: 3 clusters Score -487210.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -487373.281250 Penalty: 2909.134033
	Iteration 10Q: 3 clusters Score -487373.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -487461.062500 Penalty: 2909.134033
	Iteration 11Q: 3 clusters Score -487461.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -487508.625000 Penalty: 2909.134033
	Iteration 12Q: 3 clusters Score -487508.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -487530.968750 Penalty: 2909.134033
	Iteration 13Q: 3 clusters Score -487531 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -487541.375000 Penalty: 2909.134033
	Iteration 14Q: 3 clusters Score -487541.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -487549.312500 Penalty: 2909.134033
	Iteration 15Q: 3 clusters Score -487549.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -487553.531250 Penalty: 2909.134033
	Iteration 16Q: 3 clusters Score -487553.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -487558.562500 Penalty: 2909.134033
	Iteration 17Q: 3 clusters Score -487558.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -487561.437500 Penalty: 2909.134033
	Iteration 18Q: 3 clusters Score -487561.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -487562.406250 Penalty: 2909.134033
	Iteration 19Q: 3 clusters Score -487562.4 nChanged 10
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: -487565.406250 Penalty: 2909.134033
	Iteration 20F: 3 clusters Score -487565.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -487567.062500 Penalty: 2909.134033
	Iteration 21Q: 3 clusters Score -487567.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -487568.250000 Penalty: 2909.134033
	Iteration 22Q: 3 clusters Score -487568.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -487568.218750 Penalty: 2909.134033
	Iteration 23Q: 3 clusters Score -487568.2 nChanged 4
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: -487570.093750 Penalty: 2909.134033
	Iteration 24Q: 3 clusters Score -487570.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -487569.562500 Penalty: 2909.134033
	Iteration 25Q: 3 clusters Score -487569.6 nChanged 4
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: -487570.093750 Penalty: 2909.134033
	Iteration 26Q: 3 clusters Score -487570.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -487570.343750 Penalty: 2909.134033
	Iteration 27Q: 3 clusters Score -487570.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -487571.593750 Penalty: 2909.134033
	Iteration 28Q: 3 clusters Score -487571.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -487572.562500 Penalty: 2909.134033
	Iteration 29Q: 3 clusters Score -487572.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -487573.250000 Penalty: 2909.134033
	Iteration 30Q: 3 clusters Score -487573.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -487574.906250 Penalty: 2909.134033
	Iteration 31Q: 3 clusters Score -487574.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -487573.531250 Penalty: 2909.134033
	Iteration 32Q: 3 clusters Score -487573.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -487573.843750 Penalty: 2909.134033
	Iteration 33Q: 3 clusters Score -487573.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -487573.843750 Penalty: 2909.134033
	Iteration 34F: 3 clusters Score -487573.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Entering Unmasked Estep 
Score: -3494646.750000 Penalty: 1775.905762
	Iteration 0F: 2 clusters Score -3494647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -3457304.250000 Penalty: 3551.811523
	Iteration 0F: 3 clusters Score -3457304 nChanged 26323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3473204.250000 Penalty: 3551.811523
	Iteration 1F: 3 clusters Score -3473204 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -3474320.000000 Penalty: 3551.811523
	Iteration 2Q: 3 clusters Score -3474320 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -3475677.750000 Penalty: 3551.811523
	Iteration 3F: 3 clusters Score -3475678 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -3477412.750000 Penalty: 3551.811523
	Iteration 4F: 3 clusters Score -3477413 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -3479491.500000 Penalty: 3551.811523
	Iteration 5F: 3 clusters Score -3479492 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -3481837.750000 Penalty: 3551.811523
	Iteration 6F: 3 clusters Score -3481838 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3484206.500000 Penalty: 3551.811523
	Iteration 7F: 3 clusters Score -3484206 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -3486175.750000 Penalty: 3551.811523
	Iteration 8Q: 3 clusters Score -3486176 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3487418.500000 Penalty: 3551.811523
	Iteration 9Q: 3 clusters Score -3487418 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -3488311.000000 Penalty: 3551.811523
	Iteration 10Q: 3 clusters Score -3488311 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -3489017.500000 Penalty: 3551.811523
	Iteration 11Q: 3 clusters Score -3489018 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3489610.750000 Penalty: 3551.811523
	Iteration 12Q: 3 clusters Score -3489611 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -3490177.750000 Penalty: 3551.811523
	Iteration 13Q: 3 clusters Score -3490178 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -3490729.250000 Penalty: 3551.811523
	Iteration 14Q: 3 clusters Score -3490729 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -3491144.250000 Penalty: 3551.811523
	Iteration 15Q: 3 clusters Score -3491144 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -3491511.250000 Penalty: 3551.811523
	Iteration 16Q: 3 clusters Score -3491511 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3491849.750000 Penalty: 3551.811523
	Iteration 17Q: 3 clusters Score -3491850 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -3492130.000000 Penalty: 3551.811523
	Iteration 18Q: 3 clusters Score -3492130 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -3492372.000000 Penalty: 3551.811523
	Iteration 19Q: 3 clusters Score -3492372 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3492591.750000 Penalty: 3551.811523
	Iteration 20F: 3 clusters Score -3492592 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3492762.250000 Penalty: 3551.811523
	Iteration 21Q: 3 clusters Score -3492762 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3492944.250000 Penalty: 3551.811523
	Iteration 22Q: 3 clusters Score -3492944 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3493079.750000 Penalty: 3551.811523
	Iteration 23Q: 3 clusters Score -3493080 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3493213.500000 Penalty: 3551.811523
	Iteration 24Q: 3 clusters Score -3493214 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3493316.500000 Penalty: 3551.811523
	Iteration 25Q: 3 clusters Score -3493316 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3493403.750000 Penalty: 3551.811523
	Iteration 26Q: 3 clusters Score -3493404 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3493466.500000 Penalty: 3551.811523
	Iteration 27Q: 3 clusters Score -3493466 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3493527.500000 Penalty: 3551.811523
	Iteration 28Q: 3 clusters Score -3493528 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3493561.250000 Penalty: 3551.811523
	Iteration 29Q: 3 clusters Score -3493561 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3493600.500000 Penalty: 3551.811523
	Iteration 30Q: 3 clusters Score -3493600 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3493621.000000 Penalty: 3551.811523
	Iteration 31Q: 3 clusters Score -3493621 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3493653.500000 Penalty: 3551.811523
	Iteration 32Q: 3 clusters Score -3493654 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3493684.500000 Penalty: 3551.811523
	Iteration 33Q: 3 clusters Score -3493684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3493703.500000 Penalty: 3551.811523
	Iteration 34Q: 3 clusters Score -3493704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54942 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3493717.750000 Penalty: 3551.811523
	Iteration 35Q: 3 clusters Score -3493718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3493732.750000 Penalty: 3551.811523
	Iteration 36Q: 3 clusters Score -3493733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3493746.750000 Penalty: 3551.811523
	Iteration 37Q: 3 clusters Score -3493747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3493757.750000 Penalty: 3551.811523
	Iteration 38Q: 3 clusters Score -3493758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3493768.750000 Penalty: 3551.811523
	Iteration 39Q: 3 clusters Score -3493769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55037 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3493793.250000 Penalty: 3551.811523
	Iteration 40F: 3 clusters Score -3493793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3493802.500000 Penalty: 3551.811523
	Iteration 41Q: 3 clusters Score -3493802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3493811.250000 Penalty: 3551.811523
	Iteration 42Q: 3 clusters Score -3493811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3493819.000000 Penalty: 3551.811523
	Iteration 43Q: 3 clusters Score -3493819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3493830.000000 Penalty: 3551.811523
	Iteration 44Q: 3 clusters Score -3493830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3493847.500000 Penalty: 3551.811523
	Iteration 45Q: 3 clusters Score -3493848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3493859.000000 Penalty: 3551.811523
	Iteration 46Q: 3 clusters Score -3493859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3493868.000000 Penalty: 3551.811523
	Iteration 47Q: 3 clusters Score -3493868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3493865.750000 Penalty: 3551.811523
	Iteration 48Q: 3 clusters Score -3493866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3493875.500000 Penalty: 3551.811523
	Iteration 49Q: 3 clusters Score -3493876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3493878.500000 Penalty: 3551.811523
	Iteration 50Q: 3 clusters Score -3493878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3493885.250000 Penalty: 3551.811523
	Iteration 51Q: 3 clusters Score -3493885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3493883.250000 Penalty: 3551.811523
	Iteration 52Q: 3 clusters Score -3493883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3493884.250000 Penalty: 3551.811523
	Iteration 53Q: 3 clusters Score -3493884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3493885.000000 Penalty: 3551.811523
	Iteration 54Q: 3 clusters Score -3493885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3493886.000000 Penalty: 3551.811523
	Iteration 55Q: 3 clusters Score -3493886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3493888.250000 Penalty: 3551.811523
	Iteration 56Q: 3 clusters Score -3493888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3493887.750000 Penalty: 3551.811523
	Iteration 57Q: 3 clusters Score -3493888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3493885.500000 Penalty: 3551.811523
	Iteration 58Q: 3 clusters Score -3493886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3493885.500000 Penalty: 3551.811523
	Iteration 59F: 3 clusters Score -3493886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (136190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136190 members 
Entering Unmasked Estep 
Score: -8709782.000000 Penalty: 1921.043457
	Iteration 0F: 2 clusters Score -8709782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68274 members 
Mstep: Class 2 contains 67916 members 
Entering Unmasked Estep 
Score: -8618637.000000 Penalty: 3842.086914
	Iteration 0F: 3 clusters Score -8618637 nChanged 65471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 65933 members 
Entering Unmasked Estep 
Score: -8656298.000000 Penalty: 3842.086914
	Iteration 1F: 3 clusters Score -8656298 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71487 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -8656912.000000 Penalty: 3842.086914
	Iteration 2Q: 3 clusters Score -8656912 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73458 members 
Mstep: Class 2 contains 62732 members 
Entering Unmasked Estep 
Score: -8657853.000000 Penalty: 3842.086914
	Iteration 3Q: 3 clusters Score -8657853 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76540 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -8659222.000000 Penalty: 3842.086914
	Iteration 4Q: 3 clusters Score -8659222 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81250 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -8661673.000000 Penalty: 3842.086914
	Iteration 5Q: 3 clusters Score -8661673 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88137 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -8665834.000000 Penalty: 3842.086914
	Iteration 6F: 3 clusters Score -8665834 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97459 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -8672803.000000 Penalty: 3842.086914
	Iteration 7F: 3 clusters Score -8672803 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108559 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -8682461.000000 Penalty: 3842.086914
	Iteration 8F: 3 clusters Score -8682461 nChanged 10889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119380 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -8692630.000000 Penalty: 3842.086914
	Iteration 9F: 3 clusters Score -8692630 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127617 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -8700547.000000 Penalty: 3842.086914
	Iteration 10F: 3 clusters Score -8700547 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132340 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -8704913.000000 Penalty: 3842.086914
	Iteration 11Q: 3 clusters Score -8704913 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134501 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8706872.000000 Penalty: 3842.086914
	Iteration 12Q: 3 clusters Score -8706872 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135312 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8707627.000000 Penalty: 3842.086914
	Iteration 13Q: 3 clusters Score -8707627 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135589 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8707879.000000 Penalty: 3842.086914
	Iteration 14Q: 3 clusters Score -8707879 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135690 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8707987.000000 Penalty: 3842.086914
	Iteration 15Q: 3 clusters Score -8707987 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135732 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8708036.000000 Penalty: 3842.086914
	Iteration 16Q: 3 clusters Score -8708036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135758 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8708069.000000 Penalty: 3842.086914
	Iteration 17Q: 3 clusters Score -8708069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135782 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8708086.000000 Penalty: 3842.086914
	Iteration 18Q: 3 clusters Score -8708086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135792 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8708103.000000 Penalty: 3842.086914
	Iteration 19Q: 3 clusters Score -8708103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135798 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8708114.000000 Penalty: 3842.086914
	Iteration 20F: 3 clusters Score -8708114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135801 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8708110.000000 Penalty: 3842.086914
	Iteration 21Q: 3 clusters Score -8708110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135803 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8708119.000000 Penalty: 3842.086914
	Iteration 22Q: 3 clusters Score -8708119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135805 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8708118.000000 Penalty: 3842.086914
	Iteration 23Q: 3 clusters Score -8708118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135808 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8708128.000000 Penalty: 3842.086914
	Iteration 24Q: 3 clusters Score -8708128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135808 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8708127.000000 Penalty: 3842.086914
	Iteration 25Q: 3 clusters Score -8708127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135808 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8708127.000000 Penalty: 3842.086914
	Iteration 26F: 3 clusters Score -8708127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Entering Unmasked Estep 
Score: -1144830.375000 Penalty: 1599.857300
	Iteration 0F: 2 clusters Score -1144830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1131867.500000 Penalty: 3199.714600
	Iteration 0F: 3 clusters Score -1131868 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1136462.625000 Penalty: 3199.714600
	Iteration 1F: 3 clusters Score -1136463 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1136795.250000 Penalty: 3199.714600
	Iteration 2Q: 3 clusters Score -1136795 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1137166.125000 Penalty: 3199.714600
	Iteration 3Q: 3 clusters Score -1137166 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1137603.000000 Penalty: 3199.714600
	Iteration 4Q: 3 clusters Score -1137603 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1138271.250000 Penalty: 3199.714600
	Iteration 5F: 3 clusters Score -1138271 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1139295.000000 Penalty: 3199.714600
	Iteration 6F: 3 clusters Score -1139295 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1140648.375000 Penalty: 3199.714600
	Iteration 7F: 3 clusters Score -1140648 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1141935.375000 Penalty: 3199.714600
	Iteration 8F: 3 clusters Score -1141935 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1142788.500000 Penalty: 3199.714600
	Iteration 9Q: 3 clusters Score -1142788 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1143156.375000 Penalty: 3199.714600
	Iteration 10Q: 3 clusters Score -1143156 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1143291.125000 Penalty: 3199.714600
	Iteration 11Q: 3 clusters Score -1143291 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1143352.500000 Penalty: 3199.714600
	Iteration 12Q: 3 clusters Score -1143352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1143377.125000 Penalty: 3199.714600
	Iteration 13Q: 3 clusters Score -1143377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1143387.875000 Penalty: 3199.714600
	Iteration 14Q: 3 clusters Score -1143388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1143400.000000 Penalty: 3199.714600
	Iteration 15Q: 3 clusters Score -1143400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1143403.500000 Penalty: 3199.714600
	Iteration 16Q: 3 clusters Score -1143404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1143403.500000 Penalty: 3199.714600
	Iteration 17F: 3 clusters Score -1143404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Entering Unmasked Estep 
Score: -257656.203125 Penalty: 1368.539795
	Iteration 0F: 2 clusters Score -257656.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -254009.187500 Penalty: 2737.079590
	Iteration 0F: 3 clusters Score -254009.2 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -254999.625000 Penalty: 2737.079590
	Iteration 1F: 3 clusters Score -254999.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -255295.015625 Penalty: 2737.079590
	Iteration 2F: 3 clusters Score -255295 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -255655.890625 Penalty: 2737.079590
	Iteration 3F: 3 clusters Score -255655.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -256023.750000 Penalty: 2737.079590
	Iteration 4F: 3 clusters Score -256023.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -256371.015625 Penalty: 2737.079590
	Iteration 5F: 3 clusters Score -256371 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -256705.609375 Penalty: 2737.079590
	Iteration 6F: 3 clusters Score -256705.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -256959.578125 Penalty: 2737.079590
	Iteration 7F: 3 clusters Score -256959.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -257123.218750 Penalty: 2737.079590
	Iteration 8Q: 3 clusters Score -257123.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -257232.562500 Penalty: 2737.079590
	Iteration 9Q: 3 clusters Score -257232.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -257287.562500 Penalty: 2737.079590
	Iteration 10Q: 3 clusters Score -257287.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -257322.953125 Penalty: 2737.079590
	Iteration 11Q: 3 clusters Score -257323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -257346.671875 Penalty: 2737.079590
	Iteration 12Q: 3 clusters Score -257346.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -257360.437500 Penalty: 2737.079590
	Iteration 13Q: 3 clusters Score -257360.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -257369.390625 Penalty: 2737.079590
	Iteration 14Q: 3 clusters Score -257369.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -257374.765625 Penalty: 2737.079590
	Iteration 15Q: 3 clusters Score -257374.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -257377.406250 Penalty: 2737.079590
	Iteration 16Q: 3 clusters Score -257377.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -257379.578125 Penalty: 2737.079590
	Iteration 17Q: 3 clusters Score -257379.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -257380.812500 Penalty: 2737.079590
	Iteration 18Q: 3 clusters Score -257380.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -257381.796875 Penalty: 2737.079590
	Iteration 19Q: 3 clusters Score -257381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -257382.609375 Penalty: 2737.079590
	Iteration 20F: 3 clusters Score -257382.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Entering Unmasked Estep 
Score: -693415.437500 Penalty: 1507.826660
	Iteration 0F: 2 clusters Score -693415.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -685830.312500 Penalty: 3015.653320
	Iteration 0F: 3 clusters Score -685830.3 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -688269.687500 Penalty: 3015.653320
	Iteration 1F: 3 clusters Score -688269.7 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -688553.437500 Penalty: 3015.653320
	Iteration 2F: 3 clusters Score -688553.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -688808.937500 Penalty: 3015.653320
	Iteration 3F: 3 clusters Score -688808.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -689078.437500 Penalty: 3015.653320
	Iteration 4Q: 3 clusters Score -689078.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -689469.187500 Penalty: 3015.653320
	Iteration 5F: 3 clusters Score -689469.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -689974.500000 Penalty: 3015.653320
	Iteration 6F: 3 clusters Score -689974.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -690547.125000 Penalty: 3015.653320
	Iteration 7F: 3 clusters Score -690547.1 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -691157.625000 Penalty: 3015.653320
	Iteration 8F: 3 clusters Score -691157.6 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -691638.625000 Penalty: 3015.653320
	Iteration 9F: 3 clusters Score -691638.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -691947.750000 Penalty: 3015.653320
	Iteration 10Q: 3 clusters Score -691947.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -692125.000000 Penalty: 3015.653320
	Iteration 11Q: 3 clusters Score -692125 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -692234.250000 Penalty: 3015.653320
	Iteration 12Q: 3 clusters Score -692234.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -692319.062500 Penalty: 3015.653320
	Iteration 13Q: 3 clusters Score -692319.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -692377.625000 Penalty: 3015.653320
	Iteration 14Q: 3 clusters Score -692377.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -692413.500000 Penalty: 3015.653320
	Iteration 15Q: 3 clusters Score -692413.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -692442.937500 Penalty: 3015.653320
	Iteration 16Q: 3 clusters Score -692442.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -692466.312500 Penalty: 3015.653320
	Iteration 17Q: 3 clusters Score -692466.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -692481.375000 Penalty: 3015.653320
	Iteration 18Q: 3 clusters Score -692481.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -692494.437500 Penalty: 3015.653320
	Iteration 19Q: 3 clusters Score -692494.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -692504.250000 Penalty: 3015.653320
	Iteration 20F: 3 clusters Score -692504.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -692512.687500 Penalty: 3015.653320
	Iteration 21Q: 3 clusters Score -692512.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -692519.812500 Penalty: 3015.653320
	Iteration 22Q: 3 clusters Score -692519.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -692523.937500 Penalty: 3015.653320
	Iteration 23Q: 3 clusters Score -692523.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -692529.875000 Penalty: 3015.653320
	Iteration 24Q: 3 clusters Score -692529.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -692530.687500 Penalty: 3015.653320
	Iteration 25Q: 3 clusters Score -692530.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -692535.125000 Penalty: 3015.653320
	Iteration 26Q: 3 clusters Score -692535.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -692536.250000 Penalty: 3015.653320
	Iteration 27Q: 3 clusters Score -692536.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -692539.812500 Penalty: 3015.653320
	Iteration 28Q: 3 clusters Score -692539.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -692542.312500 Penalty: 3015.653320
	Iteration 29Q: 3 clusters Score -692542.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -692545.062500 Penalty: 3015.653320
	Iteration 30Q: 3 clusters Score -692545.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -692545.687500 Penalty: 3015.653320
	Iteration 31Q: 3 clusters Score -692545.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -692548.125000 Penalty: 3015.653320
	Iteration 32Q: 3 clusters Score -692548.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -692549.937500 Penalty: 3015.653320
	Iteration 33Q: 3 clusters Score -692549.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -692549.250000 Penalty: 3015.653320
	Iteration 34Q: 3 clusters Score -692549.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -692551.500000 Penalty: 3015.653320
	Iteration 35Q: 3 clusters Score -692551.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -692551.500000 Penalty: 3015.653320
	Iteration 36Q: 3 clusters Score -692551.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -692551.687500 Penalty: 3015.653320
	Iteration 37Q: 3 clusters Score -692551.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -692551.625000 Penalty: 3015.653320
	Iteration 38Q: 3 clusters Score -692551.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -692555.250000 Penalty: 3015.653320
	Iteration 39Q: 3 clusters Score -692555.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -692555.375000 Penalty: 3015.653320
	Iteration 40F: 3 clusters Score -692555.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -692556.937500 Penalty: 3015.653320
	Iteration 41Q: 3 clusters Score -692556.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -692556.812500 Penalty: 3015.653320
	Iteration 42Q: 3 clusters Score -692556.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -692558.250000 Penalty: 3015.653320
	Iteration 43Q: 3 clusters Score -692558.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -692558.437500 Penalty: 3015.653320
	Iteration 44Q: 3 clusters Score -692558.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -692561.000000 Penalty: 3015.653320
	Iteration 45Q: 3 clusters Score -692561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -692563.000000 Penalty: 3015.653320
	Iteration 46Q: 3 clusters Score -692563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -692563.500000 Penalty: 3015.653320
	Iteration 47Q: 3 clusters Score -692563.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -692565.187500 Penalty: 3015.653320
	Iteration 48Q: 3 clusters Score -692565.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -692564.937500 Penalty: 3015.653320
	Iteration 49Q: 3 clusters Score -692564.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -692565.750000 Penalty: 3015.653320
	Iteration 50Q: 3 clusters Score -692565.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -692565.687500 Penalty: 3015.653320
	Iteration 51Q: 3 clusters Score -692565.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -692567.187500 Penalty: 3015.653320
	Iteration 52Q: 3 clusters Score -692567.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -692567.812500 Penalty: 3015.653320
	Iteration 53Q: 3 clusters Score -692567.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -692568.750000 Penalty: 3015.653320
	Iteration 54Q: 3 clusters Score -692568.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -692567.562500 Penalty: 3015.653320
	Iteration 55Q: 3 clusters Score -692567.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -692569.500000 Penalty: 3015.653320
	Iteration 56Q: 3 clusters Score -692569.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -692570.000000 Penalty: 3015.653320
	Iteration 57Q: 3 clusters Score -692570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -692568.937500 Penalty: 3015.653320
	Iteration 58Q: 3 clusters Score -692568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -692570.312500 Penalty: 3015.653320
	Iteration 59Q: 3 clusters Score -692570.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -692570.375000 Penalty: 3015.653320
	Iteration 60F: 3 clusters Score -692570.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -692572.000000 Penalty: 3015.653320
	Iteration 61Q: 3 clusters Score -692572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -692573.500000 Penalty: 3015.653320
	Iteration 62Q: 3 clusters Score -692573.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -692574.375000 Penalty: 3015.653320
	Iteration 63Q: 3 clusters Score -692574.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -692574.812500 Penalty: 3015.653320
	Iteration 64Q: 3 clusters Score -692574.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -692579.437500 Penalty: 3015.653320
	Iteration 65Q: 3 clusters Score -692579.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -692580.875000 Penalty: 3015.653320
	Iteration 66Q: 3 clusters Score -692580.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -692585.062500 Penalty: 3015.653320
	Iteration 67Q: 3 clusters Score -692585.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -692586.812500 Penalty: 3015.653320
	Iteration 68Q: 3 clusters Score -692586.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -692593.312500 Penalty: 3015.653320
	Iteration 69Q: 3 clusters Score -692593.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -692592.875000 Penalty: 3015.653320
	Iteration 70Q: 3 clusters Score -692592.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -692595.062500 Penalty: 3015.653320
	Iteration 71Q: 3 clusters Score -692595.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -692594.437500 Penalty: 3015.653320
	Iteration 72Q: 3 clusters Score -692594.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -692595.812500 Penalty: 3015.653320
	Iteration 73Q: 3 clusters Score -692595.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -692595.750000 Penalty: 3015.653320
	Iteration 74Q: 3 clusters Score -692595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -692596.500000 Penalty: 3015.653320
	Iteration 75Q: 3 clusters Score -692596.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -692595.687500 Penalty: 3015.653320
	Iteration 76Q: 3 clusters Score -692595.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -692597.687500 Penalty: 3015.653320
	Iteration 77Q: 3 clusters Score -692597.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -692599.562500 Penalty: 3015.653320
	Iteration 78Q: 3 clusters Score -692599.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -692600.312500 Penalty: 3015.653320
	Iteration 79Q: 3 clusters Score -692600.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -692601.062500 Penalty: 3015.653320
	Iteration 80F: 3 clusters Score -692601.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -692601.625000 Penalty: 3015.653320
	Iteration 81Q: 3 clusters Score -692601.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -692601.500000 Penalty: 3015.653320
	Iteration 82Q: 3 clusters Score -692601.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -692602.375000 Penalty: 3015.653320
	Iteration 83Q: 3 clusters Score -692602.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -692604.250000 Penalty: 3015.653320
	Iteration 84Q: 3 clusters Score -692604.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -692605.437500 Penalty: 3015.653320
	Iteration 85Q: 3 clusters Score -692605.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -692604.625000 Penalty: 3015.653320
	Iteration 86Q: 3 clusters Score -692604.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -692607.687500 Penalty: 3015.653320
	Iteration 87Q: 3 clusters Score -692607.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -692606.062500 Penalty: 3015.653320
	Iteration 88Q: 3 clusters Score -692606.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -692607.750000 Penalty: 3015.653320
	Iteration 89Q: 3 clusters Score -692607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -692609.562500 Penalty: 3015.653320
	Iteration 90Q: 3 clusters Score -692609.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -692611.625000 Penalty: 3015.653320
	Iteration 91Q: 3 clusters Score -692611.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -692613.312500 Penalty: 3015.653320
	Iteration 92Q: 3 clusters Score -692613.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -692613.250000 Penalty: 3015.653320
	Iteration 93Q: 3 clusters Score -692613.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -692613.437500 Penalty: 3015.653320
	Iteration 94Q: 3 clusters Score -692613.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -692613.187500 Penalty: 3015.653320
	Iteration 95Q: 3 clusters Score -692613.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -692613.000000 Penalty: 3015.653320
	Iteration 96Q: 3 clusters Score -692613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -692614.437500 Penalty: 3015.653320
	Iteration 97Q: 3 clusters Score -692614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -692615.250000 Penalty: 3015.653320
	Iteration 98Q: 3 clusters Score -692615.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -692615.250000 Penalty: 3015.653320
	Iteration 99F: 3 clusters Score -692615.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Entering Unmasked Estep 
Score: -1089126.250000 Penalty: 1582.725586
	Iteration 0F: 2 clusters Score -1089126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1077558.125000 Penalty: 3165.451172
	Iteration 0F: 3 clusters Score -1077558 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1081633.625000 Penalty: 3165.451172
	Iteration 1F: 3 clusters Score -1081634 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1081942.500000 Penalty: 3165.451172
	Iteration 2Q: 3 clusters Score -1081942 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1082222.375000 Penalty: 3165.451172
	Iteration 3Q: 3 clusters Score -1082222 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1082568.250000 Penalty: 3165.451172
	Iteration 4Q: 3 clusters Score -1082568 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1083012.375000 Penalty: 3165.451172
	Iteration 5Q: 3 clusters Score -1083012 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1083647.250000 Penalty: 3165.451172
	Iteration 6F: 3 clusters Score -1083647 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1084454.500000 Penalty: 3165.451172
	Iteration 7F: 3 clusters Score -1084454 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1085419.125000 Penalty: 3165.451172
	Iteration 8F: 3 clusters Score -1085419 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1086355.250000 Penalty: 3165.451172
	Iteration 9F: 3 clusters Score -1086355 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1086981.250000 Penalty: 3165.451172
	Iteration 10Q: 3 clusters Score -1086981 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1087342.750000 Penalty: 3165.451172
	Iteration 11Q: 3 clusters Score -1087343 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1087515.750000 Penalty: 3165.451172
	Iteration 12Q: 3 clusters Score -1087516 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1087606.375000 Penalty: 3165.451172
	Iteration 13Q: 3 clusters Score -1087606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1087659.875000 Penalty: 3165.451172
	Iteration 14Q: 3 clusters Score -1087660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1087697.875000 Penalty: 3165.451172
	Iteration 15Q: 3 clusters Score -1087698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1087721.625000 Penalty: 3165.451172
	Iteration 16Q: 3 clusters Score -1087722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1087731.500000 Penalty: 3165.451172
	Iteration 17Q: 3 clusters Score -1087732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1087742.750000 Penalty: 3165.451172
	Iteration 18Q: 3 clusters Score -1087743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1087750.750000 Penalty: 3165.451172
	Iteration 19Q: 3 clusters Score -1087751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1087751.125000 Penalty: 3165.451172
	Iteration 20F: 3 clusters Score -1087751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16548 members 
Mstep: Class 4 contains 55378 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 336822 members 
Mstep: Class 8 contains 20124 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55751 members 
Mstep: Class 14 contains 136190 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10710 members 
Mstep: Class 21 contains 16981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791504.000000 Penalty: 30561.902344
Iteration 279Q: 15 clusters Score -4.17915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16546 members 
Mstep: Class 4 contains 55377 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336830 members 
Mstep: Class 8 contains 20119 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55749 members 
Mstep: Class 14 contains 136187 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10713 members 
Mstep: Class 21 contains 16981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791516.000000 Penalty: 30561.902344
Iteration 280F: 15 clusters Score -4.179152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16545 members 
Mstep: Class 4 contains 55374 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336841 members 
Mstep: Class 8 contains 20113 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55748 members 
Mstep: Class 14 contains 136184 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791488.000000 Penalty: 30561.902344
Iteration 281Q: 15 clusters Score -4.179149e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16543 members 
Mstep: Class 4 contains 55368 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336860 members 
Mstep: Class 8 contains 20110 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55744 members 
Mstep: Class 14 contains 136181 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791500.000000 Penalty: 30561.902344
Iteration 282Q: 15 clusters Score -4.17915e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16541 members 
Mstep: Class 4 contains 55362 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336877 members 
Mstep: Class 8 contains 20106 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55741 members 
Mstep: Class 14 contains 136180 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791476.000000 Penalty: 30561.902344
Iteration 283Q: 15 clusters Score -4.179148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16540 members 
Mstep: Class 4 contains 55360 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336883 members 
Mstep: Class 8 contains 20105 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55741 members 
Mstep: Class 14 contains 136179 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791516.000000 Penalty: 30561.902344
Iteration 284Q: 15 clusters Score -4.179152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16538 members 
Mstep: Class 4 contains 55358 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336890 members 
Mstep: Class 8 contains 20103 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55741 members 
Mstep: Class 14 contains 136179 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791500.000000 Penalty: 30561.902344
Iteration 285Q: 15 clusters Score -4.17915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16535 members 
Mstep: Class 4 contains 55356 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336898 members 
Mstep: Class 8 contains 20102 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55740 members 
Mstep: Class 14 contains 136178 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791504.000000 Penalty: 30561.902344
Iteration 286Q: 15 clusters Score -4.17915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16532 members 
Mstep: Class 4 contains 55354 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336906 members 
Mstep: Class 8 contains 20102 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55740 members 
Mstep: Class 14 contains 136175 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791496.000000 Penalty: 30561.902344
Iteration 287Q: 15 clusters Score -4.17915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16531 members 
Mstep: Class 4 contains 55350 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336912 members 
Mstep: Class 8 contains 20102 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55740 members 
Mstep: Class 14 contains 136174 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791508.000000 Penalty: 30561.902344
Iteration 288Q: 15 clusters Score -4.179151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16531 members 
Mstep: Class 4 contains 55343 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336920 members 
Mstep: Class 8 contains 20102 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55740 members 
Mstep: Class 14 contains 136173 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791516.000000 Penalty: 30561.902344
Iteration 289Q: 15 clusters Score -4.179152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16531 members 
Mstep: Class 4 contains 55335 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336930 members 
Mstep: Class 8 contains 20102 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55741 members 
Mstep: Class 14 contains 136170 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791508.000000 Penalty: 30561.902344
Iteration 290Q: 15 clusters Score -4.179151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16531 members 
Mstep: Class 4 contains 55330 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336939 members 
Mstep: Class 8 contains 20102 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55741 members 
Mstep: Class 14 contains 136166 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791500.000000 Penalty: 30561.902344
Iteration 291Q: 15 clusters Score -4.17915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16531 members 
Mstep: Class 4 contains 55329 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336946 members 
Mstep: Class 8 contains 20102 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55741 members 
Mstep: Class 14 contains 136160 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791488.000000 Penalty: 30561.902344
Iteration 292Q: 15 clusters Score -4.179149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16531 members 
Mstep: Class 4 contains 55328 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336949 members 
Mstep: Class 8 contains 20102 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55741 members 
Mstep: Class 14 contains 136158 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791484.000000 Penalty: 30561.902344
Iteration 293Q: 15 clusters Score -4.179148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16531 members 
Mstep: Class 4 contains 55328 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336953 members 
Mstep: Class 8 contains 20102 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55740 members 
Mstep: Class 14 contains 136155 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791484.000000 Penalty: 30561.902344
Iteration 294Q: 15 clusters Score -4.179148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16531 members 
Mstep: Class 4 contains 55328 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336958 members 
Mstep: Class 8 contains 20101 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55740 members 
Mstep: Class 14 contains 136151 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791500.000000 Penalty: 30561.902344
Iteration 295Q: 15 clusters Score -4.17915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 55328 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336966 members 
Mstep: Class 8 contains 20099 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55740 members 
Mstep: Class 14 contains 136146 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791500.000000 Penalty: 30561.902344
Iteration 296Q: 15 clusters Score -4.17915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 55328 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336973 members 
Mstep: Class 8 contains 20097 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55740 members 
Mstep: Class 14 contains 136140 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791476.000000 Penalty: 30561.902344
Iteration 297Q: 15 clusters Score -4.179148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 55328 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336978 members 
Mstep: Class 8 contains 20096 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55740 members 
Mstep: Class 14 contains 136135 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791476.000000 Penalty: 30561.902344
Iteration 298Q: 15 clusters Score -4.179148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 55329 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336983 members 
Mstep: Class 8 contains 20096 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55740 members 
Mstep: Class 14 contains 136128 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791472.000000 Penalty: 30561.902344
Iteration 299Q: 15 clusters Score -4.179147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 55329 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336988 members 
Mstep: Class 8 contains 20096 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55738 members 
Mstep: Class 14 contains 136125 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791472.000000 Penalty: 30561.902344
Iteration 300F: 15 clusters Score -4.179147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 55329 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336993 members 
Mstep: Class 8 contains 20096 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55738 members 
Mstep: Class 14 contains 136119 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791444.000000 Penalty: 30561.902344
Iteration 301Q: 15 clusters Score -4.179144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 55329 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336995 members 
Mstep: Class 8 contains 20095 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55738 members 
Mstep: Class 14 contains 136116 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791444.000000 Penalty: 30561.902344
Iteration 302Q: 15 clusters Score -4.179144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 55329 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 336998 members 
Mstep: Class 8 contains 20093 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55738 members 
Mstep: Class 14 contains 136115 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791452.000000 Penalty: 30561.902344
Iteration 303Q: 15 clusters Score -4.179145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 55330 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 337000 members 
Mstep: Class 8 contains 20093 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55736 members 
Mstep: Class 14 contains 136115 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791444.000000 Penalty: 30561.902344
Iteration 304Q: 15 clusters Score -4.179144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 55330 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 337001 members 
Mstep: Class 8 contains 20093 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55736 members 
Mstep: Class 14 contains 136114 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791448.000000 Penalty: 30561.902344
Iteration 305Q: 15 clusters Score -4.179145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 55330 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 337002 members 
Mstep: Class 8 contains 20093 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55736 members 
Mstep: Class 14 contains 136113 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791456.000000 Penalty: 30561.902344
Iteration 306Q: 15 clusters Score -4.179146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 55330 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 337004 members 
Mstep: Class 8 contains 20093 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55736 members 
Mstep: Class 14 contains 136111 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791460.000000 Penalty: 30561.902344
Iteration 307Q: 15 clusters Score -4.179146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 55329 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 337007 members 
Mstep: Class 8 contains 20093 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55736 members 
Mstep: Class 14 contains 136109 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791456.000000 Penalty: 30561.902344
Iteration 308Q: 15 clusters Score -4.179146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 691 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 55329 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 337007 members 
Mstep: Class 8 contains 20093 members 
Mstep: Class 10 contains 7717 members 
Mstep: Class 12 contains 55736 members 
Mstep: Class 14 contains 136109 members 
Mstep: Class 15 contains 18869 members 
Mstep: Class 17 contains 4545 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 21 contains 16984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791456.000000 Penalty: 30561.902344
Iteration 309F: 15 clusters Score -4.179146e+07 nChanged 0
Entering ConstructFrom: 
Score: -41791456.000000 Penalty: 30561.902344
Entering ConstructFrom: 
Trying to split cluster 1 (1198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Entering Unmasked Estep 
Score: -76252.179688 Penalty: 1151.866455
	Iteration 0F: 2 clusters Score -76252.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -74667.992188 Penalty: 2303.732910
	Iteration 0F: 3 clusters Score -74667.99 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -74941.492188 Penalty: 2303.732910
	Iteration 1F: 3 clusters Score -74941.49 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -75006.515625 Penalty: 2303.732910
	Iteration 2F: 3 clusters Score -75006.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -75036.226562 Penalty: 2303.732910
	Iteration 3Q: 3 clusters Score -75036.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -75056.484375 Penalty: 2303.732910
	Iteration 4Q: 3 clusters Score -75056.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -75071.921875 Penalty: 2303.732910
	Iteration 5Q: 3 clusters Score -75071.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -75086.289062 Penalty: 2303.732910
	Iteration 6Q: 3 clusters Score -75086.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -75104.945312 Penalty: 2303.732910
	Iteration 7Q: 3 clusters Score -75104.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -75119.117188 Penalty: 2303.732910
	Iteration 8Q: 3 clusters Score -75119.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -75129.890625 Penalty: 2303.732910
	Iteration 9Q: 3 clusters Score -75129.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -75137.843750 Penalty: 2303.732910
	Iteration 10Q: 3 clusters Score -75137.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -75144.296875 Penalty: 2303.732910
	Iteration 11Q: 3 clusters Score -75144.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -75150.804688 Penalty: 2303.732910
	Iteration 12Q: 3 clusters Score -75150.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -75153.484375 Penalty: 2303.732910
	Iteration 13Q: 3 clusters Score -75153.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -75157.031250 Penalty: 2303.732910
	Iteration 14Q: 3 clusters Score -75157.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -75158.640625 Penalty: 2303.732910
	Iteration 15Q: 3 clusters Score -75158.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -75161.093750 Penalty: 2303.732910
	Iteration 16Q: 3 clusters Score -75161.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -75163.828125 Penalty: 2303.732910
	Iteration 17Q: 3 clusters Score -75163.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -75166.593750 Penalty: 2303.732910
	Iteration 18Q: 3 clusters Score -75166.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -75168.210938 Penalty: 2303.732910
	Iteration 19Q: 3 clusters Score -75168.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -75169.078125 Penalty: 2303.732910
	Iteration 20F: 3 clusters Score -75169.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -43192.925781 Penalty: 1062.447754
	Iteration 0F: 2 clusters Score -43192.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -41946.218750 Penalty: 2124.895508
	Iteration 0F: 3 clusters Score -41946.22 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -42138.417969 Penalty: 2124.895508
	Iteration 1F: 3 clusters Score -42138.42 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -42207.625000 Penalty: 2124.895508
	Iteration 2F: 3 clusters Score -42207.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -42238.152344 Penalty: 2124.895508
	Iteration 3Q: 3 clusters Score -42238.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -42251.332031 Penalty: 2124.895508
	Iteration 4Q: 3 clusters Score -42251.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -42257.710938 Penalty: 2124.895508
	Iteration 5Q: 3 clusters Score -42257.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -42261.726562 Penalty: 2124.895508
	Iteration 6Q: 3 clusters Score -42261.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -42266.054688 Penalty: 2124.895508
	Iteration 7Q: 3 clusters Score -42266.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -42266.054688 Penalty: 2124.895508
	Iteration 8F: 3 clusters Score -42266.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Entering Unmasked Estep 
Score: -1070949.500000 Penalty: 1578.351562
	Iteration 0F: 2 clusters Score -1070950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1059456.250000 Penalty: 3156.703125
	Iteration 0F: 3 clusters Score -1059456 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1063504.250000 Penalty: 3156.703125
	Iteration 1F: 3 clusters Score -1063504 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1063726.500000 Penalty: 3156.703125
	Iteration 2Q: 3 clusters Score -1063726 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1063895.125000 Penalty: 3156.703125
	Iteration 3Q: 3 clusters Score -1063895 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1064025.625000 Penalty: 3156.703125
	Iteration 4Q: 3 clusters Score -1064026 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1064142.000000 Penalty: 3156.703125
	Iteration 5Q: 3 clusters Score -1064142 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1064247.625000 Penalty: 3156.703125
	Iteration 6Q: 3 clusters Score -1064248 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1064374.875000 Penalty: 3156.703125
	Iteration 7Q: 3 clusters Score -1064375 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1064564.625000 Penalty: 3156.703125
	Iteration 8Q: 3 clusters Score -1064565 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1064833.000000 Penalty: 3156.703125
	Iteration 9Q: 3 clusters Score -1064833 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1065253.500000 Penalty: 3156.703125
	Iteration 10Q: 3 clusters Score -1065254 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1065906.875000 Penalty: 3156.703125
	Iteration 11F: 3 clusters Score -1065907 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1066782.500000 Penalty: 3156.703125
	Iteration 12F: 3 clusters Score -1066782 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1067797.625000 Penalty: 3156.703125
	Iteration 13F: 3 clusters Score -1067798 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1068670.625000 Penalty: 3156.703125
	Iteration 14F: 3 clusters Score -1068671 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1069210.750000 Penalty: 3156.703125
	Iteration 15Q: 3 clusters Score -1069211 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1069470.125000 Penalty: 3156.703125
	Iteration 16Q: 3 clusters Score -1069470 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1069581.125000 Penalty: 3156.703125
	Iteration 17Q: 3 clusters Score -1069581 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1069629.000000 Penalty: 3156.703125
	Iteration 18Q: 3 clusters Score -1069629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1069658.000000 Penalty: 3156.703125
	Iteration 19Q: 3 clusters Score -1069658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1069675.500000 Penalty: 3156.703125
	Iteration 20F: 3 clusters Score -1069676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1069692.500000 Penalty: 3156.703125
	Iteration 21Q: 3 clusters Score -1069692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1069700.625000 Penalty: 3156.703125
	Iteration 22Q: 3 clusters Score -1069701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1069709.625000 Penalty: 3156.703125
	Iteration 23Q: 3 clusters Score -1069710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1069710.875000 Penalty: 3156.703125
	Iteration 24Q: 3 clusters Score -1069711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1069710.875000 Penalty: 3156.703125
	Iteration 25F: 3 clusters Score -1069711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Entering Unmasked Estep 
Score: -3548504.250000 Penalty: 1774.671143
	Iteration 0F: 2 clusters Score -3548504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -3511514.750000 Penalty: 3549.342285
	Iteration 0F: 3 clusters Score -3511515 nChanged 26042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -3526076.250000 Penalty: 3549.342285
	Iteration 1F: 3 clusters Score -3526076 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -3526529.000000 Penalty: 3549.342285
	Iteration 2Q: 3 clusters Score -3526529 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -3527025.500000 Penalty: 3549.342285
	Iteration 3Q: 3 clusters Score -3527026 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -3527763.000000 Penalty: 3549.342285
	Iteration 4Q: 3 clusters Score -3527763 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3528723.500000 Penalty: 3549.342285
	Iteration 5Q: 3 clusters Score -3528724 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3530191.000000 Penalty: 3549.342285
	Iteration 6Q: 3 clusters Score -3530191 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3532499.000000 Penalty: 3549.342285
	Iteration 7F: 3 clusters Score -3532499 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -3535219.250000 Penalty: 3549.342285
	Iteration 8F: 3 clusters Score -3535219 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -3537499.000000 Penalty: 3549.342285
	Iteration 9F: 3 clusters Score -3537499 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3538636.750000 Penalty: 3549.342285
	Iteration 10Q: 3 clusters Score -3538637 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -3539125.500000 Penalty: 3549.342285
	Iteration 11Q: 3 clusters Score -3539126 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -3539415.000000 Penalty: 3549.342285
	Iteration 12Q: 3 clusters Score -3539415 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3539692.000000 Penalty: 3549.342285
	Iteration 13Q: 3 clusters Score -3539692 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3539949.500000 Penalty: 3549.342285
	Iteration 14Q: 3 clusters Score -3539950 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -3540225.250000 Penalty: 3549.342285
	Iteration 15Q: 3 clusters Score -3540225 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -3540483.000000 Penalty: 3549.342285
	Iteration 16Q: 3 clusters Score -3540483 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3540693.000000 Penalty: 3549.342285
	Iteration 17Q: 3 clusters Score -3540693 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -3540913.750000 Penalty: 3549.342285
	Iteration 18Q: 3 clusters Score -3540914 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3541116.250000 Penalty: 3549.342285
	Iteration 19Q: 3 clusters Score -3541116 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3541309.500000 Penalty: 3549.342285
	Iteration 20F: 3 clusters Score -3541310 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3541515.000000 Penalty: 3549.342285
	Iteration 21Q: 3 clusters Score -3541515 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -3541735.500000 Penalty: 3549.342285
	Iteration 22Q: 3 clusters Score -3541736 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3541947.500000 Penalty: 3549.342285
	Iteration 23Q: 3 clusters Score -3541948 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -3542113.000000 Penalty: 3549.342285
	Iteration 24Q: 3 clusters Score -3542113 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -3542313.500000 Penalty: 3549.342285
	Iteration 25Q: 3 clusters Score -3542314 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -3542537.000000 Penalty: 3549.342285
	Iteration 26Q: 3 clusters Score -3542537 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3542760.250000 Penalty: 3549.342285
	Iteration 27Q: 3 clusters Score -3542760 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -3543032.500000 Penalty: 3549.342285
	Iteration 28Q: 3 clusters Score -3543032 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -3543272.500000 Penalty: 3549.342285
	Iteration 29Q: 3 clusters Score -3543272 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -3543527.500000 Penalty: 3549.342285
	Iteration 30Q: 3 clusters Score -3543528 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3543797.500000 Penalty: 3549.342285
	Iteration 31Q: 3 clusters Score -3543798 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -3544045.000000 Penalty: 3549.342285
	Iteration 32Q: 3 clusters Score -3544045 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -3544296.500000 Penalty: 3549.342285
	Iteration 33Q: 3 clusters Score -3544296 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -3544544.500000 Penalty: 3549.342285
	Iteration 34Q: 3 clusters Score -3544544 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -3544797.500000 Penalty: 3549.342285
	Iteration 35Q: 3 clusters Score -3544798 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -3545021.000000 Penalty: 3549.342285
	Iteration 36Q: 3 clusters Score -3545021 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -3545254.250000 Penalty: 3549.342285
	Iteration 37Q: 3 clusters Score -3545254 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -3545465.000000 Penalty: 3549.342285
	Iteration 38Q: 3 clusters Score -3545465 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -3545638.250000 Penalty: 3549.342285
	Iteration 39Q: 3 clusters Score -3545638 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -3545776.250000 Penalty: 3549.342285
	Iteration 40F: 3 clusters Score -3545776 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -3545934.250000 Penalty: 3549.342285
	Iteration 41Q: 3 clusters Score -3545934 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -3546054.500000 Penalty: 3549.342285
	Iteration 42Q: 3 clusters Score -3546054 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3546184.250000 Penalty: 3549.342285
	Iteration 43Q: 3 clusters Score -3546184 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3546284.250000 Penalty: 3549.342285
	Iteration 44Q: 3 clusters Score -3546284 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3546361.500000 Penalty: 3549.342285
	Iteration 45Q: 3 clusters Score -3546362 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3546435.750000 Penalty: 3549.342285
	Iteration 46Q: 3 clusters Score -3546436 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3546493.750000 Penalty: 3549.342285
	Iteration 47Q: 3 clusters Score -3546494 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3546559.500000 Penalty: 3549.342285
	Iteration 48Q: 3 clusters Score -3546560 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3546602.500000 Penalty: 3549.342285
	Iteration 49Q: 3 clusters Score -3546602 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3546633.500000 Penalty: 3549.342285
	Iteration 50Q: 3 clusters Score -3546634 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3546658.750000 Penalty: 3549.342285
	Iteration 51Q: 3 clusters Score -3546659 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3546686.500000 Penalty: 3549.342285
	Iteration 52Q: 3 clusters Score -3546686 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3546715.750000 Penalty: 3549.342285
	Iteration 53Q: 3 clusters Score -3546716 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3546757.000000 Penalty: 3549.342285
	Iteration 54Q: 3 clusters Score -3546757 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3546789.000000 Penalty: 3549.342285
	Iteration 55Q: 3 clusters Score -3546789 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3546833.000000 Penalty: 3549.342285
	Iteration 56Q: 3 clusters Score -3546833 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3546864.250000 Penalty: 3549.342285
	Iteration 57Q: 3 clusters Score -3546864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3546881.500000 Penalty: 3549.342285
	Iteration 58Q: 3 clusters Score -3546882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3546891.500000 Penalty: 3549.342285
	Iteration 59Q: 3 clusters Score -3546892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3546907.750000 Penalty: 3549.342285
	Iteration 60F: 3 clusters Score -3546908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3546917.000000 Penalty: 3549.342285
	Iteration 61Q: 3 clusters Score -3546917 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3546927.250000 Penalty: 3549.342285
	Iteration 62Q: 3 clusters Score -3546927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3546934.500000 Penalty: 3549.342285
	Iteration 63Q: 3 clusters Score -3546934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3546940.500000 Penalty: 3549.342285
	Iteration 64Q: 3 clusters Score -3546940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3546949.500000 Penalty: 3549.342285
	Iteration 65Q: 3 clusters Score -3546950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3546952.500000 Penalty: 3549.342285
	Iteration 66Q: 3 clusters Score -3546952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3546965.500000 Penalty: 3549.342285
	Iteration 67Q: 3 clusters Score -3546966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3546975.000000 Penalty: 3549.342285
	Iteration 68Q: 3 clusters Score -3546975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3546987.250000 Penalty: 3549.342285
	Iteration 69Q: 3 clusters Score -3546987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3547000.250000 Penalty: 3549.342285
	Iteration 70Q: 3 clusters Score -3547000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3547008.750000 Penalty: 3549.342285
	Iteration 71Q: 3 clusters Score -3547009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3547017.500000 Penalty: 3549.342285
	Iteration 72Q: 3 clusters Score -3547018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3547024.250000 Penalty: 3549.342285
	Iteration 73Q: 3 clusters Score -3547024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3547031.000000 Penalty: 3549.342285
	Iteration 74Q: 3 clusters Score -3547031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3547030.500000 Penalty: 3549.342285
	Iteration 75Q: 3 clusters Score -3547030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3547032.500000 Penalty: 3549.342285
	Iteration 76Q: 3 clusters Score -3547032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3547037.250000 Penalty: 3549.342285
	Iteration 77Q: 3 clusters Score -3547037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3547032.000000 Penalty: 3549.342285
	Iteration 78Q: 3 clusters Score -3547032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3547036.250000 Penalty: 3549.342285
	Iteration 79Q: 3 clusters Score -3547036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3547036.250000 Penalty: 3549.342285
	Iteration 80F: 3 clusters Score -3547036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -71841.648438 Penalty: 1148.023438
	Iteration 0F: 2 clusters Score -71841.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -70270.234375 Penalty: 2296.046875
	Iteration 0F: 3 clusters Score -70270.23 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -70519.515625 Penalty: 2296.046875
	Iteration 1F: 3 clusters Score -70519.52 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -70591.382812 Penalty: 2296.046875
	Iteration 2F: 3 clusters Score -70591.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -70626.156250 Penalty: 2296.046875
	Iteration 3Q: 3 clusters Score -70626.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -70650.187500 Penalty: 2296.046875
	Iteration 4Q: 3 clusters Score -70650.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -70667.632812 Penalty: 2296.046875
	Iteration 5Q: 3 clusters Score -70667.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -70674.171875 Penalty: 2296.046875
	Iteration 6Q: 3 clusters Score -70674.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -70679.164062 Penalty: 2296.046875
	Iteration 7Q: 3 clusters Score -70679.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -70684.179688 Penalty: 2296.046875
	Iteration 8Q: 3 clusters Score -70684.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -70693.718750 Penalty: 2296.046875
	Iteration 9Q: 3 clusters Score -70693.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -70701.195312 Penalty: 2296.046875
	Iteration 10Q: 3 clusters Score -70701.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -70709.226562 Penalty: 2296.046875
	Iteration 11Q: 3 clusters Score -70709.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -70716.945312 Penalty: 2296.046875
	Iteration 12Q: 3 clusters Score -70716.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -70727.062500 Penalty: 2296.046875
	Iteration 13Q: 3 clusters Score -70727.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -70736.859375 Penalty: 2296.046875
	Iteration 14Q: 3 clusters Score -70736.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -70747.765625 Penalty: 2296.046875
	Iteration 15Q: 3 clusters Score -70747.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -70758.320312 Penalty: 2296.046875
	Iteration 16Q: 3 clusters Score -70758.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -70764.203125 Penalty: 2296.046875
	Iteration 17Q: 3 clusters Score -70764.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -70768.609375 Penalty: 2296.046875
	Iteration 18Q: 3 clusters Score -70768.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -70771.921875 Penalty: 2296.046875
	Iteration 19Q: 3 clusters Score -70771.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -70774.132812 Penalty: 2296.046875
	Iteration 20F: 3 clusters Score -70774.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -70776.414062 Penalty: 2296.046875
	Iteration 21Q: 3 clusters Score -70776.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -70777.664062 Penalty: 2296.046875
	Iteration 22Q: 3 clusters Score -70777.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -70779.828125 Penalty: 2296.046875
	Iteration 23Q: 3 clusters Score -70779.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -70780.484375 Penalty: 2296.046875
	Iteration 24Q: 3 clusters Score -70780.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -70782.406250 Penalty: 2296.046875
	Iteration 25Q: 3 clusters Score -70782.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -70785.132812 Penalty: 2296.046875
	Iteration 26Q: 3 clusters Score -70785.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -70786.382812 Penalty: 2296.046875
	Iteration 27Q: 3 clusters Score -70786.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -70789.437500 Penalty: 2296.046875
	Iteration 28Q: 3 clusters Score -70789.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -70791.945312 Penalty: 2296.046875
	Iteration 29Q: 3 clusters Score -70791.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -70793.289062 Penalty: 2296.046875
	Iteration 30Q: 3 clusters Score -70793.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -70793.539062 Penalty: 2296.046875
	Iteration 31Q: 3 clusters Score -70793.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -70793.539062 Penalty: 2296.046875
	Iteration 32F: 3 clusters Score -70793.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (337007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337007 members 
Entering Unmasked Estep 
Score: -20946856.000000 Penalty: 2068.277100
	Iteration 0F: 2 clusters Score -2.094686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168181 members 
Mstep: Class 2 contains 168826 members 
Entering Unmasked Estep 
Score: -20719524.000000 Penalty: 4136.554199
	Iteration 0F: 3 clusters Score -2.071952e+07 nChanged 164574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158499 members 
Mstep: Class 2 contains 178508 members 
Entering Unmasked Estep 
Score: -20817036.000000 Penalty: 4136.554199
	Iteration 1F: 3 clusters Score -2.081704e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152268 members 
Mstep: Class 2 contains 184739 members 
Entering Unmasked Estep 
Score: -20818844.000000 Penalty: 4136.554199
	Iteration 2Q: 3 clusters Score -2.081884e+07 nChanged 11102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142282 members 
Mstep: Class 2 contains 194725 members 
Entering Unmasked Estep 
Score: -20822180.000000 Penalty: 4136.554199
	Iteration 3Q: 3 clusters Score -2.082218e+07 nChanged 15982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126740 members 
Mstep: Class 2 contains 210267 members 
Entering Unmasked Estep 
Score: -20829214.000000 Penalty: 4136.554199
	Iteration 4Q: 3 clusters Score -2.082921e+07 nChanged 23243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103623 members 
Mstep: Class 2 contains 233384 members 
Entering Unmasked Estep 
Score: -20843830.000000 Penalty: 4136.554199
	Iteration 5F: 3 clusters Score -2.084383e+07 nChanged 31053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72590 members 
Mstep: Class 2 contains 264417 members 
Entering Unmasked Estep 
Score: -20870128.000000 Penalty: 4136.554199
	Iteration 6F: 3 clusters Score -2.087013e+07 nChanged 33552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 297963 members 
Entering Unmasked Estep 
Score: -20904366.000000 Penalty: 4136.554199
	Iteration 7F: 3 clusters Score -2.090437e+07 nChanged 24717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 322680 members 
Entering Unmasked Estep 
Score: -20930708.000000 Penalty: 4136.554199
	Iteration 8F: 3 clusters Score -2.093071e+07 nChanged 10785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 333465 members 
Entering Unmasked Estep 
Score: -20941592.000000 Penalty: 4136.554199
	Iteration 9Q: 3 clusters Score -2.094159e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 336295 members 
Entering Unmasked Estep 
Score: -20944310.000000 Penalty: 4136.554199
	Iteration 10Q: 3 clusters Score -2.094431e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 336786 members 
Entering Unmasked Estep 
Score: -20944800.000000 Penalty: 4136.554199
	Iteration 11Q: 3 clusters Score -2.09448e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 336868 members 
Entering Unmasked Estep 
Score: -20944952.000000 Penalty: 4136.554199
	Iteration 12Q: 3 clusters Score -2.094495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 336884 members 
Entering Unmasked Estep 
Score: -20944996.000000 Penalty: 4136.554199
	Iteration 13Q: 3 clusters Score -2.0945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 336890 members 
Entering Unmasked Estep 
Score: -20945014.000000 Penalty: 4136.554199
	Iteration 14Q: 3 clusters Score -2.094501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 336892 members 
Entering Unmasked Estep 
Score: -20945018.000000 Penalty: 4136.554199
	Iteration 15Q: 3 clusters Score -2.094502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 336893 members 
Entering Unmasked Estep 
Score: -20945030.000000 Penalty: 4136.554199
	Iteration 16Q: 3 clusters Score -2.094503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 336893 members 
Entering Unmasked Estep 
Score: -20945028.000000 Penalty: 4136.554199
	Iteration 17Q: 3 clusters Score -2.094503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 336892 members 
Entering Unmasked Estep 
Score: -20945030.000000 Penalty: 4136.554199
	Iteration 18Q: 3 clusters Score -2.094503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 336893 members 
Entering Unmasked Estep 
Score: -20945034.000000 Penalty: 4136.554199
	Iteration 19Q: 3 clusters Score -2.094503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 336892 members 
Entering Unmasked Estep 
Score: -20945036.000000 Penalty: 4136.554199
	Iteration 20F: 3 clusters Score -2.094504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 336891 members 
Entering Unmasked Estep 
Score: -20945036.000000 Penalty: 4136.554199
	Iteration 21Q: 3 clusters Score -2.094504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 336890 members 
Entering Unmasked Estep 
Score: -20945032.000000 Penalty: 4136.554199
	Iteration 22Q: 3 clusters Score -2.094503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 336890 members 
Entering Unmasked Estep 
Score: -20945032.000000 Penalty: 4136.554199
	Iteration 23F: 3 clusters Score -2.094503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Entering Unmasked Estep 
Score: -1291608.625000 Penalty: 1610.070557
	Iteration 0F: 2 clusters Score -1291609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1277863.375000 Penalty: 3220.141113
	Iteration 0F: 3 clusters Score -1277863 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1282695.250000 Penalty: 3220.141113
	Iteration 1F: 3 clusters Score -1282695 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1282975.625000 Penalty: 3220.141113
	Iteration 2Q: 3 clusters Score -1282976 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1283219.875000 Penalty: 3220.141113
	Iteration 3Q: 3 clusters Score -1283220 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1283455.875000 Penalty: 3220.141113
	Iteration 4Q: 3 clusters Score -1283456 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1283647.250000 Penalty: 3220.141113
	Iteration 5Q: 3 clusters Score -1283647 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1283854.000000 Penalty: 3220.141113
	Iteration 6Q: 3 clusters Score -1283854 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1284065.625000 Penalty: 3220.141113
	Iteration 7Q: 3 clusters Score -1284066 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1284323.875000 Penalty: 3220.141113
	Iteration 8Q: 3 clusters Score -1284324 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1284660.000000 Penalty: 3220.141113
	Iteration 9Q: 3 clusters Score -1284660 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1285078.250000 Penalty: 3220.141113
	Iteration 10Q: 3 clusters Score -1285078 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1285640.000000 Penalty: 3220.141113
	Iteration 11Q: 3 clusters Score -1285640 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1286326.375000 Penalty: 3220.141113
	Iteration 12Q: 3 clusters Score -1286326 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1287070.500000 Penalty: 3220.141113
	Iteration 13Q: 3 clusters Score -1287070 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1287729.125000 Penalty: 3220.141113
	Iteration 14Q: 3 clusters Score -1287729 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1288185.750000 Penalty: 3220.141113
	Iteration 15Q: 3 clusters Score -1288186 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1288476.375000 Penalty: 3220.141113
	Iteration 16Q: 3 clusters Score -1288476 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1288685.000000 Penalty: 3220.141113
	Iteration 17Q: 3 clusters Score -1288685 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1288836.125000 Penalty: 3220.141113
	Iteration 18Q: 3 clusters Score -1288836 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1288940.375000 Penalty: 3220.141113
	Iteration 19Q: 3 clusters Score -1288940 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1289026.250000 Penalty: 3220.141113
	Iteration 20F: 3 clusters Score -1289026 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1289125.500000 Penalty: 3220.141113
	Iteration 21Q: 3 clusters Score -1289126 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1289213.000000 Penalty: 3220.141113
	Iteration 22Q: 3 clusters Score -1289213 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1289289.375000 Penalty: 3220.141113
	Iteration 23Q: 3 clusters Score -1289289 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1289354.500000 Penalty: 3220.141113
	Iteration 24Q: 3 clusters Score -1289354 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1289418.125000 Penalty: 3220.141113
	Iteration 25Q: 3 clusters Score -1289418 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1289478.250000 Penalty: 3220.141113
	Iteration 26Q: 3 clusters Score -1289478 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1289554.875000 Penalty: 3220.141113
	Iteration 27Q: 3 clusters Score -1289555 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1289609.375000 Penalty: 3220.141113
	Iteration 28Q: 3 clusters Score -1289609 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1289655.875000 Penalty: 3220.141113
	Iteration 29Q: 3 clusters Score -1289656 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1289709.375000 Penalty: 3220.141113
	Iteration 30Q: 3 clusters Score -1289709 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1289766.500000 Penalty: 3220.141113
	Iteration 31Q: 3 clusters Score -1289766 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1289815.750000 Penalty: 3220.141113
	Iteration 32Q: 3 clusters Score -1289816 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1289861.750000 Penalty: 3220.141113
	Iteration 33Q: 3 clusters Score -1289862 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1289905.750000 Penalty: 3220.141113
	Iteration 34Q: 3 clusters Score -1289906 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1289931.500000 Penalty: 3220.141113
	Iteration 35Q: 3 clusters Score -1289932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1289957.750000 Penalty: 3220.141113
	Iteration 36Q: 3 clusters Score -1289958 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1289989.125000 Penalty: 3220.141113
	Iteration 37Q: 3 clusters Score -1289989 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1290012.625000 Penalty: 3220.141113
	Iteration 38Q: 3 clusters Score -1290013 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1290030.500000 Penalty: 3220.141113
	Iteration 39Q: 3 clusters Score -1290030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1290049.500000 Penalty: 3220.141113
	Iteration 40F: 3 clusters Score -1290050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1290062.375000 Penalty: 3220.141113
	Iteration 41Q: 3 clusters Score -1290062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1290081.125000 Penalty: 3220.141113
	Iteration 42Q: 3 clusters Score -1290081 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1290101.250000 Penalty: 3220.141113
	Iteration 43Q: 3 clusters Score -1290101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1290116.875000 Penalty: 3220.141113
	Iteration 44Q: 3 clusters Score -1290117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1290129.250000 Penalty: 3220.141113
	Iteration 45Q: 3 clusters Score -1290129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1290140.125000 Penalty: 3220.141113
	Iteration 46Q: 3 clusters Score -1290140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1290145.875000 Penalty: 3220.141113
	Iteration 47Q: 3 clusters Score -1290146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1290159.500000 Penalty: 3220.141113
	Iteration 48Q: 3 clusters Score -1290160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1290169.250000 Penalty: 3220.141113
	Iteration 49Q: 3 clusters Score -1290169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1290178.500000 Penalty: 3220.141113
	Iteration 50Q: 3 clusters Score -1290178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1290194.250000 Penalty: 3220.141113
	Iteration 51Q: 3 clusters Score -1290194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1290204.375000 Penalty: 3220.141113
	Iteration 52Q: 3 clusters Score -1290204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1290215.125000 Penalty: 3220.141113
	Iteration 53Q: 3 clusters Score -1290215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1290224.375000 Penalty: 3220.141113
	Iteration 54Q: 3 clusters Score -1290224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1290232.375000 Penalty: 3220.141113
	Iteration 55Q: 3 clusters Score -1290232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1290236.125000 Penalty: 3220.141113
	Iteration 56Q: 3 clusters Score -1290236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1290236.625000 Penalty: 3220.141113
	Iteration 57Q: 3 clusters Score -1290237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1290239.250000 Penalty: 3220.141113
	Iteration 58Q: 3 clusters Score -1290239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1290239.250000 Penalty: 3220.141113
	Iteration 59F: 3 clusters Score -1290239 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: -487754.562500 Penalty: 1454.567017
	Iteration 0F: 2 clusters Score -487754.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -482051.406250 Penalty: 2909.134033
	Iteration 0F: 3 clusters Score -482051.4 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -483977.031250 Penalty: 2909.134033
	Iteration 1F: 3 clusters Score -483977 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -484500.906250 Penalty: 2909.134033
	Iteration 2F: 3 clusters Score -484500.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -485099.406250 Penalty: 2909.134033
	Iteration 3F: 3 clusters Score -485099.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -485645.312500 Penalty: 2909.134033
	Iteration 4F: 3 clusters Score -485645.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -486167.718750 Penalty: 2909.134033
	Iteration 5F: 3 clusters Score -486167.7 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -486666.187500 Penalty: 2909.134033
	Iteration 6F: 3 clusters Score -486666.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -487069.718750 Penalty: 2909.134033
	Iteration 7F: 3 clusters Score -487069.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -487349.031250 Penalty: 2909.134033
	Iteration 8Q: 3 clusters Score -487349 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -487470.781250 Penalty: 2909.134033
	Iteration 9Q: 3 clusters Score -487470.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -487518.468750 Penalty: 2909.134033
	Iteration 10Q: 3 clusters Score -487518.5 nChanged 50
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: -487535.937500 Penalty: 2909.134033
	Iteration 11Q: 3 clusters Score -487535.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -487546.625000 Penalty: 2909.134033
	Iteration 12Q: 3 clusters Score -487546.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -487553.718750 Penalty: 2909.134033
	Iteration 13Q: 3 clusters Score -487553.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -487560.968750 Penalty: 2909.134033
	Iteration 14Q: 3 clusters Score -487561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -487563.312500 Penalty: 2909.134033
	Iteration 15Q: 3 clusters Score -487563.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -487568.437500 Penalty: 2909.134033
	Iteration 16Q: 3 clusters Score -487568.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -487570.062500 Penalty: 2909.134033
	Iteration 17Q: 3 clusters Score -487570.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -487570.562500 Penalty: 2909.134033
	Iteration 18Q: 3 clusters Score -487570.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -487570.500000 Penalty: 2909.134033
	Iteration 19Q: 3 clusters Score -487570.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -487571.562500 Penalty: 2909.134033
	Iteration 20F: 3 clusters Score -487571.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -487571.937500 Penalty: 2909.134033
	Iteration 21Q: 3 clusters Score -487571.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -487571.781250 Penalty: 2909.134033
	Iteration 22Q: 3 clusters Score -487571.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -487572.468750 Penalty: 2909.134033
	Iteration 23Q: 3 clusters Score -487572.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -487573.562500 Penalty: 2909.134033
	Iteration 24Q: 3 clusters Score -487573.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -487574.093750 Penalty: 2909.134033
	Iteration 25Q: 3 clusters Score -487574.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -487575.187500 Penalty: 2909.134033
	Iteration 26Q: 3 clusters Score -487575.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -487575.312500 Penalty: 2909.134033
	Iteration 27Q: 3 clusters Score -487575.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -487575.718750 Penalty: 2909.134033
	Iteration 28Q: 3 clusters Score -487575.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -487575.718750 Penalty: 2909.134033
	Iteration 29F: 3 clusters Score -487575.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Entering Unmasked Estep 
Score: -3493757.000000 Penalty: 1775.862061
	Iteration 0F: 2 clusters Score -3493757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -3456323.250000 Penalty: 3551.724121
	Iteration 0F: 3 clusters Score -3456323 nChanged 26241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3471581.250000 Penalty: 3551.724121
	Iteration 1F: 3 clusters Score -3471581 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -3472165.250000 Penalty: 3551.724121
	Iteration 2Q: 3 clusters Score -3472165 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -3472901.500000 Penalty: 3551.724121
	Iteration 3Q: 3 clusters Score -3472902 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -3473784.250000 Penalty: 3551.724121
	Iteration 4Q: 3 clusters Score -3473784 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -3474994.750000 Penalty: 3551.724121
	Iteration 5Q: 3 clusters Score -3474995 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -3476783.000000 Penalty: 3551.724121
	Iteration 6F: 3 clusters Score -3476783 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3479317.750000 Penalty: 3551.724121
	Iteration 7F: 3 clusters Score -3479318 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3482152.500000 Penalty: 3551.724121
	Iteration 8F: 3 clusters Score -3482152 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -3484764.000000 Penalty: 3551.724121
	Iteration 9F: 3 clusters Score -3484764 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -3486805.000000 Penalty: 3551.724121
	Iteration 10Q: 3 clusters Score -3486805 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -3488256.250000 Penalty: 3551.724121
	Iteration 11Q: 3 clusters Score -3488256 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -3489283.000000 Penalty: 3551.724121
	Iteration 12Q: 3 clusters Score -3489283 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3490084.000000 Penalty: 3551.724121
	Iteration 13Q: 3 clusters Score -3490084 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3490661.250000 Penalty: 3551.724121
	Iteration 14Q: 3 clusters Score -3490661 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3491092.750000 Penalty: 3551.724121
	Iteration 15Q: 3 clusters Score -3491093 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3491418.250000 Penalty: 3551.724121
	Iteration 16Q: 3 clusters Score -3491418 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3491631.000000 Penalty: 3551.724121
	Iteration 17Q: 3 clusters Score -3491631 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3491766.250000 Penalty: 3551.724121
	Iteration 18Q: 3 clusters Score -3491766 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3491867.250000 Penalty: 3551.724121
	Iteration 19Q: 3 clusters Score -3491867 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3491942.000000 Penalty: 3551.724121
	Iteration 20F: 3 clusters Score -3491942 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3491989.750000 Penalty: 3551.724121
	Iteration 21Q: 3 clusters Score -3491990 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3492035.750000 Penalty: 3551.724121
	Iteration 22Q: 3 clusters Score -3492036 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3492063.750000 Penalty: 3551.724121
	Iteration 23Q: 3 clusters Score -3492064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3492092.500000 Penalty: 3551.724121
	Iteration 24Q: 3 clusters Score -3492092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3492108.250000 Penalty: 3551.724121
	Iteration 25Q: 3 clusters Score -3492108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3492122.000000 Penalty: 3551.724121
	Iteration 26Q: 3 clusters Score -3492122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3492131.250000 Penalty: 3551.724121
	Iteration 27Q: 3 clusters Score -3492131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3492135.250000 Penalty: 3551.724121
	Iteration 28Q: 3 clusters Score -3492135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3492138.500000 Penalty: 3551.724121
	Iteration 29Q: 3 clusters Score -3492138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3492140.000000 Penalty: 3551.724121
	Iteration 30Q: 3 clusters Score -3492140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3492142.250000 Penalty: 3551.724121
	Iteration 31Q: 3 clusters Score -3492142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3492143.750000 Penalty: 3551.724121
	Iteration 32Q: 3 clusters Score -3492144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3492146.500000 Penalty: 3551.724121
	Iteration 33Q: 3 clusters Score -3492146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55149 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3492144.500000 Penalty: 3551.724121
	Iteration 34Q: 3 clusters Score -3492144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3492150.750000 Penalty: 3551.724121
	Iteration 35Q: 3 clusters Score -3492151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3492146.500000 Penalty: 3551.724121
	Iteration 36Q: 3 clusters Score -3492146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3492152.500000 Penalty: 3551.724121
	Iteration 37Q: 3 clusters Score -3492152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3492150.500000 Penalty: 3551.724121
	Iteration 38Q: 3 clusters Score -3492150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3492149.250000 Penalty: 3551.724121
	Iteration 39Q: 3 clusters Score -3492149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3492157.000000 Penalty: 3551.724121
	Iteration 40F: 3 clusters Score -3492157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3492159.750000 Penalty: 3551.724121
	Iteration 41Q: 3 clusters Score -3492160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3492156.500000 Penalty: 3551.724121
	Iteration 42Q: 3 clusters Score -3492156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3492156.000000 Penalty: 3551.724121
	Iteration 43Q: 3 clusters Score -3492156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3492157.250000 Penalty: 3551.724121
	Iteration 44Q: 3 clusters Score -3492157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3492160.000000 Penalty: 3551.724121
	Iteration 45Q: 3 clusters Score -3492160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3492160.250000 Penalty: 3551.724121
	Iteration 46Q: 3 clusters Score -3492160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3492160.250000 Penalty: 3551.724121
	Iteration 47F: 3 clusters Score -3492160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (136109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136109 members 
Entering Unmasked Estep 
Score: -8704805.000000 Penalty: 1920.946777
	Iteration 0F: 2 clusters Score -8704805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 68068 members 
Entering Unmasked Estep 
Score: -8613491.000000 Penalty: 3841.893555
	Iteration 0F: 3 clusters Score -8613491 nChanged 65459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65946 members 
Mstep: Class 2 contains 70163 members 
Entering Unmasked Estep 
Score: -8652033.000000 Penalty: 3841.893555
	Iteration 1F: 3 clusters Score -8652033 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 71242 members 
Entering Unmasked Estep 
Score: -8652995.000000 Penalty: 3841.893555
	Iteration 2Q: 3 clusters Score -8652995 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 72984 members 
Entering Unmasked Estep 
Score: -8654285.000000 Penalty: 3841.893555
	Iteration 3Q: 3 clusters Score -8654285 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60727 members 
Mstep: Class 2 contains 75382 members 
Entering Unmasked Estep 
Score: -8656112.000000 Penalty: 3841.893555
	Iteration 4Q: 3 clusters Score -8656112 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57332 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -8658536.000000 Penalty: 3841.893555
	Iteration 5Q: 3 clusters Score -8658536 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 83382 members 
Entering Unmasked Estep 
Score: -8661717.000000 Penalty: 3841.893555
	Iteration 6Q: 3 clusters Score -8661717 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 89271 members 
Entering Unmasked Estep 
Score: -8665829.000000 Penalty: 3841.893555
	Iteration 7F: 3 clusters Score -8665829 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 96212 members 
Entering Unmasked Estep 
Score: -8670963.000000 Penalty: 3841.893555
	Iteration 8F: 3 clusters Score -8670963 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 103913 members 
Entering Unmasked Estep 
Score: -8677051.000000 Penalty: 3841.893555
	Iteration 9F: 3 clusters Score -8677051 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 111492 members 
Entering Unmasked Estep 
Score: -8683662.000000 Penalty: 3841.893555
	Iteration 10F: 3 clusters Score -8683662 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 117912 members 
Entering Unmasked Estep 
Score: -8689417.000000 Penalty: 3841.893555
	Iteration 11Q: 3 clusters Score -8689417 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 122698 members 
Entering Unmasked Estep 
Score: -8693696.000000 Penalty: 3841.893555
	Iteration 12Q: 3 clusters Score -8693696 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 126054 members 
Entering Unmasked Estep 
Score: -8696602.000000 Penalty: 3841.893555
	Iteration 13Q: 3 clusters Score -8696602 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 128567 members 
Entering Unmasked Estep 
Score: -8698606.000000 Penalty: 3841.893555
	Iteration 14Q: 3 clusters Score -8698606 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 130404 members 
Entering Unmasked Estep 
Score: -8699887.000000 Penalty: 3841.893555
	Iteration 15Q: 3 clusters Score -8699887 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 131707 members 
Entering Unmasked Estep 
Score: -8700774.000000 Penalty: 3841.893555
	Iteration 16Q: 3 clusters Score -8700774 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 132707 members 
Entering Unmasked Estep 
Score: -8701464.000000 Penalty: 3841.893555
	Iteration 17Q: 3 clusters Score -8701464 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 133431 members 
Entering Unmasked Estep 
Score: -8701922.000000 Penalty: 3841.893555
	Iteration 18Q: 3 clusters Score -8701922 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 133966 members 
Entering Unmasked Estep 
Score: -8702216.000000 Penalty: 3841.893555
	Iteration 19Q: 3 clusters Score -8702216 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 134362 members 
Entering Unmasked Estep 
Score: -8702461.000000 Penalty: 3841.893555
	Iteration 20F: 3 clusters Score -8702461 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 134657 members 
Entering Unmasked Estep 
Score: -8702635.000000 Penalty: 3841.893555
	Iteration 21Q: 3 clusters Score -8702635 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 134868 members 
Entering Unmasked Estep 
Score: -8702729.000000 Penalty: 3841.893555
	Iteration 22Q: 3 clusters Score -8702729 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 135035 members 
Entering Unmasked Estep 
Score: -8702829.000000 Penalty: 3841.893555
	Iteration 23Q: 3 clusters Score -8702829 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 135147 members 
Entering Unmasked Estep 
Score: -8702888.000000 Penalty: 3841.893555
	Iteration 24Q: 3 clusters Score -8702888 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 135238 members 
Entering Unmasked Estep 
Score: -8702935.000000 Penalty: 3841.893555
	Iteration 25Q: 3 clusters Score -8702935 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 135318 members 
Entering Unmasked Estep 
Score: -8702976.000000 Penalty: 3841.893555
	Iteration 26Q: 3 clusters Score -8702976 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 135374 members 
Entering Unmasked Estep 
Score: -8703017.000000 Penalty: 3841.893555
	Iteration 27Q: 3 clusters Score -8703017 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 135436 members 
Entering Unmasked Estep 
Score: -8703071.000000 Penalty: 3841.893555
	Iteration 28Q: 3 clusters Score -8703071 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 135479 members 
Entering Unmasked Estep 
Score: -8703101.000000 Penalty: 3841.893555
	Iteration 29Q: 3 clusters Score -8703101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 135510 members 
Entering Unmasked Estep 
Score: -8703107.000000 Penalty: 3841.893555
	Iteration 30Q: 3 clusters Score -8703107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 135531 members 
Entering Unmasked Estep 
Score: -8703127.000000 Penalty: 3841.893555
	Iteration 31Q: 3 clusters Score -8703127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 135542 members 
Entering Unmasked Estep 
Score: -8703138.000000 Penalty: 3841.893555
	Iteration 32Q: 3 clusters Score -8703138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 135551 members 
Entering Unmasked Estep 
Score: -8703134.000000 Penalty: 3841.893555
	Iteration 33Q: 3 clusters Score -8703134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 135565 members 
Entering Unmasked Estep 
Score: -8703153.000000 Penalty: 3841.893555
	Iteration 34Q: 3 clusters Score -8703153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 135574 members 
Entering Unmasked Estep 
Score: -8703166.000000 Penalty: 3841.893555
	Iteration 35Q: 3 clusters Score -8703166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 135586 members 
Entering Unmasked Estep 
Score: -8703179.000000 Penalty: 3841.893555
	Iteration 36Q: 3 clusters Score -8703179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 135595 members 
Entering Unmasked Estep 
Score: -8703192.000000 Penalty: 3841.893555
	Iteration 37Q: 3 clusters Score -8703192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 135606 members 
Entering Unmasked Estep 
Score: -8703200.000000 Penalty: 3841.893555
	Iteration 38Q: 3 clusters Score -8703200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 135619 members 
Entering Unmasked Estep 
Score: -8703205.000000 Penalty: 3841.893555
	Iteration 39Q: 3 clusters Score -8703205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 135630 members 
Entering Unmasked Estep 
Score: -8703209.000000 Penalty: 3841.893555
	Iteration 40F: 3 clusters Score -8703209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 135638 members 
Entering Unmasked Estep 
Score: -8703214.000000 Penalty: 3841.893555
	Iteration 41Q: 3 clusters Score -8703214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 135643 members 
Entering Unmasked Estep 
Score: -8703207.000000 Penalty: 3841.893555
	Iteration 42Q: 3 clusters Score -8703207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 135646 members 
Entering Unmasked Estep 
Score: -8703216.000000 Penalty: 3841.893555
	Iteration 43Q: 3 clusters Score -8703216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 135649 members 
Entering Unmasked Estep 
Score: -8703217.000000 Penalty: 3841.893555
	Iteration 44Q: 3 clusters Score -8703217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 135652 members 
Entering Unmasked Estep 
Score: -8703218.000000 Penalty: 3841.893555
	Iteration 45Q: 3 clusters Score -8703218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 135654 members 
Entering Unmasked Estep 
Score: -8703223.000000 Penalty: 3841.893555
	Iteration 46Q: 3 clusters Score -8703223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 135656 members 
Entering Unmasked Estep 
Score: -8703223.000000 Penalty: 3841.893555
	Iteration 47Q: 3 clusters Score -8703223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 135658 members 
Entering Unmasked Estep 
Score: -8703218.000000 Penalty: 3841.893555
	Iteration 48Q: 3 clusters Score -8703218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 135662 members 
Entering Unmasked Estep 
Score: -8703223.000000 Penalty: 3841.893555
	Iteration 49Q: 3 clusters Score -8703223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 135664 members 
Entering Unmasked Estep 
Score: -8703228.000000 Penalty: 3841.893555
	Iteration 50Q: 3 clusters Score -8703228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 135667 members 
Entering Unmasked Estep 
Score: -8703223.000000 Penalty: 3841.893555
	Iteration 51Q: 3 clusters Score -8703223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 135670 members 
Entering Unmasked Estep 
Score: -8703229.000000 Penalty: 3841.893555
	Iteration 52Q: 3 clusters Score -8703229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 135671 members 
Entering Unmasked Estep 
Score: -8703222.000000 Penalty: 3841.893555
	Iteration 53Q: 3 clusters Score -8703222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 135672 members 
Entering Unmasked Estep 
Score: -8703226.000000 Penalty: 3841.893555
	Iteration 54Q: 3 clusters Score -8703226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 135673 members 
Entering Unmasked Estep 
Score: -8703230.000000 Penalty: 3841.893555
	Iteration 55Q: 3 clusters Score -8703230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 135673 members 
Entering Unmasked Estep 
Score: -8703230.000000 Penalty: 3841.893555
	Iteration 56F: 3 clusters Score -8703230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Entering Unmasked Estep 
Score: -1144830.375000 Penalty: 1599.857300
	Iteration 0F: 2 clusters Score -1144830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1131979.125000 Penalty: 3199.714600
	Iteration 0F: 3 clusters Score -1131979 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1136570.000000 Penalty: 3199.714600
	Iteration 1F: 3 clusters Score -1136570 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1136855.875000 Penalty: 3199.714600
	Iteration 2Q: 3 clusters Score -1136856 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1137116.625000 Penalty: 3199.714600
	Iteration 3Q: 3 clusters Score -1137117 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1137364.500000 Penalty: 3199.714600
	Iteration 4Q: 3 clusters Score -1137364 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1137649.625000 Penalty: 3199.714600
	Iteration 5Q: 3 clusters Score -1137650 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1138032.250000 Penalty: 3199.714600
	Iteration 6Q: 3 clusters Score -1138032 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1138561.125000 Penalty: 3199.714600
	Iteration 7Q: 3 clusters Score -1138561 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1139264.375000 Penalty: 3199.714600
	Iteration 8F: 3 clusters Score -1139264 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1140079.125000 Penalty: 3199.714600
	Iteration 9F: 3 clusters Score -1140079 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1140877.000000 Penalty: 3199.714600
	Iteration 10F: 3 clusters Score -1140877 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1141635.500000 Penalty: 3199.714600
	Iteration 11Q: 3 clusters Score -1141636 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1142281.375000 Penalty: 3199.714600
	Iteration 12Q: 3 clusters Score -1142281 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1142701.125000 Penalty: 3199.714600
	Iteration 13Q: 3 clusters Score -1142701 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1142977.750000 Penalty: 3199.714600
	Iteration 14Q: 3 clusters Score -1142978 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1143144.750000 Penalty: 3199.714600
	Iteration 15Q: 3 clusters Score -1143145 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1143248.625000 Penalty: 3199.714600
	Iteration 16Q: 3 clusters Score -1143249 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1143300.375000 Penalty: 3199.714600
	Iteration 17Q: 3 clusters Score -1143300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1143330.625000 Penalty: 3199.714600
	Iteration 18Q: 3 clusters Score -1143331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1143354.500000 Penalty: 3199.714600
	Iteration 19Q: 3 clusters Score -1143354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1143369.000000 Penalty: 3199.714600
	Iteration 20F: 3 clusters Score -1143369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1143386.250000 Penalty: 3199.714600
	Iteration 21Q: 3 clusters Score -1143386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1143397.625000 Penalty: 3199.714600
	Iteration 22Q: 3 clusters Score -1143398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1143410.875000 Penalty: 3199.714600
	Iteration 23Q: 3 clusters Score -1143411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1143419.625000 Penalty: 3199.714600
	Iteration 24Q: 3 clusters Score -1143420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1143431.625000 Penalty: 3199.714600
	Iteration 25Q: 3 clusters Score -1143432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1143433.500000 Penalty: 3199.714600
	Iteration 26Q: 3 clusters Score -1143434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1143438.000000 Penalty: 3199.714600
	Iteration 27Q: 3 clusters Score -1143438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1143443.875000 Penalty: 3199.714600
	Iteration 28Q: 3 clusters Score -1143444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1143451.125000 Penalty: 3199.714600
	Iteration 29Q: 3 clusters Score -1143451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1143459.000000 Penalty: 3199.714600
	Iteration 30Q: 3 clusters Score -1143459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1143462.125000 Penalty: 3199.714600
	Iteration 31Q: 3 clusters Score -1143462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1143463.375000 Penalty: 3199.714600
	Iteration 32Q: 3 clusters Score -1143463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1143465.375000 Penalty: 3199.714600
	Iteration 33Q: 3 clusters Score -1143465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1143465.625000 Penalty: 3199.714600
	Iteration 34Q: 3 clusters Score -1143466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1143465.625000 Penalty: 3199.714600
	Iteration 35F: 3 clusters Score -1143466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Entering Unmasked Estep 
Score: -257656.203125 Penalty: 1368.539795
	Iteration 0F: 2 clusters Score -257656.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -253976.875000 Penalty: 2737.079590
	Iteration 0F: 3 clusters Score -253976.9 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -254991.031250 Penalty: 2737.079590
	Iteration 1F: 3 clusters Score -254991 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -255204.343750 Penalty: 2737.079590
	Iteration 2F: 3 clusters Score -255204.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -255398.031250 Penalty: 2737.079590
	Iteration 3F: 3 clusters Score -255398 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -255652.000000 Penalty: 2737.079590
	Iteration 4F: 3 clusters Score -255652 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -255992.187500 Penalty: 2737.079590
	Iteration 5F: 3 clusters Score -255992.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -256361.500000 Penalty: 2737.079590
	Iteration 6F: 3 clusters Score -256361.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -256737.343750 Penalty: 2737.079590
	Iteration 7F: 3 clusters Score -256737.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -257063.546875 Penalty: 2737.079590
	Iteration 8F: 3 clusters Score -257063.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -257232.265625 Penalty: 2737.079590
	Iteration 9F: 3 clusters Score -257232.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -257312.875000 Penalty: 2737.079590
	Iteration 10Q: 3 clusters Score -257312.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -257355.015625 Penalty: 2737.079590
	Iteration 11Q: 3 clusters Score -257355 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -257373.406250 Penalty: 2737.079590
	Iteration 12Q: 3 clusters Score -257373.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -257383.781250 Penalty: 2737.079590
	Iteration 13Q: 3 clusters Score -257383.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -257389.125000 Penalty: 2737.079590
	Iteration 14Q: 3 clusters Score -257389.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -257395.093750 Penalty: 2737.079590
	Iteration 15Q: 3 clusters Score -257395.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -257396.812500 Penalty: 2737.079590
	Iteration 16Q: 3 clusters Score -257396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -257397.093750 Penalty: 2737.079590
	Iteration 17Q: 3 clusters Score -257397.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -257397.093750 Penalty: 2737.079590
	Iteration 18F: 3 clusters Score -257397.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Entering Unmasked Estep 
Score: -693673.500000 Penalty: 1507.887329
	Iteration 0F: 2 clusters Score -693673.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -685968.562500 Penalty: 3015.774658
	Iteration 0F: 3 clusters Score -685968.6 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -688527.125000 Penalty: 3015.774658
	Iteration 1F: 3 clusters Score -688527.1 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -688873.062500 Penalty: 3015.774658
	Iteration 2F: 3 clusters Score -688873.1 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -689311.000000 Penalty: 3015.774658
	Iteration 3F: 3 clusters Score -689311 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -689929.062500 Penalty: 3015.774658
	Iteration 4F: 3 clusters Score -689929.1 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -690671.562500 Penalty: 3015.774658
	Iteration 5F: 3 clusters Score -690671.6 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -691482.437500 Penalty: 3015.774658
	Iteration 6F: 3 clusters Score -691482.4 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -692218.500000 Penalty: 3015.774658
	Iteration 7F: 3 clusters Score -692218.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -692617.437500 Penalty: 3015.774658
	Iteration 8Q: 3 clusters Score -692617.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -692787.000000 Penalty: 3015.774658
	Iteration 9Q: 3 clusters Score -692787 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -692837.187500 Penalty: 3015.774658
	Iteration 10Q: 3 clusters Score -692837.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -692857.875000 Penalty: 3015.774658
	Iteration 11Q: 3 clusters Score -692857.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -692868.000000 Penalty: 3015.774658
	Iteration 12Q: 3 clusters Score -692868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -692872.187500 Penalty: 3015.774658
	Iteration 13Q: 3 clusters Score -692872.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -692878.625000 Penalty: 3015.774658
	Iteration 14Q: 3 clusters Score -692878.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -692882.500000 Penalty: 3015.774658
	Iteration 15Q: 3 clusters Score -692882.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -692885.625000 Penalty: 3015.774658
	Iteration 16Q: 3 clusters Score -692885.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -692885.312500 Penalty: 3015.774658
	Iteration 17Q: 3 clusters Score -692885.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -692888.062500 Penalty: 3015.774658
	Iteration 18Q: 3 clusters Score -692888.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -692888.937500 Penalty: 3015.774658
	Iteration 19Q: 3 clusters Score -692888.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -692889.625000 Penalty: 3015.774658
	Iteration 20F: 3 clusters Score -692889.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -692891.062500 Penalty: 3015.774658
	Iteration 21Q: 3 clusters Score -692891.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -692891.375000 Penalty: 3015.774658
	Iteration 22Q: 3 clusters Score -692891.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -692891.375000 Penalty: 3015.774658
	Iteration 23F: 3 clusters Score -692891.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Entering Unmasked Estep 
Score: -1089289.375000 Penalty: 1582.754517
	Iteration 0F: 2 clusters Score -1089289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1077528.625000 Penalty: 3165.509033
	Iteration 0F: 3 clusters Score -1077529 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1081733.375000 Penalty: 3165.509033
	Iteration 1F: 3 clusters Score -1081733 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1082015.375000 Penalty: 3165.509033
	Iteration 2Q: 3 clusters Score -1082015 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1082233.625000 Penalty: 3165.509033
	Iteration 3Q: 3 clusters Score -1082234 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1082422.000000 Penalty: 3165.509033
	Iteration 4Q: 3 clusters Score -1082422 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1082602.750000 Penalty: 3165.509033
	Iteration 5Q: 3 clusters Score -1082603 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1082799.125000 Penalty: 3165.509033
	Iteration 6Q: 3 clusters Score -1082799 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1083039.250000 Penalty: 3165.509033
	Iteration 7Q: 3 clusters Score -1083039 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1083364.875000 Penalty: 3165.509033
	Iteration 8Q: 3 clusters Score -1083365 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1083779.250000 Penalty: 3165.509033
	Iteration 9Q: 3 clusters Score -1083779 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1084326.125000 Penalty: 3165.509033
	Iteration 10F: 3 clusters Score -1084326 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1084923.375000 Penalty: 3165.509033
	Iteration 11F: 3 clusters Score -1084923 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1085423.250000 Penalty: 3165.509033
	Iteration 12F: 3 clusters Score -1085423 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1085772.750000 Penalty: 3165.509033
	Iteration 13Q: 3 clusters Score -1085773 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1086004.750000 Penalty: 3165.509033
	Iteration 14Q: 3 clusters Score -1086005 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1086139.500000 Penalty: 3165.509033
	Iteration 15Q: 3 clusters Score -1086140 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1086249.875000 Penalty: 3165.509033
	Iteration 16Q: 3 clusters Score -1086250 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1086339.625000 Penalty: 3165.509033
	Iteration 17Q: 3 clusters Score -1086340 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1086435.250000 Penalty: 3165.509033
	Iteration 18Q: 3 clusters Score -1086435 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1086552.625000 Penalty: 3165.509033
	Iteration 19Q: 3 clusters Score -1086553 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1086642.375000 Penalty: 3165.509033
	Iteration 20F: 3 clusters Score -1086642 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1086722.000000 Penalty: 3165.509033
	Iteration 21Q: 3 clusters Score -1086722 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1086801.500000 Penalty: 3165.509033
	Iteration 22Q: 3 clusters Score -1086802 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1086864.875000 Penalty: 3165.509033
	Iteration 23Q: 3 clusters Score -1086865 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1086914.750000 Penalty: 3165.509033
	Iteration 24Q: 3 clusters Score -1086915 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1086949.000000 Penalty: 3165.509033
	Iteration 25Q: 3 clusters Score -1086949 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1086976.375000 Penalty: 3165.509033
	Iteration 26Q: 3 clusters Score -1086976 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1087001.250000 Penalty: 3165.509033
	Iteration 27Q: 3 clusters Score -1087001 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1087021.875000 Penalty: 3165.509033
	Iteration 28Q: 3 clusters Score -1087022 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1087048.000000 Penalty: 3165.509033
	Iteration 29Q: 3 clusters Score -1087048 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1087069.375000 Penalty: 3165.509033
	Iteration 30Q: 3 clusters Score -1087069 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1087091.250000 Penalty: 3165.509033
	Iteration 31Q: 3 clusters Score -1087091 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1087100.875000 Penalty: 3165.509033
	Iteration 32Q: 3 clusters Score -1087101 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1087116.750000 Penalty: 3165.509033
	Iteration 33Q: 3 clusters Score -1087117 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1087138.500000 Penalty: 3165.509033
	Iteration 34Q: 3 clusters Score -1087138 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1087152.875000 Penalty: 3165.509033
	Iteration 35Q: 3 clusters Score -1087153 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1087173.000000 Penalty: 3165.509033
	Iteration 36Q: 3 clusters Score -1087173 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1087190.250000 Penalty: 3165.509033
	Iteration 37Q: 3 clusters Score -1087190 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1087203.875000 Penalty: 3165.509033
	Iteration 38Q: 3 clusters Score -1087204 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1087223.625000 Penalty: 3165.509033
	Iteration 39Q: 3 clusters Score -1087224 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1087234.500000 Penalty: 3165.509033
	Iteration 40F: 3 clusters Score -1087234 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1087242.000000 Penalty: 3165.509033
	Iteration 41Q: 3 clusters Score -1087242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1087251.000000 Penalty: 3165.509033
	Iteration 42Q: 3 clusters Score -1087251 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1087259.750000 Penalty: 3165.509033
	Iteration 43Q: 3 clusters Score -1087260 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1087278 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1087290.875000 Penalty: 3165.509033
	Iteration 45Q: 3 clusters Score -1087291 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1087297.375000 Penalty: 3165.509033
	Iteration 46Q: 3 clusters Score -1087297 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1087300.875000 Penalty: 3165.509033
	Iteration 47Q: 3 clusters Score -1087301 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1087305.625000 Penalty: 3165.509033
	Iteration 48Q: 3 clusters Score -1087306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1087311.125000 Penalty: 3165.509033
	Iteration 49Q: 3 clusters Score -1087311 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1087317.625000 Penalty: 3165.509033
	Iteration 50Q: 3 clusters Score -1087318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1087323.000000 Penalty: 3165.509033
	Iteration 51Q: 3 clusters Score -1087323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1087324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1087325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1087328.125000 Penalty: 3165.509033
	Iteration 54Q: 3 clusters Score -1087328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1087334 nChanged 30
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Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1087337.625000 Penalty: 3165.509033
	Iteration 56Q: 3 clusters Score -1087338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1087341.875000 Penalty: 3165.509033
	Iteration 57Q: 3 clusters Score -1087342 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1087347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1087352 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1087354.000000 Penalty: 3165.509033
	Iteration 60F: 3 clusters Score -1087354 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1087362 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1087367 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1087368 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1087371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1087370 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1087376 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1087380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1087380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1087386.000000 Penalty: 3165.509033
	Iteration 69Q: 3 clusters Score -1087386 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1087384.625000 Penalty: 3165.509033
	Iteration 70Q: 3 clusters Score -1087385 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1087388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1087390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1087391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1087395.875000 Penalty: 3165.509033
	Iteration 74Q: 3 clusters Score -1087396 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1087401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1087400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1087407.125000 Penalty: 3165.509033
	Iteration 77Q: 3 clusters Score -1087407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1087409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1087409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1087411.125000 Penalty: 3165.509033
	Iteration 80F: 3 clusters Score -1087411 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1087412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1087412 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1087412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1087414.125000 Penalty: 3165.509033
	Iteration 84Q: 3 clusters Score -1087414 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1087417 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1087419 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1087422.500000 Penalty: 3165.509033
	Iteration 87Q: 3 clusters Score -1087422 nChanged 21
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Mstep: Class 1 contains 3780 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1087425 nChanged 30
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Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1087430.625000 Penalty: 3165.509033
	Iteration 89Q: 3 clusters Score -1087431 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1087434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1087442.000000 Penalty: 3165.509033
	Iteration 91Q: 3 clusters Score -1087442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1087447.625000 Penalty: 3165.509033
	Iteration 92Q: 3 clusters Score -1087448 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1087457.500000 Penalty: 3165.509033
	Iteration 93Q: 3 clusters Score -1087458 nChanged 49
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Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1087468.000000 Penalty: 3165.509033
	Iteration 94Q: 3 clusters Score -1087468 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3480 members 
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Entering Unmasked Estep 
Score: -1087481.250000 Penalty: 3165.509033
	Iteration 95Q: 3 clusters Score -1087481 nChanged 72
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Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1087495 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1087512.250000 Penalty: 3165.509033
	Iteration 97Q: 3 clusters Score -1087512 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1087529.375000 Penalty: 3165.509033
	Iteration 98Q: 3 clusters Score -1087529 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1087539.750000 Penalty: 3165.509033
	Iteration 99Q: 3 clusters Score -1087540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1087552.750000 Penalty: 3165.509033
	Iteration 100F: 3 clusters Score -1087553 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1087559.500000 Penalty: 3165.509033
	Iteration 101Q: 3 clusters Score -1087560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1087572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1087577.625000 Penalty: 3165.509033
	Iteration 103Q: 3 clusters Score -1087578 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1087590 nChanged 43
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Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1087599 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2868 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1087609 nChanged 47
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Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1087618 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1087629 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1087636.500000 Penalty: 3165.509033
	Iteration 109Q: 3 clusters Score -1087636 nChanged 37
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Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1087640.000000 Penalty: 3165.509033
	Iteration 110Q: 3 clusters Score -1087640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1087648 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1087653 nChanged 37
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Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1087660 nChanged 25
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Mstep: Class 1 contains 2563 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1087664 nChanged 25
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Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1087666 nChanged 18
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Mstep: Class 1 contains 2522 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1087669 nChanged 16
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Mstep: Class 1 contains 2506 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1087672 nChanged 16
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Mstep: Class 1 contains 2490 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1087674 nChanged 20
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Mstep: Class 1 contains 2472 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1087676 nChanged 18
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Mstep: Class 1 contains 2454 members 
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Entering Unmasked Estep 
Score: -1087677.500000 Penalty: 3165.509033
	Iteration 120F: 3 clusters Score -1087678 nChanged 13
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Mstep: Class 1 contains 2441 members 
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Entering Unmasked Estep 
Score: -1087682.500000 Penalty: 3165.509033
	Iteration 121Q: 3 clusters Score -1087682 nChanged 17
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Mstep: Class 1 contains 2424 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1087684 nChanged 17
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Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1087687.250000 Penalty: 3165.509033
	Iteration 123Q: 3 clusters Score -1087687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1087687.750000 Penalty: 3165.509033
	Iteration 124Q: 3 clusters Score -1087688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1087688.125000 Penalty: 3165.509033
	Iteration 125Q: 3 clusters Score -1087688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1087692.750000 Penalty: 3165.509033
	Iteration 126Q: 3 clusters Score -1087693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1087692.750000 Penalty: 3165.509033
	Iteration 127Q: 3 clusters Score -1087693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1087697.000000 Penalty: 3165.509033
	Iteration 128Q: 3 clusters Score -1087697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1087701.375000 Penalty: 3165.509033
	Iteration 129Q: 3 clusters Score -1087701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1087703.375000 Penalty: 3165.509033
	Iteration 130Q: 3 clusters Score -1087703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1087707.625000 Penalty: 3165.509033
	Iteration 131Q: 3 clusters Score -1087708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1087707.625000 Penalty: 3165.509033
	Iteration 132Q: 3 clusters Score -1087708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1087711.250000 Penalty: 3165.509033
	Iteration 133Q: 3 clusters Score -1087711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1087715.125000 Penalty: 3165.509033
	Iteration 134Q: 3 clusters Score -1087715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1087716.000000 Penalty: 3165.509033
	Iteration 135Q: 3 clusters Score -1087716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1087717.625000 Penalty: 3165.509033
	Iteration 136Q: 3 clusters Score -1087718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1087720.125000 Penalty: 3165.509033
	Iteration 137Q: 3 clusters Score -1087720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1087724.000000 Penalty: 3165.509033
	Iteration 138Q: 3 clusters Score -1087724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1087726.500000 Penalty: 3165.509033
	Iteration 139Q: 3 clusters Score -1087726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1087726.875000 Penalty: 3165.509033
	Iteration 140F: 3 clusters Score -1087727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1087727.500000 Penalty: 3165.509033
	Iteration 141Q: 3 clusters Score -1087728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1087730.625000 Penalty: 3165.509033
	Iteration 142Q: 3 clusters Score -1087731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1087731.000000 Penalty: 3165.509033
	Iteration 143Q: 3 clusters Score -1087731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1087733.000000 Penalty: 3165.509033
	Iteration 144Q: 3 clusters Score -1087733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1087734.750000 Penalty: 3165.509033
	Iteration 145Q: 3 clusters Score -1087735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1087735.375000 Penalty: 3165.509033
	Iteration 146Q: 3 clusters Score -1087735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1087735.875000 Penalty: 3165.509033
	Iteration 147Q: 3 clusters Score -1087736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1087737.125000 Penalty: 3165.509033
	Iteration 148Q: 3 clusters Score -1087737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1087739.125000 Penalty: 3165.509033
	Iteration 149Q: 3 clusters Score -1087739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1087736.625000 Penalty: 3165.509033
	Iteration 150Q: 3 clusters Score -1087737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1087737.375000 Penalty: 3165.509033
	Iteration 151Q: 3 clusters Score -1087737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1087736.125000 Penalty: 3165.509033
	Iteration 152Q: 3 clusters Score -1087736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1087736.125000 Penalty: 3165.509033
	Iteration 153Q: 3 clusters Score -1087736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1087737.500000 Penalty: 3165.509033
	Iteration 154Q: 3 clusters Score -1087738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1087737.750000 Penalty: 3165.509033
	Iteration 155Q: 3 clusters Score -1087738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1087737.250000 Penalty: 3165.509033
	Iteration 156Q: 3 clusters Score -1087737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1087737.125000 Penalty: 3165.509033
	Iteration 157Q: 3 clusters Score -1087737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1087737.125000 Penalty: 3165.509033
	Iteration 158F: 3 clusters Score -1087737 nChanged 0
--- Evaluating fit on full set of 2048086 points ---
Entering Unmasked Estep 
Score: -125059736.000000 Penalty: 33061.246094
23->15 Clusters: Score -125059736.000000, best is -125488632.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 682695 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 29738 members 
Mstep: Class 3 contains 29764 members 
Mstep: Class 4 contains 29683 members 
Mstep: Class 5 contains 29810 members 
Mstep: Class 6 contains 29758 members 
Mstep: Class 7 contains 29500 members 
Mstep: Class 8 contains 29826 members 
Mstep: Class 9 contains 29915 members 
Mstep: Class 10 contains 29833 members 
Mstep: Class 11 contains 29564 members 
Mstep: Class 12 contains 29183 members 
Mstep: Class 13 contains 29683 members 
Mstep: Class 14 contains 30072 members 
Mstep: Class 15 contains 29836 members 
Mstep: Class 16 contains 29718 members 
Mstep: Class 17 contains 29853 members 
Mstep: Class 18 contains 29713 members 
Mstep: Class 19 contains 29746 members 
Mstep: Class 20 contains 29174 members 
Mstep: Class 21 contains 29478 members 
Mstep: Class 22 contains 29539 members 
Mstep: Class 23 contains 29691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 695.129089 but Gain 2182.992188
Score: -39421904.000000 Penalty: 48025.847656
Iteration 0F: 23 clusters Score -3.94219e+07 nChanged 647571
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 37522 members 
Mstep: Class 3 contains 33342 members 
Mstep: Class 4 contains 30976 members 
Mstep: Class 5 contains 49983 members 
Mstep: Class 6 contains 20519 members 
Mstep: Class 7 contains 22267 members 
Mstep: Class 8 contains 23707 members 
Mstep: Class 9 contains 36831 members 
Mstep: Class 10 contains 20714 members 
Mstep: Class 11 contains 30748 members 
Mstep: Class 12 contains 19110 members 
Mstep: Class 13 contains 42991 members 
Mstep: Class 14 contains 29274 members 
Mstep: Class 15 contains 29842 members 
Mstep: Class 16 contains 35667 members 
Mstep: Class 17 contains 46347 members 
Mstep: Class 18 contains 27366 members 
Mstep: Class 19 contains 31194 members 
Mstep: Class 21 contains 31625 members 
Mstep: Class 22 contains 26569 members 
Mstep: Class 23 contains 26608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40859252.000000 Penalty: 48025.847656
Iteration 1F: 23 clusters Score -4.085925e+07 nChanged 162945
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 36571 members 
Mstep: Class 3 contains 29932 members 
Mstep: Class 4 contains 31657 members 
Mstep: Class 5 contains 52507 members 
Mstep: Class 6 contains 18549 members 
Mstep: Class 7 contains 18042 members 
Mstep: Class 8 contains 19973 members 
Mstep: Class 9 contains 43824 members 
Mstep: Class 10 contains 16911 members 
Mstep: Class 11 contains 31759 members 
Mstep: Class 12 contains 15390 members 
Mstep: Class 13 contains 48412 members 
Mstep: Class 14 contains 27571 members 
Mstep: Class 15 contains 27485 members 
Mstep: Class 16 contains 40387 members 
Mstep: Class 17 contains 51751 members 
Mstep: Class 18 contains 26704 members 
Mstep: Class 19 contains 30567 members 
Mstep: Class 21 contains 32071 members 
Mstep: Class 22 contains 24745 members 
Mstep: Class 23 contains 26709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41018112.000000 Penalty: 48025.847656
Iteration 2F: 23 clusters Score -4.101811e+07 nChanged 134527
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 36394 members 
Mstep: Class 3 contains 25717 members 
Mstep: Class 4 contains 30473 members 
Mstep: Class 5 contains 59888 members 
Mstep: Class 6 contains 16856 members 
Mstep: Class 7 contains 14970 members 
Mstep: Class 8 contains 16394 members 
Mstep: Class 9 contains 51857 members 
Mstep: Class 10 contains 13666 members 
Mstep: Class 11 contains 31260 members 
Mstep: Class 12 contains 12139 members 
Mstep: Class 13 contains 51332 members 
Mstep: Class 14 contains 27762 members 
Mstep: Class 15 contains 26705 members 
Mstep: Class 16 contains 44116 members 
Mstep: Class 17 contains 54628 members 
Mstep: Class 18 contains 24055 members 
Mstep: Class 19 contains 29814 members 
Mstep: Class 21 contains 32134 members 
Mstep: Class 22 contains 25170 members 
Mstep: Class 23 contains 25997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41128428.000000 Penalty: 48025.847656
Iteration 3F: 23 clusters Score -4.112843e+07 nChanged 116326
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 36877 members 
Mstep: Class 3 contains 21549 members 
Mstep: Class 4 contains 28045 members 
Mstep: Class 5 contains 73602 members 
Mstep: Class 6 contains 14947 members 
Mstep: Class 7 contains 12334 members 
Mstep: Class 8 contains 12535 members 
Mstep: Class 9 contains 60710 members 
Mstep: Class 10 contains 11300 members 
Mstep: Class 11 contains 29326 members 
Mstep: Class 12 contains 9805 members 
Mstep: Class 13 contains 51571 members 
Mstep: Class 14 contains 27626 members 
Mstep: Class 15 contains 26718 members 
Mstep: Class 16 contains 47664 members 
Mstep: Class 17 contains 56011 members 
Mstep: Class 18 contains 20062 members 
Mstep: Class 19 contains 28620 members 
Mstep: Class 21 contains 31476 members 
Mstep: Class 22 contains 27282 members 
Mstep: Class 23 contains 24481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41217004.000000 Penalty: 48025.847656
Iteration 4F: 23 clusters Score -4.1217e+07 nChanged 106681
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 36803 members 
Mstep: Class 3 contains 17339 members 
Mstep: Class 4 contains 24784 members 
Mstep: Class 5 contains 93269 members 
Mstep: Class 6 contains 12816 members 
Mstep: Class 7 contains 9951 members 
Mstep: Class 8 contains 8882 members 
Mstep: Class 9 contains 70154 members 
Mstep: Class 10 contains 9409 members 
Mstep: Class 11 contains 26675 members 
Mstep: Class 12 contains 7840 members 
Mstep: Class 13 contains 49826 members 
Mstep: Class 14 contains 26594 members 
Mstep: Class 15 contains 27225 members 
Mstep: Class 16 contains 51434 members 
Mstep: Class 17 contains 56067 members 
Mstep: Class 18 contains 15527 members 
Mstep: Class 19 contains 26808 members 
Mstep: Class 21 contains 30849 members 
Mstep: Class 22 contains 29735 members 
Mstep: Class 23 contains 22764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41299904.000000 Penalty: 48025.847656
Iteration 5F: 23 clusters Score -4.12999e+07 nChanged 100834
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 35016 members 
Mstep: Class 3 contains 13685 members 
Mstep: Class 4 contains 20607 members 
Mstep: Class 5 contains 117937 members 
Mstep: Class 6 contains 10682 members 
Mstep: Class 7 contains 7751 members 
Mstep: Class 8 contains 5759 members 
Mstep: Class 9 contains 79467 members 
Mstep: Class 10 contains 7733 members 
Mstep: Class 11 contains 23535 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 46778 members 
Mstep: Class 14 contains 24646 members 
Mstep: Class 15 contains 28378 members 
Mstep: Class 16 contains 55798 members 
Mstep: Class 17 contains 54389 members 
Mstep: Class 18 contains 10960 members 
Mstep: Class 19 contains 24531 members 
Mstep: Class 21 contains 30641 members 
Mstep: Class 22 contains 32204 members 
Mstep: Class 23 contains 20895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41382100.000000 Penalty: 48025.847656
Iteration 6F: 23 clusters Score -4.13821e+07 nChanged 94556
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 31668 members 
Mstep: Class 3 contains 11140 members 
Mstep: Class 4 contains 15909 members 
Mstep: Class 5 contains 145298 members 
Mstep: Class 6 contains 9006 members 
Mstep: Class 7 contains 5723 members 
Mstep: Class 8 contains 3531 members 
Mstep: Class 9 contains 88400 members 
Mstep: Class 10 contains 6372 members 
Mstep: Class 11 contains 19904 members 
Mstep: Class 12 contains 4743 members 
Mstep: Class 13 contains 42709 members 
Mstep: Class 14 contains 22304 members 
Mstep: Class 15 contains 29929 members 
Mstep: Class 16 contains 60542 members 
Mstep: Class 17 contains 50350 members 
Mstep: Class 18 contains 6923 members 
Mstep: Class 19 contains 22210 members 
Mstep: Class 21 contains 31122 members 
Mstep: Class 22 contains 34249 members 
Mstep: Class 23 contains 18971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41458292.000000 Penalty: 48025.847656
Iteration 7F: 23 clusters Score -4.145829e+07 nChanged 85467
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 27557 members 
Mstep: Class 3 contains 9522 members 
Mstep: Class 4 contains 11398 members 
Mstep: Class 5 contains 171732 members 
Mstep: Class 6 contains 7792 members 
Mstep: Class 7 contains 4058 members 
Mstep: Class 8 contains 2120 members 
Mstep: Class 9 contains 96681 members 
Mstep: Class 10 contains 5290 members 
Mstep: Class 11 contains 16334 members 
Mstep: Class 12 contains 3597 members 
Mstep: Class 13 contains 38398 members 
Mstep: Class 14 contains 20253 members 
Mstep: Class 15 contains 31211 members 
Mstep: Class 16 contains 65154 members 
Mstep: Class 17 contains 44466 members 
Mstep: Class 18 contains 3977 members 
Mstep: Class 19 contains 20196 members 
Mstep: Class 21 contains 32302 members 
Mstep: Class 22 contains 35583 members 
Mstep: Class 23 contains 17231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1532.271118 but Gain 2182.992188
Score: -41526068.000000 Penalty: 45842.855469
Iteration 8F: 22 clusters Score -4.152607e+07 nChanged 73587
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 23899 members 
Mstep: Class 3 contains 8453 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 194718 members 
Mstep: Class 6 contains 7100 members 
Mstep: Class 7 contains 2782 members 
Mstep: Class 9 contains 104237 members 
Mstep: Class 10 contains 4483 members 
Mstep: Class 11 contains 13317 members 
Mstep: Class 12 contains 2712 members 
Mstep: Class 13 contains 34435 members 
Mstep: Class 14 contains 18937 members 
Mstep: Class 15 contains 31652 members 
Mstep: Class 16 contains 69031 members 
Mstep: Class 17 contains 38262 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 19128 members 
Mstep: Class 21 contains 33960 members 
Mstep: Class 22 contains 36189 members 
Mstep: Class 23 contains 15717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1122.407349 but Gain 2182.992188
Score: -41581332.000000 Penalty: 43659.863281
Iteration 9F: 21 clusters Score -4.158133e+07 nChanged 60146
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 20695 members 
Mstep: Class 3 contains 7850 members 
Mstep: Class 4 contains 4913 members 
Mstep: Class 5 contains 213857 members 
Mstep: Class 6 contains 6813 members 
Mstep: Class 7 contains 1743 members 
Mstep: Class 9 contains 110489 members 
Mstep: Class 10 contains 3967 members 
Mstep: Class 11 contains 11004 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 30864 members 
Mstep: Class 14 contains 18291 members 
Mstep: Class 15 contains 31258 members 
Mstep: Class 16 contains 71128 members 
Mstep: Class 17 contains 32414 members 
Mstep: Class 19 contains 18939 members 
Mstep: Class 21 contains 35598 members 
Mstep: Class 22 contains 36196 members 
Mstep: Class 23 contains 14427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1214.444214 but Gain 2182.996094
Score: -41622648.000000 Penalty: 41476.867188
Iteration 10F: 20 clusters Score -4.162265e+07 nChanged 47629
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 18565 members 
Mstep: Class 3 contains 7548 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 229345 members 
Mstep: Class 6 contains 6653 members 
Mstep: Class 9 contains 115280 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 9145 members 
Mstep: Class 12 contains 1525 members 
Mstep: Class 13 contains 27564 members 
Mstep: Class 14 contains 18138 members 
Mstep: Class 15 contains 30320 members 
Mstep: Class 16 contains 72181 members 
Mstep: Class 17 contains 27498 members 
Mstep: Class 19 contains 19298 members 
Mstep: Class 21 contains 36938 members 
Mstep: Class 22 contains 35593 members 
Mstep: Class 23 contains 13196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1297.074097 but Gain 2182.992188
Score: -41652548.000000 Penalty: 39293.875000
Iteration 11F: 19 clusters Score -4.165255e+07 nChanged 38479
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 17013 members 
Mstep: Class 3 contains 7388 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 242813 members 
Mstep: Class 6 contains 6722 members 
Mstep: Class 9 contains 118729 members 
Mstep: Class 10 contains 3336 members 
Mstep: Class 11 contains 7628 members 
Mstep: Class 13 contains 24421 members 
Mstep: Class 14 contains 18271 members 
Mstep: Class 15 contains 29309 members 
Mstep: Class 16 contains 72405 members 
Mstep: Class 17 contains 23531 members 
Mstep: Class 19 contains 20032 members 
Mstep: Class 21 contains 37570 members 
Mstep: Class 22 contains 34597 members 
Mstep: Class 23 contains 12015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1698.333374 but Gain 2182.992188
Score: -41674484.000000 Penalty: 37110.882812
Iteration 12F: 18 clusters Score -4.167448e+07 nChanged 32413
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 16046 members 
Mstep: Class 3 contains 7345 members 
Mstep: Class 5 contains 254762 members 
Mstep: Class 6 contains 6845 members 
Mstep: Class 9 contains 121578 members 
Mstep: Class 10 contains 3047 members 
Mstep: Class 11 contains 6385 members 
Mstep: Class 13 contains 21437 members 
Mstep: Class 14 contains 18442 members 
Mstep: Class 15 contains 28337 members 
Mstep: Class 16 contains 72243 members 
Mstep: Class 17 contains 20210 members 
Mstep: Class 19 contains 20956 members 
Mstep: Class 21 contains 37823 members 
Mstep: Class 22 contains 33345 members 
Mstep: Class 23 contains 10842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41691640.000000 Penalty: 37110.882812
Iteration 13Q: 18 clusters Score -4.169164e+07 nChanged 25885
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 15610 members 
Mstep: Class 3 contains 7358 members 
Mstep: Class 5 contains 264656 members 
Mstep: Class 6 contains 7085 members 
Mstep: Class 9 contains 123285 members 
Mstep: Class 10 contains 2743 members 
Mstep: Class 11 contains 5310 members 
Mstep: Class 13 contains 18552 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 27442 members 
Mstep: Class 16 contains 71724 members 
Mstep: Class 17 contains 17299 members 
Mstep: Class 19 contains 21635 members 
Mstep: Class 21 contains 37848 members 
Mstep: Class 22 contains 31766 members 
Mstep: Class 23 contains 9731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702936.000000 Penalty: 37110.882812
Iteration 14Q: 18 clusters Score -4.170294e+07 nChanged 22220
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 15657 members 
Mstep: Class 3 contains 7377 members 
Mstep: Class 5 contains 273577 members 
Mstep: Class 6 contains 7325 members 
Mstep: Class 9 contains 124468 members 
Mstep: Class 10 contains 2494 members 
Mstep: Class 11 contains 4371 members 
Mstep: Class 13 contains 15789 members 
Mstep: Class 14 contains 18817 members 
Mstep: Class 15 contains 26668 members 
Mstep: Class 16 contains 71316 members 
Mstep: Class 17 contains 14755 members 
Mstep: Class 19 contains 22154 members 
Mstep: Class 21 contains 37696 members 
Mstep: Class 22 contains 30107 members 
Mstep: Class 23 contains 8681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41711892.000000 Penalty: 37110.882812
Iteration 15Q: 18 clusters Score -4.171189e+07 nChanged 19437
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 15909 members 
Mstep: Class 3 contains 7448 members 
Mstep: Class 5 contains 281593 members 
Mstep: Class 6 contains 7599 members 
Mstep: Class 9 contains 125271 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 3612 members 
Mstep: Class 13 contains 13245 members 
Mstep: Class 14 contains 18959 members 
Mstep: Class 15 contains 26030 members 
Mstep: Class 16 contains 70950 members 
Mstep: Class 17 contains 12628 members 
Mstep: Class 19 contains 22393 members 
Mstep: Class 21 contains 37436 members 
Mstep: Class 22 contains 28566 members 
Mstep: Class 23 contains 7662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41719032.000000 Penalty: 37110.882812
Iteration 16Q: 18 clusters Score -4.171903e+07 nChanged 17104
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16224 members 
Mstep: Class 3 contains 7533 members 
Mstep: Class 5 contains 288790 members 
Mstep: Class 6 contains 7877 members 
Mstep: Class 9 contains 125723 members 
Mstep: Class 10 contains 2032 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 13 contains 10948 members 
Mstep: Class 14 contains 19070 members 
Mstep: Class 15 contains 25464 members 
Mstep: Class 16 contains 70827 members 
Mstep: Class 17 contains 10770 members 
Mstep: Class 19 contains 22457 members 
Mstep: Class 21 contains 37068 members 
Mstep: Class 22 contains 27182 members 
Mstep: Class 23 contains 6706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41724992.000000 Penalty: 37110.882812
Iteration 17Q: 18 clusters Score -4.172499e+07 nChanged 15138
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 16615 members 
Mstep: Class 3 contains 7651 members 
Mstep: Class 5 contains 295244 members 
Mstep: Class 6 contains 8153 members 
Mstep: Class 9 contains 126005 members 
Mstep: Class 10 contains 1808 members 
Mstep: Class 11 contains 2543 members 
Mstep: Class 13 contains 8950 members 
Mstep: Class 14 contains 19140 members 
Mstep: Class 15 contains 24971 members 
Mstep: Class 16 contains 70734 members 
Mstep: Class 17 contains 9135 members 
Mstep: Class 19 contains 22375 members 
Mstep: Class 21 contains 36634 members 
Mstep: Class 22 contains 25996 members 
Mstep: Class 23 contains 5829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41729756.000000 Penalty: 37110.882812
Iteration 18Q: 18 clusters Score -4.172976e+07 nChanged 13610
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 16987 members 
Mstep: Class 3 contains 7778 members 
Mstep: Class 5 contains 301046 members 
Mstep: Class 6 contains 8430 members 
Mstep: Class 9 contains 125999 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 2144 members 
Mstep: Class 13 contains 7203 members 
Mstep: Class 14 contains 19206 members 
Mstep: Class 15 contains 24566 members 
Mstep: Class 16 contains 70700 members 
Mstep: Class 17 contains 7793 members 
Mstep: Class 19 contains 22213 members 
Mstep: Class 21 contains 36162 members 
Mstep: Class 22 contains 24946 members 
Mstep: Class 23 contains 5055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2094.269287 but Gain 2182.992188
Score: -41733828.000000 Penalty: 34927.890625
Iteration 19Q: 17 clusters Score -4.173383e+07 nChanged 13694
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 17343 members 
Mstep: Class 3 contains 7918 members 
Mstep: Class 5 contains 307264 members 
Mstep: Class 6 contains 8688 members 
Mstep: Class 9 contains 125868 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 19255 members 
Mstep: Class 15 contains 24250 members 
Mstep: Class 16 contains 70943 members 
Mstep: Class 17 contains 6683 members 
Mstep: Class 19 contains 21970 members 
Mstep: Class 21 contains 35728 members 
Mstep: Class 22 contains 23962 members 
Mstep: Class 23 contains 4365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41739528.000000 Penalty: 34927.890625
Iteration 20F: 17 clusters Score -4.173953e+07 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 17653 members 
Mstep: Class 3 contains 8048 members 
Mstep: Class 5 contains 312332 members 
Mstep: Class 6 contains 8930 members 
Mstep: Class 9 contains 125291 members 
Mstep: Class 11 contains 1582 members 
Mstep: Class 13 contains 4577 members 
Mstep: Class 14 contains 19181 members 
Mstep: Class 15 contains 23953 members 
Mstep: Class 16 contains 71071 members 
Mstep: Class 17 contains 5766 members 
Mstep: Class 19 contains 21508 members 
Mstep: Class 21 contains 35146 members 
Mstep: Class 22 contains 23131 members 
Mstep: Class 23 contains 3740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2167.036133 but Gain 2182.994141
Score: -41742496.000000 Penalty: 32744.896484
Iteration 21Q: 16 clusters Score -4.17425e+07 nChanged 11748
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17940 members 
Mstep: Class 3 contains 8178 members 
Mstep: Class 5 contains 317353 members 
Mstep: Class 6 contains 9171 members 
Mstep: Class 9 contains 124527 members 
Mstep: Class 13 contains 3619 members 
Mstep: Class 14 contains 19110 members 
Mstep: Class 15 contains 23751 members 
Mstep: Class 16 contains 71283 members 
Mstep: Class 17 contains 5022 members 
Mstep: Class 19 contains 21730 members 
Mstep: Class 21 contains 34596 members 
Mstep: Class 22 contains 22427 members 
Mstep: Class 23 contains 3217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747368.000000 Penalty: 32744.896484
Iteration 22Q: 16 clusters Score -4.174737e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 18166 members 
Mstep: Class 3 contains 8287 members 
Mstep: Class 5 contains 321612 members 
Mstep: Class 6 contains 9373 members 
Mstep: Class 9 contains 123359 members 
Mstep: Class 13 contains 2869 members 
Mstep: Class 14 contains 19014 members 
Mstep: Class 15 contains 23504 members 
Mstep: Class 16 contains 71662 members 
Mstep: Class 17 contains 4418 members 
Mstep: Class 19 contains 21087 members 
Mstep: Class 21 contains 33996 members 
Mstep: Class 22 contains 21787 members 
Mstep: Class 23 contains 2804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749752.000000 Penalty: 32744.896484
Iteration 23Q: 16 clusters Score -4.174975e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 18337 members 
Mstep: Class 3 contains 8380 members 
Mstep: Class 5 contains 325501 members 
Mstep: Class 6 contains 9534 members 
Mstep: Class 9 contains 121912 members 
Mstep: Class 13 contains 2274 members 
Mstep: Class 14 contains 18936 members 
Mstep: Class 15 contains 23303 members 
Mstep: Class 16 contains 72182 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 19 contains 20473 members 
Mstep: Class 21 contains 33459 members 
Mstep: Class 22 contains 21252 members 
Mstep: Class 23 contains 2485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2009.900391 but Gain 2182.994141
Score: -41751640.000000 Penalty: 30561.902344
Iteration 24Q: 15 clusters Score -4.175164e+07 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 19161 members 
Mstep: Class 3 contains 8471 members 
Mstep: Class 5 contains 329835 members 
Mstep: Class 6 contains 9695 members 
Mstep: Class 9 contains 120418 members 
Mstep: Class 14 contains 18887 members 
Mstep: Class 15 contains 23171 members 
Mstep: Class 16 contains 72834 members 
Mstep: Class 17 contains 3465 members 
Mstep: Class 19 contains 19939 members 
Mstep: Class 21 contains 32974 members 
Mstep: Class 22 contains 20840 members 
Mstep: Class 23 contains 2248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41755824.000000 Penalty: 30561.902344
Iteration 25Q: 15 clusters Score -4.175582e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 19396 members 
Mstep: Class 3 contains 8549 members 
Mstep: Class 5 contains 332783 members 
Mstep: Class 6 contains 9848 members 
Mstep: Class 9 contains 118515 members 
Mstep: Class 14 contains 18856 members 
Mstep: Class 15 contains 23016 members 
Mstep: Class 16 contains 73512 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 19 contains 19384 members 
Mstep: Class 21 contains 32428 members 
Mstep: Class 22 contains 20464 members 
Mstep: Class 23 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41757056.000000 Penalty: 30561.902344
Iteration 26Q: 15 clusters Score -4.175706e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 19530 members 
Mstep: Class 3 contains 8630 members 
Mstep: Class 5 contains 335542 members 
Mstep: Class 6 contains 9984 members 
Mstep: Class 9 contains 116380 members 
Mstep: Class 14 contains 18835 members 
Mstep: Class 15 contains 22867 members 
Mstep: Class 16 contains 74388 members 
Mstep: Class 17 contains 2845 members 
Mstep: Class 19 contains 18885 members 
Mstep: Class 21 contains 31973 members 
Mstep: Class 22 contains 20139 members 
Mstep: Class 23 contains 1931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41757856.000000 Penalty: 30561.902344
Iteration 27Q: 15 clusters Score -4.175786e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19610 members 
Mstep: Class 3 contains 8704 members 
Mstep: Class 5 contains 338040 members 
Mstep: Class 6 contains 10125 members 
Mstep: Class 9 contains 114126 members 
Mstep: Class 14 contains 18822 members 
Mstep: Class 15 contains 22734 members 
Mstep: Class 16 contains 75468 members 
Mstep: Class 17 contains 2628 members 
Mstep: Class 19 contains 18454 members 
Mstep: Class 21 contains 31540 members 
Mstep: Class 22 contains 19857 members 
Mstep: Class 23 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41758692.000000 Penalty: 30561.902344
Iteration 28Q: 15 clusters Score -4.175869e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 19667 members 
Mstep: Class 3 contains 8772 members 
Mstep: Class 5 contains 340484 members 
Mstep: Class 6 contains 10257 members 
Mstep: Class 9 contains 111680 members 
Mstep: Class 14 contains 18803 members 
Mstep: Class 15 contains 22613 members 
Mstep: Class 16 contains 76602 members 
Mstep: Class 17 contains 2444 members 
Mstep: Class 19 contains 18086 members 
Mstep: Class 21 contains 31173 members 
Mstep: Class 22 contains 19598 members 
Mstep: Class 23 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41759368.000000 Penalty: 30561.902344
Iteration 29Q: 15 clusters Score -4.175937e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 19679 members 
Mstep: Class 3 contains 8838 members 
Mstep: Class 5 contains 342874 members 
Mstep: Class 6 contains 10382 members 
Mstep: Class 9 contains 109005 members 
Mstep: Class 14 contains 18791 members 
Mstep: Class 15 contains 22489 members 
Mstep: Class 16 contains 77930 members 
Mstep: Class 17 contains 2294 members 
Mstep: Class 19 contains 17759 members 
Mstep: Class 21 contains 30829 members 
Mstep: Class 22 contains 19369 members 
Mstep: Class 23 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41760472.000000 Penalty: 30561.902344
Iteration 30Q: 15 clusters Score -4.176047e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19676 members 
Mstep: Class 3 contains 8896 members 
Mstep: Class 5 contains 345123 members 
Mstep: Class 6 contains 10521 members 
Mstep: Class 9 contains 106178 members 
Mstep: Class 14 contains 18778 members 
Mstep: Class 15 contains 22376 members 
Mstep: Class 16 contains 79415 members 
Mstep: Class 17 contains 2162 members 
Mstep: Class 19 contains 17482 members 
Mstep: Class 21 contains 30501 members 
Mstep: Class 22 contains 19185 members 
Mstep: Class 23 contains 1618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41761316.000000 Penalty: 30561.902344
Iteration 31Q: 15 clusters Score -4.176132e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19656 members 
Mstep: Class 3 contains 8942 members 
Mstep: Class 5 contains 347505 members 
Mstep: Class 6 contains 10630 members 
Mstep: Class 9 contains 103007 members 
Mstep: Class 14 contains 18762 members 
Mstep: Class 15 contains 22268 members 
Mstep: Class 16 contains 81063 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 19 contains 17243 members 
Mstep: Class 21 contains 30175 members 
Mstep: Class 22 contains 19020 members 
Mstep: Class 23 contains 1570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41761984.000000 Penalty: 30561.902344
Iteration 32Q: 15 clusters Score -4.176198e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 19628 members 
Mstep: Class 3 contains 8981 members 
Mstep: Class 5 contains 349862 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 9 contains 99581 members 
Mstep: Class 14 contains 18752 members 
Mstep: Class 15 contains 22169 members 
Mstep: Class 16 contains 82904 members 
Mstep: Class 17 contains 1979 members 
Mstep: Class 19 contains 17024 members 
Mstep: Class 21 contains 29895 members 
Mstep: Class 22 contains 18882 members 
Mstep: Class 23 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41763096.000000 Penalty: 30561.902344
Iteration 33Q: 15 clusters Score -4.17631e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 19613 members 
Mstep: Class 3 contains 9035 members 
Mstep: Class 5 contains 352095 members 
Mstep: Class 6 contains 10784 members 
Mstep: Class 9 contains 95994 members 
Mstep: Class 14 contains 18742 members 
Mstep: Class 15 contains 22101 members 
Mstep: Class 16 contains 84913 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 19 contains 16829 members 
Mstep: Class 21 contains 29643 members 
Mstep: Class 22 contains 18737 members 
Mstep: Class 23 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764492.000000 Penalty: 30561.902344
Iteration 34Q: 15 clusters Score -4.176449e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 19578 members 
Mstep: Class 3 contains 9095 members 
Mstep: Class 5 contains 354320 members 
Mstep: Class 6 contains 10851 members 
Mstep: Class 9 contains 92204 members 
Mstep: Class 14 contains 18735 members 
Mstep: Class 15 contains 22064 members 
Mstep: Class 16 contains 87059 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 19 contains 16653 members 
Mstep: Class 21 contains 29418 members 
Mstep: Class 22 contains 18595 members 
Mstep: Class 23 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765716.000000 Penalty: 30561.902344
Iteration 35Q: 15 clusters Score -4.176572e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 19539 members 
Mstep: Class 3 contains 9144 members 
Mstep: Class 5 contains 356422 members 
Mstep: Class 6 contains 10901 members 
Mstep: Class 9 contains 88367 members 
Mstep: Class 14 contains 18741 members 
Mstep: Class 15 contains 22031 members 
Mstep: Class 16 contains 89317 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 19 contains 16510 members 
Mstep: Class 21 contains 29217 members 
Mstep: Class 22 contains 18470 members 
Mstep: Class 23 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41767464.000000 Penalty: 30561.902344
Iteration 36Q: 15 clusters Score -4.176746e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 19492 members 
Mstep: Class 3 contains 9201 members 
Mstep: Class 5 contains 358527 members 
Mstep: Class 6 contains 10949 members 
Mstep: Class 9 contains 84396 members 
Mstep: Class 14 contains 18737 members 
Mstep: Class 15 contains 21972 members 
Mstep: Class 16 contains 91725 members 
Mstep: Class 17 contains 1714 members 
Mstep: Class 19 contains 16367 members 
Mstep: Class 21 contains 29012 members 
Mstep: Class 22 contains 18370 members 
Mstep: Class 23 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41769324.000000 Penalty: 30561.902344
Iteration 37Q: 15 clusters Score -4.176932e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 19437 members 
Mstep: Class 3 contains 9257 members 
Mstep: Class 5 contains 360493 members 
Mstep: Class 6 contains 10993 members 
Mstep: Class 9 contains 80405 members 
Mstep: Class 14 contains 18728 members 
Mstep: Class 15 contains 21899 members 
Mstep: Class 16 contains 94278 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 19 contains 16249 members 
Mstep: Class 21 contains 28814 members 
Mstep: Class 22 contains 18263 members 
Mstep: Class 23 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41771456.000000 Penalty: 30561.902344
Iteration 38Q: 15 clusters Score -4.177146e+07 nChanged 6267
Entering ConstructFrom: 
Score: -41771456.000000 Penalty: 30561.902344
Entering ConstructFrom: 
Trying to split cluster 1 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -48524.765625 Penalty: 1080.880371
	Iteration 0F: 2 clusters Score -48524.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -47202.980469 Penalty: 2161.760742
	Iteration 0F: 3 clusters Score -47202.98 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -47405.636719 Penalty: 2161.760742
	Iteration 1F: 3 clusters Score -47405.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -47455.691406 Penalty: 2161.760742
	Iteration 2F: 3 clusters Score -47455.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -47482.484375 Penalty: 2161.760742
	Iteration 3Q: 3 clusters Score -47482.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -47499.863281 Penalty: 2161.760742
	Iteration 4Q: 3 clusters Score -47499.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -47503.882812 Penalty: 2161.760742
	Iteration 5Q: 3 clusters Score -47503.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -47509.257812 Penalty: 2161.760742
	Iteration 6Q: 3 clusters Score -47509.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -47511.183594 Penalty: 2161.760742
	Iteration 7Q: 3 clusters Score -47511.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -47513.167969 Penalty: 2161.760742
	Iteration 8Q: 3 clusters Score -47513.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -47513.167969 Penalty: 2161.760742
	Iteration 9F: 3 clusters Score -47513.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Entering Unmasked Estep 
Score: -1234979.875000 Penalty: 1604.258179
	Iteration 0F: 2 clusters Score -1234980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1221726.750000 Penalty: 3208.516357
	Iteration 0F: 3 clusters Score -1221727 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1226616.000000 Penalty: 3208.516357
	Iteration 1F: 3 clusters Score -1226616 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1227139.000000 Penalty: 3208.516357
	Iteration 2F: 3 clusters Score -1227139 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1227922.125000 Penalty: 3208.516357
	Iteration 3F: 3 clusters Score -1227922 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1228931.250000 Penalty: 3208.516357
	Iteration 4F: 3 clusters Score -1228931 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1230120.375000 Penalty: 3208.516357
	Iteration 5F: 3 clusters Score -1230120 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1231271.000000 Penalty: 3208.516357
	Iteration 6F: 3 clusters Score -1231271 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1232364.375000 Penalty: 3208.516357
	Iteration 7F: 3 clusters Score -1232364 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1233214.250000 Penalty: 3208.516357
	Iteration 8F: 3 clusters Score -1233214 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -1233840.500000 Penalty: 3208.516357
	Iteration 9Q: 3 clusters Score -1233840 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1234250.875000 Penalty: 3208.516357
	Iteration 10Q: 3 clusters Score -1234251 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1234536.250000 Penalty: 3208.516357
	Iteration 11Q: 3 clusters Score -1234536 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -1234717.625000 Penalty: 3208.516357
	Iteration 12Q: 3 clusters Score -1234718 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -1234858.500000 Penalty: 3208.516357
	Iteration 13Q: 3 clusters Score -1234858 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -1234958.625000 Penalty: 3208.516357
	Iteration 14Q: 3 clusters Score -1234959 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1235025.750000 Penalty: 3208.516357
	Iteration 15Q: 3 clusters Score -1235026 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -1235055.750000 Penalty: 3208.516357
	Iteration 16Q: 3 clusters Score -1235056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -1235072.125000 Penalty: 3208.516357
	Iteration 17Q: 3 clusters Score -1235072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -1235082.375000 Penalty: 3208.516357
	Iteration 18Q: 3 clusters Score -1235082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1235097.250000 Penalty: 3208.516357
	Iteration 19Q: 3 clusters Score -1235097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -1235105.875000 Penalty: 3208.516357
	Iteration 20F: 3 clusters Score -1235106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -1235111.500000 Penalty: 3208.516357
	Iteration 21Q: 3 clusters Score -1235112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -1235113.375000 Penalty: 3208.516357
	Iteration 22Q: 3 clusters Score -1235113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -1235118.750000 Penalty: 3208.516357
	Iteration 23Q: 3 clusters Score -1235119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -1235123.125000 Penalty: 3208.516357
	Iteration 24Q: 3 clusters Score -1235123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -1235122.625000 Penalty: 3208.516357
	Iteration 25Q: 3 clusters Score -1235123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -1235126.750000 Penalty: 3208.516357
	Iteration 26Q: 3 clusters Score -1235127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -1235127.625000 Penalty: 3208.516357
	Iteration 27Q: 3 clusters Score -1235128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -1235130.125000 Penalty: 3208.516357
	Iteration 28Q: 3 clusters Score -1235130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -1235132.875000 Penalty: 3208.516357
	Iteration 29Q: 3 clusters Score -1235133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -1235130.500000 Penalty: 3208.516357
	Iteration 30Q: 3 clusters Score -1235130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -1235130.500000 Penalty: 3208.516357
	Iteration 31F: 3 clusters Score -1235130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 885 members 
Mstep: Class 3 contains 9297 members 
Mstep: Class 4 contains 18502 members 
Mstep: Class 5 contains 362407 members 
Mstep: Class 6 contains 11024 members 
Mstep: Class 9 contains 76410 members 
Mstep: Class 14 contains 18712 members 
Mstep: Class 15 contains 21833 members 
Mstep: Class 16 contains 96869 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 19 contains 16133 members 
Mstep: Class 21 contains 28638 members 
Mstep: Class 22 contains 18153 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
Score: -41771872.000000 Penalty: 32744.896484
Splitting cluster 2 changes total score from -41771456.000000 to -41771872.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (9297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Entering Unmasked Estep 
Score: -586608.937500 Penalty: 1484.835205
	Iteration 0F: 2 clusters Score -586608.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -579780.625000 Penalty: 2969.670410
	Iteration 0F: 3 clusters Score -579780.6 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -581978.562500 Penalty: 2969.670410
	Iteration 1F: 3 clusters Score -581978.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -582380.812500 Penalty: 2969.670410
	Iteration 2F: 3 clusters Score -582380.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -582909.437500 Penalty: 2969.670410
	Iteration 3F: 3 clusters Score -582909.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -583550.812500 Penalty: 2969.670410
	Iteration 4F: 3 clusters Score -583550.8 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -584076.250000 Penalty: 2969.670410
	Iteration 5F: 3 clusters Score -584076.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -584523.125000 Penalty: 2969.670410
	Iteration 6F: 3 clusters Score -584523.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -584870.625000 Penalty: 2969.670410
	Iteration 7F: 3 clusters Score -584870.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -585243.062500 Penalty: 2969.670410
	Iteration 8F: 3 clusters Score -585243.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -585628.000000 Penalty: 2969.670410
	Iteration 9F: 3 clusters Score -585628 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -585974.812500 Penalty: 2969.670410
	Iteration 10F: 3 clusters Score -585974.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -586221.687500 Penalty: 2969.670410
	Iteration 11Q: 3 clusters Score -586221.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -586373.125000 Penalty: 2969.670410
	Iteration 12Q: 3 clusters Score -586373.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -586432.625000 Penalty: 2969.670410
	Iteration 13Q: 3 clusters Score -586432.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -586469.125000 Penalty: 2969.670410
	Iteration 14Q: 3 clusters Score -586469.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -586484.562500 Penalty: 2969.670410
	Iteration 15Q: 3 clusters Score -586484.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -586496.562500 Penalty: 2969.670410
	Iteration 16Q: 3 clusters Score -586496.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -586503.437500 Penalty: 2969.670410
	Iteration 17Q: 3 clusters Score -586503.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -586507.875000 Penalty: 2969.670410
	Iteration 18Q: 3 clusters Score -586507.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -586510.562500 Penalty: 2969.670410
	Iteration 19Q: 3 clusters Score -586510.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -586511.500000 Penalty: 2969.670410
	Iteration 20F: 3 clusters Score -586511.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -586511.625000 Penalty: 2969.670410
	Iteration 21Q: 3 clusters Score -586511.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -586513.812500 Penalty: 2969.670410
	Iteration 22Q: 3 clusters Score -586513.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -586514.687500 Penalty: 2969.670410
	Iteration 23Q: 3 clusters Score -586514.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -586516.000000 Penalty: 2969.670410
	Iteration 24Q: 3 clusters Score -586516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -586515.625000 Penalty: 2969.670410
	Iteration 25Q: 3 clusters Score -586515.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -586516.125000 Penalty: 2969.670410
	Iteration 26Q: 3 clusters Score -586516.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -586515.750000 Penalty: 2969.670410
	Iteration 27Q: 3 clusters Score -586515.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -586515.875000 Penalty: 2969.670410
	Iteration 28Q: 3 clusters Score -586515.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -586517.437500 Penalty: 2969.670410
	Iteration 29Q: 3 clusters Score -586517.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -586518.000000 Penalty: 2969.670410
	Iteration 30Q: 3 clusters Score -586518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -586517.437500 Penalty: 2969.670410
	Iteration 31Q: 3 clusters Score -586517.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -586518.875000 Penalty: 2969.670410
	Iteration 32Q: 3 clusters Score -586518.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -586518.875000 Penalty: 2969.670410
	Iteration 33Q: 3 clusters Score -586518.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -586520.687500 Penalty: 2969.670410
	Iteration 34Q: 3 clusters Score -586520.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -586521.062500 Penalty: 2969.670410
	Iteration 35Q: 3 clusters Score -586521.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -586520.437500 Penalty: 2969.670410
	Iteration 36Q: 3 clusters Score -586520.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -586520.625000 Penalty: 2969.670410
	Iteration 37Q: 3 clusters Score -586520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -586522.250000 Penalty: 2969.670410
	Iteration 38Q: 3 clusters Score -586522.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -586522.250000 Penalty: 2969.670410
	Iteration 39F: 3 clusters Score -586522.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (362407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362407 members 
Entering Unmasked Estep 
Score: -22501626.000000 Penalty: 2080.084961
	Iteration 0F: 2 clusters Score -2.250163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181155 members 
Mstep: Class 2 contains 181252 members 
Entering Unmasked Estep 
Score: -22257380.000000 Penalty: 4160.169922
	Iteration 0F: 3 clusters Score -2.225738e+07 nChanged 176692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179021 members 
Mstep: Class 2 contains 183386 members 
Entering Unmasked Estep 
Score: -22365518.000000 Penalty: 4160.169922
	Iteration 1F: 3 clusters Score -2.236552e+07 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178007 members 
Mstep: Class 2 contains 184400 members 
Entering Unmasked Estep 
Score: -22368466.000000 Penalty: 4160.169922
	Iteration 2Q: 3 clusters Score -2.236847e+07 nChanged 12882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176773 members 
Mstep: Class 2 contains 185634 members 
Entering Unmasked Estep 
Score: -22372440.000000 Penalty: 4160.169922
	Iteration 3Q: 3 clusters Score -2.237244e+07 nChanged 14333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175030 members 
Mstep: Class 2 contains 187377 members 
Entering Unmasked Estep 
Score: -22377844.000000 Penalty: 4160.169922
	Iteration 4Q: 3 clusters Score -2.237784e+07 nChanged 16368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172498 members 
Mstep: Class 2 contains 189909 members 
Entering Unmasked Estep 
Score: -22385268.000000 Penalty: 4160.169922
	Iteration 5Q: 3 clusters Score -2.238527e+07 nChanged 18553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169097 members 
Mstep: Class 2 contains 193310 members 
Entering Unmasked Estep 
Score: -22395220.000000 Penalty: 4160.169922
	Iteration 6F: 3 clusters Score -2.239522e+07 nChanged 20451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165158 members 
Mstep: Class 2 contains 197249 members 
Entering Unmasked Estep 
Score: -22408260.000000 Penalty: 4160.169922
	Iteration 7F: 3 clusters Score -2.240826e+07 nChanged 21199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160939 members 
Mstep: Class 2 contains 201468 members 
Entering Unmasked Estep 
Score: -22421928.000000 Penalty: 4160.169922
	Iteration 8F: 3 clusters Score -2.242193e+07 nChanged 19330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157207 members 
Mstep: Class 2 contains 205200 members 
Entering Unmasked Estep 
Score: -22432210.000000 Penalty: 4160.169922
	Iteration 9F: 3 clusters Score -2.243221e+07 nChanged 14461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154456 members 
Mstep: Class 2 contains 207951 members 
Entering Unmasked Estep 
Score: -22437252.000000 Penalty: 4160.169922
	Iteration 10Q: 3 clusters Score -2.243725e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151939 members 
Mstep: Class 2 contains 210468 members 
Entering Unmasked Estep 
Score: -22438954.000000 Penalty: 4160.169922
	Iteration 11Q: 3 clusters Score -2.243895e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149291 members 
Mstep: Class 2 contains 213116 members 
Entering Unmasked Estep 
Score: -22439992.000000 Penalty: 4160.169922
	Iteration 12Q: 3 clusters Score -2.243999e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146496 members 
Mstep: Class 2 contains 215911 members 
Entering Unmasked Estep 
Score: -22440474.000000 Penalty: 4160.169922
	Iteration 13Q: 3 clusters Score -2.244047e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143453 members 
Mstep: Class 2 contains 218954 members 
Entering Unmasked Estep 
Score: -22441022.000000 Penalty: 4160.169922
	Iteration 14Q: 3 clusters Score -2.244102e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140175 members 
Mstep: Class 2 contains 222232 members 
Entering Unmasked Estep 
Score: -22441690.000000 Penalty: 4160.169922
	Iteration 15Q: 3 clusters Score -2.244169e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136647 members 
Mstep: Class 2 contains 225760 members 
Entering Unmasked Estep 
Score: -22442180.000000 Penalty: 4160.169922
	Iteration 16Q: 3 clusters Score -2.244218e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132896 members 
Mstep: Class 2 contains 229511 members 
Entering Unmasked Estep 
Score: -22442896.000000 Penalty: 4160.169922
	Iteration 17Q: 3 clusters Score -2.24429e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128886 members 
Mstep: Class 2 contains 233521 members 
Entering Unmasked Estep 
Score: -22443748.000000 Penalty: 4160.169922
	Iteration 18Q: 3 clusters Score -2.244375e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124608 members 
Mstep: Class 2 contains 237799 members 
Entering Unmasked Estep 
Score: -22444572.000000 Penalty: 4160.169922
	Iteration 19Q: 3 clusters Score -2.244457e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120053 members 
Mstep: Class 2 contains 242354 members 
Entering Unmasked Estep 
Score: -22445602.000000 Penalty: 4160.169922
	Iteration 20F: 3 clusters Score -2.24456e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115211 members 
Mstep: Class 2 contains 247196 members 
Entering Unmasked Estep 
Score: -22446868.000000 Penalty: 4160.169922
	Iteration 21Q: 3 clusters Score -2.244687e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110069 members 
Mstep: Class 2 contains 252338 members 
Entering Unmasked Estep 
Score: -22448228.000000 Penalty: 4160.169922
	Iteration 22Q: 3 clusters Score -2.244823e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104427 members 
Mstep: Class 2 contains 257980 members 
Entering Unmasked Estep 
Score: -22449826.000000 Penalty: 4160.169922
	Iteration 23Q: 3 clusters Score -2.244983e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98465 members 
Mstep: Class 2 contains 263942 members 
Entering Unmasked Estep 
Score: -22451440.000000 Penalty: 4160.169922
	Iteration 24Q: 3 clusters Score -2.245144e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92296 members 
Mstep: Class 2 contains 270111 members 
Entering Unmasked Estep 
Score: -22453380.000000 Penalty: 4160.169922
	Iteration 25Q: 3 clusters Score -2.245338e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85823 members 
Mstep: Class 2 contains 276584 members 
Entering Unmasked Estep 
Score: -22455482.000000 Penalty: 4160.169922
	Iteration 26Q: 3 clusters Score -2.245548e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 283311 members 
Entering Unmasked Estep 
Score: -22457994.000000 Penalty: 4160.169922
	Iteration 27Q: 3 clusters Score -2.245799e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72382 members 
Mstep: Class 2 contains 290025 members 
Entering Unmasked Estep 
Score: -22460638.000000 Penalty: 4160.169922
	Iteration 28Q: 3 clusters Score -2.246064e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65445 members 
Mstep: Class 2 contains 296962 members 
Entering Unmasked Estep 
Score: -22463488.000000 Penalty: 4160.169922
	Iteration 29Q: 3 clusters Score -2.246349e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58511 members 
Mstep: Class 2 contains 303896 members 
Entering Unmasked Estep 
Score: -22466662.000000 Penalty: 4160.169922
	Iteration 30Q: 3 clusters Score -2.246666e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 310702 members 
Entering Unmasked Estep 
Score: -22470096.000000 Penalty: 4160.169922
	Iteration 31Q: 3 clusters Score -2.24701e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 317298 members 
Entering Unmasked Estep 
Score: -22473600.000000 Penalty: 4160.169922
	Iteration 32Q: 3 clusters Score -2.24736e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 323531 members 
Entering Unmasked Estep 
Score: -22477020.000000 Penalty: 4160.169922
	Iteration 33Q: 3 clusters Score -2.247702e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 329206 members 
Entering Unmasked Estep 
Score: -22480210.000000 Penalty: 4160.169922
	Iteration 34Q: 3 clusters Score -2.248021e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 334347 members 
Entering Unmasked Estep 
Score: -22483516.000000 Penalty: 4160.169922
	Iteration 35Q: 3 clusters Score -2.248352e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 338780 members 
Entering Unmasked Estep 
Score: -22486246.000000 Penalty: 4160.169922
	Iteration 36Q: 3 clusters Score -2.248625e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 342612 members 
Entering Unmasked Estep 
Score: -22488626.000000 Penalty: 4160.169922
	Iteration 37Q: 3 clusters Score -2.248863e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 345911 members 
Entering Unmasked Estep 
Score: -22490808.000000 Penalty: 4160.169922
	Iteration 38Q: 3 clusters Score -2.249081e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 348829 members 
Entering Unmasked Estep 
Score: -22492650.000000 Penalty: 4160.169922
	Iteration 39Q: 3 clusters Score -2.249265e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 351332 members 
Entering Unmasked Estep 
Score: -22494202.000000 Penalty: 4160.169922
	Iteration 40F: 3 clusters Score -2.24942e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 353617 members 
Entering Unmasked Estep 
Score: -22495390.000000 Penalty: 4160.169922
	Iteration 41Q: 3 clusters Score -2.249539e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 355617 members 
Entering Unmasked Estep 
Score: -22496470.000000 Penalty: 4160.169922
	Iteration 42Q: 3 clusters Score -2.249647e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 357239 members 
Entering Unmasked Estep 
Score: -22497596.000000 Penalty: 4160.169922
	Iteration 43Q: 3 clusters Score -2.24976e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 358483 members 
Entering Unmasked Estep 
Score: -22498336.000000 Penalty: 4160.169922
	Iteration 44Q: 3 clusters Score -2.249834e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 359377 members 
Entering Unmasked Estep 
Score: -22498844.000000 Penalty: 4160.169922
	Iteration 45Q: 3 clusters Score -2.249884e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 360006 members 
Entering Unmasked Estep 
Score: -22499160.000000 Penalty: 4160.169922
	Iteration 46Q: 3 clusters Score -2.249916e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 360477 members 
Entering Unmasked Estep 
Score: -22499384.000000 Penalty: 4160.169922
	Iteration 47Q: 3 clusters Score -2.249938e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 360803 members 
Entering Unmasked Estep 
Score: -22499550.000000 Penalty: 4160.169922
	Iteration 48Q: 3 clusters Score -2.249955e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 361028 members 
Entering Unmasked Estep 
Score: -22499640.000000 Penalty: 4160.169922
	Iteration 49Q: 3 clusters Score -2.249964e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 361192 members 
Entering Unmasked Estep 
Score: -22499736.000000 Penalty: 4160.169922
	Iteration 50Q: 3 clusters Score -2.249974e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 361304 members 
Entering Unmasked Estep 
Score: -22499820.000000 Penalty: 4160.169922
	Iteration 51Q: 3 clusters Score -2.249982e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 361386 members 
Entering Unmasked Estep 
Score: -22499850.000000 Penalty: 4160.169922
	Iteration 52Q: 3 clusters Score -2.249985e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 361441 members 
Entering Unmasked Estep 
Score: -22499846.000000 Penalty: 4160.169922
	Iteration 53Q: 3 clusters Score -2.249985e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 361490 members 
Entering Unmasked Estep 
Score: -22499870.000000 Penalty: 4160.169922
	Iteration 54Q: 3 clusters Score -2.249987e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 361526 members 
Entering Unmasked Estep 
Score: -22499876.000000 Penalty: 4160.169922
	Iteration 55Q: 3 clusters Score -2.249988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 361543 members 
Entering Unmasked Estep 
Score: -22499864.000000 Penalty: 4160.169922
	Iteration 56Q: 3 clusters Score -2.249986e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 361560 members 
Entering Unmasked Estep 
Score: -22499864.000000 Penalty: 4160.169922
	Iteration 57Q: 3 clusters Score -2.249986e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 361579 members 
Entering Unmasked Estep 
Score: -22499874.000000 Penalty: 4160.169922
	Iteration 58Q: 3 clusters Score -2.249987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 361597 members 
Entering Unmasked Estep 
Score: -22499876.000000 Penalty: 4160.169922
	Iteration 59Q: 3 clusters Score -2.249988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 361615 members 
Entering Unmasked Estep 
Score: -22499906.000000 Penalty: 4160.169922
	Iteration 60F: 3 clusters Score -2.249991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 361626 members 
Entering Unmasked Estep 
Score: -22499906.000000 Penalty: 4160.169922
	Iteration 61Q: 3 clusters Score -2.249991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 361636 members 
Entering Unmasked Estep 
Score: -22499912.000000 Penalty: 4160.169922
	Iteration 62Q: 3 clusters Score -2.249991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 361647 members 
Entering Unmasked Estep 
Score: -22499920.000000 Penalty: 4160.169922
	Iteration 63Q: 3 clusters Score -2.249992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 361659 members 
Entering Unmasked Estep 
Score: -22499934.000000 Penalty: 4160.169922
	Iteration 64Q: 3 clusters Score -2.249993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 361667 members 
Entering Unmasked Estep 
Score: -22499932.000000 Penalty: 4160.169922
	Iteration 65Q: 3 clusters Score -2.249993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 361675 members 
Entering Unmasked Estep 
Score: -22499950.000000 Penalty: 4160.169922
	Iteration 66Q: 3 clusters Score -2.249995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 361680 members 
Entering Unmasked Estep 
Score: -22499948.000000 Penalty: 4160.169922
	Iteration 67Q: 3 clusters Score -2.249995e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 361688 members 
Entering Unmasked Estep 
Score: -22499958.000000 Penalty: 4160.169922
	Iteration 68Q: 3 clusters Score -2.249996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 361694 members 
Entering Unmasked Estep 
Score: -22499952.000000 Penalty: 4160.169922
	Iteration 69Q: 3 clusters Score -2.249995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 361701 members 
Entering Unmasked Estep 
Score: -22499940.000000 Penalty: 4160.169922
	Iteration 70Q: 3 clusters Score -2.249994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 361708 members 
Entering Unmasked Estep 
Score: -22499952.000000 Penalty: 4160.169922
	Iteration 71Q: 3 clusters Score -2.249995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 361713 members 
Entering Unmasked Estep 
Score: -22499950.000000 Penalty: 4160.169922
	Iteration 72Q: 3 clusters Score -2.249995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 361717 members 
Entering Unmasked Estep 
Score: -22499952.000000 Penalty: 4160.169922
	Iteration 73Q: 3 clusters Score -2.249995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 361718 members 
Entering Unmasked Estep 
Score: -22499970.000000 Penalty: 4160.169922
	Iteration 74Q: 3 clusters Score -2.249997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 361721 members 
Entering Unmasked Estep 
Score: -22499972.000000 Penalty: 4160.169922
	Iteration 75Q: 3 clusters Score -2.249997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 361723 members 
Entering Unmasked Estep 
Score: -22499978.000000 Penalty: 4160.169922
	Iteration 76Q: 3 clusters Score -2.249998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 361723 members 
Entering Unmasked Estep 
Score: -22499978.000000 Penalty: 4160.169922
	Iteration 77F: 3 clusters Score -2.249998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -715715.000000 Penalty: 1512.522339
	Iteration 0F: 2 clusters Score -715715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -707936.437500 Penalty: 3025.044678
	Iteration 0F: 3 clusters Score -707936.4 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -710459.500000 Penalty: 3025.044678
	Iteration 1F: 3 clusters Score -710459.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -710675.125000 Penalty: 3025.044678
	Iteration 2F: 3 clusters Score -710675.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -710846.437500 Penalty: 3025.044678
	Iteration 3Q: 3 clusters Score -710846.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -711045.687500 Penalty: 3025.044678
	Iteration 4Q: 3 clusters Score -711045.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -711243.312500 Penalty: 3025.044678
	Iteration 5Q: 3 clusters Score -711243.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -711474.250000 Penalty: 3025.044678
	Iteration 6Q: 3 clusters Score -711474.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -711717.125000 Penalty: 3025.044678
	Iteration 7Q: 3 clusters Score -711717.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -711963.187500 Penalty: 3025.044678
	Iteration 8Q: 3 clusters Score -711963.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -712199.312500 Penalty: 3025.044678
	Iteration 9Q: 3 clusters Score -712199.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -712446.687500 Penalty: 3025.044678
	Iteration 10Q: 3 clusters Score -712446.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -712687.500000 Penalty: 3025.044678
	Iteration 11Q: 3 clusters Score -712687.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -712940.812500 Penalty: 3025.044678
	Iteration 12Q: 3 clusters Score -712940.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -713162.687500 Penalty: 3025.044678
	Iteration 13Q: 3 clusters Score -713162.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -713373.250000 Penalty: 3025.044678
	Iteration 14Q: 3 clusters Score -713373.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -713552.500000 Penalty: 3025.044678
	Iteration 15Q: 3 clusters Score -713552.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -713690.937500 Penalty: 3025.044678
	Iteration 16Q: 3 clusters Score -713690.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -713804.312500 Penalty: 3025.044678
	Iteration 17Q: 3 clusters Score -713804.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -713902.625000 Penalty: 3025.044678
	Iteration 18Q: 3 clusters Score -713902.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -713976.437500 Penalty: 3025.044678
	Iteration 19Q: 3 clusters Score -713976.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -714046.812500 Penalty: 3025.044678
	Iteration 20F: 3 clusters Score -714046.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -714120.937500 Penalty: 3025.044678
	Iteration 21Q: 3 clusters Score -714120.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -714189.250000 Penalty: 3025.044678
	Iteration 22Q: 3 clusters Score -714189.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -714233.687500 Penalty: 3025.044678
	Iteration 23Q: 3 clusters Score -714233.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -714258.250000 Penalty: 3025.044678
	Iteration 24Q: 3 clusters Score -714258.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -714278.687500 Penalty: 3025.044678
	Iteration 25Q: 3 clusters Score -714278.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -714301.000000 Penalty: 3025.044678
	Iteration 26Q: 3 clusters Score -714301 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -714325.937500 Penalty: 3025.044678
	Iteration 27Q: 3 clusters Score -714325.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -714345.250000 Penalty: 3025.044678
	Iteration 28Q: 3 clusters Score -714345.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -714357.687500 Penalty: 3025.044678
	Iteration 29Q: 3 clusters Score -714357.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -714365.750000 Penalty: 3025.044678
	Iteration 30Q: 3 clusters Score -714365.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -714372.187500 Penalty: 3025.044678
	Iteration 31Q: 3 clusters Score -714372.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -714379.062500 Penalty: 3025.044678
	Iteration 32Q: 3 clusters Score -714379.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -714386.500000 Penalty: 3025.044678
	Iteration 33Q: 3 clusters Score -714386.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -714390.250000 Penalty: 3025.044678
	Iteration 34Q: 3 clusters Score -714390.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -714392.187500 Penalty: 3025.044678
	Iteration 35Q: 3 clusters Score -714392.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -714392.625000 Penalty: 3025.044678
	Iteration 36Q: 3 clusters Score -714392.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -714394.000000 Penalty: 3025.044678
	Iteration 37Q: 3 clusters Score -714394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -714394.000000 Penalty: 3025.044678
	Iteration 38F: 3 clusters Score -714394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76410 members 
Entering Unmasked Estep 
Score: -4860890.500000 Penalty: 1827.128662
	Iteration 0F: 2 clusters Score -4860890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -4809939.000000 Penalty: 3654.257324
	Iteration 0F: 3 clusters Score -4809939 nChanged 36191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -4831041.500000 Penalty: 3654.257324
	Iteration 1F: 3 clusters Score -4831042 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -4832147.500000 Penalty: 3654.257324
	Iteration 2Q: 3 clusters Score -4832148 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -4833802.000000 Penalty: 3654.257324
	Iteration 3Q: 3 clusters Score -4833802 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -4836233.500000 Penalty: 3654.257324
	Iteration 4Q: 3 clusters Score -4836234 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -4839727.500000 Penalty: 3654.257324
	Iteration 5F: 3 clusters Score -4839728 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -4844020.000000 Penalty: 3654.257324
	Iteration 6F: 3 clusters Score -4844020 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -4848197.500000 Penalty: 3654.257324
	Iteration 7F: 3 clusters Score -4848198 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 56638 members 
Entering Unmasked Estep 
Score: -4851553.000000 Penalty: 3654.257324
	Iteration 8F: 3 clusters Score -4851553 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 57654 members 
Entering Unmasked Estep 
Score: -4853467.000000 Penalty: 3654.257324
	Iteration 9Q: 3 clusters Score -4853467 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 58410 members 
Entering Unmasked Estep 
Score: -4854503.500000 Penalty: 3654.257324
	Iteration 10Q: 3 clusters Score -4854504 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -4855102.500000 Penalty: 3654.257324
	Iteration 11Q: 3 clusters Score -4855102 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 59584 members 
Entering Unmasked Estep 
Score: -4855436.500000 Penalty: 3654.257324
	Iteration 12Q: 3 clusters Score -4855436 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -4855671.500000 Penalty: 3654.257324
	Iteration 13Q: 3 clusters Score -4855672 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -4855863.000000 Penalty: 3654.257324
	Iteration 14Q: 3 clusters Score -4855863 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 61089 members 
Entering Unmasked Estep 
Score: -4856023.500000 Penalty: 3654.257324
	Iteration 15Q: 3 clusters Score -4856024 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 61556 members 
Entering Unmasked Estep 
Score: -4856179.000000 Penalty: 3654.257324
	Iteration 16Q: 3 clusters Score -4856179 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 62016 members 
Entering Unmasked Estep 
Score: -4856291.000000 Penalty: 3654.257324
	Iteration 17Q: 3 clusters Score -4856291 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -4856393.500000 Penalty: 3654.257324
	Iteration 18Q: 3 clusters Score -4856394 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 62924 members 
Entering Unmasked Estep 
Score: -4856496.500000 Penalty: 3654.257324
	Iteration 19Q: 3 clusters Score -4856496 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 63372 members 
Entering Unmasked Estep 
Score: -4856593.000000 Penalty: 3654.257324
	Iteration 20F: 3 clusters Score -4856593 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -4856673.500000 Penalty: 3654.257324
	Iteration 21Q: 3 clusters Score -4856674 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 64238 members 
Entering Unmasked Estep 
Score: -4856759.000000 Penalty: 3654.257324
	Iteration 22Q: 3 clusters Score -4856759 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 64713 members 
Entering Unmasked Estep 
Score: -4856873.000000 Penalty: 3654.257324
	Iteration 23Q: 3 clusters Score -4856873 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 65172 members 
Entering Unmasked Estep 
Score: -4856976.500000 Penalty: 3654.257324
	Iteration 24Q: 3 clusters Score -4856976 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 65622 members 
Entering Unmasked Estep 
Score: -4857056.000000 Penalty: 3654.257324
	Iteration 25Q: 3 clusters Score -4857056 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 66050 members 
Entering Unmasked Estep 
Score: -4857123.500000 Penalty: 3654.257324
	Iteration 26Q: 3 clusters Score -4857124 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -4857198.000000 Penalty: 3654.257324
	Iteration 27Q: 3 clusters Score -4857198 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 66888 members 
Entering Unmasked Estep 
Score: -4857274.500000 Penalty: 3654.257324
	Iteration 28Q: 3 clusters Score -4857274 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 67283 members 
Entering Unmasked Estep 
Score: -4857364.500000 Penalty: 3654.257324
	Iteration 29Q: 3 clusters Score -4857364 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -4857417.000000 Penalty: 3654.257324
	Iteration 30Q: 3 clusters Score -4857417 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 68041 members 
Entering Unmasked Estep 
Score: -4857515.000000 Penalty: 3654.257324
	Iteration 31Q: 3 clusters Score -4857515 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 68448 members 
Entering Unmasked Estep 
Score: -4857570.000000 Penalty: 3654.257324
	Iteration 32Q: 3 clusters Score -4857570 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 68875 members 
Entering Unmasked Estep 
Score: -4857677.500000 Penalty: 3654.257324
	Iteration 33Q: 3 clusters Score -4857678 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 69294 members 
Entering Unmasked Estep 
Score: -4857769.500000 Penalty: 3654.257324
	Iteration 34Q: 3 clusters Score -4857770 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -4857840.500000 Penalty: 3654.257324
	Iteration 35Q: 3 clusters Score -4857840 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 70105 members 
Entering Unmasked Estep 
Score: -4857962.500000 Penalty: 3654.257324
	Iteration 36Q: 3 clusters Score -4857962 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 70477 members 
Entering Unmasked Estep 
Score: -4858033.500000 Penalty: 3654.257324
	Iteration 37Q: 3 clusters Score -4858034 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 70809 members 
Entering Unmasked Estep 
Score: -4858112.500000 Penalty: 3654.257324
	Iteration 38Q: 3 clusters Score -4858112 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 71108 members 
Entering Unmasked Estep 
Score: -4858193.000000 Penalty: 3654.257324
	Iteration 39Q: 3 clusters Score -4858193 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 71387 members 
Entering Unmasked Estep 
Score: -4858271.500000 Penalty: 3654.257324
	Iteration 40F: 3 clusters Score -4858272 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -4858345.500000 Penalty: 3654.257324
	Iteration 41Q: 3 clusters Score -4858346 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -4858419.000000 Penalty: 3654.257324
	Iteration 42Q: 3 clusters Score -4858419 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -4858491.500000 Penalty: 3654.257324
	Iteration 43Q: 3 clusters Score -4858492 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
Score: -4858539.500000 Penalty: 3654.257324
	Iteration 44Q: 3 clusters Score -4858540 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 72674 members 
Entering Unmasked Estep 
Score: -4858624.000000 Penalty: 3654.257324
	Iteration 45Q: 3 clusters Score -4858624 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 72908 members 
Entering Unmasked Estep 
Score: -4858695.500000 Penalty: 3654.257324
	Iteration 46Q: 3 clusters Score -4858696 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -4858742.000000 Penalty: 3654.257324
	Iteration 47Q: 3 clusters Score -4858742 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 73285 members 
Entering Unmasked Estep 
Score: -4858802.000000 Penalty: 3654.257324
	Iteration 48Q: 3 clusters Score -4858802 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 73457 members 
Entering Unmasked Estep 
Score: -4858849.500000 Penalty: 3654.257324
	Iteration 49Q: 3 clusters Score -4858850 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 73628 members 
Entering Unmasked Estep 
Score: -4858895.000000 Penalty: 3654.257324
	Iteration 50Q: 3 clusters Score -4858895 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 73759 members 
Entering Unmasked Estep 
Score: -4858921.000000 Penalty: 3654.257324
	Iteration 51Q: 3 clusters Score -4858921 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -4858964.500000 Penalty: 3654.257324
	Iteration 52Q: 3 clusters Score -4858964 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 74040 members 
Entering Unmasked Estep 
Score: -4858999.000000 Penalty: 3654.257324
	Iteration 53Q: 3 clusters Score -4858999 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 74177 members 
Entering Unmasked Estep 
Score: -4859022.000000 Penalty: 3654.257324
	Iteration 54Q: 3 clusters Score -4859022 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 74280 members 
Entering Unmasked Estep 
Score: -4859058.500000 Penalty: 3654.257324
	Iteration 55Q: 3 clusters Score -4859058 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -4859097.500000 Penalty: 3654.257324
	Iteration 56Q: 3 clusters Score -4859098 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 74474 members 
Entering Unmasked Estep 
Score: -4859120.000000 Penalty: 3654.257324
	Iteration 57Q: 3 clusters Score -4859120 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -4859148.000000 Penalty: 3654.257324
	Iteration 58Q: 3 clusters Score -4859148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 74605 members 
Entering Unmasked Estep 
Score: -4859173.000000 Penalty: 3654.257324
	Iteration 59Q: 3 clusters Score -4859173 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 74652 members 
Entering Unmasked Estep 
Score: -4859179.500000 Penalty: 3654.257324
	Iteration 60F: 3 clusters Score -4859180 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 74698 members 
Entering Unmasked Estep 
Score: -4859193.500000 Penalty: 3654.257324
	Iteration 61Q: 3 clusters Score -4859194 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 74759 members 
Entering Unmasked Estep 
Score: -4859220.500000 Penalty: 3654.257324
	Iteration 62Q: 3 clusters Score -4859220 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 74817 members 
Entering Unmasked Estep 
Score: -4859245.000000 Penalty: 3654.257324
	Iteration 63Q: 3 clusters Score -4859245 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -4859279.000000 Penalty: 3654.257324
	Iteration 64Q: 3 clusters Score -4859279 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 74938 members 
Entering Unmasked Estep 
Score: -4859305.500000 Penalty: 3654.257324
	Iteration 65Q: 3 clusters Score -4859306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 74990 members 
Entering Unmasked Estep 
Score: -4859314.000000 Penalty: 3654.257324
	Iteration 66Q: 3 clusters Score -4859314 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 75034 members 
Entering Unmasked Estep 
Score: -4859328.500000 Penalty: 3654.257324
	Iteration 67Q: 3 clusters Score -4859328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 75068 members 
Entering Unmasked Estep 
Score: -4859343.000000 Penalty: 3654.257324
	Iteration 68Q: 3 clusters Score -4859343 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 75108 members 
Entering Unmasked Estep 
Score: -4859353.000000 Penalty: 3654.257324
	Iteration 69Q: 3 clusters Score -4859353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 75143 members 
Entering Unmasked Estep 
Score: -4859366.000000 Penalty: 3654.257324
	Iteration 70Q: 3 clusters Score -4859366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 75168 members 
Entering Unmasked Estep 
Score: -4859377.500000 Penalty: 3654.257324
	Iteration 71Q: 3 clusters Score -4859378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -4859389.000000 Penalty: 3654.257324
	Iteration 72Q: 3 clusters Score -4859389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 75224 members 
Entering Unmasked Estep 
Score: -4859405.000000 Penalty: 3654.257324
	Iteration 73Q: 3 clusters Score -4859405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -4859412.000000 Penalty: 3654.257324
	Iteration 74Q: 3 clusters Score -4859412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 75275 members 
Entering Unmasked Estep 
Score: -4859412.500000 Penalty: 3654.257324
	Iteration 75Q: 3 clusters Score -4859412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 75298 members 
Entering Unmasked Estep 
Score: -4859416.000000 Penalty: 3654.257324
	Iteration 76Q: 3 clusters Score -4859416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 75307 members 
Entering Unmasked Estep 
Score: -4859423.500000 Penalty: 3654.257324
	Iteration 77Q: 3 clusters Score -4859424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 75318 members 
Entering Unmasked Estep 
Score: -4859426.000000 Penalty: 3654.257324
	Iteration 78Q: 3 clusters Score -4859426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 75322 members 
Entering Unmasked Estep 
Score: -4859425.500000 Penalty: 3654.257324
	Iteration 79Q: 3 clusters Score -4859426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 75327 members 
Entering Unmasked Estep 
Score: -4859425.500000 Penalty: 3654.257324
	Iteration 80F: 3 clusters Score -4859426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 75330 members 
Entering Unmasked Estep 
Score: -4859432.000000 Penalty: 3654.257324
	Iteration 81Q: 3 clusters Score -4859432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 75334 members 
Entering Unmasked Estep 
Score: -4859433.000000 Penalty: 3654.257324
	Iteration 82Q: 3 clusters Score -4859433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 75336 members 
Entering Unmasked Estep 
Score: -4859433.500000 Penalty: 3654.257324
	Iteration 83Q: 3 clusters Score -4859434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 75338 members 
Entering Unmasked Estep 
Score: -4859433.000000 Penalty: 3654.257324
	Iteration 84Q: 3 clusters Score -4859433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 75343 members 
Entering Unmasked Estep 
Score: -4859436.000000 Penalty: 3654.257324
	Iteration 85Q: 3 clusters Score -4859436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 75345 members 
Entering Unmasked Estep 
Score: -4859438.000000 Penalty: 3654.257324
	Iteration 86Q: 3 clusters Score -4859438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 75345 members 
Entering Unmasked Estep 
Score: -4859438.000000 Penalty: 3654.257324
	Iteration 87F: 3 clusters Score -4859438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Entering Unmasked Estep 
Score: -1096664.750000 Penalty: 1598.499634
	Iteration 0F: 2 clusters Score -1096665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1083772.250000 Penalty: 3196.999268
	Iteration 0F: 3 clusters Score -1083772 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1088593.750000 Penalty: 3196.999268
	Iteration 1F: 3 clusters Score -1088594 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1089615.000000 Penalty: 3196.999268
	Iteration 2F: 3 clusters Score -1089615 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1091977.250000 Penalty: 3196.999268
	Iteration 3F: 3 clusters Score -1091977 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1095201.875000 Penalty: 3196.999268
	Iteration 4F: 3 clusters Score -1095202 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1097850.250000 Penalty: 3196.999268
	Iteration 5F: 3 clusters Score -1097850 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1099004.375000 Penalty: 3196.999268
	Iteration 6F: 3 clusters Score -1099004 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1099421.375000 Penalty: 3196.999268
	Iteration 7Q: 3 clusters Score -1099421 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1099583.875000 Penalty: 3196.999268
	Iteration 8Q: 3 clusters Score -1099584 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1099643.375000 Penalty: 3196.999268
	Iteration 9Q: 3 clusters Score -1099643 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1099675.375000 Penalty: 3196.999268
	Iteration 10Q: 3 clusters Score -1099675 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1099687.125000 Penalty: 3196.999268
	Iteration 11Q: 3 clusters Score -1099687 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1099700.375000 Penalty: 3196.999268
	Iteration 12Q: 3 clusters Score -1099700 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1099707.750000 Penalty: 3196.999268
	Iteration 13Q: 3 clusters Score -1099708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1099717.750000 Penalty: 3196.999268
	Iteration 14Q: 3 clusters Score -1099718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1099714.500000 Penalty: 3196.999268
	Iteration 15Q: 3 clusters Score -1099714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1099720.375000 Penalty: 3196.999268
	Iteration 16Q: 3 clusters Score -1099720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1099723.250000 Penalty: 3196.999268
	Iteration 17Q: 3 clusters Score -1099723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1099722.875000 Penalty: 3196.999268
	Iteration 18Q: 3 clusters Score -1099723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1099726.750000 Penalty: 3196.999268
	Iteration 19Q: 3 clusters Score -1099727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1099726.375000 Penalty: 3196.999268
	Iteration 20F: 3 clusters Score -1099726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1099726.250000 Penalty: 3196.999268
	Iteration 21Q: 3 clusters Score -1099726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1099727.250000 Penalty: 3196.999268
	Iteration 22Q: 3 clusters Score -1099727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1099727.125000 Penalty: 3196.999268
	Iteration 23Q: 3 clusters Score -1099727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1099725.500000 Penalty: 3196.999268
	Iteration 24Q: 3 clusters Score -1099726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1099725.750000 Penalty: 3196.999268
	Iteration 25Q: 3 clusters Score -1099726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1099724.375000 Penalty: 3196.999268
	Iteration 26Q: 3 clusters Score -1099724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1099726.500000 Penalty: 3196.999268
	Iteration 27Q: 3 clusters Score -1099726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1099725.375000 Penalty: 3196.999268
	Iteration 28Q: 3 clusters Score -1099725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1099725.500000 Penalty: 3196.999268
	Iteration 29Q: 3 clusters Score -1099726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1099726.125000 Penalty: 3196.999268
	Iteration 30Q: 3 clusters Score -1099726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1099726.750000 Penalty: 3196.999268
	Iteration 31Q: 3 clusters Score -1099727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1099727.500000 Penalty: 3196.999268
	Iteration 32Q: 3 clusters Score -1099728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1099729.625000 Penalty: 3196.999268
	Iteration 33Q: 3 clusters Score -1099730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1099731.750000 Penalty: 3196.999268
	Iteration 34Q: 3 clusters Score -1099732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1099731.500000 Penalty: 3196.999268
	Iteration 35Q: 3 clusters Score -1099732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1099732.500000 Penalty: 3196.999268
	Iteration 36Q: 3 clusters Score -1099732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1099733.250000 Penalty: 3196.999268
	Iteration 37Q: 3 clusters Score -1099733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1099733.625000 Penalty: 3196.999268
	Iteration 38Q: 3 clusters Score -1099734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1099734.375000 Penalty: 3196.999268
	Iteration 39Q: 3 clusters Score -1099734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1099732.375000 Penalty: 3196.999268
	Iteration 40F: 3 clusters Score -1099732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1099734.000000 Penalty: 3196.999268
	Iteration 41Q: 3 clusters Score -1099734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1099734.625000 Penalty: 3196.999268
	Iteration 42Q: 3 clusters Score -1099735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1099737.000000 Penalty: 3196.999268
	Iteration 43Q: 3 clusters Score -1099737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1099737.625000 Penalty: 3196.999268
	Iteration 44Q: 3 clusters Score -1099738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1099738.875000 Penalty: 3196.999268
	Iteration 45Q: 3 clusters Score -1099739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1099738.000000 Penalty: 3196.999268
	Iteration 46Q: 3 clusters Score -1099738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1099738.000000 Penalty: 3196.999268
	Iteration 47F: 3 clusters Score -1099738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 885 members 
Mstep: Class 3 contains 9297 members 
Mstep: Class 4 contains 18502 members 
Mstep: Class 5 contains 362407 members 
Mstep: Class 6 contains 11024 members 
Mstep: Class 7 contains 2583 members 
Mstep: Class 9 contains 76410 members 
Mstep: Class 14 contains 16129 members 
Mstep: Class 15 contains 21833 members 
Mstep: Class 16 contains 96869 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 19 contains 16133 members 
Mstep: Class 21 contains 28638 members 
Mstep: Class 22 contains 18153 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
Score: -41774392.000000 Penalty: 34927.890625
Splitting cluster 14 changes total score from -41771456.000000 to -41774392.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 15 (21833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Entering Unmasked Estep 
Score: -1380890.125000 Penalty: 1623.566406
	Iteration 0F: 2 clusters Score -1380890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1366054.375000 Penalty: 3247.132812
	Iteration 0F: 3 clusters Score -1366054 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1371380.750000 Penalty: 3247.132812
	Iteration 1F: 3 clusters Score -1371381 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1371693.750000 Penalty: 3247.132812
	Iteration 2Q: 3 clusters Score -1371694 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1372041.500000 Penalty: 3247.132812
	Iteration 3Q: 3 clusters Score -1372042 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1372445.250000 Penalty: 3247.132812
	Iteration 4Q: 3 clusters Score -1372445 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1372939.875000 Penalty: 3247.132812
	Iteration 5Q: 3 clusters Score -1372940 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1373585.750000 Penalty: 3247.132812
	Iteration 6F: 3 clusters Score -1373586 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1374450.625000 Penalty: 3247.132812
	Iteration 7F: 3 clusters Score -1374451 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1375476.875000 Penalty: 3247.132812
	Iteration 8F: 3 clusters Score -1375477 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1376417.500000 Penalty: 3247.132812
	Iteration 9F: 3 clusters Score -1376418 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1377083.875000 Penalty: 3247.132812
	Iteration 10F: 3 clusters Score -1377084 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1377517.375000 Penalty: 3247.132812
	Iteration 11Q: 3 clusters Score -1377517 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1377813.250000 Penalty: 3247.132812
	Iteration 12Q: 3 clusters Score -1377813 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1378024.875000 Penalty: 3247.132812
	Iteration 13Q: 3 clusters Score -1378025 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1378221.125000 Penalty: 3247.132812
	Iteration 14Q: 3 clusters Score -1378221 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1378404.625000 Penalty: 3247.132812
	Iteration 15Q: 3 clusters Score -1378405 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1378586.750000 Penalty: 3247.132812
	Iteration 16Q: 3 clusters Score -1378587 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1378753.375000 Penalty: 3247.132812
	Iteration 17Q: 3 clusters Score -1378753 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1378922.875000 Penalty: 3247.132812
	Iteration 18Q: 3 clusters Score -1378923 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1379083.000000 Penalty: 3247.132812
	Iteration 19Q: 3 clusters Score -1379083 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1379241.125000 Penalty: 3247.132812
	Iteration 20F: 3 clusters Score -1379241 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1379390.875000 Penalty: 3247.132812
	Iteration 21Q: 3 clusters Score -1379391 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1379538.750000 Penalty: 3247.132812
	Iteration 22Q: 3 clusters Score -1379539 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1379698.375000 Penalty: 3247.132812
	Iteration 23Q: 3 clusters Score -1379698 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1379848.750000 Penalty: 3247.132812
	Iteration 24Q: 3 clusters Score -1379849 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1379996.500000 Penalty: 3247.132812
	Iteration 25Q: 3 clusters Score -1379996 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1380131.750000 Penalty: 3247.132812
	Iteration 26Q: 3 clusters Score -1380132 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1380247.375000 Penalty: 3247.132812
	Iteration 27Q: 3 clusters Score -1380247 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1380339.500000 Penalty: 3247.132812
	Iteration 28Q: 3 clusters Score -1380340 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1380414.750000 Penalty: 3247.132812
	Iteration 29Q: 3 clusters Score -1380415 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1380485.500000 Penalty: 3247.132812
	Iteration 30Q: 3 clusters Score -1380486 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1380533.500000 Penalty: 3247.132812
	Iteration 31Q: 3 clusters Score -1380534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1380561.625000 Penalty: 3247.132812
	Iteration 32Q: 3 clusters Score -1380562 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1380585.625000 Penalty: 3247.132812
	Iteration 33Q: 3 clusters Score -1380586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1380606.000000 Penalty: 3247.132812
	Iteration 34Q: 3 clusters Score -1380606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1380613.875000 Penalty: 3247.132812
	Iteration 35Q: 3 clusters Score -1380614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1380622.000000 Penalty: 3247.132812
	Iteration 36Q: 3 clusters Score -1380622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1380630.250000 Penalty: 3247.132812
	Iteration 37Q: 3 clusters Score -1380630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1380635.500000 Penalty: 3247.132812
	Iteration 38Q: 3 clusters Score -1380636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1380643.375000 Penalty: 3247.132812
	Iteration 39Q: 3 clusters Score -1380643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1380661.125000 Penalty: 3247.132812
	Iteration 40F: 3 clusters Score -1380661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1380674.750000 Penalty: 3247.132812
	Iteration 41Q: 3 clusters Score -1380675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1380680.500000 Penalty: 3247.132812
	Iteration 42Q: 3 clusters Score -1380680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1380688.000000 Penalty: 3247.132812
	Iteration 43Q: 3 clusters Score -1380688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1380693.000000 Penalty: 3247.132812
	Iteration 44Q: 3 clusters Score -1380693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1380693.125000 Penalty: 3247.132812
	Iteration 45Q: 3 clusters Score -1380693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1380694.750000 Penalty: 3247.132812
	Iteration 46Q: 3 clusters Score -1380695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1380695.125000 Penalty: 3247.132812
	Iteration 47Q: 3 clusters Score -1380695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1380697.250000 Penalty: 3247.132812
	Iteration 48Q: 3 clusters Score -1380697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1380698.500000 Penalty: 3247.132812
	Iteration 49Q: 3 clusters Score -1380698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1380700.875000 Penalty: 3247.132812
	Iteration 50Q: 3 clusters Score -1380701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1380702.500000 Penalty: 3247.132812
	Iteration 51Q: 3 clusters Score -1380702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1380701.000000 Penalty: 3247.132812
	Iteration 52Q: 3 clusters Score -1380701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1380701.000000 Penalty: 3247.132812
	Iteration 53F: 3 clusters Score -1380701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (96869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96869 members 
Entering Unmasked Estep 
Score: -6247536.000000 Penalty: 1865.681030
	Iteration 0F: 2 clusters Score -6247536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -6182666.500000 Penalty: 3731.362061
	Iteration 0F: 3 clusters Score -6182666 nChanged 46175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48035 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -6209545.500000 Penalty: 3731.362061
	Iteration 1F: 3 clusters Score -6209546 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -6210228.000000 Penalty: 3731.362061
	Iteration 2Q: 3 clusters Score -6210228 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -6211075.000000 Penalty: 3731.362061
	Iteration 3Q: 3 clusters Score -6211075 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -6212363.500000 Penalty: 3731.362061
	Iteration 4Q: 3 clusters Score -6212364 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 52115 members 
Entering Unmasked Estep 
Score: -6214513.500000 Penalty: 3731.362061
	Iteration 5Q: 3 clusters Score -6214514 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -6218048.000000 Penalty: 3731.362061
	Iteration 6F: 3 clusters Score -6218048 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -6223996.000000 Penalty: 3731.362061
	Iteration 7F: 3 clusters Score -6223996 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 58564 members 
Entering Unmasked Estep 
Score: -6231001.500000 Penalty: 3731.362061
	Iteration 8F: 3 clusters Score -6231002 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -6235533.500000 Penalty: 3731.362061
	Iteration 9F: 3 clusters Score -6235534 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -6237157.500000 Penalty: 3731.362061
	Iteration 10Q: 3 clusters Score -6237158 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 62090 members 
Entering Unmasked Estep 
Score: -6238005.500000 Penalty: 3731.362061
	Iteration 11Q: 3 clusters Score -6238006 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 62926 members 
Entering Unmasked Estep 
Score: -6238556.000000 Penalty: 3731.362061
	Iteration 12Q: 3 clusters Score -6238556 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 63762 members 
Entering Unmasked Estep 
Score: -6238959.000000 Penalty: 3731.362061
	Iteration 13Q: 3 clusters Score -6238959 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -6239311.000000 Penalty: 3731.362061
	Iteration 14Q: 3 clusters Score -6239311 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
Score: -6239578.500000 Penalty: 3731.362061
	Iteration 15Q: 3 clusters Score -6239578 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 66148 members 
Entering Unmasked Estep 
Score: -6239857.500000 Penalty: 3731.362061
	Iteration 16Q: 3 clusters Score -6239858 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 66913 members 
Entering Unmasked Estep 
Score: -6240038.500000 Penalty: 3731.362061
	Iteration 17Q: 3 clusters Score -6240038 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 67698 members 
Entering Unmasked Estep 
Score: -6240290.500000 Penalty: 3731.362061
	Iteration 18Q: 3 clusters Score -6240290 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 68501 members 
Entering Unmasked Estep 
Score: -6240468.500000 Penalty: 3731.362061
	Iteration 19Q: 3 clusters Score -6240468 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 69328 members 
Entering Unmasked Estep 
Score: -6240681.500000 Penalty: 3731.362061
	Iteration 20F: 3 clusters Score -6240682 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 70155 members 
Entering Unmasked Estep 
Score: -6240877.500000 Penalty: 3731.362061
	Iteration 21Q: 3 clusters Score -6240878 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 70955 members 
Entering Unmasked Estep 
Score: -6241046.500000 Penalty: 3731.362061
	Iteration 22Q: 3 clusters Score -6241046 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 71788 members 
Entering Unmasked Estep 
Score: -6241209.500000 Penalty: 3731.362061
	Iteration 23Q: 3 clusters Score -6241210 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -6241446.000000 Penalty: 3731.362061
	Iteration 24Q: 3 clusters Score -6241446 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 73502 members 
Entering Unmasked Estep 
Score: -6241661.500000 Penalty: 3731.362061
	Iteration 25Q: 3 clusters Score -6241662 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 74293 members 
Entering Unmasked Estep 
Score: -6241789.000000 Penalty: 3731.362061
	Iteration 26Q: 3 clusters Score -6241789 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 75058 members 
Entering Unmasked Estep 
Score: -6241983.000000 Penalty: 3731.362061
	Iteration 27Q: 3 clusters Score -6241983 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 75837 members 
Entering Unmasked Estep 
Score: -6242116.500000 Penalty: 3731.362061
	Iteration 28Q: 3 clusters Score -6242116 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 76574 members 
Entering Unmasked Estep 
Score: -6242233.000000 Penalty: 3731.362061
	Iteration 29Q: 3 clusters Score -6242233 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
Score: -6242376.000000 Penalty: 3731.362061
	Iteration 30Q: 3 clusters Score -6242376 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 77906 members 
Entering Unmasked Estep 
Score: -6242504.500000 Penalty: 3731.362061
	Iteration 31Q: 3 clusters Score -6242504 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 78573 members 
Entering Unmasked Estep 
Score: -6242643.500000 Penalty: 3731.362061
	Iteration 32Q: 3 clusters Score -6242644 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 79249 members 
Entering Unmasked Estep 
Score: -6242789.000000 Penalty: 3731.362061
	Iteration 33Q: 3 clusters Score -6242789 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 79938 members 
Entering Unmasked Estep 
Score: -6242907.500000 Penalty: 3731.362061
	Iteration 34Q: 3 clusters Score -6242908 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 80608 members 
Entering Unmasked Estep 
Score: -6243076.500000 Penalty: 3731.362061
	Iteration 35Q: 3 clusters Score -6243076 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 81256 members 
Entering Unmasked Estep 
Score: -6243260.000000 Penalty: 3731.362061
	Iteration 36Q: 3 clusters Score -6243260 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -6243403.000000 Penalty: 3731.362061
	Iteration 37Q: 3 clusters Score -6243403 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 82486 members 
Entering Unmasked Estep 
Score: -6243482.500000 Penalty: 3731.362061
	Iteration 38Q: 3 clusters Score -6243482 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 83067 members 
Entering Unmasked Estep 
Score: -6243618.500000 Penalty: 3731.362061
	Iteration 39Q: 3 clusters Score -6243618 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 83622 members 
Entering Unmasked Estep 
Score: -6243715.500000 Penalty: 3731.362061
	Iteration 40F: 3 clusters Score -6243716 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 84169 members 
Entering Unmasked Estep 
Score: -6243828.500000 Penalty: 3731.362061
	Iteration 41Q: 3 clusters Score -6243828 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 84675 members 
Entering Unmasked Estep 
Score: -6243929.000000 Penalty: 3731.362061
	Iteration 42Q: 3 clusters Score -6243929 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 85156 members 
Entering Unmasked Estep 
Score: -6244077.500000 Penalty: 3731.362061
	Iteration 43Q: 3 clusters Score -6244078 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 85640 members 
Entering Unmasked Estep 
Score: -6244222.000000 Penalty: 3731.362061
	Iteration 44Q: 3 clusters Score -6244222 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 86105 members 
Entering Unmasked Estep 
Score: -6244330.000000 Penalty: 3731.362061
	Iteration 45Q: 3 clusters Score -6244330 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 86555 members 
Entering Unmasked Estep 
Score: -6244385.500000 Penalty: 3731.362061
	Iteration 46Q: 3 clusters Score -6244386 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 86931 members 
Entering Unmasked Estep 
Score: -6244460.500000 Penalty: 3731.362061
	Iteration 47Q: 3 clusters Score -6244460 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 87296 members 
Entering Unmasked Estep 
Score: -6244551.000000 Penalty: 3731.362061
	Iteration 48Q: 3 clusters Score -6244551 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 87658 members 
Entering Unmasked Estep 
Score: -6244598.000000 Penalty: 3731.362061
	Iteration 49Q: 3 clusters Score -6244598 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 88012 members 
Entering Unmasked Estep 
Score: -6244666.500000 Penalty: 3731.362061
	Iteration 50Q: 3 clusters Score -6244666 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 88381 members 
Entering Unmasked Estep 
Score: -6244739.000000 Penalty: 3731.362061
	Iteration 51Q: 3 clusters Score -6244739 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 88723 members 
Entering Unmasked Estep 
Score: -6244826.000000 Penalty: 3731.362061
	Iteration 52Q: 3 clusters Score -6244826 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 89012 members 
Entering Unmasked Estep 
Score: -6244888.000000 Penalty: 3731.362061
	Iteration 53Q: 3 clusters Score -6244888 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 89285 members 
Entering Unmasked Estep 
Score: -6244931.000000 Penalty: 3731.362061
	Iteration 54Q: 3 clusters Score -6244931 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 89534 members 
Entering Unmasked Estep 
Score: -6244953.000000 Penalty: 3731.362061
	Iteration 55Q: 3 clusters Score -6244953 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 89764 members 
Entering Unmasked Estep 
Score: -6245017.000000 Penalty: 3731.362061
	Iteration 56Q: 3 clusters Score -6245017 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 89989 members 
Entering Unmasked Estep 
Score: -6245034.000000 Penalty: 3731.362061
	Iteration 57Q: 3 clusters Score -6245034 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 90173 members 
Entering Unmasked Estep 
Score: -6245077.000000 Penalty: 3731.362061
	Iteration 58Q: 3 clusters Score -6245077 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 90355 members 
Entering Unmasked Estep 
Score: -6245107.000000 Penalty: 3731.362061
	Iteration 59Q: 3 clusters Score -6245107 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 90529 members 
Entering Unmasked Estep 
Score: -6245138.500000 Penalty: 3731.362061
	Iteration 60F: 3 clusters Score -6245138 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -6245211.500000 Penalty: 3731.362061
	Iteration 61Q: 3 clusters Score -6245212 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 90867 members 
Entering Unmasked Estep 
Score: -6245214.000000 Penalty: 3731.362061
	Iteration 62Q: 3 clusters Score -6245214 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 91019 members 
Entering Unmasked Estep 
Score: -6245231.500000 Penalty: 3731.362061
	Iteration 63Q: 3 clusters Score -6245232 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 91156 members 
Entering Unmasked Estep 
Score: -6245245.500000 Penalty: 3731.362061
	Iteration 64Q: 3 clusters Score -6245246 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 91285 members 
Entering Unmasked Estep 
Score: -6245259.000000 Penalty: 3731.362061
	Iteration 65Q: 3 clusters Score -6245259 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 91413 members 
Entering Unmasked Estep 
Score: -6245297.000000 Penalty: 3731.362061
	Iteration 66Q: 3 clusters Score -6245297 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 91540 members 
Entering Unmasked Estep 
Score: -6245327.000000 Penalty: 3731.362061
	Iteration 67Q: 3 clusters Score -6245327 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 91667 members 
Entering Unmasked Estep 
Score: -6245337.500000 Penalty: 3731.362061
	Iteration 68Q: 3 clusters Score -6245338 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 91792 members 
Entering Unmasked Estep 
Score: -6245355.500000 Penalty: 3731.362061
	Iteration 69Q: 3 clusters Score -6245356 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 91911 members 
Entering Unmasked Estep 
Score: -6245374.000000 Penalty: 3731.362061
	Iteration 70Q: 3 clusters Score -6245374 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 92014 members 
Entering Unmasked Estep 
Score: -6245403.000000 Penalty: 3731.362061
	Iteration 71Q: 3 clusters Score -6245403 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 92106 members 
Entering Unmasked Estep 
Score: -6245425.000000 Penalty: 3731.362061
	Iteration 72Q: 3 clusters Score -6245425 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 92197 members 
Entering Unmasked Estep 
Score: -6245424.000000 Penalty: 3731.362061
	Iteration 73Q: 3 clusters Score -6245424 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 92306 members 
Entering Unmasked Estep 
Score: -6245451.000000 Penalty: 3731.362061
	Iteration 74Q: 3 clusters Score -6245451 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 92416 members 
Entering Unmasked Estep 
Score: -6245473.000000 Penalty: 3731.362061
	Iteration 75Q: 3 clusters Score -6245473 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 92501 members 
Entering Unmasked Estep 
Score: -6245487.500000 Penalty: 3731.362061
	Iteration 76Q: 3 clusters Score -6245488 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 92577 members 
Entering Unmasked Estep 
Score: -6245506.000000 Penalty: 3731.362061
	Iteration 77Q: 3 clusters Score -6245506 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 92659 members 
Entering Unmasked Estep 
Score: -6245516.000000 Penalty: 3731.362061
	Iteration 78Q: 3 clusters Score -6245516 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 92751 members 
Entering Unmasked Estep 
Score: -6245530.500000 Penalty: 3731.362061
	Iteration 79Q: 3 clusters Score -6245530 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 92832 members 
Entering Unmasked Estep 
Score: -6245554.500000 Penalty: 3731.362061
	Iteration 80F: 3 clusters Score -6245554 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 92917 members 
Entering Unmasked Estep 
Score: -6245549.500000 Penalty: 3731.362061
	Iteration 81Q: 3 clusters Score -6245550 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 92998 members 
Entering Unmasked Estep 
Score: -6245549.000000 Penalty: 3731.362061
	Iteration 82Q: 3 clusters Score -6245549 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 93061 members 
Entering Unmasked Estep 
Score: -6245548.500000 Penalty: 3731.362061
	Iteration 83Q: 3 clusters Score -6245548 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 93131 members 
Entering Unmasked Estep 
Score: -6245577.000000 Penalty: 3731.362061
	Iteration 84Q: 3 clusters Score -6245577 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 93203 members 
Entering Unmasked Estep 
Score: -6245599.000000 Penalty: 3731.362061
	Iteration 85Q: 3 clusters Score -6245599 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 93276 members 
Entering Unmasked Estep 
Score: -6245619.000000 Penalty: 3731.362061
	Iteration 86Q: 3 clusters Score -6245619 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 93343 members 
Entering Unmasked Estep 
Score: -6245631.000000 Penalty: 3731.362061
	Iteration 87Q: 3 clusters Score -6245631 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 93393 members 
Entering Unmasked Estep 
Score: -6245660.000000 Penalty: 3731.362061
	Iteration 88Q: 3 clusters Score -6245660 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 93446 members 
Entering Unmasked Estep 
Score: -6245660.000000 Penalty: 3731.362061
	Iteration 89Q: 3 clusters Score -6245660 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 93506 members 
Entering Unmasked Estep 
Score: -6245677.000000 Penalty: 3731.362061
	Iteration 90Q: 3 clusters Score -6245677 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 93568 members 
Entering Unmasked Estep 
Score: -6245706.500000 Penalty: 3731.362061
	Iteration 91Q: 3 clusters Score -6245706 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 93631 members 
Entering Unmasked Estep 
Score: -6245713.000000 Penalty: 3731.362061
	Iteration 92Q: 3 clusters Score -6245713 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 93686 members 
Entering Unmasked Estep 
Score: -6245726.500000 Penalty: 3731.362061
	Iteration 93Q: 3 clusters Score -6245726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -6245736.500000 Penalty: 3731.362061
	Iteration 94Q: 3 clusters Score -6245736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 93784 members 
Entering Unmasked Estep 
Score: -6245748.000000 Penalty: 3731.362061
	Iteration 95Q: 3 clusters Score -6245748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -6245750.500000 Penalty: 3731.362061
	Iteration 96Q: 3 clusters Score -6245750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 93853 members 
Entering Unmasked Estep 
Score: -6245748.000000 Penalty: 3731.362061
	Iteration 97Q: 3 clusters Score -6245748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 93879 members 
Entering Unmasked Estep 
Score: -6245736.000000 Penalty: 3731.362061
	Iteration 98Q: 3 clusters Score -6245736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 93897 members 
Entering Unmasked Estep 
Score: -6245746.000000 Penalty: 3731.362061
	Iteration 99Q: 3 clusters Score -6245746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 93923 members 
Entering Unmasked Estep 
Score: -6245751.000000 Penalty: 3731.362061
	Iteration 100F: 3 clusters Score -6245751 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 93959 members 
Entering Unmasked Estep 
Score: -6245760.500000 Penalty: 3731.362061
	Iteration 101Q: 3 clusters Score -6245760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 93999 members 
Entering Unmasked Estep 
Score: -6245777.000000 Penalty: 3731.362061
	Iteration 102Q: 3 clusters Score -6245777 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 94034 members 
Entering Unmasked Estep 
Score: -6245789.000000 Penalty: 3731.362061
	Iteration 103Q: 3 clusters Score -6245789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 94059 members 
Entering Unmasked Estep 
Score: -6245800.000000 Penalty: 3731.362061
	Iteration 104Q: 3 clusters Score -6245800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 94087 members 
Entering Unmasked Estep 
Score: -6245805.500000 Penalty: 3731.362061
	Iteration 105Q: 3 clusters Score -6245806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 94116 members 
Entering Unmasked Estep 
Score: -6245812.500000 Penalty: 3731.362061
	Iteration 106Q: 3 clusters Score -6245812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 94145 members 
Entering Unmasked Estep 
Score: -6245798.500000 Penalty: 3731.362061
	Iteration 107Q: 3 clusters Score -6245798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 94176 members 
Entering Unmasked Estep 
Score: -6245811.500000 Penalty: 3731.362061
	Iteration 108Q: 3 clusters Score -6245812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 94210 members 
Entering Unmasked Estep 
Score: -6245818.500000 Penalty: 3731.362061
	Iteration 109Q: 3 clusters Score -6245818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 94248 members 
Entering Unmasked Estep 
Score: -6245833.500000 Penalty: 3731.362061
	Iteration 110Q: 3 clusters Score -6245834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 94278 members 
Entering Unmasked Estep 
Score: -6245839.500000 Penalty: 3731.362061
	Iteration 111Q: 3 clusters Score -6245840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 94311 members 
Entering Unmasked Estep 
Score: -6245851.000000 Penalty: 3731.362061
	Iteration 112Q: 3 clusters Score -6245851 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 94352 members 
Entering Unmasked Estep 
Score: -6245868.500000 Penalty: 3731.362061
	Iteration 113Q: 3 clusters Score -6245868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 94397 members 
Entering Unmasked Estep 
Score: -6245872.000000 Penalty: 3731.362061
	Iteration 114Q: 3 clusters Score -6245872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 94423 members 
Entering Unmasked Estep 
Score: -6245878.500000 Penalty: 3731.362061
	Iteration 115Q: 3 clusters Score -6245878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 94449 members 
Entering Unmasked Estep 
Score: -6245880.000000 Penalty: 3731.362061
	Iteration 116Q: 3 clusters Score -6245880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 94466 members 
Entering Unmasked Estep 
Score: -6245876.500000 Penalty: 3731.362061
	Iteration 117Q: 3 clusters Score -6245876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 94479 members 
Entering Unmasked Estep 
Score: -6245877.500000 Penalty: 3731.362061
	Iteration 118Q: 3 clusters Score -6245878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 94486 members 
Entering Unmasked Estep 
Score: -6245885.500000 Penalty: 3731.362061
	Iteration 119Q: 3 clusters Score -6245886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 94494 members 
Entering Unmasked Estep 
Score: -6245882.500000 Penalty: 3731.362061
	Iteration 120F: 3 clusters Score -6245882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 94502 members 
Entering Unmasked Estep 
Score: -6245888.500000 Penalty: 3731.362061
	Iteration 121Q: 3 clusters Score -6245888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 94512 members 
Entering Unmasked Estep 
Score: -6245898.500000 Penalty: 3731.362061
	Iteration 122Q: 3 clusters Score -6245898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 94528 members 
Entering Unmasked Estep 
Score: -6245902.000000 Penalty: 3731.362061
	Iteration 123Q: 3 clusters Score -6245902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 94547 members 
Entering Unmasked Estep 
Score: -6245905.000000 Penalty: 3731.362061
	Iteration 124Q: 3 clusters Score -6245905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 94567 members 
Entering Unmasked Estep 
Score: -6245910.500000 Penalty: 3731.362061
	Iteration 125Q: 3 clusters Score -6245910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 94589 members 
Entering Unmasked Estep 
Score: -6245918.000000 Penalty: 3731.362061
	Iteration 126Q: 3 clusters Score -6245918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 94614 members 
Entering Unmasked Estep 
Score: -6245920.000000 Penalty: 3731.362061
	Iteration 127Q: 3 clusters Score -6245920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 94642 members 
Entering Unmasked Estep 
Score: -6245912.000000 Penalty: 3731.362061
	Iteration 128Q: 3 clusters Score -6245912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 94669 members 
Entering Unmasked Estep 
Score: -6245914.500000 Penalty: 3731.362061
	Iteration 129Q: 3 clusters Score -6245914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 94691 members 
Entering Unmasked Estep 
Score: -6245923.000000 Penalty: 3731.362061
	Iteration 130Q: 3 clusters Score -6245923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 94717 members 
Entering Unmasked Estep 
Score: -6245932.000000 Penalty: 3731.362061
	Iteration 131Q: 3 clusters Score -6245932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 94745 members 
Entering Unmasked Estep 
Score: -6245921.000000 Penalty: 3731.362061
	Iteration 132Q: 3 clusters Score -6245921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 94771 members 
Entering Unmasked Estep 
Score: -6245914.500000 Penalty: 3731.362061
	Iteration 133Q: 3 clusters Score -6245914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 94792 members 
Entering Unmasked Estep 
Score: -6245917.500000 Penalty: 3731.362061
	Iteration 134Q: 3 clusters Score -6245918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 94809 members 
Entering Unmasked Estep 
Score: -6245923.500000 Penalty: 3731.362061
	Iteration 135Q: 3 clusters Score -6245924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 94827 members 
Entering Unmasked Estep 
Score: -6245920.500000 Penalty: 3731.362061
	Iteration 136Q: 3 clusters Score -6245920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 94841 members 
Entering Unmasked Estep 
Score: -6245917.500000 Penalty: 3731.362061
	Iteration 137Q: 3 clusters Score -6245918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 94847 members 
Entering Unmasked Estep 
Score: -6245914.000000 Penalty: 3731.362061
	Iteration 138Q: 3 clusters Score -6245914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 94855 members 
Entering Unmasked Estep 
Score: -6245918.000000 Penalty: 3731.362061
	Iteration 139Q: 3 clusters Score -6245918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 94861 members 
Entering Unmasked Estep 
Score: -6245922.500000 Penalty: 3731.362061
	Iteration 140F: 3 clusters Score -6245922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 94866 members 
Entering Unmasked Estep 
Score: -6245920.500000 Penalty: 3731.362061
	Iteration 141Q: 3 clusters Score -6245920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 94873 members 
Entering Unmasked Estep 
Score: -6245916.500000 Penalty: 3731.362061
	Iteration 142Q: 3 clusters Score -6245916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 94879 members 
Entering Unmasked Estep 
Score: -6245922.000000 Penalty: 3731.362061
	Iteration 143Q: 3 clusters Score -6245922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 94888 members 
Entering Unmasked Estep 
Score: -6245913.000000 Penalty: 3731.362061
	Iteration 144Q: 3 clusters Score -6245913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 94893 members 
Entering Unmasked Estep 
Score: -6245914.000000 Penalty: 3731.362061
	Iteration 145Q: 3 clusters Score -6245914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 94899 members 
Entering Unmasked Estep 
Score: -6245911.500000 Penalty: 3731.362061
	Iteration 146Q: 3 clusters Score -6245912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 94902 members 
Entering Unmasked Estep 
Score: -6245921.500000 Penalty: 3731.362061
	Iteration 147Q: 3 clusters Score -6245922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 94905 members 
Entering Unmasked Estep 
Score: -6245920.000000 Penalty: 3731.362061
	Iteration 148Q: 3 clusters Score -6245920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 94908 members 
Entering Unmasked Estep 
Score: -6245918.000000 Penalty: 3731.362061
	Iteration 149Q: 3 clusters Score -6245918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 94909 members 
Entering Unmasked Estep 
Score: -6245920.500000 Penalty: 3731.362061
	Iteration 150Q: 3 clusters Score -6245920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 94910 members 
Entering Unmasked Estep 
Score: -6245921.000000 Penalty: 3731.362061
	Iteration 151Q: 3 clusters Score -6245921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 94912 members 
Entering Unmasked Estep 
Score: -6245925.000000 Penalty: 3731.362061
	Iteration 152Q: 3 clusters Score -6245925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -6245925.000000 Penalty: 3731.362061
	Iteration 153Q: 3 clusters Score -6245925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -6245925.000000 Penalty: 3731.362061
	Iteration 154F: 3 clusters Score -6245925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -109647.359375 Penalty: 1200.502686
	Iteration 0F: 2 clusters Score -109647.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -107834.132812 Penalty: 2401.005371
	Iteration 0F: 3 clusters Score -107834.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -108154.843750 Penalty: 2401.005371
	Iteration 1F: 3 clusters Score -108154.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -108224.156250 Penalty: 2401.005371
	Iteration 2F: 3 clusters Score -108224.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -108274.335938 Penalty: 2401.005371
	Iteration 3Q: 3 clusters Score -108274.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -108303.250000 Penalty: 2401.005371
	Iteration 4Q: 3 clusters Score -108303.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -108325.359375 Penalty: 2401.005371
	Iteration 5Q: 3 clusters Score -108325.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -108341.781250 Penalty: 2401.005371
	Iteration 6Q: 3 clusters Score -108341.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -108357.023438 Penalty: 2401.005371
	Iteration 7Q: 3 clusters Score -108357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -108368.210938 Penalty: 2401.005371
	Iteration 8Q: 3 clusters Score -108368.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -108374.921875 Penalty: 2401.005371
	Iteration 9Q: 3 clusters Score -108374.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -108381.976562 Penalty: 2401.005371
	Iteration 10Q: 3 clusters Score -108382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -108387.523438 Penalty: 2401.005371
	Iteration 11Q: 3 clusters Score -108387.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -108390.570312 Penalty: 2401.005371
	Iteration 12Q: 3 clusters Score -108390.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -108392.500000 Penalty: 2401.005371
	Iteration 13Q: 3 clusters Score -108392.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -108394.765625 Penalty: 2401.005371
	Iteration 14Q: 3 clusters Score -108394.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -108396.359375 Penalty: 2401.005371
	Iteration 15Q: 3 clusters Score -108396.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -108397.507812 Penalty: 2401.005371
	Iteration 16Q: 3 clusters Score -108397.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -108398.125000 Penalty: 2401.005371
	Iteration 17Q: 3 clusters Score -108398.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -108398.125000 Penalty: 2401.005371
	Iteration 18F: 3 clusters Score -108398.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Entering Unmasked Estep 
Score: -1041555.187500 Penalty: 1574.401123
	Iteration 0F: 2 clusters Score -1041555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1030376.312500 Penalty: 3148.802246
	Iteration 0F: 3 clusters Score -1030376 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1034199.062500 Penalty: 3148.802246
	Iteration 1F: 3 clusters Score -1034199 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1034492.250000 Penalty: 3148.802246
	Iteration 2Q: 3 clusters Score -1034492 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1034802.625000 Penalty: 3148.802246
	Iteration 3Q: 3 clusters Score -1034803 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1035224.125000 Penalty: 3148.802246
	Iteration 4Q: 3 clusters Score -1035224 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1035778.625000 Penalty: 3148.802246
	Iteration 5Q: 3 clusters Score -1035779 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1036513.812500 Penalty: 3148.802246
	Iteration 6F: 3 clusters Score -1036514 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1037329.625000 Penalty: 3148.802246
	Iteration 7F: 3 clusters Score -1037330 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1038213.687500 Penalty: 3148.802246
	Iteration 8F: 3 clusters Score -1038214 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1038966.687500 Penalty: 3148.802246
	Iteration 9F: 3 clusters Score -1038967 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1039478.625000 Penalty: 3148.802246
	Iteration 10F: 3 clusters Score -1039479 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1039774.625000 Penalty: 3148.802246
	Iteration 11Q: 3 clusters Score -1039775 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1039946.937500 Penalty: 3148.802246
	Iteration 12Q: 3 clusters Score -1039947 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1040062.062500 Penalty: 3148.802246
	Iteration 13Q: 3 clusters Score -1040062 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1040136.250000 Penalty: 3148.802246
	Iteration 14Q: 3 clusters Score -1040136 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1040179.125000 Penalty: 3148.802246
	Iteration 15Q: 3 clusters Score -1040179 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1040224.312500 Penalty: 3148.802246
	Iteration 16Q: 3 clusters Score -1040224 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1040262.687500 Penalty: 3148.802246
	Iteration 17Q: 3 clusters Score -1040263 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1040298.875000 Penalty: 3148.802246
	Iteration 18Q: 3 clusters Score -1040299 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1040332.000000 Penalty: 3148.802246
	Iteration 19Q: 3 clusters Score -1040332 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1040357.437500 Penalty: 3148.802246
	Iteration 20F: 3 clusters Score -1040357 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1040385.250000 Penalty: 3148.802246
	Iteration 21Q: 3 clusters Score -1040385 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1040404.500000 Penalty: 3148.802246
	Iteration 22Q: 3 clusters Score -1040404 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1040425.562500 Penalty: 3148.802246
	Iteration 23Q: 3 clusters Score -1040426 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1040445.125000 Penalty: 3148.802246
	Iteration 24Q: 3 clusters Score -1040445 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1040460.750000 Penalty: 3148.802246
	Iteration 25Q: 3 clusters Score -1040461 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1040468.937500 Penalty: 3148.802246
	Iteration 26Q: 3 clusters Score -1040469 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1040479.875000 Penalty: 3148.802246
	Iteration 27Q: 3 clusters Score -1040480 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1040492.562500 Penalty: 3148.802246
	Iteration 28Q: 3 clusters Score -1040493 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1040502.937500 Penalty: 3148.802246
	Iteration 29Q: 3 clusters Score -1040503 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1040511.687500 Penalty: 3148.802246
	Iteration 30Q: 3 clusters Score -1040512 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1040526.500000 Penalty: 3148.802246
	Iteration 31Q: 3 clusters Score -1040526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1040533.750000 Penalty: 3148.802246
	Iteration 32Q: 3 clusters Score -1040534 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1040540.875000 Penalty: 3148.802246
	Iteration 33Q: 3 clusters Score -1040541 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1040550.812500 Penalty: 3148.802246
	Iteration 34Q: 3 clusters Score -1040551 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1040565.937500 Penalty: 3148.802246
	Iteration 35Q: 3 clusters Score -1040566 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1040580.875000 Penalty: 3148.802246
	Iteration 36Q: 3 clusters Score -1040581 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1040589.312500 Penalty: 3148.802246
	Iteration 37Q: 3 clusters Score -1040589 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1040600.812500 Penalty: 3148.802246
	Iteration 38Q: 3 clusters Score -1040601 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1040611.875000 Penalty: 3148.802246
	Iteration 39Q: 3 clusters Score -1040612 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1040624.437500 Penalty: 3148.802246
	Iteration 40F: 3 clusters Score -1040624 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1040646.125000 Penalty: 3148.802246
	Iteration 41Q: 3 clusters Score -1040646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1040654.437500 Penalty: 3148.802246
	Iteration 42Q: 3 clusters Score -1040654 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1040666.875000 Penalty: 3148.802246
	Iteration 43Q: 3 clusters Score -1040667 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1040681.687500 Penalty: 3148.802246
	Iteration 44Q: 3 clusters Score -1040682 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1040690.875000 Penalty: 3148.802246
	Iteration 45Q: 3 clusters Score -1040691 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1040699.437500 Penalty: 3148.802246
	Iteration 46Q: 3 clusters Score -1040699 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1040706.187500 Penalty: 3148.802246
	Iteration 47Q: 3 clusters Score -1040706 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1040715.937500 Penalty: 3148.802246
	Iteration 48Q: 3 clusters Score -1040716 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1040725.625000 Penalty: 3148.802246
	Iteration 49Q: 3 clusters Score -1040726 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1040733.625000 Penalty: 3148.802246
	Iteration 50Q: 3 clusters Score -1040734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1040744.062500 Penalty: 3148.802246
	Iteration 51Q: 3 clusters Score -1040744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1040750.062500 Penalty: 3148.802246
	Iteration 52Q: 3 clusters Score -1040750 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1040760.812500 Penalty: 3148.802246
	Iteration 53Q: 3 clusters Score -1040761 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1040763.000000 Penalty: 3148.802246
	Iteration 54Q: 3 clusters Score -1040763 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1040774.000000 Penalty: 3148.802246
	Iteration 55Q: 3 clusters Score -1040774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1040788.000000 Penalty: 3148.802246
	Iteration 56Q: 3 clusters Score -1040788 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1040794.812500 Penalty: 3148.802246
	Iteration 57Q: 3 clusters Score -1040795 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1040802.125000 Penalty: 3148.802246
	Iteration 58Q: 3 clusters Score -1040802 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1040811.250000 Penalty: 3148.802246
	Iteration 59Q: 3 clusters Score -1040811 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1040825.250000 Penalty: 3148.802246
	Iteration 60F: 3 clusters Score -1040825 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1040838.437500 Penalty: 3148.802246
	Iteration 61Q: 3 clusters Score -1040838 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1040857.812500 Penalty: 3148.802246
	Iteration 62Q: 3 clusters Score -1040858 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1040866.750000 Penalty: 3148.802246
	Iteration 63Q: 3 clusters Score -1040867 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1040868.125000 Penalty: 3148.802246
	Iteration 64Q: 3 clusters Score -1040868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1040876.687500 Penalty: 3148.802246
	Iteration 65Q: 3 clusters Score -1040877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1040877.437500 Penalty: 3148.802246
	Iteration 66Q: 3 clusters Score -1040877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1040879.000000 Penalty: 3148.802246
	Iteration 67Q: 3 clusters Score -1040879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1040883.312500 Penalty: 3148.802246
	Iteration 68Q: 3 clusters Score -1040883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1040886.562500 Penalty: 3148.802246
	Iteration 69Q: 3 clusters Score -1040887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1040887.875000 Penalty: 3148.802246
	Iteration 70Q: 3 clusters Score -1040888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1040893.250000 Penalty: 3148.802246
	Iteration 71Q: 3 clusters Score -1040893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1040897.937500 Penalty: 3148.802246
	Iteration 72Q: 3 clusters Score -1040898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1040901.187500 Penalty: 3148.802246
	Iteration 73Q: 3 clusters Score -1040901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1040905.625000 Penalty: 3148.802246
	Iteration 74Q: 3 clusters Score -1040906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1040910.687500 Penalty: 3148.802246
	Iteration 75Q: 3 clusters Score -1040911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1040912.687500 Penalty: 3148.802246
	Iteration 76Q: 3 clusters Score -1040913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1040915.000000 Penalty: 3148.802246
	Iteration 77Q: 3 clusters Score -1040915 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1040922.875000 Penalty: 3148.802246
	Iteration 78Q: 3 clusters Score -1040923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1040924.625000 Penalty: 3148.802246
	Iteration 79Q: 3 clusters Score -1040925 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1040930.062500 Penalty: 3148.802246
	Iteration 80F: 3 clusters Score -1040930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1040934.062500 Penalty: 3148.802246
	Iteration 81Q: 3 clusters Score -1040934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1040940.187500 Penalty: 3148.802246
	Iteration 82Q: 3 clusters Score -1040940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1040943.562500 Penalty: 3148.802246
	Iteration 83Q: 3 clusters Score -1040944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1040949.375000 Penalty: 3148.802246
	Iteration 84Q: 3 clusters Score -1040949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1040952.687500 Penalty: 3148.802246
	Iteration 85Q: 3 clusters Score -1040953 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1040955.812500 Penalty: 3148.802246
	Iteration 86Q: 3 clusters Score -1040956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1040957.437500 Penalty: 3148.802246
	Iteration 87Q: 3 clusters Score -1040957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1040959.500000 Penalty: 3148.802246
	Iteration 88Q: 3 clusters Score -1040960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1040961.250000 Penalty: 3148.802246
	Iteration 89Q: 3 clusters Score -1040961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1040963.000000 Penalty: 3148.802246
	Iteration 90Q: 3 clusters Score -1040963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1040968.000000 Penalty: 3148.802246
	Iteration 91Q: 3 clusters Score -1040968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1040970.562500 Penalty: 3148.802246
	Iteration 92Q: 3 clusters Score -1040971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1040973.312500 Penalty: 3148.802246
	Iteration 93Q: 3 clusters Score -1040973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1040973.250000 Penalty: 3148.802246
	Iteration 94Q: 3 clusters Score -1040973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1040973.562500 Penalty: 3148.802246
	Iteration 95Q: 3 clusters Score -1040974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1040974.437500 Penalty: 3148.802246
	Iteration 96Q: 3 clusters Score -1040974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1040975.500000 Penalty: 3148.802246
	Iteration 97Q: 3 clusters Score -1040976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1040976.500000 Penalty: 3148.802246
	Iteration 98Q: 3 clusters Score -1040976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1040976.875000 Penalty: 3148.802246
	Iteration 99Q: 3 clusters Score -1040977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1040977.937500 Penalty: 3148.802246
	Iteration 100F: 3 clusters Score -1040978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1040978.000000 Penalty: 3148.802246
	Iteration 101Q: 3 clusters Score -1040978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1040978.750000 Penalty: 3148.802246
	Iteration 102Q: 3 clusters Score -1040979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1040979.875000 Penalty: 3148.802246
	Iteration 103Q: 3 clusters Score -1040980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1040979.625000 Penalty: 3148.802246
	Iteration 104Q: 3 clusters Score -1040980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1040979.937500 Penalty: 3148.802246
	Iteration 105Q: 3 clusters Score -1040980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1040979.312500 Penalty: 3148.802246
	Iteration 106Q: 3 clusters Score -1040979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1040980.875000 Penalty: 3148.802246
	Iteration 107Q: 3 clusters Score -1040981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1040979.250000 Penalty: 3148.802246
	Iteration 108Q: 3 clusters Score -1040979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1040981.500000 Penalty: 3148.802246
	Iteration 109Q: 3 clusters Score -1040982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1040980.437500 Penalty: 3148.802246
	Iteration 110Q: 3 clusters Score -1040980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1040982.125000 Penalty: 3148.802246
	Iteration 111Q: 3 clusters Score -1040982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1040982.000000 Penalty: 3148.802246
	Iteration 112Q: 3 clusters Score -1040982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1040982.812500 Penalty: 3148.802246
	Iteration 113Q: 3 clusters Score -1040983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1040984.812500 Penalty: 3148.802246
	Iteration 114Q: 3 clusters Score -1040985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1040982.750000 Penalty: 3148.802246
	Iteration 115Q: 3 clusters Score -1040983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1040982.687500 Penalty: 3148.802246
	Iteration 116Q: 3 clusters Score -1040983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1040984.500000 Penalty: 3148.802246
	Iteration 117Q: 3 clusters Score -1040984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1040987.000000 Penalty: 3148.802246
	Iteration 118Q: 3 clusters Score -1040987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1040986.812500 Penalty: 3148.802246
	Iteration 119Q: 3 clusters Score -1040987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1040986.500000 Penalty: 3148.802246
	Iteration 120F: 3 clusters Score -1040986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1040985.500000 Penalty: 3148.802246
	Iteration 121Q: 3 clusters Score -1040986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1040985.875000 Penalty: 3148.802246
	Iteration 122Q: 3 clusters Score -1040986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1040987.312500 Penalty: 3148.802246
	Iteration 123Q: 3 clusters Score -1040987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1040985.312500 Penalty: 3148.802246
	Iteration 124Q: 3 clusters Score -1040985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1040984.437500 Penalty: 3148.802246
	Iteration 125Q: 3 clusters Score -1040984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1040987.562500 Penalty: 3148.802246
	Iteration 126Q: 3 clusters Score -1040988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1040988.875000 Penalty: 3148.802246
	Iteration 127Q: 3 clusters Score -1040989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1040988.687500 Penalty: 3148.802246
	Iteration 128Q: 3 clusters Score -1040989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1040989.125000 Penalty: 3148.802246
	Iteration 129Q: 3 clusters Score -1040989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1040990.312500 Penalty: 3148.802246
	Iteration 130Q: 3 clusters Score -1040990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1040990.312500 Penalty: 3148.802246
	Iteration 131F: 3 clusters Score -1040990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Entering Unmasked Estep 
Score: -1826180.500000 Penalty: 1667.654541
	Iteration 0F: 2 clusters Score -1826180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1806958.250000 Penalty: 3335.309082
	Iteration 0F: 3 clusters Score -1806958 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1814209.000000 Penalty: 3335.309082
	Iteration 1F: 3 clusters Score -1814209 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1814707.750000 Penalty: 3335.309082
	Iteration 2Q: 3 clusters Score -1814708 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1815288.000000 Penalty: 3335.309082
	Iteration 3Q: 3 clusters Score -1815288 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1816083.750000 Penalty: 3335.309082
	Iteration 4F: 3 clusters Score -1816084 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1817017.375000 Penalty: 3335.309082
	Iteration 5F: 3 clusters Score -1817017 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1818163.000000 Penalty: 3335.309082
	Iteration 6F: 3 clusters Score -1818163 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1819568.750000 Penalty: 3335.309082
	Iteration 7F: 3 clusters Score -1819569 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1820994.375000 Penalty: 3335.309082
	Iteration 8F: 3 clusters Score -1820994 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1822122.750000 Penalty: 3335.309082
	Iteration 9Q: 3 clusters Score -1822123 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1822809.500000 Penalty: 3335.309082
	Iteration 10Q: 3 clusters Score -1822810 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1823126.375000 Penalty: 3335.309082
	Iteration 11Q: 3 clusters Score -1823126 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1823314.000000 Penalty: 3335.309082
	Iteration 12Q: 3 clusters Score -1823314 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1823456.625000 Penalty: 3335.309082
	Iteration 13Q: 3 clusters Score -1823457 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1823558.375000 Penalty: 3335.309082
	Iteration 14Q: 3 clusters Score -1823558 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1823654.000000 Penalty: 3335.309082
	Iteration 15Q: 3 clusters Score -1823654 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1823716.625000 Penalty: 3335.309082
	Iteration 16Q: 3 clusters Score -1823717 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1823788.750000 Penalty: 3335.309082
	Iteration 17Q: 3 clusters Score -1823789 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1823857.875000 Penalty: 3335.309082
	Iteration 18Q: 3 clusters Score -1823858 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1823912.625000 Penalty: 3335.309082
	Iteration 19Q: 3 clusters Score -1823913 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1823960.625000 Penalty: 3335.309082
	Iteration 20F: 3 clusters Score -1823961 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1823992.375000 Penalty: 3335.309082
	Iteration 21Q: 3 clusters Score -1823992 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1824043.500000 Penalty: 3335.309082
	Iteration 22Q: 3 clusters Score -1824044 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1824087.875000 Penalty: 3335.309082
	Iteration 23Q: 3 clusters Score -1824088 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1824121.750000 Penalty: 3335.309082
	Iteration 24Q: 3 clusters Score -1824122 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1824150.125000 Penalty: 3335.309082
	Iteration 25Q: 3 clusters Score -1824150 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1824178.000000 Penalty: 3335.309082
	Iteration 26Q: 3 clusters Score -1824178 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1824211.500000 Penalty: 3335.309082
	Iteration 27Q: 3 clusters Score -1824212 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1824253.750000 Penalty: 3335.309082
	Iteration 28Q: 3 clusters Score -1824254 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1824283.500000 Penalty: 3335.309082
	Iteration 29Q: 3 clusters Score -1824284 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1824323.000000 Penalty: 3335.309082
	Iteration 30Q: 3 clusters Score -1824323 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1824362.375000 Penalty: 3335.309082
	Iteration 31Q: 3 clusters Score -1824362 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1824394.000000 Penalty: 3335.309082
	Iteration 32Q: 3 clusters Score -1824394 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1824426.500000 Penalty: 3335.309082
	Iteration 33Q: 3 clusters Score -1824426 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1824457.625000 Penalty: 3335.309082
	Iteration 34Q: 3 clusters Score -1824458 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1824490.125000 Penalty: 3335.309082
	Iteration 35Q: 3 clusters Score -1824490 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1824518.875000 Penalty: 3335.309082
	Iteration 36Q: 3 clusters Score -1824519 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1824536.625000 Penalty: 3335.309082
	Iteration 37Q: 3 clusters Score -1824537 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1824566.500000 Penalty: 3335.309082
	Iteration 38Q: 3 clusters Score -1824566 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1824579.750000 Penalty: 3335.309082
	Iteration 39Q: 3 clusters Score -1824580 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1824593.375000 Penalty: 3335.309082
	Iteration 40F: 3 clusters Score -1824593 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1824609.125000 Penalty: 3335.309082
	Iteration 41Q: 3 clusters Score -1824609 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1824622.625000 Penalty: 3335.309082
	Iteration 42Q: 3 clusters Score -1824623 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1824632.250000 Penalty: 3335.309082
	Iteration 43Q: 3 clusters Score -1824632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1824635.250000 Penalty: 3335.309082
	Iteration 44Q: 3 clusters Score -1824635 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1824643.375000 Penalty: 3335.309082
	Iteration 45Q: 3 clusters Score -1824643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1824659.875000 Penalty: 3335.309082
	Iteration 46Q: 3 clusters Score -1824660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1824670.750000 Penalty: 3335.309082
	Iteration 47Q: 3 clusters Score -1824671 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1824679.125000 Penalty: 3335.309082
	Iteration 48Q: 3 clusters Score -1824679 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1824690.125000 Penalty: 3335.309082
	Iteration 49Q: 3 clusters Score -1824690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1824705.375000 Penalty: 3335.309082
	Iteration 50Q: 3 clusters Score -1824705 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1824706.000000 Penalty: 3335.309082
	Iteration 51Q: 3 clusters Score -1824706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1824704.000000 Penalty: 3335.309082
	Iteration 52Q: 3 clusters Score -1824704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1824717.750000 Penalty: 3335.309082
	Iteration 53Q: 3 clusters Score -1824718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1824732.000000 Penalty: 3335.309082
	Iteration 54Q: 3 clusters Score -1824732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1824748.000000 Penalty: 3335.309082
	Iteration 55Q: 3 clusters Score -1824748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1824756.250000 Penalty: 3335.309082
	Iteration 56Q: 3 clusters Score -1824756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1824763.625000 Penalty: 3335.309082
	Iteration 57Q: 3 clusters Score -1824764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1824773.250000 Penalty: 3335.309082
	Iteration 58Q: 3 clusters Score -1824773 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1824778.750000 Penalty: 3335.309082
	Iteration 59Q: 3 clusters Score -1824779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1824788.375000 Penalty: 3335.309082
	Iteration 60F: 3 clusters Score -1824788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1824790.875000 Penalty: 3335.309082
	Iteration 61Q: 3 clusters Score -1824791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1824799.250000 Penalty: 3335.309082
	Iteration 62Q: 3 clusters Score -1824799 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1824807.125000 Penalty: 3335.309082
	Iteration 63Q: 3 clusters Score -1824807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1824819.125000 Penalty: 3335.309082
	Iteration 64Q: 3 clusters Score -1824819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1824821.375000 Penalty: 3335.309082
	Iteration 65Q: 3 clusters Score -1824821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1824828.000000 Penalty: 3335.309082
	Iteration 66Q: 3 clusters Score -1824828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1824839.000000 Penalty: 3335.309082
	Iteration 67Q: 3 clusters Score -1824839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1824847.000000 Penalty: 3335.309082
	Iteration 68Q: 3 clusters Score -1824847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1824849.125000 Penalty: 3335.309082
	Iteration 69Q: 3 clusters Score -1824849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1824848.000000 Penalty: 3335.309082
	Iteration 70Q: 3 clusters Score -1824848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1824859.375000 Penalty: 3335.309082
	Iteration 71Q: 3 clusters Score -1824859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1824867.625000 Penalty: 3335.309082
	Iteration 72Q: 3 clusters Score -1824868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1824876.000000 Penalty: 3335.309082
	Iteration 73Q: 3 clusters Score -1824876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1824891.250000 Penalty: 3335.309082
	Iteration 74Q: 3 clusters Score -1824891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1824894.750000 Penalty: 3335.309082
	Iteration 75Q: 3 clusters Score -1824895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1824905.500000 Penalty: 3335.309082
	Iteration 76Q: 3 clusters Score -1824906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1824908.750000 Penalty: 3335.309082
	Iteration 77Q: 3 clusters Score -1824909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1824914.625000 Penalty: 3335.309082
	Iteration 78Q: 3 clusters Score -1824915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1824915.875000 Penalty: 3335.309082
	Iteration 79Q: 3 clusters Score -1824916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1824918.875000 Penalty: 3335.309082
	Iteration 80F: 3 clusters Score -1824919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1824922.875000 Penalty: 3335.309082
	Iteration 81Q: 3 clusters Score -1824923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1824928.000000 Penalty: 3335.309082
	Iteration 82Q: 3 clusters Score -1824928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1824931.125000 Penalty: 3335.309082
	Iteration 83Q: 3 clusters Score -1824931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1824931.500000 Penalty: 3335.309082
	Iteration 84Q: 3 clusters Score -1824932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1824933.125000 Penalty: 3335.309082
	Iteration 85Q: 3 clusters Score -1824933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1824933.625000 Penalty: 3335.309082
	Iteration 86Q: 3 clusters Score -1824934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1824936.750000 Penalty: 3335.309082
	Iteration 87Q: 3 clusters Score -1824937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1824941.750000 Penalty: 3335.309082
	Iteration 88Q: 3 clusters Score -1824942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1824943.500000 Penalty: 3335.309082
	Iteration 89Q: 3 clusters Score -1824944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1824948.625000 Penalty: 3335.309082
	Iteration 90Q: 3 clusters Score -1824949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1824952.000000 Penalty: 3335.309082
	Iteration 91Q: 3 clusters Score -1824952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1824950.750000 Penalty: 3335.309082
	Iteration 92Q: 3 clusters Score -1824951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1824953.750000 Penalty: 3335.309082
	Iteration 93Q: 3 clusters Score -1824954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1824958.125000 Penalty: 3335.309082
	Iteration 94Q: 3 clusters Score -1824958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1824962.125000 Penalty: 3335.309082
	Iteration 95Q: 3 clusters Score -1824962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1824963.750000 Penalty: 3335.309082
	Iteration 96Q: 3 clusters Score -1824964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1824962.000000 Penalty: 3335.309082
	Iteration 97Q: 3 clusters Score -1824962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1824959.625000 Penalty: 3335.309082
	Iteration 98Q: 3 clusters Score -1824960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1824959.000000 Penalty: 3335.309082
	Iteration 99Q: 3 clusters Score -1824959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1824959.000000 Penalty: 3335.309082
	Iteration 100F: 3 clusters Score -1824959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Entering Unmasked Estep 
Score: -1162720.125000 Penalty: 1593.571045
	Iteration 0F: 2 clusters Score -1162720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1150171.000000 Penalty: 3187.142090
	Iteration 0F: 3 clusters Score -1150171 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1154705.500000 Penalty: 3187.142090
	Iteration 1F: 3 clusters Score -1154706 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1155033.875000 Penalty: 3187.142090
	Iteration 2F: 3 clusters Score -1155034 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1155327.750000 Penalty: 3187.142090
	Iteration 3Q: 3 clusters Score -1155328 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1155650.000000 Penalty: 3187.142090
	Iteration 4Q: 3 clusters Score -1155650 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1156072.250000 Penalty: 3187.142090
	Iteration 5Q: 3 clusters Score -1156072 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1156605.250000 Penalty: 3187.142090
	Iteration 6F: 3 clusters Score -1156605 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1157297.375000 Penalty: 3187.142090
	Iteration 7F: 3 clusters Score -1157297 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1158060.375000 Penalty: 3187.142090
	Iteration 8F: 3 clusters Score -1158060 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1158895.500000 Penalty: 3187.142090
	Iteration 9F: 3 clusters Score -1158896 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1159637.125000 Penalty: 3187.142090
	Iteration 10Q: 3 clusters Score -1159637 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1160199.750000 Penalty: 3187.142090
	Iteration 11Q: 3 clusters Score -1160200 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1160547.125000 Penalty: 3187.142090
	Iteration 12Q: 3 clusters Score -1160547 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1160769.000000 Penalty: 3187.142090
	Iteration 13Q: 3 clusters Score -1160769 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1160896.250000 Penalty: 3187.142090
	Iteration 14Q: 3 clusters Score -1160896 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1160978.750000 Penalty: 3187.142090
	Iteration 15Q: 3 clusters Score -1160979 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1161033.875000 Penalty: 3187.142090
	Iteration 16Q: 3 clusters Score -1161034 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1161076.000000 Penalty: 3187.142090
	Iteration 17Q: 3 clusters Score -1161076 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1161104.125000 Penalty: 3187.142090
	Iteration 18Q: 3 clusters Score -1161104 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1161139.625000 Penalty: 3187.142090
	Iteration 19Q: 3 clusters Score -1161140 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -1161164.875000 Penalty: 3187.142090
	Iteration 20F: 3 clusters Score -1161165 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1161183.250000 Penalty: 3187.142090
	Iteration 21Q: 3 clusters Score -1161183 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1161197.750000 Penalty: 3187.142090
	Iteration 22Q: 3 clusters Score -1161198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -1161207.500000 Penalty: 3187.142090
	Iteration 23Q: 3 clusters Score -1161208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -1161213.250000 Penalty: 3187.142090
	Iteration 24Q: 3 clusters Score -1161213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1161224.125000 Penalty: 3187.142090
	Iteration 25Q: 3 clusters Score -1161224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1161236.750000 Penalty: 3187.142090
	Iteration 26Q: 3 clusters Score -1161237 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1161249.875000 Penalty: 3187.142090
	Iteration 27Q: 3 clusters Score -1161250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1161262.000000 Penalty: 3187.142090
	Iteration 28Q: 3 clusters Score -1161262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1161267.125000 Penalty: 3187.142090
	Iteration 29Q: 3 clusters Score -1161267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -1161274.500000 Penalty: 3187.142090
	Iteration 30Q: 3 clusters Score -1161274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1161284.125000 Penalty: 3187.142090
	Iteration 31Q: 3 clusters Score -1161284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -1161292.875000 Penalty: 3187.142090
	Iteration 32Q: 3 clusters Score -1161293 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1161301.625000 Penalty: 3187.142090
	Iteration 33Q: 3 clusters Score -1161302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -1161308.125000 Penalty: 3187.142090
	Iteration 34Q: 3 clusters Score -1161308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -1161314.500000 Penalty: 3187.142090
	Iteration 35Q: 3 clusters Score -1161314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -1161322.500000 Penalty: 3187.142090
	Iteration 36Q: 3 clusters Score -1161322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -1161333.625000 Penalty: 3187.142090
	Iteration 37Q: 3 clusters Score -1161334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1161339.625000 Penalty: 3187.142090
	Iteration 38Q: 3 clusters Score -1161340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1161344.375000 Penalty: 3187.142090
	Iteration 39Q: 3 clusters Score -1161344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1161344.625000 Penalty: 3187.142090
	Iteration 40F: 3 clusters Score -1161345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1161347.375000 Penalty: 3187.142090
	Iteration 41Q: 3 clusters Score -1161347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1161355.000000 Penalty: 3187.142090
	Iteration 42Q: 3 clusters Score -1161355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1161360.625000 Penalty: 3187.142090
	Iteration 43Q: 3 clusters Score -1161361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1161366.750000 Penalty: 3187.142090
	Iteration 44Q: 3 clusters Score -1161367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1161372.500000 Penalty: 3187.142090
	Iteration 45Q: 3 clusters Score -1161372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -1161377.375000 Penalty: 3187.142090
	Iteration 46Q: 3 clusters Score -1161377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -1161380.375000 Penalty: 3187.142090
	Iteration 47Q: 3 clusters Score -1161380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1161383.125000 Penalty: 3187.142090
	Iteration 48Q: 3 clusters Score -1161383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1161389.875000 Penalty: 3187.142090
	Iteration 49Q: 3 clusters Score -1161390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1161392.750000 Penalty: 3187.142090
	Iteration 50Q: 3 clusters Score -1161393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -1161395.750000 Penalty: 3187.142090
	Iteration 51Q: 3 clusters Score -1161396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -1161397.125000 Penalty: 3187.142090
	Iteration 52Q: 3 clusters Score -1161397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -1161396.375000 Penalty: 3187.142090
	Iteration 53Q: 3 clusters Score -1161396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -1161396.500000 Penalty: 3187.142090
	Iteration 54Q: 3 clusters Score -1161396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -1161396.625000 Penalty: 3187.142090
	Iteration 55Q: 3 clusters Score -1161397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -1161396.625000 Penalty: 3187.142090
	Iteration 56F: 3 clusters Score -1161397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -91427.835938 Penalty: 1180.859497
	Iteration 0F: 2 clusters Score -91427.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -89691.203125 Penalty: 2361.718994
	Iteration 0F: 3 clusters Score -89691.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -90007.109375 Penalty: 2361.718994
	Iteration 1F: 3 clusters Score -90007.11 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -90102.140625 Penalty: 2361.718994
	Iteration 2F: 3 clusters Score -90102.14 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -90161.539062 Penalty: 2361.718994
	Iteration 3Q: 3 clusters Score -90161.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -90178.656250 Penalty: 2361.718994
	Iteration 4Q: 3 clusters Score -90178.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -90194.429688 Penalty: 2361.718994
	Iteration 5Q: 3 clusters Score -90194.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -90203.398438 Penalty: 2361.718994
	Iteration 6Q: 3 clusters Score -90203.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -90210.429688 Penalty: 2361.718994
	Iteration 7Q: 3 clusters Score -90210.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -90215.070312 Penalty: 2361.718994
	Iteration 8Q: 3 clusters Score -90215.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -90222.320312 Penalty: 2361.718994
	Iteration 9Q: 3 clusters Score -90222.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -90231.648438 Penalty: 2361.718994
	Iteration 10Q: 3 clusters Score -90231.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -90238.359375 Penalty: 2361.718994
	Iteration 11Q: 3 clusters Score -90238.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -90243.984375 Penalty: 2361.718994
	Iteration 12Q: 3 clusters Score -90243.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -90247.835938 Penalty: 2361.718994
	Iteration 13Q: 3 clusters Score -90247.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -90249.476562 Penalty: 2361.718994
	Iteration 14Q: 3 clusters Score -90249.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -90251.406250 Penalty: 2361.718994
	Iteration 15Q: 3 clusters Score -90251.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -90255.554688 Penalty: 2361.718994
	Iteration 16Q: 3 clusters Score -90255.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -90259.617188 Penalty: 2361.718994
	Iteration 17Q: 3 clusters Score -90259.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -90261.851562 Penalty: 2361.718994
	Iteration 18Q: 3 clusters Score -90261.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -90262.695312 Penalty: 2361.718994
	Iteration 19Q: 3 clusters Score -90262.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -90263.031250 Penalty: 2361.718994
	Iteration 20F: 3 clusters Score -90263.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -90263.585938 Penalty: 2361.718994
	Iteration 21Q: 3 clusters Score -90263.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -90264.343750 Penalty: 2361.718994
	Iteration 22Q: 3 clusters Score -90264.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -90264.343750 Penalty: 2361.718994
	Iteration 23F: 3 clusters Score -90264.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 885 members 
Mstep: Class 3 contains 9297 members 
Mstep: Class 5 contains 362407 members 
Mstep: Class 6 contains 11024 members 
Mstep: Class 9 contains 76410 members 
Mstep: Class 14 contains 16129 members 
Mstep: Class 15 contains 21833 members 
Mstep: Class 16 contains 96869 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 19 contains 16133 members 
Mstep: Class 21 contains 28638 members 
Mstep: Class 22 contains 18153 members 
Mstep: Class 23 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41776280.000000 Penalty: 34927.890625
Iteration 39Q: 17 clusters Score -4.177628e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 9337 members 
Mstep: Class 4 contains 18196 members 
Mstep: Class 5 contains 363314 members 
Mstep: Class 6 contains 11075 members 
Mstep: Class 7 contains 2516 members 
Mstep: Class 9 contains 72690 members 
Mstep: Class 14 contains 17224 members 
Mstep: Class 15 contains 21769 members 
Mstep: Class 16 contains 99348 members 
Mstep: Class 17 contains 1584 members 
Mstep: Class 19 contains 16016 members 
Mstep: Class 21 contains 28468 members 
Mstep: Class 22 contains 18057 members 
Mstep: Class 23 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2166.907715 but Gain 2182.994141
Score: -41779656.000000 Penalty: 32744.896484
Iteration 40F: 16 clusters Score -4.177966e+07 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 893 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 18341 members 
Mstep: Class 5 contains 365188 members 
Mstep: Class 6 contains 11641 members 
Mstep: Class 7 contains 2560 members 
Mstep: Class 9 contains 68712 members 
Mstep: Class 14 contains 17841 members 
Mstep: Class 15 contains 21703 members 
Mstep: Class 16 contains 102153 members 
Mstep: Class 19 contains 15909 members 
Mstep: Class 21 contains 28273 members 
Mstep: Class 22 contains 17953 members 
Mstep: Class 23 contains 1414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41784216.000000 Penalty: 32744.896484
Iteration 41Q: 16 clusters Score -4.178422e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 897 members 
Mstep: Class 3 contains 9326 members 
Mstep: Class 4 contains 18384 members 
Mstep: Class 5 contains 365967 members 
Mstep: Class 6 contains 11899 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 9 contains 64951 members 
Mstep: Class 14 contains 18209 members 
Mstep: Class 15 contains 21650 members 
Mstep: Class 16 contains 104922 members 
Mstep: Class 19 contains 15810 members 
Mstep: Class 21 contains 28064 members 
Mstep: Class 22 contains 17825 members 
Mstep: Class 23 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787592.000000 Penalty: 32744.896484
Iteration 42Q: 16 clusters Score -4.178759e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 903 members 
Mstep: Class 3 contains 9283 members 
Mstep: Class 4 contains 18391 members 
Mstep: Class 5 contains 366552 members 
Mstep: Class 6 contains 12061 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 9 contains 61748 members 
Mstep: Class 14 contains 18438 members 
Mstep: Class 15 contains 21588 members 
Mstep: Class 16 contains 107559 members 
Mstep: Class 19 contains 15738 members 
Mstep: Class 21 contains 27860 members 
Mstep: Class 22 contains 17716 members 
Mstep: Class 23 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41790704.000000 Penalty: 32744.896484
Iteration 43Q: 16 clusters Score -4.17907e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 907 members 
Mstep: Class 3 contains 9207 members 
Mstep: Class 4 contains 18364 members 
Mstep: Class 5 contains 366903 members 
Mstep: Class 6 contains 12172 members 
Mstep: Class 7 contains 2746 members 
Mstep: Class 9 contains 59242 members 
Mstep: Class 14 contains 18580 members 
Mstep: Class 15 contains 21523 members 
Mstep: Class 16 contains 109973 members 
Mstep: Class 19 contains 15664 members 
Mstep: Class 21 contains 27641 members 
Mstep: Class 22 contains 17602 members 
Mstep: Class 23 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41793012.000000 Penalty: 32744.896484
Iteration 44Q: 16 clusters Score -4.179301e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 911 members 
Mstep: Class 3 contains 9118 members 
Mstep: Class 4 contains 18328 members 
Mstep: Class 5 contains 367183 members 
Mstep: Class 6 contains 12248 members 
Mstep: Class 7 contains 2796 members 
Mstep: Class 9 contains 57281 members 
Mstep: Class 14 contains 18670 members 
Mstep: Class 15 contains 21451 members 
Mstep: Class 16 contains 111975 members 
Mstep: Class 19 contains 15600 members 
Mstep: Class 21 contains 27437 members 
Mstep: Class 22 contains 17510 members 
Mstep: Class 23 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794624.000000 Penalty: 32744.896484
Iteration 45Q: 16 clusters Score -4.179462e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 9030 members 
Mstep: Class 4 contains 18304 members 
Mstep: Class 5 contains 367370 members 
Mstep: Class 6 contains 12306 members 
Mstep: Class 7 contains 2838 members 
Mstep: Class 9 contains 55802 members 
Mstep: Class 14 contains 18701 members 
Mstep: Class 15 contains 21363 members 
Mstep: Class 16 contains 113610 members 
Mstep: Class 19 contains 15537 members 
Mstep: Class 21 contains 27280 members 
Mstep: Class 22 contains 17423 members 
Mstep: Class 23 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795096.000000 Penalty: 32744.896484
Iteration 46Q: 16 clusters Score -4.17951e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 8948 members 
Mstep: Class 4 contains 18286 members 
Mstep: Class 5 contains 367477 members 
Mstep: Class 6 contains 12365 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 9 contains 54751 members 
Mstep: Class 14 contains 18718 members 
Mstep: Class 15 contains 21271 members 
Mstep: Class 16 contains 114918 members 
Mstep: Class 19 contains 15478 members 
Mstep: Class 21 contains 27118 members 
Mstep: Class 22 contains 17335 members 
Mstep: Class 23 contains 1467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795256.000000 Penalty: 32744.896484
Iteration 47Q: 16 clusters Score -4.179526e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 8867 members 
Mstep: Class 4 contains 18255 members 
Mstep: Class 5 contains 367630 members 
Mstep: Class 6 contains 12418 members 
Mstep: Class 7 contains 2912 members 
Mstep: Class 9 contains 53935 members 
Mstep: Class 14 contains 18738 members 
Mstep: Class 15 contains 21193 members 
Mstep: Class 16 contains 115957 members 
Mstep: Class 19 contains 15416 members 
Mstep: Class 21 contains 26943 members 
Mstep: Class 22 contains 17257 members 
Mstep: Class 23 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795320.000000 Penalty: 32744.896484
Iteration 48Q: 16 clusters Score -4.179532e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 8814 members 
Mstep: Class 4 contains 18245 members 
Mstep: Class 5 contains 367710 members 
Mstep: Class 6 contains 12479 members 
Mstep: Class 7 contains 2940 members 
Mstep: Class 9 contains 53266 members 
Mstep: Class 14 contains 18746 members 
Mstep: Class 15 contains 21133 members 
Mstep: Class 16 contains 116830 members 
Mstep: Class 19 contains 15375 members 
Mstep: Class 21 contains 26773 members 
Mstep: Class 22 contains 17189 members 
Mstep: Class 23 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795656.000000 Penalty: 32744.896484
Iteration 49Q: 16 clusters Score -4.179566e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 920 members 
Mstep: Class 3 contains 8760 members 
Mstep: Class 4 contains 18224 members 
Mstep: Class 5 contains 367768 members 
Mstep: Class 6 contains 12527 members 
Mstep: Class 7 contains 2965 members 
Mstep: Class 9 contains 52753 members 
Mstep: Class 14 contains 18750 members 
Mstep: Class 15 contains 21086 members 
Mstep: Class 16 contains 117559 members 
Mstep: Class 19 contains 15344 members 
Mstep: Class 21 contains 26619 members 
Mstep: Class 22 contains 17133 members 
Mstep: Class 23 contains 1516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795780.000000 Penalty: 32744.896484
Iteration 50Q: 16 clusters Score -4.179578e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 920 members 
Mstep: Class 3 contains 8730 members 
Mstep: Class 4 contains 18208 members 
Mstep: Class 5 contains 367806 members 
Mstep: Class 6 contains 12566 members 
Mstep: Class 7 contains 2990 members 
Mstep: Class 9 contains 52329 members 
Mstep: Class 14 contains 18746 members 
Mstep: Class 15 contains 21040 members 
Mstep: Class 16 contains 118178 members 
Mstep: Class 19 contains 15319 members 
Mstep: Class 21 contains 26481 members 
Mstep: Class 22 contains 17088 members 
Mstep: Class 23 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795884.000000 Penalty: 32744.896484
Iteration 51Q: 16 clusters Score -4.179588e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 8705 members 
Mstep: Class 4 contains 18185 members 
Mstep: Class 5 contains 367817 members 
Mstep: Class 6 contains 12595 members 
Mstep: Class 7 contains 3009 members 
Mstep: Class 9 contains 51984 members 
Mstep: Class 14 contains 18747 members 
Mstep: Class 15 contains 21014 members 
Mstep: Class 16 contains 118706 members 
Mstep: Class 19 contains 15290 members 
Mstep: Class 21 contains 26365 members 
Mstep: Class 22 contains 17049 members 
Mstep: Class 23 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795984.000000 Penalty: 32744.896484
Iteration 52Q: 16 clusters Score -4.179598e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 8686 members 
Mstep: Class 4 contains 18162 members 
Mstep: Class 5 contains 367796 members 
Mstep: Class 6 contains 12632 members 
Mstep: Class 7 contains 3031 members 
Mstep: Class 9 contains 51686 members 
Mstep: Class 14 contains 18748 members 
Mstep: Class 15 contains 20982 members 
Mstep: Class 16 contains 119179 members 
Mstep: Class 19 contains 15287 members 
Mstep: Class 21 contains 26258 members 
Mstep: Class 22 contains 17009 members 
Mstep: Class 23 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795880.000000 Penalty: 32744.896484
Iteration 53Q: 16 clusters Score -4.179588e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 8678 members 
Mstep: Class 4 contains 18146 members 
Mstep: Class 5 contains 367793 members 
Mstep: Class 6 contains 12666 members 
Mstep: Class 7 contains 3047 members 
Mstep: Class 9 contains 51403 members 
Mstep: Class 14 contains 18752 members 
Mstep: Class 15 contains 20956 members 
Mstep: Class 16 contains 119593 members 
Mstep: Class 19 contains 15283 members 
Mstep: Class 21 contains 26161 members 
Mstep: Class 22 contains 16968 members 
Mstep: Class 23 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795928.000000 Penalty: 32744.896484
Iteration 54Q: 16 clusters Score -4.179593e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 8669 members 
Mstep: Class 4 contains 18132 members 
Mstep: Class 5 contains 367807 members 
Mstep: Class 6 contains 12687 members 
Mstep: Class 7 contains 3059 members 
Mstep: Class 9 contains 51166 members 
Mstep: Class 14 contains 18751 members 
Mstep: Class 15 contains 20944 members 
Mstep: Class 16 contains 119954 members 
Mstep: Class 19 contains 15276 members 
Mstep: Class 21 contains 26065 members 
Mstep: Class 22 contains 16927 members 
Mstep: Class 23 contains 1568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795900.000000 Penalty: 32744.896484
Iteration 55Q: 16 clusters Score -4.17959e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 8658 members 
Mstep: Class 4 contains 18126 members 
Mstep: Class 5 contains 367811 members 
Mstep: Class 6 contains 12715 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 9 contains 50969 members 
Mstep: Class 14 contains 18751 members 
Mstep: Class 15 contains 20935 members 
Mstep: Class 16 contains 120278 members 
Mstep: Class 19 contains 15275 members 
Mstep: Class 21 contains 25958 members 
Mstep: Class 22 contains 16886 members 
Mstep: Class 23 contains 1577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795832.000000 Penalty: 32744.896484
Iteration 56Q: 16 clusters Score -4.179583e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 8650 members 
Mstep: Class 4 contains 18121 members 
Mstep: Class 5 contains 367828 members 
Mstep: Class 6 contains 12744 members 
Mstep: Class 7 contains 3074 members 
Mstep: Class 9 contains 50815 members 
Mstep: Class 14 contains 18749 members 
Mstep: Class 15 contains 20925 members 
Mstep: Class 16 contains 120533 members 
Mstep: Class 19 contains 15273 members 
Mstep: Class 21 contains 25870 members 
Mstep: Class 22 contains 16839 members 
Mstep: Class 23 contains 1584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795932.000000 Penalty: 32744.896484
Iteration 57Q: 16 clusters Score -4.179593e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 8640 members 
Mstep: Class 4 contains 18109 members 
Mstep: Class 5 contains 367841 members 
Mstep: Class 6 contains 12776 members 
Mstep: Class 7 contains 3082 members 
Mstep: Class 9 contains 50675 members 
Mstep: Class 14 contains 18745 members 
Mstep: Class 15 contains 20901 members 
Mstep: Class 16 contains 120794 members 
Mstep: Class 19 contains 15269 members 
Mstep: Class 21 contains 25782 members 
Mstep: Class 22 contains 16797 members 
Mstep: Class 23 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795964.000000 Penalty: 32744.896484
Iteration 58Q: 16 clusters Score -4.179596e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 8624 members 
Mstep: Class 4 contains 18101 members 
Mstep: Class 5 contains 367854 members 
Mstep: Class 6 contains 12798 members 
Mstep: Class 7 contains 3089 members 
Mstep: Class 9 contains 50554 members 
Mstep: Class 14 contains 18745 members 
Mstep: Class 15 contains 20879 members 
Mstep: Class 16 contains 121034 members 
Mstep: Class 19 contains 15264 members 
Mstep: Class 21 contains 25694 members 
Mstep: Class 22 contains 16766 members 
Mstep: Class 23 contains 1603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795944.000000 Penalty: 32744.896484
Iteration 59Q: 16 clusters Score -4.179594e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 8609 members 
Mstep: Class 4 contains 18087 members 
Mstep: Class 5 contains 367842 members 
Mstep: Class 6 contains 12819 members 
Mstep: Class 7 contains 3094 members 
Mstep: Class 9 contains 50457 members 
Mstep: Class 14 contains 18744 members 
Mstep: Class 15 contains 20863 members 
Mstep: Class 16 contains 121282 members 
Mstep: Class 19 contains 15258 members 
Mstep: Class 21 contains 25606 members 
Mstep: Class 22 contains 16735 members 
Mstep: Class 23 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796116.000000 Penalty: 32744.896484
Iteration 60F: 16 clusters Score -4.179612e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 8594 members 
Mstep: Class 4 contains 18070 members 
Mstep: Class 5 contains 367830 members 
Mstep: Class 6 contains 12837 members 
Mstep: Class 7 contains 3095 members 
Mstep: Class 9 contains 50358 members 
Mstep: Class 14 contains 18750 members 
Mstep: Class 15 contains 20850 members 
Mstep: Class 16 contains 121522 members 
Mstep: Class 19 contains 15250 members 
Mstep: Class 21 contains 25524 members 
Mstep: Class 22 contains 16707 members 
Mstep: Class 23 contains 1618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796112.000000 Penalty: 32744.896484
Iteration 61Q: 16 clusters Score -4.179611e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 8580 members 
Mstep: Class 4 contains 18057 members 
Mstep: Class 5 contains 367818 members 
Mstep: Class 6 contains 12849 members 
Mstep: Class 7 contains 3097 members 
Mstep: Class 9 contains 50243 members 
Mstep: Class 14 contains 18755 members 
Mstep: Class 15 contains 20836 members 
Mstep: Class 16 contains 121752 members 
Mstep: Class 19 contains 15248 members 
Mstep: Class 21 contains 25453 members 
Mstep: Class 22 contains 16681 members 
Mstep: Class 23 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796156.000000 Penalty: 32744.896484
Iteration 62Q: 16 clusters Score -4.179616e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 8572 members 
Mstep: Class 4 contains 18050 members 
Mstep: Class 5 contains 367786 members 
Mstep: Class 6 contains 12863 members 
Mstep: Class 7 contains 3098 members 
Mstep: Class 9 contains 50137 members 
Mstep: Class 14 contains 18758 members 
Mstep: Class 15 contains 20823 members 
Mstep: Class 16 contains 121967 members 
Mstep: Class 19 contains 15236 members 
Mstep: Class 21 contains 25391 members 
Mstep: Class 22 contains 16661 members 
Mstep: Class 23 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796224.000000 Penalty: 32744.896484
Iteration 63Q: 16 clusters Score -4.179622e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 8567 members 
Mstep: Class 4 contains 18035 members 
Mstep: Class 5 contains 367761 members 
Mstep: Class 6 contains 12870 members 
Mstep: Class 7 contains 3098 members 
Mstep: Class 9 contains 50049 members 
Mstep: Class 14 contains 18759 members 
Mstep: Class 15 contains 20812 members 
Mstep: Class 16 contains 122162 members 
Mstep: Class 19 contains 15233 members 
Mstep: Class 21 contains 25340 members 
Mstep: Class 22 contains 16645 members 
Mstep: Class 23 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796164.000000 Penalty: 32744.896484
Iteration 64Q: 16 clusters Score -4.179616e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 8560 members 
Mstep: Class 4 contains 18019 members 
Mstep: Class 5 contains 367718 members 
Mstep: Class 6 contains 12879 members 
Mstep: Class 7 contains 3099 members 
Mstep: Class 9 contains 49973 members 
Mstep: Class 14 contains 18760 members 
Mstep: Class 15 contains 20799 members 
Mstep: Class 16 contains 122363 members 
Mstep: Class 19 contains 15236 members 
Mstep: Class 21 contains 25294 members 
Mstep: Class 22 contains 16626 members 
Mstep: Class 23 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796224.000000 Penalty: 32744.896484
Iteration 65Q: 16 clusters Score -4.179622e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 8557 members 
Mstep: Class 4 contains 18004 members 
Mstep: Class 5 contains 367676 members 
Mstep: Class 6 contains 12888 members 
Mstep: Class 7 contains 3101 members 
Mstep: Class 9 contains 49903 members 
Mstep: Class 14 contains 18759 members 
Mstep: Class 15 contains 20790 members 
Mstep: Class 16 contains 122548 members 
Mstep: Class 19 contains 15236 members 
Mstep: Class 21 contains 25258 members 
Mstep: Class 22 contains 16606 members 
Mstep: Class 23 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796200.000000 Penalty: 32744.896484
Iteration 66Q: 16 clusters Score -4.17962e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 8551 members 
Mstep: Class 4 contains 17992 members 
Mstep: Class 5 contains 367652 members 
Mstep: Class 6 contains 12891 members 
Mstep: Class 7 contains 3105 members 
Mstep: Class 9 contains 49829 members 
Mstep: Class 14 contains 18756 members 
Mstep: Class 15 contains 20786 members 
Mstep: Class 16 contains 122718 members 
Mstep: Class 19 contains 15236 members 
Mstep: Class 21 contains 25220 members 
Mstep: Class 22 contains 16587 members 
Mstep: Class 23 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796184.000000 Penalty: 32744.896484
Iteration 67Q: 16 clusters Score -4.179618e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 8543 members 
Mstep: Class 4 contains 17984 members 
Mstep: Class 5 contains 367628 members 
Mstep: Class 6 contains 12898 members 
Mstep: Class 7 contains 3109 members 
Mstep: Class 9 contains 49766 members 
Mstep: Class 14 contains 18750 members 
Mstep: Class 15 contains 20781 members 
Mstep: Class 16 contains 122864 members 
Mstep: Class 19 contains 15235 members 
Mstep: Class 21 contains 25190 members 
Mstep: Class 22 contains 16572 members 
Mstep: Class 23 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796184.000000 Penalty: 32744.896484
Iteration 68Q: 16 clusters Score -4.179618e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 8536 members 
Mstep: Class 4 contains 17981 members 
Mstep: Class 5 contains 367600 members 
Mstep: Class 6 contains 12907 members 
Mstep: Class 7 contains 3113 members 
Mstep: Class 9 contains 49721 members 
Mstep: Class 14 contains 18751 members 
Mstep: Class 15 contains 20771 members 
Mstep: Class 16 contains 122987 members 
Mstep: Class 19 contains 15236 members 
Mstep: Class 21 contains 25158 members 
Mstep: Class 22 contains 16558 members 
Mstep: Class 23 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796164.000000 Penalty: 32744.896484
Iteration 69Q: 16 clusters Score -4.179616e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 8527 members 
Mstep: Class 4 contains 17978 members 
Mstep: Class 5 contains 367582 members 
Mstep: Class 6 contains 12912 members 
Mstep: Class 7 contains 3120 members 
Mstep: Class 9 contains 49685 members 
Mstep: Class 14 contains 18745 members 
Mstep: Class 15 contains 20766 members 
Mstep: Class 16 contains 123092 members 
Mstep: Class 19 contains 15236 members 
Mstep: Class 21 contains 25131 members 
Mstep: Class 22 contains 16543 members 
Mstep: Class 23 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796196.000000 Penalty: 32744.896484
Iteration 70Q: 16 clusters Score -4.17962e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 8517 members 
Mstep: Class 4 contains 17979 members 
Mstep: Class 5 contains 367541 members 
Mstep: Class 6 contains 12915 members 
Mstep: Class 7 contains 3125 members 
Mstep: Class 9 contains 49655 members 
Mstep: Class 14 contains 18741 members 
Mstep: Class 15 contains 20760 members 
Mstep: Class 16 contains 123205 members 
Mstep: Class 19 contains 15238 members 
Mstep: Class 21 contains 25106 members 
Mstep: Class 22 contains 16530 members 
Mstep: Class 23 contains 1692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796220.000000 Penalty: 32744.896484
Iteration 71Q: 16 clusters Score -4.179622e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 8512 members 
Mstep: Class 4 contains 17979 members 
Mstep: Class 5 contains 367494 members 
Mstep: Class 6 contains 12924 members 
Mstep: Class 7 contains 3130 members 
Mstep: Class 9 contains 49636 members 
Mstep: Class 14 contains 18736 members 
Mstep: Class 15 contains 20755 members 
Mstep: Class 16 contains 123303 members 
Mstep: Class 19 contains 15240 members 
Mstep: Class 21 contains 25080 members 
Mstep: Class 22 contains 16520 members 
Mstep: Class 23 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796172.000000 Penalty: 32744.896484
Iteration 72Q: 16 clusters Score -4.179617e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 8510 members 
Mstep: Class 4 contains 17977 members 
Mstep: Class 5 contains 367465 members 
Mstep: Class 6 contains 12931 members 
Mstep: Class 7 contains 3135 members 
Mstep: Class 9 contains 49614 members 
Mstep: Class 14 contains 18733 members 
Mstep: Class 15 contains 20753 members 
Mstep: Class 16 contains 123387 members 
Mstep: Class 19 contains 15236 members 
Mstep: Class 21 contains 25051 members 
Mstep: Class 22 contains 16514 members 
Mstep: Class 23 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796076.000000 Penalty: 32744.896484
Iteration 73Q: 16 clusters Score -4.179608e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 8506 members 
Mstep: Class 4 contains 17975 members 
Mstep: Class 5 contains 367444 members 
Mstep: Class 6 contains 12935 members 
Mstep: Class 7 contains 3137 members 
Mstep: Class 9 contains 49584 members 
Mstep: Class 14 contains 18735 members 
Mstep: Class 15 contains 20751 members 
Mstep: Class 16 contains 123465 members 
Mstep: Class 19 contains 15234 members 
Mstep: Class 21 contains 25030 members 
Mstep: Class 22 contains 16504 members 
Mstep: Class 23 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796044.000000 Penalty: 32744.896484
Iteration 74Q: 16 clusters Score -4.179604e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 8504 members 
Mstep: Class 4 contains 17971 members 
Mstep: Class 5 contains 367404 members 
Mstep: Class 6 contains 12942 members 
Mstep: Class 7 contains 3140 members 
Mstep: Class 9 contains 49557 members 
Mstep: Class 14 contains 18735 members 
Mstep: Class 15 contains 20749 members 
Mstep: Class 16 contains 123552 members 
Mstep: Class 19 contains 15235 members 
Mstep: Class 21 contains 25013 members 
Mstep: Class 22 contains 16492 members 
Mstep: Class 23 contains 1710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796112.000000 Penalty: 32744.896484
Iteration 75Q: 16 clusters Score -4.179611e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 8503 members 
Mstep: Class 4 contains 17968 members 
Mstep: Class 5 contains 367357 members 
Mstep: Class 6 contains 12948 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49532 members 
Mstep: Class 14 contains 18735 members 
Mstep: Class 15 contains 20747 members 
Mstep: Class 16 contains 123641 members 
Mstep: Class 19 contains 15237 members 
Mstep: Class 21 contains 24998 members 
Mstep: Class 22 contains 16477 members 
Mstep: Class 23 contains 1720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796128.000000 Penalty: 32744.896484
Iteration 76Q: 16 clusters Score -4.179613e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 8501 members 
Mstep: Class 4 contains 17967 members 
Mstep: Class 5 contains 367305 members 
Mstep: Class 6 contains 12951 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49505 members 
Mstep: Class 14 contains 18735 members 
Mstep: Class 15 contains 20748 members 
Mstep: Class 16 contains 123735 members 
Mstep: Class 19 contains 15238 members 
Mstep: Class 21 contains 24979 members 
Mstep: Class 22 contains 16470 members 
Mstep: Class 23 contains 1729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796140.000000 Penalty: 32744.896484
Iteration 77Q: 16 clusters Score -4.179614e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 8497 members 
Mstep: Class 4 contains 17964 members 
Mstep: Class 5 contains 367247 members 
Mstep: Class 6 contains 12958 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49482 members 
Mstep: Class 14 contains 18736 members 
Mstep: Class 15 contains 20744 members 
Mstep: Class 16 contains 123840 members 
Mstep: Class 19 contains 15236 members 
Mstep: Class 21 contains 24960 members 
Mstep: Class 22 contains 16465 members 
Mstep: Class 23 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796112.000000 Penalty: 32744.896484
Iteration 78Q: 16 clusters Score -4.179611e+07 nChanged 144
Entering ConstructFrom: 
Score: -41796112.000000 Penalty: 32744.896484
Entering ConstructFrom: 
Trying to split cluster 1 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -48141.316406 Penalty: 1079.615845
	Iteration 0F: 2 clusters Score -48141.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -46852.941406 Penalty: 2159.231689
	Iteration 0F: 3 clusters Score -46852.94 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -47040.839844 Penalty: 2159.231689
	Iteration 1F: 3 clusters Score -47040.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -47083.078125 Penalty: 2159.231689
	Iteration 2Q: 3 clusters Score -47083.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47110.507812 Penalty: 2159.231689
	Iteration 3Q: 3 clusters Score -47110.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -47128.968750 Penalty: 2159.231689
	Iteration 4Q: 3 clusters Score -47128.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -47135.285156 Penalty: 2159.231689
	Iteration 5Q: 3 clusters Score -47135.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -47135.656250 Penalty: 2159.231689
	Iteration 6Q: 3 clusters Score -47135.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -47135.656250 Penalty: 2159.231689
	Iteration 7F: 3 clusters Score -47135.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -55765.492188 Penalty: 1108.783936
	Iteration 0F: 2 clusters Score -55765.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -54364.390625 Penalty: 2217.567871
	Iteration 0F: 3 clusters Score -54364.39 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -54635.031250 Penalty: 2217.567871
	Iteration 1F: 3 clusters Score -54635.03 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -54718.296875 Penalty: 2217.567871
	Iteration 2F: 3 clusters Score -54718.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -54747.925781 Penalty: 2217.567871
	Iteration 3Q: 3 clusters Score -54747.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -54762.507812 Penalty: 2217.567871
	Iteration 4Q: 3 clusters Score -54762.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -54768.644531 Penalty: 2217.567871
	Iteration 5Q: 3 clusters Score -54768.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -54771.289062 Penalty: 2217.567871
	Iteration 6Q: 3 clusters Score -54771.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -54773.710938 Penalty: 2217.567871
	Iteration 7Q: 3 clusters Score -54773.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -54775.027344 Penalty: 2217.567871
	Iteration 8Q: 3 clusters Score -54775.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -54776.644531 Penalty: 2217.567871
	Iteration 9Q: 3 clusters Score -54776.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -54778.031250 Penalty: 2217.567871
	Iteration 10Q: 3 clusters Score -54778.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -54778.031250 Penalty: 2217.567871
	Iteration 11F: 3 clusters Score -54778.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Entering Unmasked Estep 
Score: -535357.937500 Penalty: 1470.098877
	Iteration 0F: 2 clusters Score -535357.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -529207.062500 Penalty: 2940.197754
	Iteration 0F: 3 clusters Score -529207.1 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -531324.750000 Penalty: 2940.197754
	Iteration 1F: 3 clusters Score -531324.8 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -531831.875000 Penalty: 2940.197754
	Iteration 2F: 3 clusters Score -531831.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -532312.187500 Penalty: 2940.197754
	Iteration 3F: 3 clusters Score -532312.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -532742.625000 Penalty: 2940.197754
	Iteration 4F: 3 clusters Score -532742.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -533094.937500 Penalty: 2940.197754
	Iteration 5F: 3 clusters Score -533094.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -533342.312500 Penalty: 2940.197754
	Iteration 6Q: 3 clusters Score -533342.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -533501.312500 Penalty: 2940.197754
	Iteration 7Q: 3 clusters Score -533501.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -533621.875000 Penalty: 2940.197754
	Iteration 8Q: 3 clusters Score -533621.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -533707.437500 Penalty: 2940.197754
	Iteration 9Q: 3 clusters Score -533707.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -533778.875000 Penalty: 2940.197754
	Iteration 10Q: 3 clusters Score -533778.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -533838.187500 Penalty: 2940.197754
	Iteration 11Q: 3 clusters Score -533838.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -533895.750000 Penalty: 2940.197754
	Iteration 12Q: 3 clusters Score -533895.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -533955.125000 Penalty: 2940.197754
	Iteration 13Q: 3 clusters Score -533955.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -534020.312500 Penalty: 2940.197754
	Iteration 14Q: 3 clusters Score -534020.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -534103.000000 Penalty: 2940.197754
	Iteration 15Q: 3 clusters Score -534103 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -534212.062500 Penalty: 2940.197754
	Iteration 16Q: 3 clusters Score -534212.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -534304.125000 Penalty: 2940.197754
	Iteration 17Q: 3 clusters Score -534304.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -534382.375000 Penalty: 2940.197754
	Iteration 18Q: 3 clusters Score -534382.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -534456.625000 Penalty: 2940.197754
	Iteration 19Q: 3 clusters Score -534456.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -534533.937500 Penalty: 2940.197754
	Iteration 20F: 3 clusters Score -534533.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -534600.500000 Penalty: 2940.197754
	Iteration 21Q: 3 clusters Score -534600.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -534663.812500 Penalty: 2940.197754
	Iteration 22Q: 3 clusters Score -534663.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -534708.187500 Penalty: 2940.197754
	Iteration 23Q: 3 clusters Score -534708.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -534749.937500 Penalty: 2940.197754
	Iteration 24Q: 3 clusters Score -534749.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -534791.562500 Penalty: 2940.197754
	Iteration 25Q: 3 clusters Score -534791.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -534834.937500 Penalty: 2940.197754
	Iteration 26Q: 3 clusters Score -534834.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -534858.750000 Penalty: 2940.197754
	Iteration 27Q: 3 clusters Score -534858.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -534878.937500 Penalty: 2940.197754
	Iteration 28Q: 3 clusters Score -534878.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -534899.375000 Penalty: 2940.197754
	Iteration 29Q: 3 clusters Score -534899.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -534919.062500 Penalty: 2940.197754
	Iteration 30Q: 3 clusters Score -534919.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -534932.875000 Penalty: 2940.197754
	Iteration 31Q: 3 clusters Score -534932.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -534952.687500 Penalty: 2940.197754
	Iteration 32Q: 3 clusters Score -534952.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -534968.500000 Penalty: 2940.197754
	Iteration 33Q: 3 clusters Score -534968.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -534987.812500 Penalty: 2940.197754
	Iteration 34Q: 3 clusters Score -534987.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -535007.000000 Penalty: 2940.197754
	Iteration 35Q: 3 clusters Score -535007 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -535019.750000 Penalty: 2940.197754
	Iteration 36Q: 3 clusters Score -535019.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -535026.500000 Penalty: 2940.197754
	Iteration 37Q: 3 clusters Score -535026.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -535031.937500 Penalty: 2940.197754
	Iteration 38Q: 3 clusters Score -535031.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -535040.937500 Penalty: 2940.197754
	Iteration 39Q: 3 clusters Score -535040.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -535048.562500 Penalty: 2940.197754
	Iteration 40F: 3 clusters Score -535048.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -535057.437500 Penalty: 2940.197754
	Iteration 41Q: 3 clusters Score -535057.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -535068.687500 Penalty: 2940.197754
	Iteration 42Q: 3 clusters Score -535068.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -535082.375000 Penalty: 2940.197754
	Iteration 43Q: 3 clusters Score -535082.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -535093.812500 Penalty: 2940.197754
	Iteration 44Q: 3 clusters Score -535093.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -535106.250000 Penalty: 2940.197754
	Iteration 45Q: 3 clusters Score -535106.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -535119.937500 Penalty: 2940.197754
	Iteration 46Q: 3 clusters Score -535119.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -535133.562500 Penalty: 2940.197754
	Iteration 47Q: 3 clusters Score -535133.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -535149.125000 Penalty: 2940.197754
	Iteration 48Q: 3 clusters Score -535149.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -535162.625000 Penalty: 2940.197754
	Iteration 49Q: 3 clusters Score -535162.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -535174.687500 Penalty: 2940.197754
	Iteration 50Q: 3 clusters Score -535174.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -535179.875000 Penalty: 2940.197754
	Iteration 51Q: 3 clusters Score -535179.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -535185.812500 Penalty: 2940.197754
	Iteration 52Q: 3 clusters Score -535185.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -535190.750000 Penalty: 2940.197754
	Iteration 53Q: 3 clusters Score -535190.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -535197.375000 Penalty: 2940.197754
	Iteration 54Q: 3 clusters Score -535197.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -535206.125000 Penalty: 2940.197754
	Iteration 55Q: 3 clusters Score -535206.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -535214.437500 Penalty: 2940.197754
	Iteration 56Q: 3 clusters Score -535214.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -535221.937500 Penalty: 2940.197754
	Iteration 57Q: 3 clusters Score -535221.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -535227.500000 Penalty: 2940.197754
	Iteration 58Q: 3 clusters Score -535227.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -535229.562500 Penalty: 2940.197754
	Iteration 59Q: 3 clusters Score -535229.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -535234.125000 Penalty: 2940.197754
	Iteration 60F: 3 clusters Score -535234.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -535235.437500 Penalty: 2940.197754
	Iteration 61Q: 3 clusters Score -535235.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -535236.750000 Penalty: 2940.197754
	Iteration 62Q: 3 clusters Score -535236.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -535238.812500 Penalty: 2940.197754
	Iteration 63Q: 3 clusters Score -535238.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -535238.875000 Penalty: 2940.197754
	Iteration 64Q: 3 clusters Score -535238.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -535240.250000 Penalty: 2940.197754
	Iteration 65Q: 3 clusters Score -535240.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -535242.687500 Penalty: 2940.197754
	Iteration 66Q: 3 clusters Score -535242.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -535243.187500 Penalty: 2940.197754
	Iteration 67Q: 3 clusters Score -535243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -535243.812500 Penalty: 2940.197754
	Iteration 68Q: 3 clusters Score -535243.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -535243.812500 Penalty: 2940.197754
	Iteration 69F: 3 clusters Score -535243.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Entering Unmasked Estep 
Score: -1154175.625000 Penalty: 1591.870361
	Iteration 0F: 2 clusters Score -1154176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1141781.750000 Penalty: 3183.740723
	Iteration 0F: 3 clusters Score -1141782 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1146180.750000 Penalty: 3183.740723
	Iteration 1F: 3 clusters Score -1146181 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1146473.875000 Penalty: 3183.740723
	Iteration 2Q: 3 clusters Score -1146474 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1146731.250000 Penalty: 3183.740723
	Iteration 3Q: 3 clusters Score -1146731 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1146991.750000 Penalty: 3183.740723
	Iteration 4Q: 3 clusters Score -1146992 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1147291.750000 Penalty: 3183.740723
	Iteration 5Q: 3 clusters Score -1147292 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1147701.875000 Penalty: 3183.740723
	Iteration 6Q: 3 clusters Score -1147702 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1148239.625000 Penalty: 3183.740723
	Iteration 7F: 3 clusters Score -1148240 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1148982.750000 Penalty: 3183.740723
	Iteration 8F: 3 clusters Score -1148983 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1149847.625000 Penalty: 3183.740723
	Iteration 9F: 3 clusters Score -1149848 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1150757.750000 Penalty: 3183.740723
	Iteration 10F: 3 clusters Score -1150758 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1151512.875000 Penalty: 3183.740723
	Iteration 11Q: 3 clusters Score -1151513 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1152029.500000 Penalty: 3183.740723
	Iteration 12Q: 3 clusters Score -1152030 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1152351.250000 Penalty: 3183.740723
	Iteration 13Q: 3 clusters Score -1152351 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1152519.875000 Penalty: 3183.740723
	Iteration 14Q: 3 clusters Score -1152520 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1152612.500000 Penalty: 3183.740723
	Iteration 15Q: 3 clusters Score -1152612 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1152676.375000 Penalty: 3183.740723
	Iteration 16Q: 3 clusters Score -1152676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1152713.625000 Penalty: 3183.740723
	Iteration 17Q: 3 clusters Score -1152714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1152746.000000 Penalty: 3183.740723
	Iteration 18Q: 3 clusters Score -1152746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1152759.125000 Penalty: 3183.740723
	Iteration 19Q: 3 clusters Score -1152759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1152780.875000 Penalty: 3183.740723
	Iteration 20F: 3 clusters Score -1152781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1152793.250000 Penalty: 3183.740723
	Iteration 21Q: 3 clusters Score -1152793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1152797.875000 Penalty: 3183.740723
	Iteration 22Q: 3 clusters Score -1152798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1152805.000000 Penalty: 3183.740723
	Iteration 23Q: 3 clusters Score -1152805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1152810.375000 Penalty: 3183.740723
	Iteration 24Q: 3 clusters Score -1152810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1152817.000000 Penalty: 3183.740723
	Iteration 25Q: 3 clusters Score -1152817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1152818.000000 Penalty: 3183.740723
	Iteration 26Q: 3 clusters Score -1152818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1152820.250000 Penalty: 3183.740723
	Iteration 27Q: 3 clusters Score -1152820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1152825.000000 Penalty: 3183.740723
	Iteration 28Q: 3 clusters Score -1152825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1152826.750000 Penalty: 3183.740723
	Iteration 29Q: 3 clusters Score -1152827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1152833.250000 Penalty: 3183.740723
	Iteration 30Q: 3 clusters Score -1152833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1152835.125000 Penalty: 3183.740723
	Iteration 31Q: 3 clusters Score -1152835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1152835.125000 Penalty: 3183.740723
	Iteration 32F: 3 clusters Score -1152835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (367210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367210 members 
Entering Unmasked Estep 
Score: -22780086.000000 Penalty: 2082.224609
	Iteration 0F: 2 clusters Score -2.278009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183801 members 
Mstep: Class 2 contains 183409 members 
Entering Unmasked Estep 
Score: -22532018.000000 Penalty: 4164.449219
	Iteration 0F: 3 clusters Score -2.253202e+07 nChanged 179580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188511 members 
Mstep: Class 2 contains 178699 members 
Entering Unmasked Estep 
Score: -22639814.000000 Penalty: 4164.449219
	Iteration 1F: 3 clusters Score -2.263981e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190867 members 
Mstep: Class 2 contains 176343 members 
Entering Unmasked Estep 
Score: -22641196.000000 Penalty: 4164.449219
	Iteration 2Q: 3 clusters Score -2.26412e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194744 members 
Mstep: Class 2 contains 172466 members 
Entering Unmasked Estep 
Score: -22642900.000000 Penalty: 4164.449219
	Iteration 3Q: 3 clusters Score -2.26429e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200995 members 
Mstep: Class 2 contains 166215 members 
Entering Unmasked Estep 
Score: -22645548.000000 Penalty: 4164.449219
	Iteration 4Q: 3 clusters Score -2.264555e+07 nChanged 12156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210697 members 
Mstep: Class 2 contains 156513 members 
Entering Unmasked Estep 
Score: -22650034.000000 Penalty: 4164.449219
	Iteration 5Q: 3 clusters Score -2.265003e+07 nChanged 16308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225813 members 
Mstep: Class 2 contains 141397 members 
Entering Unmasked Estep 
Score: -22657992.000000 Penalty: 4164.449219
	Iteration 6Q: 3 clusters Score -2.265799e+07 nChanged 22198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247599 members 
Mstep: Class 2 contains 119611 members 
Entering Unmasked Estep 
Score: -22672156.000000 Penalty: 4164.449219
	Iteration 7F: 3 clusters Score -2.267216e+07 nChanged 28706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276239 members 
Mstep: Class 2 contains 90971 members 
Entering Unmasked Estep 
Score: -22694912.000000 Penalty: 4164.449219
	Iteration 8F: 3 clusters Score -2.269491e+07 nChanged 31869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308104 members 
Mstep: Class 2 contains 59106 members 
Entering Unmasked Estep 
Score: -22723948.000000 Penalty: 4164.449219
	Iteration 9F: 3 clusters Score -2.272395e+07 nChanged 27738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335842 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -22750240.000000 Penalty: 4164.449219
	Iteration 10F: 3 clusters Score -2.275024e+07 nChanged 18011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353853 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -22766828.000000 Penalty: 4164.449219
	Iteration 11Q: 3 clusters Score -2.276683e+07 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362403 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -22774364.000000 Penalty: 4164.449219
	Iteration 12Q: 3 clusters Score -2.277436e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365550 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -22776968.000000 Penalty: 4164.449219
	Iteration 13Q: 3 clusters Score -2.277697e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366521 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -22777724.000000 Penalty: 4164.449219
	Iteration 14Q: 3 clusters Score -2.277772e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366825 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -22778000.000000 Penalty: 4164.449219
	Iteration 15Q: 3 clusters Score -2.2778e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366933 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22778124.000000 Penalty: 4164.449219
	Iteration 16Q: 3 clusters Score -2.277812e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366974 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22778162.000000 Penalty: 4164.449219
	Iteration 17Q: 3 clusters Score -2.277816e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366992 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22778182.000000 Penalty: 4164.449219
	Iteration 18Q: 3 clusters Score -2.277818e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367009 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22778212.000000 Penalty: 4164.449219
	Iteration 19Q: 3 clusters Score -2.277821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367020 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22778236.000000 Penalty: 4164.449219
	Iteration 20F: 3 clusters Score -2.277824e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367024 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22778252.000000 Penalty: 4164.449219
	Iteration 21Q: 3 clusters Score -2.277825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367028 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22778272.000000 Penalty: 4164.449219
	Iteration 22Q: 3 clusters Score -2.277827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367029 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22778270.000000 Penalty: 4164.449219
	Iteration 23Q: 3 clusters Score -2.277827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367025 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22778288.000000 Penalty: 4164.449219
	Iteration 24Q: 3 clusters Score -2.277829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367030 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -22778294.000000 Penalty: 4164.449219
	Iteration 25Q: 3 clusters Score -2.277829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367029 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22778296.000000 Penalty: 4164.449219
	Iteration 26Q: 3 clusters Score -2.27783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367029 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22778296.000000 Penalty: 4164.449219
	Iteration 27F: 3 clusters Score -2.27783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Entering Unmasked Estep 
Score: -843526.937500 Penalty: 1538.838745
	Iteration 0F: 2 clusters Score -843526.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -834464.750000 Penalty: 3077.677490
	Iteration 0F: 3 clusters Score -834464.8 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -837468.687500 Penalty: 3077.677490
	Iteration 1F: 3 clusters Score -837468.7 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -837730.187500 Penalty: 3077.677490
	Iteration 2F: 3 clusters Score -837730.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -837952.500000 Penalty: 3077.677490
	Iteration 3Q: 3 clusters Score -837952.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -838137.000000 Penalty: 3077.677490
	Iteration 4Q: 3 clusters Score -838137 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -838324.562500 Penalty: 3077.677490
	Iteration 5Q: 3 clusters Score -838324.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -838544.812500 Penalty: 3077.677490
	Iteration 6Q: 3 clusters Score -838544.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -838807.250000 Penalty: 3077.677490
	Iteration 7Q: 3 clusters Score -838807.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -839118.500000 Penalty: 3077.677490
	Iteration 8Q: 3 clusters Score -839118.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -839442.687500 Penalty: 3077.677490
	Iteration 9Q: 3 clusters Score -839442.7 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -839813.250000 Penalty: 3077.677490
	Iteration 10Q: 3 clusters Score -839813.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -840180.687500 Penalty: 3077.677490
	Iteration 11Q: 3 clusters Score -840180.7 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -840555.312500 Penalty: 3077.677490
	Iteration 12Q: 3 clusters Score -840555.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -840854.312500 Penalty: 3077.677490
	Iteration 13Q: 3 clusters Score -840854.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -841075.500000 Penalty: 3077.677490
	Iteration 14Q: 3 clusters Score -841075.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -841197.000000 Penalty: 3077.677490
	Iteration 15Q: 3 clusters Score -841197 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -841277.500000 Penalty: 3077.677490
	Iteration 16Q: 3 clusters Score -841277.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -841335.187500 Penalty: 3077.677490
	Iteration 17Q: 3 clusters Score -841335.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -841377.062500 Penalty: 3077.677490
	Iteration 18Q: 3 clusters Score -841377.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -841407.562500 Penalty: 3077.677490
	Iteration 19Q: 3 clusters Score -841407.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -841440.375000 Penalty: 3077.677490
	Iteration 20F: 3 clusters Score -841440.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -841467.500000 Penalty: 3077.677490
	Iteration 21Q: 3 clusters Score -841467.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -841488.250000 Penalty: 3077.677490
	Iteration 22Q: 3 clusters Score -841488.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -841516.500000 Penalty: 3077.677490
	Iteration 23Q: 3 clusters Score -841516.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -841542.000000 Penalty: 3077.677490
	Iteration 24Q: 3 clusters Score -841542 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -841570.750000 Penalty: 3077.677490
	Iteration 25Q: 3 clusters Score -841570.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -841591.375000 Penalty: 3077.677490
	Iteration 26Q: 3 clusters Score -841591.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -841605.562500 Penalty: 3077.677490
	Iteration 27Q: 3 clusters Score -841605.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -841620.937500 Penalty: 3077.677490
	Iteration 28Q: 3 clusters Score -841620.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -841631.437500 Penalty: 3077.677490
	Iteration 29Q: 3 clusters Score -841631.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -841644.062500 Penalty: 3077.677490
	Iteration 30Q: 3 clusters Score -841644.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -841659.812500 Penalty: 3077.677490
	Iteration 31Q: 3 clusters Score -841659.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -841679.500000 Penalty: 3077.677490
	Iteration 32Q: 3 clusters Score -841679.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -841702.875000 Penalty: 3077.677490
	Iteration 33Q: 3 clusters Score -841702.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -841718.937500 Penalty: 3077.677490
	Iteration 34Q: 3 clusters Score -841718.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -841736.375000 Penalty: 3077.677490
	Iteration 35Q: 3 clusters Score -841736.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -841759.375000 Penalty: 3077.677490
	Iteration 36Q: 3 clusters Score -841759.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -841777.312500 Penalty: 3077.677490
	Iteration 37Q: 3 clusters Score -841777.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -841797.250000 Penalty: 3077.677490
	Iteration 38Q: 3 clusters Score -841797.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -841818.000000 Penalty: 3077.677490
	Iteration 39Q: 3 clusters Score -841818 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -841840.812500 Penalty: 3077.677490
	Iteration 40F: 3 clusters Score -841840.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -841861.437500 Penalty: 3077.677490
	Iteration 41Q: 3 clusters Score -841861.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -841881.750000 Penalty: 3077.677490
	Iteration 42Q: 3 clusters Score -841881.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -841903.812500 Penalty: 3077.677490
	Iteration 43Q: 3 clusters Score -841903.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -841928.187500 Penalty: 3077.677490
	Iteration 44Q: 3 clusters Score -841928.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -841950.812500 Penalty: 3077.677490
	Iteration 45Q: 3 clusters Score -841950.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -841976.187500 Penalty: 3077.677490
	Iteration 46Q: 3 clusters Score -841976.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -841998.875000 Penalty: 3077.677490
	Iteration 47Q: 3 clusters Score -841998.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -842020.187500 Penalty: 3077.677490
	Iteration 48Q: 3 clusters Score -842020.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -842030.500000 Penalty: 3077.677490
	Iteration 49Q: 3 clusters Score -842030.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -842045.187500 Penalty: 3077.677490
	Iteration 50Q: 3 clusters Score -842045.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -842058.750000 Penalty: 3077.677490
	Iteration 51Q: 3 clusters Score -842058.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -842077.812500 Penalty: 3077.677490
	Iteration 52Q: 3 clusters Score -842077.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -842090.125000 Penalty: 3077.677490
	Iteration 53Q: 3 clusters Score -842090.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -842102.250000 Penalty: 3077.677490
	Iteration 54Q: 3 clusters Score -842102.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -842119.375000 Penalty: 3077.677490
	Iteration 55Q: 3 clusters Score -842119.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -842129.875000 Penalty: 3077.677490
	Iteration 56Q: 3 clusters Score -842129.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -842144.312500 Penalty: 3077.677490
	Iteration 57Q: 3 clusters Score -842144.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -842154.437500 Penalty: 3077.677490
	Iteration 58Q: 3 clusters Score -842154.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -842162.187500 Penalty: 3077.677490
	Iteration 59Q: 3 clusters Score -842162.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -842167.062500 Penalty: 3077.677490
	Iteration 60F: 3 clusters Score -842167.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -842175.750000 Penalty: 3077.677490
	Iteration 61Q: 3 clusters Score -842175.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -842181.375000 Penalty: 3077.677490
	Iteration 62Q: 3 clusters Score -842181.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -842185.375000 Penalty: 3077.677490
	Iteration 63Q: 3 clusters Score -842185.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -842195.437500 Penalty: 3077.677490
	Iteration 64Q: 3 clusters Score -842195.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -842200.187500 Penalty: 3077.677490
	Iteration 65Q: 3 clusters Score -842200.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -842204.875000 Penalty: 3077.677490
	Iteration 66Q: 3 clusters Score -842204.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -842206.562500 Penalty: 3077.677490
	Iteration 67Q: 3 clusters Score -842206.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -842209.625000 Penalty: 3077.677490
	Iteration 68Q: 3 clusters Score -842209.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -842210.625000 Penalty: 3077.677490
	Iteration 69Q: 3 clusters Score -842210.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -842214.625000 Penalty: 3077.677490
	Iteration 70Q: 3 clusters Score -842214.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -842216.312500 Penalty: 3077.677490
	Iteration 71Q: 3 clusters Score -842216.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -842215.125000 Penalty: 3077.677490
	Iteration 72Q: 3 clusters Score -842215.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -842215.187500 Penalty: 3077.677490
	Iteration 73Q: 3 clusters Score -842215.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -842217.625000 Penalty: 3077.677490
	Iteration 74Q: 3 clusters Score -842217.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -842217.875000 Penalty: 3077.677490
	Iteration 75Q: 3 clusters Score -842217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -842219.750000 Penalty: 3077.677490
	Iteration 76Q: 3 clusters Score -842219.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -842220.625000 Penalty: 3077.677490
	Iteration 77Q: 3 clusters Score -842220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -842219.875000 Penalty: 3077.677490
	Iteration 78Q: 3 clusters Score -842219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -842221.062500 Penalty: 3077.677490
	Iteration 79Q: 3 clusters Score -842221.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -842219.125000 Penalty: 3077.677490
	Iteration 80F: 3 clusters Score -842219.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -842220.687500 Penalty: 3077.677490
	Iteration 81Q: 3 clusters Score -842220.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -842223.437500 Penalty: 3077.677490
	Iteration 82Q: 3 clusters Score -842223.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -842224.000000 Penalty: 3077.677490
	Iteration 83Q: 3 clusters Score -842224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -842222.375000 Penalty: 3077.677490
	Iteration 84Q: 3 clusters Score -842222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -842224.437500 Penalty: 3077.677490
	Iteration 85Q: 3 clusters Score -842224.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -842223.937500 Penalty: 3077.677490
	Iteration 86Q: 3 clusters Score -842223.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -842225.937500 Penalty: 3077.677490
	Iteration 87Q: 3 clusters Score -842225.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -842225.437500 Penalty: 3077.677490
	Iteration 88Q: 3 clusters Score -842225.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -842226.937500 Penalty: 3077.677490
	Iteration 89Q: 3 clusters Score -842226.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -842229.812500 Penalty: 3077.677490
	Iteration 90Q: 3 clusters Score -842229.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -842231.875000 Penalty: 3077.677490
	Iteration 91Q: 3 clusters Score -842231.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -842230.937500 Penalty: 3077.677490
	Iteration 92Q: 3 clusters Score -842230.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -842230.937500 Penalty: 3077.677490
	Iteration 93F: 3 clusters Score -842230.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -176694.578125 Penalty: 1308.498169
	Iteration 0F: 2 clusters Score -176694.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -173929.593750 Penalty: 2616.996338
	Iteration 0F: 3 clusters Score -173929.6 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -174647.406250 Penalty: 2616.996338
	Iteration 1F: 3 clusters Score -174647.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -174821.812500 Penalty: 2616.996338
	Iteration 2F: 3 clusters Score -174821.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -174962.296875 Penalty: 2616.996338
	Iteration 3F: 3 clusters Score -174962.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -175065.390625 Penalty: 2616.996338
	Iteration 4Q: 3 clusters Score -175065.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -175130.828125 Penalty: 2616.996338
	Iteration 5Q: 3 clusters Score -175130.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -175176.656250 Penalty: 2616.996338
	Iteration 6Q: 3 clusters Score -175176.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -175211.656250 Penalty: 2616.996338
	Iteration 7Q: 3 clusters Score -175211.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -175250.843750 Penalty: 2616.996338
	Iteration 8Q: 3 clusters Score -175250.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -175288.125000 Penalty: 2616.996338
	Iteration 9Q: 3 clusters Score -175288.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -175333.500000 Penalty: 2616.996338
	Iteration 10Q: 3 clusters Score -175333.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -175375.468750 Penalty: 2616.996338
	Iteration 11Q: 3 clusters Score -175375.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -175424.015625 Penalty: 2616.996338
	Iteration 12Q: 3 clusters Score -175424 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -175483.437500 Penalty: 2616.996338
	Iteration 13Q: 3 clusters Score -175483.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -175554.562500 Penalty: 2616.996338
	Iteration 14Q: 3 clusters Score -175554.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -175644.093750 Penalty: 2616.996338
	Iteration 15Q: 3 clusters Score -175644.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -175768.843750 Penalty: 2616.996338
	Iteration 16Q: 3 clusters Score -175768.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -175896.281250 Penalty: 2616.996338
	Iteration 17Q: 3 clusters Score -175896.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -175992.937500 Penalty: 2616.996338
	Iteration 18Q: 3 clusters Score -175992.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -176046.703125 Penalty: 2616.996338
	Iteration 19Q: 3 clusters Score -176046.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -176110.218750 Penalty: 2616.996338
	Iteration 20F: 3 clusters Score -176110.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -176163.078125 Penalty: 2616.996338
	Iteration 21Q: 3 clusters Score -176163.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -176225.546875 Penalty: 2616.996338
	Iteration 22Q: 3 clusters Score -176225.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -176255.796875 Penalty: 2616.996338
	Iteration 23Q: 3 clusters Score -176255.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -176276.718750 Penalty: 2616.996338
	Iteration 24Q: 3 clusters Score -176276.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -176287.515625 Penalty: 2616.996338
	Iteration 25Q: 3 clusters Score -176287.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -176292.750000 Penalty: 2616.996338
	Iteration 26Q: 3 clusters Score -176292.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -176295.484375 Penalty: 2616.996338
	Iteration 27Q: 3 clusters Score -176295.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -176299.171875 Penalty: 2616.996338
	Iteration 28Q: 3 clusters Score -176299.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -176307.234375 Penalty: 2616.996338
	Iteration 29Q: 3 clusters Score -176307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -176310.593750 Penalty: 2616.996338
	Iteration 30Q: 3 clusters Score -176310.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -176312.421875 Penalty: 2616.996338
	Iteration 31Q: 3 clusters Score -176312.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -176316.046875 Penalty: 2616.996338
	Iteration 32Q: 3 clusters Score -176316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -176320.953125 Penalty: 2616.996338
	Iteration 33Q: 3 clusters Score -176321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -176329.734375 Penalty: 2616.996338
	Iteration 34Q: 3 clusters Score -176329.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -176336.546875 Penalty: 2616.996338
	Iteration 35Q: 3 clusters Score -176336.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -176341.359375 Penalty: 2616.996338
	Iteration 36Q: 3 clusters Score -176341.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -176346.187500 Penalty: 2616.996338
	Iteration 37Q: 3 clusters Score -176346.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -176352.250000 Penalty: 2616.996338
	Iteration 38Q: 3 clusters Score -176352.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -176356.140625 Penalty: 2616.996338
	Iteration 39Q: 3 clusters Score -176356.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -176362.453125 Penalty: 2616.996338
	Iteration 40F: 3 clusters Score -176362.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -176364.359375 Penalty: 2616.996338
	Iteration 41Q: 3 clusters Score -176364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -176365.218750 Penalty: 2616.996338
	Iteration 42Q: 3 clusters Score -176365.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -176366.203125 Penalty: 2616.996338
	Iteration 43Q: 3 clusters Score -176366.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -176368.765625 Penalty: 2616.996338
	Iteration 44Q: 3 clusters Score -176368.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -176371.187500 Penalty: 2616.996338
	Iteration 45Q: 3 clusters Score -176371.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -176373.390625 Penalty: 2616.996338
	Iteration 46Q: 3 clusters Score -176373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -176375.281250 Penalty: 2616.996338
	Iteration 47Q: 3 clusters Score -176375.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -176375.718750 Penalty: 2616.996338
	Iteration 48Q: 3 clusters Score -176375.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -176376.093750 Penalty: 2616.996338
	Iteration 49Q: 3 clusters Score -176376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -176377.062500 Penalty: 2616.996338
	Iteration 50Q: 3 clusters Score -176377.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -176377.062500 Penalty: 2616.996338
	Iteration 51F: 3 clusters Score -176377.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (49464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Entering Unmasked Estep 
Score: -3180774.500000 Penalty: 1756.462524
	Iteration 0F: 2 clusters Score -3180774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -3147626.750000 Penalty: 3512.925049
	Iteration 0F: 3 clusters Score -3147627 nChanged 23248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3160588.750000 Penalty: 3512.925049
	Iteration 1F: 3 clusters Score -3160589 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3161007.250000 Penalty: 3512.925049
	Iteration 2Q: 3 clusters Score -3161007 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -3161355.000000 Penalty: 3512.925049
	Iteration 3Q: 3 clusters Score -3161355 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3161778.500000 Penalty: 3512.925049
	Iteration 4Q: 3 clusters Score -3161778 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -3162293.250000 Penalty: 3512.925049
	Iteration 5Q: 3 clusters Score -3162293 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -3163119.000000 Penalty: 3512.925049
	Iteration 6Q: 3 clusters Score -3163119 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -3164446.000000 Penalty: 3512.925049
	Iteration 7F: 3 clusters Score -3164446 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3166668.750000 Penalty: 3512.925049
	Iteration 8F: 3 clusters Score -3166669 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -3169931.250000 Penalty: 3512.925049
	Iteration 9F: 3 clusters Score -3169931 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -3173555.500000 Penalty: 3512.925049
	Iteration 10F: 3 clusters Score -3173556 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3176501.000000 Penalty: 3512.925049
	Iteration 11F: 3 clusters Score -3176501 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3178106.250000 Penalty: 3512.925049
	Iteration 12Q: 3 clusters Score -3178106 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3178800.500000 Penalty: 3512.925049
	Iteration 13Q: 3 clusters Score -3178800 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3179048.250000 Penalty: 3512.925049
	Iteration 14Q: 3 clusters Score -3179048 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3179141.500000 Penalty: 3512.925049
	Iteration 15Q: 3 clusters Score -3179142 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3179194.750000 Penalty: 3512.925049
	Iteration 16Q: 3 clusters Score -3179195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3179214.250000 Penalty: 3512.925049
	Iteration 17Q: 3 clusters Score -3179214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3179240.000000 Penalty: 3512.925049
	Iteration 18Q: 3 clusters Score -3179240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3179257.000000 Penalty: 3512.925049
	Iteration 19Q: 3 clusters Score -3179257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3179267.750000 Penalty: 3512.925049
	Iteration 20F: 3 clusters Score -3179268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3179276.500000 Penalty: 3512.925049
	Iteration 21Q: 3 clusters Score -3179276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3179279.000000 Penalty: 3512.925049
	Iteration 22Q: 3 clusters Score -3179279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3179282.250000 Penalty: 3512.925049
	Iteration 23Q: 3 clusters Score -3179282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3179286.250000 Penalty: 3512.925049
	Iteration 24Q: 3 clusters Score -3179286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3179287.750000 Penalty: 3512.925049
	Iteration 25Q: 3 clusters Score -3179288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3179288.250000 Penalty: 3512.925049
	Iteration 26Q: 3 clusters Score -3179288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3179290.250000 Penalty: 3512.925049
	Iteration 27Q: 3 clusters Score -3179290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3179293.000000 Penalty: 3512.925049
	Iteration 28Q: 3 clusters Score -3179293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3179294.500000 Penalty: 3512.925049
	Iteration 29Q: 3 clusters Score -3179294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3179294.500000 Penalty: 3512.925049
	Iteration 30F: 3 clusters Score -3179294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Entering Unmasked Estep 
Score: -1129132.500000 Penalty: 1598.707886
	Iteration 0F: 2 clusters Score -1129132 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 9404 members 
Entering Unmasked Estep 
Score: -1116378.250000 Penalty: 3197.415771
	Iteration 0F: 3 clusters Score -1116378 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1120890.125000 Penalty: 3197.415771
	Iteration 1F: 3 clusters Score -1120890 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1121174.875000 Penalty: 3197.415771
	Iteration 2Q: 3 clusters Score -1121175 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1121436.375000 Penalty: 3197.415771
	Iteration 3Q: 3 clusters Score -1121436 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1121677.250000 Penalty: 3197.415771
	Iteration 4Q: 3 clusters Score -1121677 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1121915.750000 Penalty: 3197.415771
	Iteration 5Q: 3 clusters Score -1121916 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1122224.500000 Penalty: 3197.415771
	Iteration 6Q: 3 clusters Score -1122224 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1122610.625000 Penalty: 3197.415771
	Iteration 7Q: 3 clusters Score -1122611 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1123111.875000 Penalty: 3197.415771
	Iteration 8F: 3 clusters Score -1123112 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1123764.875000 Penalty: 3197.415771
	Iteration 9F: 3 clusters Score -1123765 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1124593.375000 Penalty: 3197.415771
	Iteration 10F: 3 clusters Score -1124593 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1125535.875000 Penalty: 3197.415771
	Iteration 11F: 3 clusters Score -1125536 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1126430.500000 Penalty: 3197.415771
	Iteration 12F: 3 clusters Score -1126430 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -1127090.625000 Penalty: 3197.415771
	Iteration 13Q: 3 clusters Score -1127091 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -1127429.750000 Penalty: 3197.415771
	Iteration 14Q: 3 clusters Score -1127430 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -1127607.625000 Penalty: 3197.415771
	Iteration 15Q: 3 clusters Score -1127608 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -1127686.250000 Penalty: 3197.415771
	Iteration 16Q: 3 clusters Score -1127686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -1127732.125000 Penalty: 3197.415771
	Iteration 17Q: 3 clusters Score -1127732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -1127759.875000 Penalty: 3197.415771
	Iteration 18Q: 3 clusters Score -1127760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -1127778.500000 Penalty: 3197.415771
	Iteration 19Q: 3 clusters Score -1127778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -1127789.000000 Penalty: 3197.415771
	Iteration 20F: 3 clusters Score -1127789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -1127795.875000 Penalty: 3197.415771
	Iteration 21Q: 3 clusters Score -1127796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -1127802.625000 Penalty: 3197.415771
	Iteration 22Q: 3 clusters Score -1127803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -1127806.500000 Penalty: 3197.415771
	Iteration 23Q: 3 clusters Score -1127806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -1127804.875000 Penalty: 3197.415771
	Iteration 24Q: 3 clusters Score -1127805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -1127805.750000 Penalty: 3197.415771
	Iteration 25Q: 3 clusters Score -1127806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -1127805.750000 Penalty: 3197.415771
	Iteration 26F: 3 clusters Score -1127806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Entering Unmasked Estep 
Score: -1313226.375000 Penalty: 1615.244141
	Iteration 0F: 2 clusters Score -1313226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1299134.000000 Penalty: 3230.488281
	Iteration 0F: 3 clusters Score -1299134 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1304197.125000 Penalty: 3230.488281
	Iteration 1F: 3 clusters Score -1304197 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1304769.875000 Penalty: 3230.488281
	Iteration 2F: 3 clusters Score -1304770 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1305632.375000 Penalty: 3230.488281
	Iteration 3F: 3 clusters Score -1305632 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1306931.375000 Penalty: 3230.488281
	Iteration 4F: 3 clusters Score -1306931 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1308665.375000 Penalty: 3230.488281
	Iteration 5F: 3 clusters Score -1308665 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -1310395.125000 Penalty: 3230.488281
	Iteration 6F: 3 clusters Score -1310395 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -1311713.750000 Penalty: 3230.488281
	Iteration 7F: 3 clusters Score -1311714 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -1312425.375000 Penalty: 3230.488281
	Iteration 8Q: 3 clusters Score -1312425 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -1312788.375000 Penalty: 3230.488281
	Iteration 9Q: 3 clusters Score -1312788 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -1312911.625000 Penalty: 3230.488281
	Iteration 10Q: 3 clusters Score -1312912 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -1312990.125000 Penalty: 3230.488281
	Iteration 11Q: 3 clusters Score -1312990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -1313023.375000 Penalty: 3230.488281
	Iteration 12Q: 3 clusters Score -1313023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -1313035.500000 Penalty: 3230.488281
	Iteration 13Q: 3 clusters Score -1313036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -1313042.875000 Penalty: 3230.488281
	Iteration 14Q: 3 clusters Score -1313043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -1313046.625000 Penalty: 3230.488281
	Iteration 15Q: 3 clusters Score -1313047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -1313046.875000 Penalty: 3230.488281
	Iteration 16Q: 3 clusters Score -1313047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -1313045.500000 Penalty: 3230.488281
	Iteration 17Q: 3 clusters Score -1313046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -1313045.500000 Penalty: 3230.488281
	Iteration 18F: 3 clusters Score -1313046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (123917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123917 members 
Entering Unmasked Estep 
Score: -7948084.500000 Penalty: 1905.697144
	Iteration 0F: 2 clusters Score -7948084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -7865072.500000 Penalty: 3811.394287
	Iteration 0F: 3 clusters Score -7865072 nChanged 59606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60958 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -7899978.500000 Penalty: 3811.394287
	Iteration 1F: 3 clusters Score -7899978 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60127 members 
Mstep: Class 2 contains 63790 members 
Entering Unmasked Estep 
Score: -7901022.500000 Penalty: 3811.394287
	Iteration 2Q: 3 clusters Score -7901022 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 65064 members 
Entering Unmasked Estep 
Score: -7902466.000000 Penalty: 3811.394287
	Iteration 3Q: 3 clusters Score -7902466 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57087 members 
Mstep: Class 2 contains 66830 members 
Entering Unmasked Estep 
Score: -7904591.000000 Penalty: 3811.394287
	Iteration 4Q: 3 clusters Score -7904591 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 69149 members 
Entering Unmasked Estep 
Score: -7907933.500000 Penalty: 3811.394287
	Iteration 5Q: 3 clusters Score -7907934 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 71870 members 
Entering Unmasked Estep 
Score: -7912898.500000 Penalty: 3811.394287
	Iteration 6F: 3 clusters Score -7912898 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 74625 members 
Entering Unmasked Estep 
Score: -7919425.000000 Penalty: 3811.394287
	Iteration 7F: 3 clusters Score -7919425 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 76721 members 
Entering Unmasked Estep 
Score: -7925741.500000 Penalty: 3811.394287
	Iteration 8F: 3 clusters Score -7925742 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -7929424.000000 Penalty: 3811.394287
	Iteration 9F: 3 clusters Score -7929424 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 79520 members 
Entering Unmasked Estep 
Score: -7930826.500000 Penalty: 3811.394287
	Iteration 10Q: 3 clusters Score -7930826 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 80733 members 
Entering Unmasked Estep 
Score: -7931411.000000 Penalty: 3811.394287
	Iteration 11Q: 3 clusters Score -7931411 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 81969 members 
Entering Unmasked Estep 
Score: -7931860.000000 Penalty: 3811.394287
	Iteration 12Q: 3 clusters Score -7931860 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 83237 members 
Entering Unmasked Estep 
Score: -7932234.500000 Penalty: 3811.394287
	Iteration 13Q: 3 clusters Score -7932234 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 84551 members 
Entering Unmasked Estep 
Score: -7932604.000000 Penalty: 3811.394287
	Iteration 14Q: 3 clusters Score -7932604 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 85873 members 
Entering Unmasked Estep 
Score: -7932989.000000 Penalty: 3811.394287
	Iteration 15Q: 3 clusters Score -7932989 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 87271 members 
Entering Unmasked Estep 
Score: -7933429.500000 Penalty: 3811.394287
	Iteration 16Q: 3 clusters Score -7933430 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 88724 members 
Entering Unmasked Estep 
Score: -7933850.000000 Penalty: 3811.394287
	Iteration 17Q: 3 clusters Score -7933850 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 90213 members 
Entering Unmasked Estep 
Score: -7934211.000000 Penalty: 3811.394287
	Iteration 18Q: 3 clusters Score -7934211 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 91768 members 
Entering Unmasked Estep 
Score: -7934723.000000 Penalty: 3811.394287
	Iteration 19Q: 3 clusters Score -7934723 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 93276 members 
Entering Unmasked Estep 
Score: -7935133.000000 Penalty: 3811.394287
	Iteration 20F: 3 clusters Score -7935133 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 94879 members 
Entering Unmasked Estep 
Score: -7935555.000000 Penalty: 3811.394287
	Iteration 21Q: 3 clusters Score -7935555 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 96498 members 
Entering Unmasked Estep 
Score: -7935996.500000 Penalty: 3811.394287
	Iteration 22Q: 3 clusters Score -7935996 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 98182 members 
Entering Unmasked Estep 
Score: -7936522.500000 Penalty: 3811.394287
	Iteration 23Q: 3 clusters Score -7936522 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 99909 members 
Entering Unmasked Estep 
Score: -7937003.500000 Penalty: 3811.394287
	Iteration 24Q: 3 clusters Score -7937004 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 101752 members 
Entering Unmasked Estep 
Score: -7937589.000000 Penalty: 3811.394287
	Iteration 25Q: 3 clusters Score -7937589 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 103705 members 
Entering Unmasked Estep 
Score: -7938314.500000 Penalty: 3811.394287
	Iteration 26Q: 3 clusters Score -7938314 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 105666 members 
Entering Unmasked Estep 
Score: -7939087.500000 Penalty: 3811.394287
	Iteration 27Q: 3 clusters Score -7939088 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 107582 members 
Entering Unmasked Estep 
Score: -7939842.000000 Penalty: 3811.394287
	Iteration 28Q: 3 clusters Score -7939842 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 109450 members 
Entering Unmasked Estep 
Score: -7940511.500000 Penalty: 3811.394287
	Iteration 29Q: 3 clusters Score -7940512 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 111177 members 
Entering Unmasked Estep 
Score: -7941239.500000 Penalty: 3811.394287
	Iteration 30Q: 3 clusters Score -7941240 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 112743 members 
Entering Unmasked Estep 
Score: -7941917.000000 Penalty: 3811.394287
	Iteration 31Q: 3 clusters Score -7941917 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 114161 members 
Entering Unmasked Estep 
Score: -7942479.000000 Penalty: 3811.394287
	Iteration 32Q: 3 clusters Score -7942479 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 115515 members 
Entering Unmasked Estep 
Score: -7943014.000000 Penalty: 3811.394287
	Iteration 33Q: 3 clusters Score -7943014 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 116749 members 
Entering Unmasked Estep 
Score: -7943575.000000 Penalty: 3811.394287
	Iteration 34Q: 3 clusters Score -7943575 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 117839 members 
Entering Unmasked Estep 
Score: -7944084.000000 Penalty: 3811.394287
	Iteration 35Q: 3 clusters Score -7944084 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 118760 members 
Entering Unmasked Estep 
Score: -7944538.500000 Penalty: 3811.394287
	Iteration 36Q: 3 clusters Score -7944538 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 119554 members 
Entering Unmasked Estep 
Score: -7944892.500000 Penalty: 3811.394287
	Iteration 37Q: 3 clusters Score -7944892 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 120227 members 
Entering Unmasked Estep 
Score: -7945204.000000 Penalty: 3811.394287
	Iteration 38Q: 3 clusters Score -7945204 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 120774 members 
Entering Unmasked Estep 
Score: -7945440.500000 Penalty: 3811.394287
	Iteration 39Q: 3 clusters Score -7945440 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 121242 members 
Entering Unmasked Estep 
Score: -7945646.000000 Penalty: 3811.394287
	Iteration 40F: 3 clusters Score -7945646 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 121589 members 
Entering Unmasked Estep 
Score: -7945778.000000 Penalty: 3811.394287
	Iteration 41Q: 3 clusters Score -7945778 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 121867 members 
Entering Unmasked Estep 
Score: -7945901.500000 Penalty: 3811.394287
	Iteration 42Q: 3 clusters Score -7945902 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 122103 members 
Entering Unmasked Estep 
Score: -7945977.500000 Penalty: 3811.394287
	Iteration 43Q: 3 clusters Score -7945978 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 122299 members 
Entering Unmasked Estep 
Score: -7946078.500000 Penalty: 3811.394287
	Iteration 44Q: 3 clusters Score -7946078 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 122470 members 
Entering Unmasked Estep 
Score: -7946166.500000 Penalty: 3811.394287
	Iteration 45Q: 3 clusters Score -7946166 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 122606 members 
Entering Unmasked Estep 
Score: -7946240.500000 Penalty: 3811.394287
	Iteration 46Q: 3 clusters Score -7946240 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 122707 members 
Entering Unmasked Estep 
Score: -7946279.000000 Penalty: 3811.394287
	Iteration 47Q: 3 clusters Score -7946279 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 122782 members 
Entering Unmasked Estep 
Score: -7946295.000000 Penalty: 3811.394287
	Iteration 48Q: 3 clusters Score -7946295 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 122837 members 
Entering Unmasked Estep 
Score: -7946328.500000 Penalty: 3811.394287
	Iteration 49Q: 3 clusters Score -7946328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 122895 members 
Entering Unmasked Estep 
Score: -7946354.500000 Penalty: 3811.394287
	Iteration 50Q: 3 clusters Score -7946354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 122952 members 
Entering Unmasked Estep 
Score: -7946382.500000 Penalty: 3811.394287
	Iteration 51Q: 3 clusters Score -7946382 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 123008 members 
Entering Unmasked Estep 
Score: -7946405.000000 Penalty: 3811.394287
	Iteration 52Q: 3 clusters Score -7946405 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 123059 members 
Entering Unmasked Estep 
Score: -7946433.500000 Penalty: 3811.394287
	Iteration 53Q: 3 clusters Score -7946434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 123087 members 
Entering Unmasked Estep 
Score: -7946463.000000 Penalty: 3811.394287
	Iteration 54Q: 3 clusters Score -7946463 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 123117 members 
Entering Unmasked Estep 
Score: -7946480.500000 Penalty: 3811.394287
	Iteration 55Q: 3 clusters Score -7946480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 123150 members 
Entering Unmasked Estep 
Score: -7946491.000000 Penalty: 3811.394287
	Iteration 56Q: 3 clusters Score -7946491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 123182 members 
Entering Unmasked Estep 
Score: -7946512.000000 Penalty: 3811.394287
	Iteration 57Q: 3 clusters Score -7946512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 123204 members 
Entering Unmasked Estep 
Score: -7946525.500000 Penalty: 3811.394287
	Iteration 58Q: 3 clusters Score -7946526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 123224 members 
Entering Unmasked Estep 
Score: -7946548.500000 Penalty: 3811.394287
	Iteration 59Q: 3 clusters Score -7946548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 123237 members 
Entering Unmasked Estep 
Score: -7946547.000000 Penalty: 3811.394287
	Iteration 60F: 3 clusters Score -7946547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 123248 members 
Entering Unmasked Estep 
Score: -7946560.000000 Penalty: 3811.394287
	Iteration 61Q: 3 clusters Score -7946560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 123256 members 
Entering Unmasked Estep 
Score: -7946567.500000 Penalty: 3811.394287
	Iteration 62Q: 3 clusters Score -7946568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 123262 members 
Entering Unmasked Estep 
Score: -7946571.500000 Penalty: 3811.394287
	Iteration 63Q: 3 clusters Score -7946572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 123267 members 
Entering Unmasked Estep 
Score: -7946570.000000 Penalty: 3811.394287
	Iteration 64Q: 3 clusters Score -7946570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 123270 members 
Entering Unmasked Estep 
Score: -7946578.500000 Penalty: 3811.394287
	Iteration 65Q: 3 clusters Score -7946578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 123272 members 
Entering Unmasked Estep 
Score: -7946580.500000 Penalty: 3811.394287
	Iteration 66Q: 3 clusters Score -7946580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 123276 members 
Entering Unmasked Estep 
Score: -7946581.500000 Penalty: 3811.394287
	Iteration 67Q: 3 clusters Score -7946582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 123277 members 
Entering Unmasked Estep 
Score: -7946583.000000 Penalty: 3811.394287
	Iteration 68Q: 3 clusters Score -7946583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 123277 members 
Entering Unmasked Estep 
Score: -7946583.000000 Penalty: 3811.394287
	Iteration 69F: 3 clusters Score -7946583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Entering Unmasked Estep 
Score: -984209.250000 Penalty: 1565.051880
	Iteration 0F: 2 clusters Score -984209.2 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 7668 members 
Entering Unmasked Estep 
Score: -973776.937500 Penalty: 3130.103760
	Iteration 0F: 3 clusters Score -973776.9 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -977379.375000 Penalty: 3130.103760
	Iteration 1F: 3 clusters Score -977379.4 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -977695.687500 Penalty: 3130.103760
	Iteration 2F: 3 clusters Score -977695.7 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -977955.687500 Penalty: 3130.103760
	Iteration 3Q: 3 clusters Score -977955.7 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -978193.875000 Penalty: 3130.103760
	Iteration 4Q: 3 clusters Score -978193.9 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -978511.812500 Penalty: 3130.103760
	Iteration 5Q: 3 clusters Score -978511.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -978916.062500 Penalty: 3130.103760
	Iteration 6Q: 3 clusters Score -978916.1 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -979458.375000 Penalty: 3130.103760
	Iteration 7F: 3 clusters Score -979458.4 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -980159.437500 Penalty: 3130.103760
	Iteration 8F: 3 clusters Score -980159.4 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -980971.062500 Penalty: 3130.103760
	Iteration 9F: 3 clusters Score -980971.1 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -981753.250000 Penalty: 3130.103760
	Iteration 10F: 3 clusters Score -981753.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -982262.437500 Penalty: 3130.103760
	Iteration 11Q: 3 clusters Score -982262.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -982508.562500 Penalty: 3130.103760
	Iteration 12Q: 3 clusters Score -982508.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -982659.625000 Penalty: 3130.103760
	Iteration 13Q: 3 clusters Score -982659.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -982719.812500 Penalty: 3130.103760
	Iteration 14Q: 3 clusters Score -982719.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -982749.750000 Penalty: 3130.103760
	Iteration 15Q: 3 clusters Score -982749.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -982770.062500 Penalty: 3130.103760
	Iteration 16Q: 3 clusters Score -982770.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -982782.625000 Penalty: 3130.103760
	Iteration 17Q: 3 clusters Score -982782.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -982801.000000 Penalty: 3130.103760
	Iteration 18Q: 3 clusters Score -982801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -982807.625000 Penalty: 3130.103760
	Iteration 19Q: 3 clusters Score -982807.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -982810.750000 Penalty: 3130.103760
	Iteration 20F: 3 clusters Score -982810.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -982811.500000 Penalty: 3130.103760
	Iteration 21Q: 3 clusters Score -982811.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -982811.312500 Penalty: 3130.103760
	Iteration 22Q: 3 clusters Score -982811.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -982811.312500 Penalty: 3130.103760
	Iteration 23F: 3 clusters Score -982811.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Entering Unmasked Estep 
Score: -1594371.750000 Penalty: 1645.239258
	Iteration 0F: 2 clusters Score -1594372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1577607.500000 Penalty: 3290.478516
	Iteration 0F: 3 clusters Score -1577608 nChanged 11334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1583627.875000 Penalty: 3290.478516
	Iteration 1F: 3 clusters Score -1583628 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1583944.875000 Penalty: 3290.478516
	Iteration 2Q: 3 clusters Score -1583945 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1584225.250000 Penalty: 3290.478516
	Iteration 3Q: 3 clusters Score -1584225 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1584485.250000 Penalty: 3290.478516
	Iteration 4Q: 3 clusters Score -1584485 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1584734.250000 Penalty: 3290.478516
	Iteration 5Q: 3 clusters Score -1584734 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1584954.500000 Penalty: 3290.478516
	Iteration 6Q: 3 clusters Score -1584954 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1585161.125000 Penalty: 3290.478516
	Iteration 7Q: 3 clusters Score -1585161 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1585388.000000 Penalty: 3290.478516
	Iteration 8Q: 3 clusters Score -1585388 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1585640.750000 Penalty: 3290.478516
	Iteration 9Q: 3 clusters Score -1585641 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1585890 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1586191 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1586579 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1587150 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1587915 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1588727.375000 Penalty: 3290.478516
	Iteration 15F: 3 clusters Score -1588727 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1589448 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1589885 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1590092.875000 Penalty: 3290.478516
	Iteration 18Q: 3 clusters Score -1590093 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1590229 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1590337 nChanged 333
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1590408 nChanged 300
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1590495.375000 Penalty: 3290.478516
	Iteration 22Q: 3 clusters Score -1590495 nChanged 292
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1590557.375000 Penalty: 3290.478516
	Iteration 23Q: 3 clusters Score -1590557 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1590616 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1590680 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1590728 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1590776 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1590841.875000 Penalty: 3290.478516
	Iteration 28Q: 3 clusters Score -1590842 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1590899 nChanged 243
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1590954 nChanged 243
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1591009 nChanged 237
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Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1591063 nChanged 220
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Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1591114 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1591162 nChanged 227
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1591215 nChanged 216
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1591275 nChanged 220
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Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1591326 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1591390 nChanged 219
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1591442 nChanged 238
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Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1591511 nChanged 253
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1591584 nChanged 230
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1591664 nChanged 222
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1591746 nChanged 241
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Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1591837 nChanged 230
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1591926 nChanged 233
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Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1592019 nChanged 242
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Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1592121.250000 Penalty: 3290.478516
	Iteration 47Q: 3 clusters Score -1592121 nChanged 223
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1592191 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1592275.375000 Penalty: 3290.478516
	Iteration 49Q: 3 clusters Score -1592275 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1592330.250000 Penalty: 3290.478516
	Iteration 50Q: 3 clusters Score -1592330 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1592388 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1592445.500000 Penalty: 3290.478516
	Iteration 52Q: 3 clusters Score -1592446 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1592512.750000 Penalty: 3290.478516
	Iteration 53Q: 3 clusters Score -1592513 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1592585 nChanged 163
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Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1592638.000000 Penalty: 3290.478516
	Iteration 55Q: 3 clusters Score -1592638 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1592683 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1592719.375000 Penalty: 3290.478516
	Iteration 57Q: 3 clusters Score -1592719 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1592763 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22420 members 
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Entering Unmasked Estep 
Score: -1592792.500000 Penalty: 3290.478516
	Iteration 59Q: 3 clusters Score -1592792 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1592816.375000 Penalty: 3290.478516
	Iteration 60F: 3 clusters Score -1592816 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1592836.500000 Penalty: 3290.478516
	Iteration 61Q: 3 clusters Score -1592836 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1592855.875000 Penalty: 3290.478516
	Iteration 62Q: 3 clusters Score -1592856 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1592875.000000 Penalty: 3290.478516
	Iteration 63Q: 3 clusters Score -1592875 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1592888 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1592896 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1592905.125000 Penalty: 3290.478516
	Iteration 66Q: 3 clusters Score -1592905 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1592910 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1592917.500000 Penalty: 3290.478516
	Iteration 68Q: 3 clusters Score -1592918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1592922.500000 Penalty: 3290.478516
	Iteration 69Q: 3 clusters Score -1592922 nChanged 42
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Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1592930.125000 Penalty: 3290.478516
	Iteration 70Q: 3 clusters Score -1592930 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1592936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1592942.500000 Penalty: 3290.478516
	Iteration 72Q: 3 clusters Score -1592942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1592951.125000 Penalty: 3290.478516
	Iteration 73Q: 3 clusters Score -1592951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1592962.125000 Penalty: 3290.478516
	Iteration 74Q: 3 clusters Score -1592962 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23229 members 
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Entering Unmasked Estep 
Score: -1592966.500000 Penalty: 3290.478516
	Iteration 75Q: 3 clusters Score -1592966 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1592976.000000 Penalty: 3290.478516
	Iteration 76Q: 3 clusters Score -1592976 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1592985.875000 Penalty: 3290.478516
	Iteration 77Q: 3 clusters Score -1592986 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1592990.000000 Penalty: 3290.478516
	Iteration 78Q: 3 clusters Score -1592990 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1593003.375000 Penalty: 3290.478516
	Iteration 79Q: 3 clusters Score -1593003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1593013.875000 Penalty: 3290.478516
	Iteration 80F: 3 clusters Score -1593014 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1593022.750000 Penalty: 3290.478516
	Iteration 81Q: 3 clusters Score -1593023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1593028.000000 Penalty: 3290.478516
	Iteration 82Q: 3 clusters Score -1593028 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1593027.250000 Penalty: 3290.478516
	Iteration 83Q: 3 clusters Score -1593027 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1593032.125000 Penalty: 3290.478516
	Iteration 84Q: 3 clusters Score -1593032 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1593035.750000 Penalty: 3290.478516
	Iteration 85Q: 3 clusters Score -1593036 nChanged 19
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Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1593038.625000 Penalty: 3290.478516
	Iteration 86Q: 3 clusters Score -1593039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1593046.875000 Penalty: 3290.478516
	Iteration 87Q: 3 clusters Score -1593047 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1593050.500000 Penalty: 3290.478516
	Iteration 88Q: 3 clusters Score -1593050 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1593050.625000 Penalty: 3290.478516
	Iteration 89Q: 3 clusters Score -1593051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1593052.250000 Penalty: 3290.478516
	Iteration 90Q: 3 clusters Score -1593052 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1593053.500000 Penalty: 3290.478516
	Iteration 91Q: 3 clusters Score -1593054 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1593054.875000 Penalty: 3290.478516
	Iteration 92Q: 3 clusters Score -1593055 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1593056.625000 Penalty: 3290.478516
	Iteration 93Q: 3 clusters Score -1593057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1593060.250000 Penalty: 3290.478516
	Iteration 94Q: 3 clusters Score -1593060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1593064.125000 Penalty: 3290.478516
	Iteration 95Q: 3 clusters Score -1593064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1593063.875000 Penalty: 3290.478516
	Iteration 96Q: 3 clusters Score -1593064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1593067.625000 Penalty: 3290.478516
	Iteration 97Q: 3 clusters Score -1593068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1593070.500000 Penalty: 3290.478516
	Iteration 98Q: 3 clusters Score -1593070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1593073.375000 Penalty: 3290.478516
	Iteration 99Q: 3 clusters Score -1593073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1593072.375000 Penalty: 3290.478516
	Iteration 100F: 3 clusters Score -1593072 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1593071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1593072.625000 Penalty: 3290.478516
	Iteration 102Q: 3 clusters Score -1593073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1593071.125000 Penalty: 3290.478516
	Iteration 103Q: 3 clusters Score -1593071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1593072.875000 Penalty: 3290.478516
	Iteration 104Q: 3 clusters Score -1593073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1593074.875000 Penalty: 3290.478516
	Iteration 105Q: 3 clusters Score -1593075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1593075.000000 Penalty: 3290.478516
	Iteration 106Q: 3 clusters Score -1593075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1593074.125000 Penalty: 3290.478516
	Iteration 107Q: 3 clusters Score -1593074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1593073.750000 Penalty: 3290.478516
	Iteration 108Q: 3 clusters Score -1593074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1593073.750000 Penalty: 3290.478516
	Iteration 109F: 3 clusters Score -1593074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Entering Unmasked Estep 
Score: -1055139.875000 Penalty: 1577.632324
	Iteration 0F: 2 clusters Score -1055140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1043690.812500 Penalty: 3155.264648
	Iteration 0F: 3 clusters Score -1043691 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1047792.437500 Penalty: 3155.264648
	Iteration 1F: 3 clusters Score -1047792 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1048089.375000 Penalty: 3155.264648
	Iteration 2F: 3 clusters Score -1048089 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1048406.062500 Penalty: 3155.264648
	Iteration 3Q: 3 clusters Score -1048406 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1048737.375000 Penalty: 3155.264648
	Iteration 4Q: 3 clusters Score -1048737 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1049111.625000 Penalty: 3155.264648
	Iteration 5Q: 3 clusters Score -1049112 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1049628.875000 Penalty: 3155.264648
	Iteration 6F: 3 clusters Score -1049629 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1050325.750000 Penalty: 3155.264648
	Iteration 7F: 3 clusters Score -1050326 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1051197.375000 Penalty: 3155.264648
	Iteration 8F: 3 clusters Score -1051197 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1052020.375000 Penalty: 3155.264648
	Iteration 9F: 3 clusters Score -1052020 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1052651.000000 Penalty: 3155.264648
	Iteration 10Q: 3 clusters Score -1052651 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1053146.625000 Penalty: 3155.264648
	Iteration 11Q: 3 clusters Score -1053147 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1053409.375000 Penalty: 3155.264648
	Iteration 12Q: 3 clusters Score -1053409 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1053533.125000 Penalty: 3155.264648
	Iteration 13Q: 3 clusters Score -1053533 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -1053611.875000 Penalty: 3155.264648
	Iteration 14Q: 3 clusters Score -1053612 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -1053682.125000 Penalty: 3155.264648
	Iteration 15Q: 3 clusters Score -1053682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1053739.625000 Penalty: 3155.264648
	Iteration 16Q: 3 clusters Score -1053740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1053764.625000 Penalty: 3155.264648
	Iteration 17Q: 3 clusters Score -1053765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -1053781.250000 Penalty: 3155.264648
	Iteration 18Q: 3 clusters Score -1053781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1053789.875000 Penalty: 3155.264648
	Iteration 19Q: 3 clusters Score -1053790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1053804.250000 Penalty: 3155.264648
	Iteration 20F: 3 clusters Score -1053804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1053812.000000 Penalty: 3155.264648
	Iteration 21Q: 3 clusters Score -1053812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1053821.500000 Penalty: 3155.264648
	Iteration 22Q: 3 clusters Score -1053822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -1053835.625000 Penalty: 3155.264648
	Iteration 23Q: 3 clusters Score -1053836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -1053855.125000 Penalty: 3155.264648
	Iteration 24Q: 3 clusters Score -1053855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1053869.875000 Penalty: 3155.264648
	Iteration 25Q: 3 clusters Score -1053870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1053878.250000 Penalty: 3155.264648
	Iteration 26Q: 3 clusters Score -1053878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1053883.250000 Penalty: 3155.264648
	Iteration 27Q: 3 clusters Score -1053883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -1053882.750000 Penalty: 3155.264648
	Iteration 28Q: 3 clusters Score -1053883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -1053882.750000 Penalty: 3155.264648
	Iteration 29F: 3 clusters Score -1053883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -110850.179688 Penalty: 1212.516602
	Iteration 0F: 2 clusters Score -110850.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -108945.085938 Penalty: 2425.033203
	Iteration 0F: 3 clusters Score -108945.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -109322.250000 Penalty: 2425.033203
	Iteration 1F: 3 clusters Score -109322.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -109397.382812 Penalty: 2425.033203
	Iteration 2F: 3 clusters Score -109397.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -109443.882812 Penalty: 2425.033203
	Iteration 3Q: 3 clusters Score -109443.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -109474.546875 Penalty: 2425.033203
	Iteration 4Q: 3 clusters Score -109474.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -109506.054688 Penalty: 2425.033203
	Iteration 5Q: 3 clusters Score -109506.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -109538.726562 Penalty: 2425.033203
	Iteration 6Q: 3 clusters Score -109538.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -109565.007812 Penalty: 2425.033203
	Iteration 7Q: 3 clusters Score -109565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -109597.507812 Penalty: 2425.033203
	Iteration 8Q: 3 clusters Score -109597.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -109632.632812 Penalty: 2425.033203
	Iteration 9Q: 3 clusters Score -109632.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -109668.414062 Penalty: 2425.033203
	Iteration 10Q: 3 clusters Score -109668.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -109708.820312 Penalty: 2425.033203
	Iteration 11Q: 3 clusters Score -109708.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -109743.554688 Penalty: 2425.033203
	Iteration 12Q: 3 clusters Score -109743.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -109799.265625 Penalty: 2425.033203
	Iteration 13Q: 3 clusters Score -109799.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -109870.187500 Penalty: 2425.033203
	Iteration 14Q: 3 clusters Score -109870.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -109919.148438 Penalty: 2425.033203
	Iteration 15Q: 3 clusters Score -109919.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -109948.281250 Penalty: 2425.033203
	Iteration 16Q: 3 clusters Score -109948.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -109970.898438 Penalty: 2425.033203
	Iteration 17Q: 3 clusters Score -109970.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -109985.750000 Penalty: 2425.033203
	Iteration 18Q: 3 clusters Score -109985.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -109996.617188 Penalty: 2425.033203
	Iteration 19Q: 3 clusters Score -109996.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -110010.164062 Penalty: 2425.033203
	Iteration 20F: 3 clusters Score -110010.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -110018.960938 Penalty: 2425.033203
	Iteration 21Q: 3 clusters Score -110019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -110030.812500 Penalty: 2425.033203
	Iteration 22Q: 3 clusters Score -110030.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -110038.906250 Penalty: 2425.033203
	Iteration 23Q: 3 clusters Score -110038.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -110044.148438 Penalty: 2425.033203
	Iteration 24Q: 3 clusters Score -110044.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -110049.242188 Penalty: 2425.033203
	Iteration 25Q: 3 clusters Score -110049.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -110053.656250 Penalty: 2425.033203
	Iteration 26Q: 3 clusters Score -110053.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -110058.468750 Penalty: 2425.033203
	Iteration 27Q: 3 clusters Score -110058.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -110062.515625 Penalty: 2425.033203
	Iteration 28Q: 3 clusters Score -110062.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -110064.492188 Penalty: 2425.033203
	Iteration 29Q: 3 clusters Score -110064.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -110065.351562 Penalty: 2425.033203
	Iteration 30Q: 3 clusters Score -110065.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -110067.523438 Penalty: 2425.033203
	Iteration 31Q: 3 clusters Score -110067.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -110071.789062 Penalty: 2425.033203
	Iteration 32Q: 3 clusters Score -110071.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -110076.890625 Penalty: 2425.033203
	Iteration 33Q: 3 clusters Score -110076.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -110080.835938 Penalty: 2425.033203
	Iteration 34Q: 3 clusters Score -110080.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -110085.195312 Penalty: 2425.033203
	Iteration 35Q: 3 clusters Score -110085.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -110092.976562 Penalty: 2425.033203
	Iteration 36Q: 3 clusters Score -110093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -110101.726562 Penalty: 2425.033203
	Iteration 37Q: 3 clusters Score -110101.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -110104.109375 Penalty: 2425.033203
	Iteration 38Q: 3 clusters Score -110104.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -110105.492188 Penalty: 2425.033203
	Iteration 39Q: 3 clusters Score -110105.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -110106.187500 Penalty: 2425.033203
	Iteration 40F: 3 clusters Score -110106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 8491 members 
Mstep: Class 4 contains 17964 members 
Mstep: Class 5 contains 367210 members 
Mstep: Class 6 contains 12962 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49464 members 
Mstep: Class 14 contains 18736 members 
Mstep: Class 15 contains 20743 members 
Mstep: Class 16 contains 123917 members 
Mstep: Class 19 contains 15231 members 
Mstep: Class 21 contains 24948 members 
Mstep: Class 22 contains 16457 members 
Mstep: Class 23 contains 1740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796140.000000 Penalty: 32744.896484
Iteration 79Q: 16 clusters Score -4.179614e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 8489 members 
Mstep: Class 4 contains 17961 members 
Mstep: Class 5 contains 367191 members 
Mstep: Class 6 contains 12965 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49450 members 
Mstep: Class 14 contains 18737 members 
Mstep: Class 15 contains 20741 members 
Mstep: Class 16 contains 123973 members 
Mstep: Class 19 contains 15228 members 
Mstep: Class 21 contains 24936 members 
Mstep: Class 22 contains 16448 members 
Mstep: Class 23 contains 1744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796108.000000 Penalty: 32744.896484
Iteration 80F: 16 clusters Score -4.179611e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 8489 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 367185 members 
Mstep: Class 6 contains 12966 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49431 members 
Mstep: Class 14 contains 18736 members 
Mstep: Class 15 contains 20737 members 
Mstep: Class 16 contains 124024 members 
Mstep: Class 19 contains 15221 members 
Mstep: Class 21 contains 24929 members 
Mstep: Class 22 contains 16439 members 
Mstep: Class 23 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796056.000000 Penalty: 32744.896484
Iteration 81Q: 16 clusters Score -4.179606e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 920 members 
Mstep: Class 3 contains 8489 members 
Mstep: Class 4 contains 17950 members 
Mstep: Class 5 contains 367173 members 
Mstep: Class 6 contains 12966 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49403 members 
Mstep: Class 14 contains 18737 members 
Mstep: Class 15 contains 20734 members 
Mstep: Class 16 contains 124077 members 
Mstep: Class 19 contains 15218 members 
Mstep: Class 21 contains 24919 members 
Mstep: Class 22 contains 16435 members 
Mstep: Class 23 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796080.000000 Penalty: 32744.896484
Iteration 82Q: 16 clusters Score -4.179608e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 920 members 
Mstep: Class 3 contains 8489 members 
Mstep: Class 4 contains 17942 members 
Mstep: Class 5 contains 367183 members 
Mstep: Class 6 contains 12967 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49373 members 
Mstep: Class 14 contains 18736 members 
Mstep: Class 15 contains 20729 members 
Mstep: Class 16 contains 124112 members 
Mstep: Class 19 contains 15215 members 
Mstep: Class 21 contains 24908 members 
Mstep: Class 22 contains 16432 members 
Mstep: Class 23 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796136.000000 Penalty: 32744.896484
Iteration 83Q: 16 clusters Score -4.179614e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 921 members 
Mstep: Class 3 contains 8489 members 
Mstep: Class 4 contains 17938 members 
Mstep: Class 5 contains 367183 members 
Mstep: Class 6 contains 12968 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49348 members 
Mstep: Class 14 contains 18735 members 
Mstep: Class 15 contains 20726 members 
Mstep: Class 16 contains 124151 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 21 contains 24891 members 
Mstep: Class 22 contains 16430 members 
Mstep: Class 23 contains 1788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796196.000000 Penalty: 32744.896484
Iteration 84Q: 16 clusters Score -4.17962e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 8489 members 
Mstep: Class 4 contains 17934 members 
Mstep: Class 5 contains 367171 members 
Mstep: Class 6 contains 12971 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49315 members 
Mstep: Class 14 contains 18736 members 
Mstep: Class 15 contains 20723 members 
Mstep: Class 16 contains 124193 members 
Mstep: Class 19 contains 15215 members 
Mstep: Class 21 contains 24885 members 
Mstep: Class 22 contains 16430 members 
Mstep: Class 23 contains 1798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796208.000000 Penalty: 32744.896484
Iteration 85Q: 16 clusters Score -4.179621e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8489 members 
Mstep: Class 4 contains 17930 members 
Mstep: Class 5 contains 367143 members 
Mstep: Class 6 contains 12977 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49294 members 
Mstep: Class 14 contains 18735 members 
Mstep: Class 15 contains 20724 members 
Mstep: Class 16 contains 124236 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 21 contains 24883 members 
Mstep: Class 22 contains 16429 members 
Mstep: Class 23 contains 1805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796248.000000 Penalty: 32744.896484
Iteration 86Q: 16 clusters Score -4.179625e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8489 members 
Mstep: Class 4 contains 17927 members 
Mstep: Class 5 contains 367122 members 
Mstep: Class 6 contains 12985 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49269 members 
Mstep: Class 14 contains 18732 members 
Mstep: Class 15 contains 20720 members 
Mstep: Class 16 contains 124274 members 
Mstep: Class 19 contains 15215 members 
Mstep: Class 21 contains 24883 members 
Mstep: Class 22 contains 16428 members 
Mstep: Class 23 contains 1815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796308.000000 Penalty: 32744.896484
Iteration 87Q: 16 clusters Score -4.179631e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8488 members 
Mstep: Class 4 contains 17924 members 
Mstep: Class 5 contains 367101 members 
Mstep: Class 6 contains 12990 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49244 members 
Mstep: Class 14 contains 18735 members 
Mstep: Class 15 contains 20718 members 
Mstep: Class 16 contains 124310 members 
Mstep: Class 19 contains 15216 members 
Mstep: Class 21 contains 24881 members 
Mstep: Class 22 contains 16427 members 
Mstep: Class 23 contains 1825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796332.000000 Penalty: 32744.896484
Iteration 88Q: 16 clusters Score -4.179633e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8484 members 
Mstep: Class 4 contains 17924 members 
Mstep: Class 5 contains 367079 members 
Mstep: Class 6 contains 12997 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49221 members 
Mstep: Class 14 contains 18735 members 
Mstep: Class 15 contains 20714 members 
Mstep: Class 16 contains 124356 members 
Mstep: Class 19 contains 15215 members 
Mstep: Class 21 contains 24877 members 
Mstep: Class 22 contains 16423 members 
Mstep: Class 23 contains 1834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796356.000000 Penalty: 32744.896484
Iteration 89Q: 16 clusters Score -4.179636e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8479 members 
Mstep: Class 4 contains 17920 members 
Mstep: Class 5 contains 367070 members 
Mstep: Class 6 contains 13003 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49197 members 
Mstep: Class 14 contains 18734 members 
Mstep: Class 15 contains 20711 members 
Mstep: Class 16 contains 124398 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 21 contains 24875 members 
Mstep: Class 22 contains 16415 members 
Mstep: Class 23 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796344.000000 Penalty: 32744.896484
Iteration 90Q: 16 clusters Score -4.179634e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8475 members 
Mstep: Class 4 contains 17918 members 
Mstep: Class 5 contains 367057 members 
Mstep: Class 6 contains 13008 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49180 members 
Mstep: Class 14 contains 18731 members 
Mstep: Class 15 contains 20708 members 
Mstep: Class 16 contains 124435 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 21 contains 24874 members 
Mstep: Class 22 contains 16409 members 
Mstep: Class 23 contains 1850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796312.000000 Penalty: 32744.896484
Iteration 91Q: 16 clusters Score -4.179631e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8472 members 
Mstep: Class 4 contains 17917 members 
Mstep: Class 5 contains 367031 members 
Mstep: Class 6 contains 13013 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49163 members 
Mstep: Class 14 contains 18731 members 
Mstep: Class 15 contains 20707 members 
Mstep: Class 16 contains 124477 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 21 contains 24874 members 
Mstep: Class 22 contains 16403 members 
Mstep: Class 23 contains 1857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796352.000000 Penalty: 32744.896484
Iteration 92Q: 16 clusters Score -4.179635e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8470 members 
Mstep: Class 4 contains 17917 members 
Mstep: Class 5 contains 367015 members 
Mstep: Class 6 contains 13015 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49150 members 
Mstep: Class 14 contains 18730 members 
Mstep: Class 15 contains 20703 members 
Mstep: Class 16 contains 124506 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 21 contains 24874 members 
Mstep: Class 22 contains 16400 members 
Mstep: Class 23 contains 1865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796332.000000 Penalty: 32744.896484
Iteration 93Q: 16 clusters Score -4.179633e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 17917 members 
Mstep: Class 5 contains 367003 members 
Mstep: Class 6 contains 13017 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49136 members 
Mstep: Class 14 contains 18728 members 
Mstep: Class 15 contains 20701 members 
Mstep: Class 16 contains 124535 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 21 contains 24874 members 
Mstep: Class 22 contains 16394 members 
Mstep: Class 23 contains 1871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796332.000000 Penalty: 32744.896484
Iteration 94Q: 16 clusters Score -4.179633e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8467 members 
Mstep: Class 4 contains 17917 members 
Mstep: Class 5 contains 366995 members 
Mstep: Class 6 contains 13019 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49123 members 
Mstep: Class 14 contains 18727 members 
Mstep: Class 15 contains 20700 members 
Mstep: Class 16 contains 124556 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 21 contains 24875 members 
Mstep: Class 22 contains 16386 members 
Mstep: Class 23 contains 1880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796356.000000 Penalty: 32744.896484
Iteration 95Q: 16 clusters Score -4.179636e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8465 members 
Mstep: Class 4 contains 17917 members 
Mstep: Class 5 contains 366978 members 
Mstep: Class 6 contains 13019 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49118 members 
Mstep: Class 14 contains 18727 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 124578 members 
Mstep: Class 19 contains 15212 members 
Mstep: Class 21 contains 24874 members 
Mstep: Class 22 contains 16382 members 
Mstep: Class 23 contains 1890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796356.000000 Penalty: 32744.896484
Iteration 96Q: 16 clusters Score -4.179636e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8461 members 
Mstep: Class 4 contains 17917 members 
Mstep: Class 5 contains 366959 members 
Mstep: Class 6 contains 13019 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49114 members 
Mstep: Class 14 contains 18727 members 
Mstep: Class 15 contains 20698 members 
Mstep: Class 16 contains 124594 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 21 contains 24874 members 
Mstep: Class 22 contains 16380 members 
Mstep: Class 23 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796368.000000 Penalty: 32744.896484
Iteration 97Q: 16 clusters Score -4.179637e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 17917 members 
Mstep: Class 5 contains 366944 members 
Mstep: Class 6 contains 13019 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49106 members 
Mstep: Class 14 contains 18727 members 
Mstep: Class 15 contains 20697 members 
Mstep: Class 16 contains 124609 members 
Mstep: Class 19 contains 15215 members 
Mstep: Class 21 contains 24874 members 
Mstep: Class 22 contains 16376 members 
Mstep: Class 23 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796368.000000 Penalty: 32744.896484
Iteration 98Q: 16 clusters Score -4.179637e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 17917 members 
Mstep: Class 5 contains 366934 members 
Mstep: Class 6 contains 13020 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49097 members 
Mstep: Class 14 contains 18727 members 
Mstep: Class 15 contains 20695 members 
Mstep: Class 16 contains 124620 members 
Mstep: Class 19 contains 15215 members 
Mstep: Class 21 contains 24875 members 
Mstep: Class 22 contains 16376 members 
Mstep: Class 23 contains 1923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796404.000000 Penalty: 32744.896484
Iteration 99Q: 16 clusters Score -4.17964e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 17916 members 
Mstep: Class 5 contains 366928 members 
Mstep: Class 6 contains 13024 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49084 members 
Mstep: Class 14 contains 18727 members 
Mstep: Class 15 contains 20694 members 
Mstep: Class 16 contains 124629 members 
Mstep: Class 19 contains 15215 members 
Mstep: Class 21 contains 24875 members 
Mstep: Class 22 contains 16375 members 
Mstep: Class 23 contains 1932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796380.000000 Penalty: 32744.896484
Iteration 100F: 16 clusters Score -4.179638e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 17915 members 
Mstep: Class 5 contains 366920 members 
Mstep: Class 6 contains 13027 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49079 members 
Mstep: Class 14 contains 18727 members 
Mstep: Class 15 contains 20693 members 
Mstep: Class 16 contains 124635 members 
Mstep: Class 19 contains 15215 members 
Mstep: Class 21 contains 24875 members 
Mstep: Class 22 contains 16373 members 
Mstep: Class 23 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796420.000000 Penalty: 32744.896484
Iteration 101Q: 16 clusters Score -4.179642e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 17915 members 
Mstep: Class 5 contains 366910 members 
Mstep: Class 6 contains 13029 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49073 members 
Mstep: Class 14 contains 18727 members 
Mstep: Class 15 contains 20693 members 
Mstep: Class 16 contains 124641 members 
Mstep: Class 19 contains 15215 members 
Mstep: Class 21 contains 24876 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 1950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796436.000000 Penalty: 32744.896484
Iteration 102Q: 16 clusters Score -4.179644e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 17915 members 
Mstep: Class 5 contains 366894 members 
Mstep: Class 6 contains 13029 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49065 members 
Mstep: Class 14 contains 18728 members 
Mstep: Class 15 contains 20694 members 
Mstep: Class 16 contains 124650 members 
Mstep: Class 19 contains 15216 members 
Mstep: Class 21 contains 24876 members 
Mstep: Class 22 contains 16369 members 
Mstep: Class 23 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796396.000000 Penalty: 32744.896484
Iteration 103Q: 16 clusters Score -4.17964e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 17915 members 
Mstep: Class 5 contains 366883 members 
Mstep: Class 6 contains 13027 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49056 members 
Mstep: Class 14 contains 18728 members 
Mstep: Class 15 contains 20694 members 
Mstep: Class 16 contains 124655 members 
Mstep: Class 19 contains 15217 members 
Mstep: Class 21 contains 24875 members 
Mstep: Class 22 contains 16369 members 
Mstep: Class 23 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796424.000000 Penalty: 32744.896484
Iteration 104Q: 16 clusters Score -4.179642e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 17915 members 
Mstep: Class 5 contains 366868 members 
Mstep: Class 6 contains 13030 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49051 members 
Mstep: Class 14 contains 18728 members 
Mstep: Class 15 contains 20693 members 
Mstep: Class 16 contains 124662 members 
Mstep: Class 19 contains 15219 members 
Mstep: Class 21 contains 24874 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 1989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796452.000000 Penalty: 32744.896484
Iteration 105Q: 16 clusters Score -4.179645e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 17915 members 
Mstep: Class 5 contains 366849 members 
Mstep: Class 6 contains 13032 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49047 members 
Mstep: Class 14 contains 18728 members 
Mstep: Class 15 contains 20693 members 
Mstep: Class 16 contains 124671 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24872 members 
Mstep: Class 22 contains 16371 members 
Mstep: Class 23 contains 2001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796448.000000 Penalty: 32744.896484
Iteration 106Q: 16 clusters Score -4.179645e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 17915 members 
Mstep: Class 5 contains 366840 members 
Mstep: Class 6 contains 13034 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49038 members 
Mstep: Class 14 contains 18728 members 
Mstep: Class 15 contains 20693 members 
Mstep: Class 16 contains 124679 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24868 members 
Mstep: Class 22 contains 16369 members 
Mstep: Class 23 contains 2015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796452.000000 Penalty: 32744.896484
Iteration 107Q: 16 clusters Score -4.179645e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 17915 members 
Mstep: Class 5 contains 366827 members 
Mstep: Class 6 contains 13035 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49028 members 
Mstep: Class 14 contains 18729 members 
Mstep: Class 15 contains 20693 members 
Mstep: Class 16 contains 124685 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24867 members 
Mstep: Class 22 contains 16372 members 
Mstep: Class 23 contains 2028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796448.000000 Penalty: 32744.896484
Iteration 108Q: 16 clusters Score -4.179645e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 17916 members 
Mstep: Class 5 contains 366813 members 
Mstep: Class 6 contains 13036 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49016 members 
Mstep: Class 14 contains 18730 members 
Mstep: Class 15 contains 20694 members 
Mstep: Class 16 contains 124697 members 
Mstep: Class 19 contains 15221 members 
Mstep: Class 21 contains 24866 members 
Mstep: Class 22 contains 16371 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796508.000000 Penalty: 32744.896484
Iteration 109Q: 16 clusters Score -4.179651e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 17917 members 
Mstep: Class 5 contains 366798 members 
Mstep: Class 6 contains 13037 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 49003 members 
Mstep: Class 14 contains 18731 members 
Mstep: Class 15 contains 20694 members 
Mstep: Class 16 contains 124709 members 
Mstep: Class 19 contains 15222 members 
Mstep: Class 21 contains 24866 members 
Mstep: Class 22 contains 16371 members 
Mstep: Class 23 contains 2052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796528.000000 Penalty: 32744.896484
Iteration 110Q: 16 clusters Score -4.179653e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8457 members 
Mstep: Class 4 contains 17918 members 
Mstep: Class 5 contains 366793 members 
Mstep: Class 6 contains 13037 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48988 members 
Mstep: Class 14 contains 18731 members 
Mstep: Class 15 contains 20693 members 
Mstep: Class 16 contains 124720 members 
Mstep: Class 19 contains 15222 members 
Mstep: Class 21 contains 24866 members 
Mstep: Class 22 contains 16372 members 
Mstep: Class 23 contains 2062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796500.000000 Penalty: 32744.896484
Iteration 111Q: 16 clusters Score -4.17965e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 4 contains 17918 members 
Mstep: Class 5 contains 366799 members 
Mstep: Class 6 contains 13037 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48964 members 
Mstep: Class 14 contains 18730 members 
Mstep: Class 15 contains 20690 members 
Mstep: Class 16 contains 124734 members 
Mstep: Class 19 contains 15222 members 
Mstep: Class 21 contains 24867 members 
Mstep: Class 22 contains 16372 members 
Mstep: Class 23 contains 2071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796448.000000 Penalty: 32744.896484
Iteration 112Q: 16 clusters Score -4.179645e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8453 members 
Mstep: Class 4 contains 17918 members 
Mstep: Class 5 contains 366800 members 
Mstep: Class 6 contains 13037 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48946 members 
Mstep: Class 14 contains 18730 members 
Mstep: Class 15 contains 20686 members 
Mstep: Class 16 contains 124747 members 
Mstep: Class 19 contains 15222 members 
Mstep: Class 21 contains 24868 members 
Mstep: Class 22 contains 16371 members 
Mstep: Class 23 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796472.000000 Penalty: 32744.896484
Iteration 113Q: 16 clusters Score -4.179647e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8451 members 
Mstep: Class 4 contains 17918 members 
Mstep: Class 5 contains 366799 members 
Mstep: Class 6 contains 13037 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48929 members 
Mstep: Class 14 contains 18730 members 
Mstep: Class 15 contains 20683 members 
Mstep: Class 16 contains 124761 members 
Mstep: Class 19 contains 15222 members 
Mstep: Class 21 contains 24865 members 
Mstep: Class 22 contains 16371 members 
Mstep: Class 23 contains 2093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796496.000000 Penalty: 32744.896484
Iteration 114Q: 16 clusters Score -4.17965e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17918 members 
Mstep: Class 5 contains 366795 members 
Mstep: Class 6 contains 13037 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48919 members 
Mstep: Class 14 contains 18730 members 
Mstep: Class 15 contains 20683 members 
Mstep: Class 16 contains 124771 members 
Mstep: Class 19 contains 15222 members 
Mstep: Class 21 contains 24863 members 
Mstep: Class 22 contains 16371 members 
Mstep: Class 23 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796536.000000 Penalty: 32744.896484
Iteration 115Q: 16 clusters Score -4.179654e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17918 members 
Mstep: Class 5 contains 366794 members 
Mstep: Class 6 contains 13037 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48908 members 
Mstep: Class 14 contains 18730 members 
Mstep: Class 15 contains 20681 members 
Mstep: Class 16 contains 124776 members 
Mstep: Class 19 contains 15222 members 
Mstep: Class 21 contains 24863 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796556.000000 Penalty: 32744.896484
Iteration 116Q: 16 clusters Score -4.179656e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17918 members 
Mstep: Class 5 contains 366796 members 
Mstep: Class 6 contains 13037 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48902 members 
Mstep: Class 14 contains 18730 members 
Mstep: Class 15 contains 20681 members 
Mstep: Class 16 contains 124778 members 
Mstep: Class 19 contains 15222 members 
Mstep: Class 21 contains 24860 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796544.000000 Penalty: 32744.896484
Iteration 117Q: 16 clusters Score -4.179654e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17919 members 
Mstep: Class 5 contains 366798 members 
Mstep: Class 6 contains 13037 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48896 members 
Mstep: Class 14 contains 18730 members 
Mstep: Class 15 contains 20678 members 
Mstep: Class 16 contains 124781 members 
Mstep: Class 19 contains 15222 members 
Mstep: Class 21 contains 24856 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796536.000000 Penalty: 32744.896484
Iteration 118Q: 16 clusters Score -4.179654e+07 nChanged 15
Entering ConstructFrom: 
Score: -41796536.000000 Penalty: 32744.896484
Entering ConstructFrom: 
Trying to split cluster 1 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -48141.316406 Penalty: 1079.615845
	Iteration 0F: 2 clusters Score -48141.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -46846.656250 Penalty: 2159.231689
	Iteration 0F: 3 clusters Score -46846.66 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47035.683594 Penalty: 2159.231689
	Iteration 1F: 3 clusters Score -47035.68 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47090.664062 Penalty: 2159.231689
	Iteration 2F: 3 clusters Score -47090.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47109.585938 Penalty: 2159.231689
	Iteration 3Q: 3 clusters Score -47109.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -47114.511719 Penalty: 2159.231689
	Iteration 4Q: 3 clusters Score -47114.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -47119.613281 Penalty: 2159.231689
	Iteration 5Q: 3 clusters Score -47119.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47125.109375 Penalty: 2159.231689
	Iteration 6Q: 3 clusters Score -47125.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -47127.976562 Penalty: 2159.231689
	Iteration 7Q: 3 clusters Score -47127.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -47129.261719 Penalty: 2159.231689
	Iteration 8Q: 3 clusters Score -47129.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -47131.066406 Penalty: 2159.231689
	Iteration 9Q: 3 clusters Score -47131.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -47131.851562 Penalty: 2159.231689
	Iteration 10Q: 3 clusters Score -47131.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47135.437500 Penalty: 2159.231689
	Iteration 11Q: 3 clusters Score -47135.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -47138.027344 Penalty: 2159.231689
	Iteration 12Q: 3 clusters Score -47138.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -47139.609375 Penalty: 2159.231689
	Iteration 13Q: 3 clusters Score -47139.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47141.265625 Penalty: 2159.231689
	Iteration 14Q: 3 clusters Score -47141.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47141.265625 Penalty: 2159.231689
	Iteration 15F: 3 clusters Score -47141.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Entering Unmasked Estep 
Score: -56003.781250 Penalty: 1109.489746
	Iteration 0F: 2 clusters Score -56003.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -54609.246094 Penalty: 2218.979492
	Iteration 0F: 3 clusters Score -54609.25 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -54856.968750 Penalty: 2218.979492
	Iteration 1F: 3 clusters Score -54856.97 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -54916.480469 Penalty: 2218.979492
	Iteration 2F: 3 clusters Score -54916.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -54942.898438 Penalty: 2218.979492
	Iteration 3Q: 3 clusters Score -54942.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -54954.398438 Penalty: 2218.979492
	Iteration 4Q: 3 clusters Score -54954.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -54968.644531 Penalty: 2218.979492
	Iteration 5Q: 3 clusters Score -54968.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -54981.222656 Penalty: 2218.979492
	Iteration 6Q: 3 clusters Score -54981.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -54990.191406 Penalty: 2218.979492
	Iteration 7Q: 3 clusters Score -54990.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -54994.152344 Penalty: 2218.979492
	Iteration 8Q: 3 clusters Score -54994.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -54999.390625 Penalty: 2218.979492
	Iteration 9Q: 3 clusters Score -54999.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -55006.570312 Penalty: 2218.979492
	Iteration 10Q: 3 clusters Score -55006.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -55009.457031 Penalty: 2218.979492
	Iteration 11Q: 3 clusters Score -55009.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -55012.441406 Penalty: 2218.979492
	Iteration 12Q: 3 clusters Score -55012.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -55015.222656 Penalty: 2218.979492
	Iteration 13Q: 3 clusters Score -55015.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -55016.425781 Penalty: 2218.979492
	Iteration 14Q: 3 clusters Score -55016.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -55018.832031 Penalty: 2218.979492
	Iteration 15Q: 3 clusters Score -55018.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -55020.210938 Penalty: 2218.979492
	Iteration 16Q: 3 clusters Score -55020.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -55020.820312 Penalty: 2218.979492
	Iteration 17Q: 3 clusters Score -55020.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -55023.109375 Penalty: 2218.979492
	Iteration 18Q: 3 clusters Score -55023.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -55023.382812 Penalty: 2218.979492
	Iteration 19Q: 3 clusters Score -55023.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -55023.382812 Penalty: 2218.979492
	Iteration 20F: 3 clusters Score -55023.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Entering Unmasked Estep 
Score: -532739.687500 Penalty: 1469.293091
	Iteration 0F: 2 clusters Score -532739.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -526661.625000 Penalty: 2938.586182
	Iteration 0F: 3 clusters Score -526661.6 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -528553.250000 Penalty: 2938.586182
	Iteration 1F: 3 clusters Score -528553.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -528858.562500 Penalty: 2938.586182
	Iteration 2F: 3 clusters Score -528858.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -529119.687500 Penalty: 2938.586182
	Iteration 3F: 3 clusters Score -529119.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -529348.062500 Penalty: 2938.586182
	Iteration 4F: 3 clusters Score -529348.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -529576.750000 Penalty: 2938.586182
	Iteration 5F: 3 clusters Score -529576.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -529800.187500 Penalty: 2938.586182
	Iteration 6Q: 3 clusters Score -529800.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -530060.250000 Penalty: 2938.586182
	Iteration 7Q: 3 clusters Score -530060.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -530400.562500 Penalty: 2938.586182
	Iteration 8Q: 3 clusters Score -530400.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -530682.875000 Penalty: 2938.586182
	Iteration 9Q: 3 clusters Score -530682.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -530883.187500 Penalty: 2938.586182
	Iteration 10Q: 3 clusters Score -530883.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -531025.250000 Penalty: 2938.586182
	Iteration 11Q: 3 clusters Score -531025.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -531111.312500 Penalty: 2938.586182
	Iteration 12Q: 3 clusters Score -531111.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -531163.187500 Penalty: 2938.586182
	Iteration 13Q: 3 clusters Score -531163.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -531204.687500 Penalty: 2938.586182
	Iteration 14Q: 3 clusters Score -531204.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -531241.500000 Penalty: 2938.586182
	Iteration 15Q: 3 clusters Score -531241.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -531267.875000 Penalty: 2938.586182
	Iteration 16Q: 3 clusters Score -531267.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -531286.625000 Penalty: 2938.586182
	Iteration 17Q: 3 clusters Score -531286.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -531302.750000 Penalty: 2938.586182
	Iteration 18Q: 3 clusters Score -531302.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -531319.875000 Penalty: 2938.586182
	Iteration 19Q: 3 clusters Score -531319.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -531334.437500 Penalty: 2938.586182
	Iteration 20F: 3 clusters Score -531334.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -531352.062500 Penalty: 2938.586182
	Iteration 21Q: 3 clusters Score -531352.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -531370.250000 Penalty: 2938.586182
	Iteration 22Q: 3 clusters Score -531370.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -531391.500000 Penalty: 2938.586182
	Iteration 23Q: 3 clusters Score -531391.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -531409.812500 Penalty: 2938.586182
	Iteration 24Q: 3 clusters Score -531409.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -531427.812500 Penalty: 2938.586182
	Iteration 25Q: 3 clusters Score -531427.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -531439.500000 Penalty: 2938.586182
	Iteration 26Q: 3 clusters Score -531439.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -531450.750000 Penalty: 2938.586182
	Iteration 27Q: 3 clusters Score -531450.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -531459.625000 Penalty: 2938.586182
	Iteration 28Q: 3 clusters Score -531459.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -531469.312500 Penalty: 2938.586182
	Iteration 29Q: 3 clusters Score -531469.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -531480.250000 Penalty: 2938.586182
	Iteration 30Q: 3 clusters Score -531480.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -531489.812500 Penalty: 2938.586182
	Iteration 31Q: 3 clusters Score -531489.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -531500.062500 Penalty: 2938.586182
	Iteration 32Q: 3 clusters Score -531500.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -531510.000000 Penalty: 2938.586182
	Iteration 33Q: 3 clusters Score -531510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -531514.937500 Penalty: 2938.586182
	Iteration 34Q: 3 clusters Score -531514.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -531520.375000 Penalty: 2938.586182
	Iteration 35Q: 3 clusters Score -531520.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -531529.062500 Penalty: 2938.586182
	Iteration 36Q: 3 clusters Score -531529.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -531540.875000 Penalty: 2938.586182
	Iteration 37Q: 3 clusters Score -531540.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -531549.500000 Penalty: 2938.586182
	Iteration 38Q: 3 clusters Score -531549.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -531559.750000 Penalty: 2938.586182
	Iteration 39Q: 3 clusters Score -531559.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -531564.750000 Penalty: 2938.586182
	Iteration 40F: 3 clusters Score -531564.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -531570.875000 Penalty: 2938.586182
	Iteration 41Q: 3 clusters Score -531570.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -531578.437500 Penalty: 2938.586182
	Iteration 42Q: 3 clusters Score -531578.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -531588.000000 Penalty: 2938.586182
	Iteration 43Q: 3 clusters Score -531588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -531594.937500 Penalty: 2938.586182
	Iteration 44Q: 3 clusters Score -531594.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -531598.875000 Penalty: 2938.586182
	Iteration 45Q: 3 clusters Score -531598.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -531601.750000 Penalty: 2938.586182
	Iteration 46Q: 3 clusters Score -531601.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -531604.250000 Penalty: 2938.586182
	Iteration 47Q: 3 clusters Score -531604.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -531607.687500 Penalty: 2938.586182
	Iteration 48Q: 3 clusters Score -531607.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -531611.500000 Penalty: 2938.586182
	Iteration 49Q: 3 clusters Score -531611.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -531615.562500 Penalty: 2938.586182
	Iteration 50Q: 3 clusters Score -531615.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -531617.375000 Penalty: 2938.586182
	Iteration 51Q: 3 clusters Score -531617.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -531619.437500 Penalty: 2938.586182
	Iteration 52Q: 3 clusters Score -531619.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -531622.375000 Penalty: 2938.586182
	Iteration 53Q: 3 clusters Score -531622.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -531626.437500 Penalty: 2938.586182
	Iteration 54Q: 3 clusters Score -531626.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -531628.625000 Penalty: 2938.586182
	Iteration 55Q: 3 clusters Score -531628.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -531632.687500 Penalty: 2938.586182
	Iteration 56Q: 3 clusters Score -531632.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -531632.937500 Penalty: 2938.586182
	Iteration 57Q: 3 clusters Score -531632.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -531633.375000 Penalty: 2938.586182
	Iteration 58Q: 3 clusters Score -531633.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -531637.375000 Penalty: 2938.586182
	Iteration 59Q: 3 clusters Score -531637.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -531640.000000 Penalty: 2938.586182
	Iteration 60F: 3 clusters Score -531640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -531646.750000 Penalty: 2938.586182
	Iteration 61Q: 3 clusters Score -531646.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -531649.125000 Penalty: 2938.586182
	Iteration 62Q: 3 clusters Score -531649.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -531650.062500 Penalty: 2938.586182
	Iteration 63Q: 3 clusters Score -531650.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -531654.062500 Penalty: 2938.586182
	Iteration 64Q: 3 clusters Score -531654.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -531655.937500 Penalty: 2938.586182
	Iteration 65Q: 3 clusters Score -531655.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -531656.187500 Penalty: 2938.586182
	Iteration 66Q: 3 clusters Score -531656.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -531660.000000 Penalty: 2938.586182
	Iteration 67Q: 3 clusters Score -531660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -531663.562500 Penalty: 2938.586182
	Iteration 68Q: 3 clusters Score -531663.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -531663.125000 Penalty: 2938.586182
	Iteration 69Q: 3 clusters Score -531663.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -531666.125000 Penalty: 2938.586182
	Iteration 70Q: 3 clusters Score -531666.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -531666.750000 Penalty: 2938.586182
	Iteration 71Q: 3 clusters Score -531666.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -531668.000000 Penalty: 2938.586182
	Iteration 72Q: 3 clusters Score -531668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -531668.000000 Penalty: 2938.586182
	Iteration 73F: 3 clusters Score -531668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Entering Unmasked Estep 
Score: -1151371.000000 Penalty: 1591.462769
	Iteration 0F: 2 clusters Score -1151371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1139033.375000 Penalty: 3182.925537
	Iteration 0F: 3 clusters Score -1139033 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1143423.500000 Penalty: 3182.925537
	Iteration 1F: 3 clusters Score -1143424 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1143680.250000 Penalty: 3182.925537
	Iteration 2Q: 3 clusters Score -1143680 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1143881.375000 Penalty: 3182.925537
	Iteration 3Q: 3 clusters Score -1143881 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1144089.000000 Penalty: 3182.925537
	Iteration 4Q: 3 clusters Score -1144089 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1144330.250000 Penalty: 3182.925537
	Iteration 5Q: 3 clusters Score -1144330 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1144628.250000 Penalty: 3182.925537
	Iteration 6Q: 3 clusters Score -1144628 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1144994.750000 Penalty: 3182.925537
	Iteration 7Q: 3 clusters Score -1144995 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1145450.375000 Penalty: 3182.925537
	Iteration 8Q: 3 clusters Score -1145450 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1146002.125000 Penalty: 3182.925537
	Iteration 9Q: 3 clusters Score -1146002 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1146677.250000 Penalty: 3182.925537
	Iteration 10Q: 3 clusters Score -1146677 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1147322.625000 Penalty: 3182.925537
	Iteration 11Q: 3 clusters Score -1147323 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1147948.250000 Penalty: 3182.925537
	Iteration 12Q: 3 clusters Score -1147948 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1148487.375000 Penalty: 3182.925537
	Iteration 13Q: 3 clusters Score -1148487 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1148896.000000 Penalty: 3182.925537
	Iteration 14Q: 3 clusters Score -1148896 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -1149161.500000 Penalty: 3182.925537
	Iteration 15Q: 3 clusters Score -1149162 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1149352.500000 Penalty: 3182.925537
	Iteration 16Q: 3 clusters Score -1149352 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -1149489.250000 Penalty: 3182.925537
	Iteration 17Q: 3 clusters Score -1149489 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1149603.000000 Penalty: 3182.925537
	Iteration 18Q: 3 clusters Score -1149603 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -1149681.625000 Penalty: 3182.925537
	Iteration 19Q: 3 clusters Score -1149682 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1149749.875000 Penalty: 3182.925537
	Iteration 20F: 3 clusters Score -1149750 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -1149806.750000 Penalty: 3182.925537
	Iteration 21Q: 3 clusters Score -1149807 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1149847.625000 Penalty: 3182.925537
	Iteration 22Q: 3 clusters Score -1149848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1149885.000000 Penalty: 3182.925537
	Iteration 23Q: 3 clusters Score -1149885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -1149910.875000 Penalty: 3182.925537
	Iteration 24Q: 3 clusters Score -1149911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1149922.250000 Penalty: 3182.925537
	Iteration 25Q: 3 clusters Score -1149922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -1149930.750000 Penalty: 3182.925537
	Iteration 26Q: 3 clusters Score -1149931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -1149934.750000 Penalty: 3182.925537
	Iteration 27Q: 3 clusters Score -1149935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -1149940.625000 Penalty: 3182.925537
	Iteration 28Q: 3 clusters Score -1149941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -1149949.125000 Penalty: 3182.925537
	Iteration 29Q: 3 clusters Score -1149949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1149957.375000 Penalty: 3182.925537
	Iteration 30Q: 3 clusters Score -1149957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -1149962.625000 Penalty: 3182.925537
	Iteration 31Q: 3 clusters Score -1149963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1149968.000000 Penalty: 3182.925537
	Iteration 32Q: 3 clusters Score -1149968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1149975.125000 Penalty: 3182.925537
	Iteration 33Q: 3 clusters Score -1149975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -1149979.000000 Penalty: 3182.925537
	Iteration 34Q: 3 clusters Score -1149979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -1149983.875000 Penalty: 3182.925537
	Iteration 35Q: 3 clusters Score -1149984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -1149990.625000 Penalty: 3182.925537
	Iteration 36Q: 3 clusters Score -1149991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -1149993.875000 Penalty: 3182.925537
	Iteration 37Q: 3 clusters Score -1149994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -1149993.750000 Penalty: 3182.925537
	Iteration 38Q: 3 clusters Score -1149994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -1149995.875000 Penalty: 3182.925537
	Iteration 39Q: 3 clusters Score -1149996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1149996.500000 Penalty: 3182.925537
	Iteration 40F: 3 clusters Score -1149996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (366807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366807 members 
Entering Unmasked Estep 
Score: -22755112.000000 Penalty: 2082.046143
	Iteration 0F: 2 clusters Score -2.275511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183709 members 
Mstep: Class 2 contains 183098 members 
Entering Unmasked Estep 
Score: -22507162.000000 Penalty: 4164.092285
	Iteration 0F: 3 clusters Score -2.250716e+07 nChanged 178873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195086 members 
Mstep: Class 2 contains 171721 members 
Entering Unmasked Estep 
Score: -22616694.000000 Penalty: 4164.092285
	Iteration 1F: 3 clusters Score -2.261669e+07 nChanged 11979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202071 members 
Mstep: Class 2 contains 164736 members 
Entering Unmasked Estep 
Score: -22620124.000000 Penalty: 4164.092285
	Iteration 2Q: 3 clusters Score -2.262012e+07 nChanged 15198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213113 members 
Mstep: Class 2 contains 153694 members 
Entering Unmasked Estep 
Score: -22626226.000000 Penalty: 4164.092285
	Iteration 3Q: 3 clusters Score -2.262623e+07 nChanged 19706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229485 members 
Mstep: Class 2 contains 137322 members 
Entering Unmasked Estep 
Score: -22637352.000000 Penalty: 4164.092285
	Iteration 4F: 3 clusters Score -2.263735e+07 nChanged 24735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251596 members 
Mstep: Class 2 contains 115211 members 
Entering Unmasked Estep 
Score: -22656740.000000 Penalty: 4164.092285
	Iteration 5F: 3 clusters Score -2.265674e+07 nChanged 26744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275894 members 
Mstep: Class 2 contains 90913 members 
Entering Unmasked Estep 
Score: -22683222.000000 Penalty: 4164.092285
	Iteration 6F: 3 clusters Score -2.268322e+07 nChanged 23064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295644 members 
Mstep: Class 2 contains 71163 members 
Entering Unmasked Estep 
Score: -22707046.000000 Penalty: 4164.092285
	Iteration 7F: 3 clusters Score -2.270705e+07 nChanged 16061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307587 members 
Mstep: Class 2 contains 59220 members 
Entering Unmasked Estep 
Score: -22720850.000000 Penalty: 4164.092285
	Iteration 8Q: 3 clusters Score -2.272085e+07 nChanged 10504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315269 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -22727676.000000 Penalty: 4164.092285
	Iteration 9Q: 3 clusters Score -2.272768e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321260 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -22731768.000000 Penalty: 4164.092285
	Iteration 10Q: 3 clusters Score -2.273177e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326562 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -22734994.000000 Penalty: 4164.092285
	Iteration 11Q: 3 clusters Score -2.273499e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331198 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -22737606.000000 Penalty: 4164.092285
	Iteration 12Q: 3 clusters Score -2.273761e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335346 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -22739766.000000 Penalty: 4164.092285
	Iteration 13Q: 3 clusters Score -2.273977e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339108 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -22741714.000000 Penalty: 4164.092285
	Iteration 14Q: 3 clusters Score -2.274171e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342472 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -22743508.000000 Penalty: 4164.092285
	Iteration 15Q: 3 clusters Score -2.274351e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345618 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -22744926.000000 Penalty: 4164.092285
	Iteration 16Q: 3 clusters Score -2.274493e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348526 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -22746326.000000 Penalty: 4164.092285
	Iteration 17Q: 3 clusters Score -2.274633e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351296 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -22747584.000000 Penalty: 4164.092285
	Iteration 18Q: 3 clusters Score -2.274758e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353840 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -22748592.000000 Penalty: 4164.092285
	Iteration 19Q: 3 clusters Score -2.274859e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356123 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -22749608.000000 Penalty: 4164.092285
	Iteration 20F: 3 clusters Score -2.274961e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358135 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -22750468.000000 Penalty: 4164.092285
	Iteration 21Q: 3 clusters Score -2.275047e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359890 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -22751356.000000 Penalty: 4164.092285
	Iteration 22Q: 3 clusters Score -2.275136e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361263 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -22751960.000000 Penalty: 4164.092285
	Iteration 23Q: 3 clusters Score -2.275196e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362318 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -22752330.000000 Penalty: 4164.092285
	Iteration 24Q: 3 clusters Score -2.275233e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363059 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -22752578.000000 Penalty: 4164.092285
	Iteration 25Q: 3 clusters Score -2.275258e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363605 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -22752738.000000 Penalty: 4164.092285
	Iteration 26Q: 3 clusters Score -2.275274e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363990 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -22752880.000000 Penalty: 4164.092285
	Iteration 27Q: 3 clusters Score -2.275288e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364319 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -22752998.000000 Penalty: 4164.092285
	Iteration 28Q: 3 clusters Score -2.2753e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364564 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -22753112.000000 Penalty: 4164.092285
	Iteration 29Q: 3 clusters Score -2.275311e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364737 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -22753204.000000 Penalty: 4164.092285
	Iteration 30Q: 3 clusters Score -2.27532e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364875 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -22753240.000000 Penalty: 4164.092285
	Iteration 31Q: 3 clusters Score -2.275324e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364997 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -22753274.000000 Penalty: 4164.092285
	Iteration 32Q: 3 clusters Score -2.275327e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365102 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -22753334.000000 Penalty: 4164.092285
	Iteration 33Q: 3 clusters Score -2.275333e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365188 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -22753344.000000 Penalty: 4164.092285
	Iteration 34Q: 3 clusters Score -2.275334e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365262 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -22753382.000000 Penalty: 4164.092285
	Iteration 35Q: 3 clusters Score -2.275338e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365322 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -22753430.000000 Penalty: 4164.092285
	Iteration 36Q: 3 clusters Score -2.275343e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365379 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -22753446.000000 Penalty: 4164.092285
	Iteration 37Q: 3 clusters Score -2.275345e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365432 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -22753434.000000 Penalty: 4164.092285
	Iteration 38Q: 3 clusters Score -2.275343e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365469 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -22753428.000000 Penalty: 4164.092285
	Iteration 39Q: 3 clusters Score -2.275343e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365501 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -22753420.000000 Penalty: 4164.092285
	Iteration 40F: 3 clusters Score -2.275342e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365534 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -22753456.000000 Penalty: 4164.092285
	Iteration 41Q: 3 clusters Score -2.275346e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365560 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -22753458.000000 Penalty: 4164.092285
	Iteration 42Q: 3 clusters Score -2.275346e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365592 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -22753480.000000 Penalty: 4164.092285
	Iteration 43Q: 3 clusters Score -2.275348e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365618 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -22753492.000000 Penalty: 4164.092285
	Iteration 44Q: 3 clusters Score -2.275349e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365645 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -22753496.000000 Penalty: 4164.092285
	Iteration 45Q: 3 clusters Score -2.27535e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365665 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -22753492.000000 Penalty: 4164.092285
	Iteration 46Q: 3 clusters Score -2.275349e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365679 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -22753504.000000 Penalty: 4164.092285
	Iteration 47Q: 3 clusters Score -2.27535e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365697 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -22753528.000000 Penalty: 4164.092285
	Iteration 48Q: 3 clusters Score -2.275353e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365711 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -22753548.000000 Penalty: 4164.092285
	Iteration 49Q: 3 clusters Score -2.275355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365718 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -22753558.000000 Penalty: 4164.092285
	Iteration 50Q: 3 clusters Score -2.275356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365725 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -22753572.000000 Penalty: 4164.092285
	Iteration 51Q: 3 clusters Score -2.275357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365731 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -22753578.000000 Penalty: 4164.092285
	Iteration 52Q: 3 clusters Score -2.275358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365737 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -22753572.000000 Penalty: 4164.092285
	Iteration 53Q: 3 clusters Score -2.275357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365741 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -22753568.000000 Penalty: 4164.092285
	Iteration 54Q: 3 clusters Score -2.275357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365743 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -22753562.000000 Penalty: 4164.092285
	Iteration 55Q: 3 clusters Score -2.275356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365744 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -22753564.000000 Penalty: 4164.092285
	Iteration 56Q: 3 clusters Score -2.275356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365744 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -22753564.000000 Penalty: 4164.092285
	Iteration 57F: 3 clusters Score -2.275356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Entering Unmasked Estep 
Score: -848354.250000 Penalty: 1539.776367
	Iteration 0F: 2 clusters Score -848354.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -839373.375000 Penalty: 3079.552734
	Iteration 0F: 3 clusters Score -839373.4 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -842238.562500 Penalty: 3079.552734
	Iteration 1F: 3 clusters Score -842238.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -842439.750000 Penalty: 3079.552734
	Iteration 2F: 3 clusters Score -842439.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -842617.375000 Penalty: 3079.552734
	Iteration 3Q: 3 clusters Score -842617.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -842791.937500 Penalty: 3079.552734
	Iteration 4Q: 3 clusters Score -842791.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -843046.250000 Penalty: 3079.552734
	Iteration 5Q: 3 clusters Score -843046.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -843377.562500 Penalty: 3079.552734
	Iteration 6Q: 3 clusters Score -843377.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -843786.312500 Penalty: 3079.552734
	Iteration 7F: 3 clusters Score -843786.3 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -844327.750000 Penalty: 3079.552734
	Iteration 8F: 3 clusters Score -844327.8 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -844940.562500 Penalty: 3079.552734
	Iteration 9F: 3 clusters Score -844940.6 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -845548.625000 Penalty: 3079.552734
	Iteration 10F: 3 clusters Score -845548.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -846025.937500 Penalty: 3079.552734
	Iteration 11Q: 3 clusters Score -846025.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -846341.312500 Penalty: 3079.552734
	Iteration 12Q: 3 clusters Score -846341.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -846533.625000 Penalty: 3079.552734
	Iteration 13Q: 3 clusters Score -846533.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -846660.437500 Penalty: 3079.552734
	Iteration 14Q: 3 clusters Score -846660.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -846748.750000 Penalty: 3079.552734
	Iteration 15Q: 3 clusters Score -846748.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -846817.812500 Penalty: 3079.552734
	Iteration 16Q: 3 clusters Score -846817.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -846865.437500 Penalty: 3079.552734
	Iteration 17Q: 3 clusters Score -846865.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -846891.437500 Penalty: 3079.552734
	Iteration 18Q: 3 clusters Score -846891.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -846918.625000 Penalty: 3079.552734
	Iteration 19Q: 3 clusters Score -846918.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -846943.312500 Penalty: 3079.552734
	Iteration 20F: 3 clusters Score -846943.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -846967.875000 Penalty: 3079.552734
	Iteration 21Q: 3 clusters Score -846967.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -846993.625000 Penalty: 3079.552734
	Iteration 22Q: 3 clusters Score -846993.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -847007.562500 Penalty: 3079.552734
	Iteration 23Q: 3 clusters Score -847007.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -847022.437500 Penalty: 3079.552734
	Iteration 24Q: 3 clusters Score -847022.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -847033.000000 Penalty: 3079.552734
	Iteration 25Q: 3 clusters Score -847033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -847042.687500 Penalty: 3079.552734
	Iteration 26Q: 3 clusters Score -847042.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -847049.625000 Penalty: 3079.552734
	Iteration 27Q: 3 clusters Score -847049.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -847057.000000 Penalty: 3079.552734
	Iteration 28Q: 3 clusters Score -847057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -847058.937500 Penalty: 3079.552734
	Iteration 29Q: 3 clusters Score -847058.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -847065.062500 Penalty: 3079.552734
	Iteration 30Q: 3 clusters Score -847065.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -847065.875000 Penalty: 3079.552734
	Iteration 31Q: 3 clusters Score -847065.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -847069.062500 Penalty: 3079.552734
	Iteration 32Q: 3 clusters Score -847069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -847069.125000 Penalty: 3079.552734
	Iteration 33Q: 3 clusters Score -847069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -847071.812500 Penalty: 3079.552734
	Iteration 34Q: 3 clusters Score -847071.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -847073.000000 Penalty: 3079.552734
	Iteration 35Q: 3 clusters Score -847073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -847073.437500 Penalty: 3079.552734
	Iteration 36Q: 3 clusters Score -847073.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -847075.312500 Penalty: 3079.552734
	Iteration 37Q: 3 clusters Score -847075.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -847076.000000 Penalty: 3079.552734
	Iteration 38Q: 3 clusters Score -847076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -847078.500000 Penalty: 3079.552734
	Iteration 39Q: 3 clusters Score -847078.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -847079.937500 Penalty: 3079.552734
	Iteration 40F: 3 clusters Score -847079.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -847081.875000 Penalty: 3079.552734
	Iteration 41Q: 3 clusters Score -847081.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -847082.750000 Penalty: 3079.552734
	Iteration 42Q: 3 clusters Score -847082.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -847086.437500 Penalty: 3079.552734
	Iteration 43Q: 3 clusters Score -847086.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -847091.562500 Penalty: 3079.552734
	Iteration 44Q: 3 clusters Score -847091.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -847094.812500 Penalty: 3079.552734
	Iteration 45Q: 3 clusters Score -847094.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -847096.250000 Penalty: 3079.552734
	Iteration 46Q: 3 clusters Score -847096.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -847099.625000 Penalty: 3079.552734
	Iteration 47Q: 3 clusters Score -847099.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -847101.312500 Penalty: 3079.552734
	Iteration 48Q: 3 clusters Score -847101.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -847100.687500 Penalty: 3079.552734
	Iteration 49Q: 3 clusters Score -847100.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -847102.250000 Penalty: 3079.552734
	Iteration 50Q: 3 clusters Score -847102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -847101.562500 Penalty: 3079.552734
	Iteration 51Q: 3 clusters Score -847101.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -847103.937500 Penalty: 3079.552734
	Iteration 52Q: 3 clusters Score -847103.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -847105.000000 Penalty: 3079.552734
	Iteration 53Q: 3 clusters Score -847105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -847104.375000 Penalty: 3079.552734
	Iteration 54Q: 3 clusters Score -847104.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -847105.375000 Penalty: 3079.552734
	Iteration 55Q: 3 clusters Score -847105.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -847105.750000 Penalty: 3079.552734
	Iteration 56Q: 3 clusters Score -847105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -847106.375000 Penalty: 3079.552734
	Iteration 57Q: 3 clusters Score -847106.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -847106.750000 Penalty: 3079.552734
	Iteration 58Q: 3 clusters Score -847106.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -847107.875000 Penalty: 3079.552734
	Iteration 59Q: 3 clusters Score -847107.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -847108.312500 Penalty: 3079.552734
	Iteration 60F: 3 clusters Score -847108.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -847109.187500 Penalty: 3079.552734
	Iteration 61Q: 3 clusters Score -847109.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -847108.625000 Penalty: 3079.552734
	Iteration 62Q: 3 clusters Score -847108.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -847111.562500 Penalty: 3079.552734
	Iteration 63Q: 3 clusters Score -847111.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -847110.500000 Penalty: 3079.552734
	Iteration 64Q: 3 clusters Score -847110.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -847110.500000 Penalty: 3079.552734
	Iteration 65Q: 3 clusters Score -847110.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -847110.500000 Penalty: 3079.552734
	Iteration 66F: 3 clusters Score -847110.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -176694.578125 Penalty: 1308.498169
	Iteration 0F: 2 clusters Score -176694.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -173921.125000 Penalty: 2616.996338
	Iteration 0F: 3 clusters Score -173921.1 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -174636.781250 Penalty: 2616.996338
	Iteration 1F: 3 clusters Score -174636.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -174789.859375 Penalty: 2616.996338
	Iteration 2F: 3 clusters Score -174789.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -174938.125000 Penalty: 2616.996338
	Iteration 3F: 3 clusters Score -174938.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -175084.203125 Penalty: 2616.996338
	Iteration 4Q: 3 clusters Score -175084.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -175220.828125 Penalty: 2616.996338
	Iteration 5Q: 3 clusters Score -175220.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -175368.343750 Penalty: 2616.996338
	Iteration 6Q: 3 clusters Score -175368.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -175530.703125 Penalty: 2616.996338
	Iteration 7F: 3 clusters Score -175530.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -175699.937500 Penalty: 2616.996338
	Iteration 8F: 3 clusters Score -175699.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -175847.890625 Penalty: 2616.996338
	Iteration 9Q: 3 clusters Score -175847.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -175934.218750 Penalty: 2616.996338
	Iteration 10Q: 3 clusters Score -175934.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -175998.765625 Penalty: 2616.996338
	Iteration 11Q: 3 clusters Score -175998.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -176050.281250 Penalty: 2616.996338
	Iteration 12Q: 3 clusters Score -176050.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -176103.078125 Penalty: 2616.996338
	Iteration 13Q: 3 clusters Score -176103.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -176171.671875 Penalty: 2616.996338
	Iteration 14Q: 3 clusters Score -176171.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -176209.640625 Penalty: 2616.996338
	Iteration 15Q: 3 clusters Score -176209.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -176225.609375 Penalty: 2616.996338
	Iteration 16Q: 3 clusters Score -176225.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -176247.156250 Penalty: 2616.996338
	Iteration 17Q: 3 clusters Score -176247.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -176269.609375 Penalty: 2616.996338
	Iteration 18Q: 3 clusters Score -176269.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -176279.937500 Penalty: 2616.996338
	Iteration 19Q: 3 clusters Score -176279.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -176304.500000 Penalty: 2616.996338
	Iteration 20F: 3 clusters Score -176304.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -176314.421875 Penalty: 2616.996338
	Iteration 21Q: 3 clusters Score -176314.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -176334.718750 Penalty: 2616.996338
	Iteration 22Q: 3 clusters Score -176334.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -176350.890625 Penalty: 2616.996338
	Iteration 23Q: 3 clusters Score -176350.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -176367.234375 Penalty: 2616.996338
	Iteration 24Q: 3 clusters Score -176367.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -176381.921875 Penalty: 2616.996338
	Iteration 25Q: 3 clusters Score -176381.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -176389.656250 Penalty: 2616.996338
	Iteration 26Q: 3 clusters Score -176389.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -176395.468750 Penalty: 2616.996338
	Iteration 27Q: 3 clusters Score -176395.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -176397.828125 Penalty: 2616.996338
	Iteration 28Q: 3 clusters Score -176397.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -176398.328125 Penalty: 2616.996338
	Iteration 29Q: 3 clusters Score -176398.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -176398.953125 Penalty: 2616.996338
	Iteration 30Q: 3 clusters Score -176399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -176398.953125 Penalty: 2616.996338
	Iteration 31F: 3 clusters Score -176399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Entering Unmasked Estep 
Score: -3144758.500000 Penalty: 1754.562500
	Iteration 0F: 2 clusters Score -3144758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3111874.750000 Penalty: 3509.125000
	Iteration 0F: 3 clusters Score -3111875 nChanged 23013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -3124897.000000 Penalty: 3509.125000
	Iteration 1F: 3 clusters Score -3124897 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -3125433.750000 Penalty: 3509.125000
	Iteration 2Q: 3 clusters Score -3125434 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -3126185.250000 Penalty: 3509.125000
	Iteration 3Q: 3 clusters Score -3126185 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -3127265.000000 Penalty: 3509.125000
	Iteration 4Q: 3 clusters Score -3127265 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -3129066.250000 Penalty: 3509.125000
	Iteration 5F: 3 clusters Score -3129066 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -3131637.500000 Penalty: 3509.125000
	Iteration 6F: 3 clusters Score -3131638 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -3135050.250000 Penalty: 3509.125000
	Iteration 7F: 3 clusters Score -3135050 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -3138321.250000 Penalty: 3509.125000
	Iteration 8F: 3 clusters Score -3138321 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -3140660.250000 Penalty: 3509.125000
	Iteration 9F: 3 clusters Score -3140660 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -3141965.500000 Penalty: 3509.125000
	Iteration 10Q: 3 clusters Score -3141966 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -3142614.250000 Penalty: 3509.125000
	Iteration 11Q: 3 clusters Score -3142614 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -3142912.750000 Penalty: 3509.125000
	Iteration 12Q: 3 clusters Score -3142913 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -3143065.750000 Penalty: 3509.125000
	Iteration 13Q: 3 clusters Score -3143066 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -3143161.750000 Penalty: 3509.125000
	Iteration 14Q: 3 clusters Score -3143162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -3143224.750000 Penalty: 3509.125000
	Iteration 15Q: 3 clusters Score -3143225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -3143270.750000 Penalty: 3509.125000
	Iteration 16Q: 3 clusters Score -3143271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -3143290.750000 Penalty: 3509.125000
	Iteration 17Q: 3 clusters Score -3143291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -3143302.750000 Penalty: 3509.125000
	Iteration 18Q: 3 clusters Score -3143303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -3143307.750000 Penalty: 3509.125000
	Iteration 19Q: 3 clusters Score -3143308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -3143309.250000 Penalty: 3509.125000
	Iteration 20F: 3 clusters Score -3143309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -3143314.500000 Penalty: 3509.125000
	Iteration 21Q: 3 clusters Score -3143314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -3143318.000000 Penalty: 3509.125000
	Iteration 22Q: 3 clusters Score -3143318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -3143318.000000 Penalty: 3509.125000
	Iteration 23Q: 3 clusters Score -3143318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -3143323.000000 Penalty: 3509.125000
	Iteration 24Q: 3 clusters Score -3143323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -3143326.500000 Penalty: 3509.125000
	Iteration 25Q: 3 clusters Score -3143326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -3143324.750000 Penalty: 3509.125000
	Iteration 26Q: 3 clusters Score -3143325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -3143326.750000 Penalty: 3509.125000
	Iteration 27Q: 3 clusters Score -3143327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -3143326.750000 Penalty: 3509.125000
	Iteration 28F: 3 clusters Score -3143327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Entering Unmasked Estep 
Score: -1128773.875000 Penalty: 1598.655884
	Iteration 0F: 2 clusters Score -1128774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1116045.750000 Penalty: 3197.311768
	Iteration 0F: 3 clusters Score -1116046 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1120553.000000 Penalty: 3197.311768
	Iteration 1F: 3 clusters Score -1120553 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1120833.875000 Penalty: 3197.311768
	Iteration 2Q: 3 clusters Score -1120834 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1121068.125000 Penalty: 3197.311768
	Iteration 3Q: 3 clusters Score -1121068 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1121292.000000 Penalty: 3197.311768
	Iteration 4Q: 3 clusters Score -1121292 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1121500.375000 Penalty: 3197.311768
	Iteration 5Q: 3 clusters Score -1121500 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1121733.375000 Penalty: 3197.311768
	Iteration 6Q: 3 clusters Score -1121733 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1122070.625000 Penalty: 3197.311768
	Iteration 7Q: 3 clusters Score -1122071 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1122521.125000 Penalty: 3197.311768
	Iteration 8Q: 3 clusters Score -1122521 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1123111.500000 Penalty: 3197.311768
	Iteration 9F: 3 clusters Score -1123112 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1123808.875000 Penalty: 3197.311768
	Iteration 10F: 3 clusters Score -1123809 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1124568.625000 Penalty: 3197.311768
	Iteration 11F: 3 clusters Score -1124569 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1125373.875000 Penalty: 3197.311768
	Iteration 12F: 3 clusters Score -1125374 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -1126052.125000 Penalty: 3197.311768
	Iteration 13Q: 3 clusters Score -1126052 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -1126599.375000 Penalty: 3197.311768
	Iteration 14Q: 3 clusters Score -1126599 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -1126982.500000 Penalty: 3197.311768
	Iteration 15Q: 3 clusters Score -1126982 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1127170.750000 Penalty: 3197.311768
	Iteration 16Q: 3 clusters Score -1127171 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -1127272.000000 Penalty: 3197.311768
	Iteration 17Q: 3 clusters Score -1127272 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -1127329.250000 Penalty: 3197.311768
	Iteration 18Q: 3 clusters Score -1127329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -1127350.250000 Penalty: 3197.311768
	Iteration 19Q: 3 clusters Score -1127350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -1127357.000000 Penalty: 3197.311768
	Iteration 20F: 3 clusters Score -1127357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -1127363.875000 Penalty: 3197.311768
	Iteration 21Q: 3 clusters Score -1127364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -1127372.875000 Penalty: 3197.311768
	Iteration 22Q: 3 clusters Score -1127373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -1127379.625000 Penalty: 3197.311768
	Iteration 23Q: 3 clusters Score -1127380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -1127385.375000 Penalty: 3197.311768
	Iteration 24Q: 3 clusters Score -1127385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -1127387.000000 Penalty: 3197.311768
	Iteration 25Q: 3 clusters Score -1127387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -1127389.125000 Penalty: 3197.311768
	Iteration 26Q: 3 clusters Score -1127389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -1127389.250000 Penalty: 3197.311768
	Iteration 27Q: 3 clusters Score -1127389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -1127391.000000 Penalty: 3197.311768
	Iteration 28Q: 3 clusters Score -1127391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -1127394.875000 Penalty: 3197.311768
	Iteration 29Q: 3 clusters Score -1127395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -1127400.875000 Penalty: 3197.311768
	Iteration 30Q: 3 clusters Score -1127401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -1127403.875000 Penalty: 3197.311768
	Iteration 31Q: 3 clusters Score -1127404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -1127403.875000 Penalty: 3197.311768
	Iteration 32F: 3 clusters Score -1127404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Entering Unmasked Estep 
Score: -1309282.250000 Penalty: 1614.742065
	Iteration 0F: 2 clusters Score -1309282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1295327.625000 Penalty: 3229.484131
	Iteration 0F: 3 clusters Score -1295328 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1301035.125000 Penalty: 3229.484131
	Iteration 1F: 3 clusters Score -1301035 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1301867.875000 Penalty: 3229.484131
	Iteration 2F: 3 clusters Score -1301868 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1302647.625000 Penalty: 3229.484131
	Iteration 3F: 3 clusters Score -1302648 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1303403.125000 Penalty: 3229.484131
	Iteration 4F: 3 clusters Score -1303403 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1304086.125000 Penalty: 3229.484131
	Iteration 5F: 3 clusters Score -1304086 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1304721.125000 Penalty: 3229.484131
	Iteration 6F: 3 clusters Score -1304721 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1305276.125000 Penalty: 3229.484131
	Iteration 7Q: 3 clusters Score -1305276 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1305702.875000 Penalty: 3229.484131
	Iteration 8Q: 3 clusters Score -1305703 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1306012.125000 Penalty: 3229.484131
	Iteration 9Q: 3 clusters Score -1306012 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1306328.375000 Penalty: 3229.484131
	Iteration 10Q: 3 clusters Score -1306328 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1306583.125000 Penalty: 3229.484131
	Iteration 11Q: 3 clusters Score -1306583 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1306818.750000 Penalty: 3229.484131
	Iteration 12Q: 3 clusters Score -1306819 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1307013.250000 Penalty: 3229.484131
	Iteration 13Q: 3 clusters Score -1307013 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1307198.625000 Penalty: 3229.484131
	Iteration 14Q: 3 clusters Score -1307199 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1307381.875000 Penalty: 3229.484131
	Iteration 15Q: 3 clusters Score -1307382 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1307539.625000 Penalty: 3229.484131
	Iteration 16Q: 3 clusters Score -1307540 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1307712.000000 Penalty: 3229.484131
	Iteration 17Q: 3 clusters Score -1307712 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1307870.500000 Penalty: 3229.484131
	Iteration 18Q: 3 clusters Score -1307870 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1308024.250000 Penalty: 3229.484131
	Iteration 19Q: 3 clusters Score -1308024 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1308170.500000 Penalty: 3229.484131
	Iteration 20F: 3 clusters Score -1308170 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1308308.375000 Penalty: 3229.484131
	Iteration 21Q: 3 clusters Score -1308308 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1308447.000000 Penalty: 3229.484131
	Iteration 22Q: 3 clusters Score -1308447 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1308579.125000 Penalty: 3229.484131
	Iteration 23Q: 3 clusters Score -1308579 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1308705.750000 Penalty: 3229.484131
	Iteration 24Q: 3 clusters Score -1308706 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1308783.500000 Penalty: 3229.484131
	Iteration 25Q: 3 clusters Score -1308784 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1308848.125000 Penalty: 3229.484131
	Iteration 26Q: 3 clusters Score -1308848 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1308897.500000 Penalty: 3229.484131
	Iteration 27Q: 3 clusters Score -1308898 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1308939.375000 Penalty: 3229.484131
	Iteration 28Q: 3 clusters Score -1308939 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1308968.375000 Penalty: 3229.484131
	Iteration 29Q: 3 clusters Score -1308968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1308998.875000 Penalty: 3229.484131
	Iteration 30Q: 3 clusters Score -1308999 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1309015.875000 Penalty: 3229.484131
	Iteration 31Q: 3 clusters Score -1309016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1309034.750000 Penalty: 3229.484131
	Iteration 32Q: 3 clusters Score -1309035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1309039.250000 Penalty: 3229.484131
	Iteration 33Q: 3 clusters Score -1309039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1309046.250000 Penalty: 3229.484131
	Iteration 34Q: 3 clusters Score -1309046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1309055.000000 Penalty: 3229.484131
	Iteration 35Q: 3 clusters Score -1309055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1309060.000000 Penalty: 3229.484131
	Iteration 36Q: 3 clusters Score -1309060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1309063.375000 Penalty: 3229.484131
	Iteration 37Q: 3 clusters Score -1309063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1309069.125000 Penalty: 3229.484131
	Iteration 38Q: 3 clusters Score -1309069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1309071.625000 Penalty: 3229.484131
	Iteration 39Q: 3 clusters Score -1309072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1309087.375000 Penalty: 3229.484131
	Iteration 40F: 3 clusters Score -1309087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1309094.000000 Penalty: 3229.484131
	Iteration 41Q: 3 clusters Score -1309094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1309099.875000 Penalty: 3229.484131
	Iteration 42Q: 3 clusters Score -1309100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1309101.750000 Penalty: 3229.484131
	Iteration 43Q: 3 clusters Score -1309102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1309102.875000 Penalty: 3229.484131
	Iteration 44Q: 3 clusters Score -1309103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1309102.625000 Penalty: 3229.484131
	Iteration 45Q: 3 clusters Score -1309103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1309102.625000 Penalty: 3229.484131
	Iteration 46F: 3 clusters Score -1309103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (124782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124782 members 
Entering Unmasked Estep 
Score: -8001996.500000 Penalty: 1906.827515
	Iteration 0F: 2 clusters Score -8001996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 62175 members 
Entering Unmasked Estep 
Score: -7918360.000000 Penalty: 3813.655029
	Iteration 0F: 3 clusters Score -7918360 nChanged 59795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66052 members 
Mstep: Class 2 contains 58730 members 
Entering Unmasked Estep 
Score: -7953769.000000 Penalty: 3813.655029
	Iteration 1F: 3 clusters Score -7953769 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68369 members 
Mstep: Class 2 contains 56413 members 
Entering Unmasked Estep 
Score: -7954920.000000 Penalty: 3813.655029
	Iteration 2Q: 3 clusters Score -7954920 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72021 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -7956613.000000 Penalty: 3813.655029
	Iteration 3Q: 3 clusters Score -7956613 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77477 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -7959613.500000 Penalty: 3813.655029
	Iteration 4Q: 3 clusters Score -7959614 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85127 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -7964768.500000 Penalty: 3813.655029
	Iteration 5F: 3 clusters Score -7964768 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94777 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -7972814.000000 Penalty: 3813.655029
	Iteration 6F: 3 clusters Score -7972814 nChanged 9994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104659 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -7981941.000000 Penalty: 3813.655029
	Iteration 7F: 3 clusters Score -7981941 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112695 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -7989689.500000 Penalty: 3813.655029
	Iteration 8F: 3 clusters Score -7989690 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117980 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -7994674.000000 Penalty: 3813.655029
	Iteration 9Q: 3 clusters Score -7994674 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121019 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -7997445.000000 Penalty: 3813.655029
	Iteration 10Q: 3 clusters Score -7997445 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122543 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -7998766.000000 Penalty: 3813.655029
	Iteration 11Q: 3 clusters Score -7998766 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123383 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -7999506.500000 Penalty: 3813.655029
	Iteration 12Q: 3 clusters Score -7999506 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123801 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7999821.000000 Penalty: 3813.655029
	Iteration 13Q: 3 clusters Score -7999821 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124010 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7999984.000000 Penalty: 3813.655029
	Iteration 14Q: 3 clusters Score -7999984 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124157 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8000110.500000 Penalty: 3813.655029
	Iteration 15Q: 3 clusters Score -8000110 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124254 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8000190.500000 Penalty: 3813.655029
	Iteration 16Q: 3 clusters Score -8000190 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124311 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8000245.500000 Penalty: 3813.655029
	Iteration 17Q: 3 clusters Score -8000246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124359 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8000282.500000 Penalty: 3813.655029
	Iteration 18Q: 3 clusters Score -8000282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124385 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8000304.500000 Penalty: 3813.655029
	Iteration 19Q: 3 clusters Score -8000304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124403 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8000330.000000 Penalty: 3813.655029
	Iteration 20F: 3 clusters Score -8000330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124416 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8000343.000000 Penalty: 3813.655029
	Iteration 21Q: 3 clusters Score -8000343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124420 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8000348.000000 Penalty: 3813.655029
	Iteration 22Q: 3 clusters Score -8000348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124424 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8000350.500000 Penalty: 3813.655029
	Iteration 23Q: 3 clusters Score -8000350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124424 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8000347.000000 Penalty: 3813.655029
	Iteration 24Q: 3 clusters Score -8000347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124425 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8000346.500000 Penalty: 3813.655029
	Iteration 25Q: 3 clusters Score -8000346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124427 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8000351.500000 Penalty: 3813.655029
	Iteration 26Q: 3 clusters Score -8000352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124429 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8000345.500000 Penalty: 3813.655029
	Iteration 27Q: 3 clusters Score -8000346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124434 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8000347.500000 Penalty: 3813.655029
	Iteration 28Q: 3 clusters Score -8000348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124440 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8000359.500000 Penalty: 3813.655029
	Iteration 29Q: 3 clusters Score -8000360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124441 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8000364.000000 Penalty: 3813.655029
	Iteration 30Q: 3 clusters Score -8000364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124444 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8000368.500000 Penalty: 3813.655029
	Iteration 31Q: 3 clusters Score -8000368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124448 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8000369.500000 Penalty: 3813.655029
	Iteration 32Q: 3 clusters Score -8000370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124451 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8000374.000000 Penalty: 3813.655029
	Iteration 33Q: 3 clusters Score -8000374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124456 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8000376.000000 Penalty: 3813.655029
	Iteration 34Q: 3 clusters Score -8000376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124458 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8000384.000000 Penalty: 3813.655029
	Iteration 35Q: 3 clusters Score -8000384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124460 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8000390.000000 Penalty: 3813.655029
	Iteration 36Q: 3 clusters Score -8000390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124466 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8000402.500000 Penalty: 3813.655029
	Iteration 37Q: 3 clusters Score -8000402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124470 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8000405.500000 Penalty: 3813.655029
	Iteration 38Q: 3 clusters Score -8000406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124472 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8000409.500000 Penalty: 3813.655029
	Iteration 39Q: 3 clusters Score -8000410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124469 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8000413.500000 Penalty: 3813.655029
	Iteration 40F: 3 clusters Score -8000414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124468 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8000414.500000 Penalty: 3813.655029
	Iteration 41Q: 3 clusters Score -8000414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124468 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8000414.500000 Penalty: 3813.655029
	Iteration 42F: 3 clusters Score -8000414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Entering Unmasked Estep 
Score: -983585.812500 Penalty: 1564.945068
	Iteration 0F: 2 clusters Score -983585.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -973050.437500 Penalty: 3129.890137
	Iteration 0F: 3 clusters Score -973050.4 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -976835.250000 Penalty: 3129.890137
	Iteration 1F: 3 clusters Score -976835.2 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -977367.937500 Penalty: 3129.890137
	Iteration 2F: 3 clusters Score -977367.9 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -978115.000000 Penalty: 3129.890137
	Iteration 3F: 3 clusters Score -978115 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -979099.437500 Penalty: 3129.890137
	Iteration 4F: 3 clusters Score -979099.4 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -980222.500000 Penalty: 3129.890137
	Iteration 5F: 3 clusters Score -980222.5 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -981343.000000 Penalty: 3129.890137
	Iteration 6F: 3 clusters Score -981343 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -982211.750000 Penalty: 3129.890137
	Iteration 7F: 3 clusters Score -982211.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -982675.562500 Penalty: 3129.890137
	Iteration 8Q: 3 clusters Score -982675.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -982839.437500 Penalty: 3129.890137
	Iteration 9Q: 3 clusters Score -982839.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -982900.187500 Penalty: 3129.890137
	Iteration 10Q: 3 clusters Score -982900.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -982932.562500 Penalty: 3129.890137
	Iteration 11Q: 3 clusters Score -982932.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -982944.437500 Penalty: 3129.890137
	Iteration 12Q: 3 clusters Score -982944.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -982957.187500 Penalty: 3129.890137
	Iteration 13Q: 3 clusters Score -982957.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -982969.687500 Penalty: 3129.890137
	Iteration 14Q: 3 clusters Score -982969.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -982972.500000 Penalty: 3129.890137
	Iteration 15Q: 3 clusters Score -982972.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -982975.812500 Penalty: 3129.890137
	Iteration 16Q: 3 clusters Score -982975.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -982980.000000 Penalty: 3129.890137
	Iteration 17Q: 3 clusters Score -982980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -982980.687500 Penalty: 3129.890137
	Iteration 18Q: 3 clusters Score -982980.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -982981.687500 Penalty: 3129.890137
	Iteration 19Q: 3 clusters Score -982981.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -982987.250000 Penalty: 3129.890137
	Iteration 20F: 3 clusters Score -982987.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -982989.000000 Penalty: 3129.890137
	Iteration 21Q: 3 clusters Score -982989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -982994.062500 Penalty: 3129.890137
	Iteration 22Q: 3 clusters Score -982994.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -982992.312500 Penalty: 3129.890137
	Iteration 23Q: 3 clusters Score -982992.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -982996.562500 Penalty: 3129.890137
	Iteration 24Q: 3 clusters Score -982996.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -983000.000000 Penalty: 3129.890137
	Iteration 25Q: 3 clusters Score -983000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -983006.375000 Penalty: 3129.890137
	Iteration 26Q: 3 clusters Score -983006.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -983007.062500 Penalty: 3129.890137
	Iteration 27Q: 3 clusters Score -983007.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -983008.437500 Penalty: 3129.890137
	Iteration 28Q: 3 clusters Score -983008.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -983008.562500 Penalty: 3129.890137
	Iteration 29Q: 3 clusters Score -983008.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -983010.000000 Penalty: 3129.890137
	Iteration 30Q: 3 clusters Score -983010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -983009.500000 Penalty: 3129.890137
	Iteration 31Q: 3 clusters Score -983009.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -983011.375000 Penalty: 3129.890137
	Iteration 32Q: 3 clusters Score -983011.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -983011.625000 Penalty: 3129.890137
	Iteration 33Q: 3 clusters Score -983011.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -983015.750000 Penalty: 3129.890137
	Iteration 34Q: 3 clusters Score -983015.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -983017.812500 Penalty: 3129.890137
	Iteration 35Q: 3 clusters Score -983017.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -983018.750000 Penalty: 3129.890137
	Iteration 36Q: 3 clusters Score -983018.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -983019.125000 Penalty: 3129.890137
	Iteration 37Q: 3 clusters Score -983019.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -983020.062500 Penalty: 3129.890137
	Iteration 38Q: 3 clusters Score -983020.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -983022.437500 Penalty: 3129.890137
	Iteration 39Q: 3 clusters Score -983022.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -983021.750000 Penalty: 3129.890137
	Iteration 40F: 3 clusters Score -983021.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -983020.312500 Penalty: 3129.890137
	Iteration 41Q: 3 clusters Score -983020.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -983022.187500 Penalty: 3129.890137
	Iteration 42Q: 3 clusters Score -983022.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -983024.125000 Penalty: 3129.890137
	Iteration 43Q: 3 clusters Score -983024.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -983023.500000 Penalty: 3129.890137
	Iteration 44Q: 3 clusters Score -983023.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -983026.000000 Penalty: 3129.890137
	Iteration 45Q: 3 clusters Score -983026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -983026.187500 Penalty: 3129.890137
	Iteration 46Q: 3 clusters Score -983026.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -983024.125000 Penalty: 3129.890137
	Iteration 47Q: 3 clusters Score -983024.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -983026.000000 Penalty: 3129.890137
	Iteration 48Q: 3 clusters Score -983026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -983025.250000 Penalty: 3129.890137
	Iteration 49Q: 3 clusters Score -983025.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -983025.562500 Penalty: 3129.890137
	Iteration 50Q: 3 clusters Score -983025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -983028.250000 Penalty: 3129.890137
	Iteration 51Q: 3 clusters Score -983028.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -983027.812500 Penalty: 3129.890137
	Iteration 52Q: 3 clusters Score -983027.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -983026.437500 Penalty: 3129.890137
	Iteration 53Q: 3 clusters Score -983026.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -983028.625000 Penalty: 3129.890137
	Iteration 54Q: 3 clusters Score -983028.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -983028.625000 Penalty: 3129.890137
	Iteration 55F: 3 clusters Score -983028.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Entering Unmasked Estep 
Score: -1588288.875000 Penalty: 1644.606079
	Iteration 0F: 2 clusters Score -1588289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1571550.375000 Penalty: 3289.212158
	Iteration 0F: 3 clusters Score -1571550 nChanged 11306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1577756.750000 Penalty: 3289.212158
	Iteration 1F: 3 clusters Score -1577757 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1578190.375000 Penalty: 3289.212158
	Iteration 2Q: 3 clusters Score -1578190 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1578734.250000 Penalty: 3289.212158
	Iteration 3F: 3 clusters Score -1578734 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1579473.125000 Penalty: 3289.212158
	Iteration 4F: 3 clusters Score -1579473 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1580492.500000 Penalty: 3289.212158
	Iteration 5F: 3 clusters Score -1580492 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1581800.875000 Penalty: 3289.212158
	Iteration 6F: 3 clusters Score -1581801 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1583226.125000 Penalty: 3289.212158
	Iteration 7F: 3 clusters Score -1583226 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1584603.125000 Penalty: 3289.212158
	Iteration 8F: 3 clusters Score -1584603 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1585495.625000 Penalty: 3289.212158
	Iteration 9Q: 3 clusters Score -1585496 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1585917.000000 Penalty: 3289.212158
	Iteration 10Q: 3 clusters Score -1585917 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1586089.875000 Penalty: 3289.212158
	Iteration 11Q: 3 clusters Score -1586090 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1586208.375000 Penalty: 3289.212158
	Iteration 12Q: 3 clusters Score -1586208 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1586293 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1586364 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1586431.375000 Penalty: 3289.212158
	Iteration 15Q: 3 clusters Score -1586431 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1586479 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1586521 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1586551 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1586572 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1586601.000000 Penalty: 3289.212158
	Iteration 20F: 3 clusters Score -1586601 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1586627.000000 Penalty: 3289.212158
	Iteration 21Q: 3 clusters Score -1586627 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1586650 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1586664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1586680 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1586691 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1586719 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1586743 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1586769 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1586794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1586806 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1586823.625000 Penalty: 3289.212158
	Iteration 31Q: 3 clusters Score -1586824 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1586828.875000 Penalty: 3289.212158
	Iteration 32Q: 3 clusters Score -1586829 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1586842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1586844 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1586854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1586860.625000 Penalty: 3289.212158
	Iteration 36Q: 3 clusters Score -1586861 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1586868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1586878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1586879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1586888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1586897 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1586906.625000 Penalty: 3289.212158
	Iteration 42Q: 3 clusters Score -1586907 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1586914.625000 Penalty: 3289.212158
	Iteration 43Q: 3 clusters Score -1586915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1586920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1586923.125000 Penalty: 3289.212158
	Iteration 45Q: 3 clusters Score -1586923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1586933.375000 Penalty: 3289.212158
	Iteration 46Q: 3 clusters Score -1586933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1586936.625000 Penalty: 3289.212158
	Iteration 47Q: 3 clusters Score -1586937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1586946.625000 Penalty: 3289.212158
	Iteration 48Q: 3 clusters Score -1586947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1586948.750000 Penalty: 3289.212158
	Iteration 49Q: 3 clusters Score -1586949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1586955.375000 Penalty: 3289.212158
	Iteration 50Q: 3 clusters Score -1586955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1586955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1586959.625000 Penalty: 3289.212158
	Iteration 52Q: 3 clusters Score -1586960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1586963.750000 Penalty: 3289.212158
	Iteration 53Q: 3 clusters Score -1586964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1586964.750000 Penalty: 3289.212158
	Iteration 54Q: 3 clusters Score -1586965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1586964.500000 Penalty: 3289.212158
	Iteration 55Q: 3 clusters Score -1586964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1586967.125000 Penalty: 3289.212158
	Iteration 56Q: 3 clusters Score -1586967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1586967.125000 Penalty: 3289.212158
	Iteration 57Q: 3 clusters Score -1586967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1586967.250000 Penalty: 3289.212158
	Iteration 58Q: 3 clusters Score -1586967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1586968.250000 Penalty: 3289.212158
	Iteration 59Q: 3 clusters Score -1586968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1586968.500000 Penalty: 3289.212158
	Iteration 60F: 3 clusters Score -1586968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1586967.250000 Penalty: 3289.212158
	Iteration 61Q: 3 clusters Score -1586967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1586970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1586971.125000 Penalty: 3289.212158
	Iteration 63Q: 3 clusters Score -1586971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1586972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1586974.750000 Penalty: 3289.212158
	Iteration 65Q: 3 clusters Score -1586975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1586978.750000 Penalty: 3289.212158
	Iteration 66Q: 3 clusters Score -1586979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1586979.000000 Penalty: 3289.212158
	Iteration 67Q: 3 clusters Score -1586979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1586980.000000 Penalty: 3289.212158
	Iteration 68Q: 3 clusters Score -1586980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1586981.625000 Penalty: 3289.212158
	Iteration 69Q: 3 clusters Score -1586982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1586982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 1320 members 
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Score: -1586983.750000 Penalty: 3289.212158
	Iteration 71Q: 3 clusters Score -1586984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 1316 members 
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	Iteration 72Q: 3 clusters Score -1586986 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23535 members 
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	Iteration 73Q: 3 clusters Score -1586984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 1315 members 
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	Iteration 74Q: 3 clusters Score -1586984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1586989.375000 Penalty: 3289.212158
	Iteration 75Q: 3 clusters Score -1586989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 1306 members 
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Score: -1586987.625000 Penalty: 3289.212158
	Iteration 76Q: 3 clusters Score -1586988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 1303 members 
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	Iteration 77Q: 3 clusters Score -1586988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1586988.375000 Penalty: 3289.212158
	Iteration 78Q: 3 clusters Score -1586988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1586990.625000 Penalty: 3289.212158
	Iteration 79Q: 3 clusters Score -1586991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1586991.250000 Penalty: 3289.212158
	Iteration 80F: 3 clusters Score -1586991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1586991.250000 Penalty: 3289.212158
	Iteration 81Q: 3 clusters Score -1586991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1586989.375000 Penalty: 3289.212158
	Iteration 82Q: 3 clusters Score -1586989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1586992.875000 Penalty: 3289.212158
	Iteration 83Q: 3 clusters Score -1586993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1586995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1586999.500000 Penalty: 3289.212158
	Iteration 85Q: 3 clusters Score -1587000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1587000.625000 Penalty: 3289.212158
	Iteration 86Q: 3 clusters Score -1587001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1587002.125000 Penalty: 3289.212158
	Iteration 87Q: 3 clusters Score -1587002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1587003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1587007.500000 Penalty: 3289.212158
	Iteration 89Q: 3 clusters Score -1587008 nChanged 11
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Score: -1587011.375000 Penalty: 3289.212158
	Iteration 90Q: 3 clusters Score -1587011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1587015.125000 Penalty: 3289.212158
	Iteration 91Q: 3 clusters Score -1587015 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1587017.500000 Penalty: 3289.212158
	Iteration 92Q: 3 clusters Score -1587018 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1587021.625000 Penalty: 3289.212158
	Iteration 93Q: 3 clusters Score -1587022 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1587025.500000 Penalty: 3289.212158
	Iteration 94Q: 3 clusters Score -1587026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1587028.875000 Penalty: 3289.212158
	Iteration 95Q: 3 clusters Score -1587029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 1122 members 
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	Iteration 96Q: 3 clusters Score -1587029 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1587032.125000 Penalty: 3289.212158
	Iteration 97Q: 3 clusters Score -1587032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1587036.625000 Penalty: 3289.212158
	Iteration 98Q: 3 clusters Score -1587037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1587042.375000 Penalty: 3289.212158
	Iteration 99Q: 3 clusters Score -1587042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1587048.125000 Penalty: 3289.212158
	Iteration 100F: 3 clusters Score -1587048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1587052.375000 Penalty: 3289.212158
	Iteration 101Q: 3 clusters Score -1587052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1587058.750000 Penalty: 3289.212158
	Iteration 102Q: 3 clusters Score -1587059 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1587064.625000 Penalty: 3289.212158
	Iteration 103Q: 3 clusters Score -1587065 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1587068.875000 Penalty: 3289.212158
	Iteration 104Q: 3 clusters Score -1587069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1587073.875000 Penalty: 3289.212158
	Iteration 105Q: 3 clusters Score -1587074 nChanged 14
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Entering Unmasked Estep 
Score: -1587074.000000 Penalty: 3289.212158
	Iteration 106Q: 3 clusters Score -1587074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1587073.250000 Penalty: 3289.212158
	Iteration 107Q: 3 clusters Score -1587073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1587075.375000 Penalty: 3289.212158
	Iteration 108Q: 3 clusters Score -1587075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1587083.000000 Penalty: 3289.212158
	Iteration 109Q: 3 clusters Score -1587083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1587087.750000 Penalty: 3289.212158
	Iteration 110Q: 3 clusters Score -1587088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1587088.750000 Penalty: 3289.212158
	Iteration 111Q: 3 clusters Score -1587089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1587091.875000 Penalty: 3289.212158
	Iteration 112Q: 3 clusters Score -1587092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1587090.250000 Penalty: 3289.212158
	Iteration 113Q: 3 clusters Score -1587090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1587093.250000 Penalty: 3289.212158
	Iteration 114Q: 3 clusters Score -1587093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1587095.125000 Penalty: 3289.212158
	Iteration 115Q: 3 clusters Score -1587095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1587096.125000 Penalty: 3289.212158
	Iteration 116Q: 3 clusters Score -1587096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1587094.875000 Penalty: 3289.212158
	Iteration 117Q: 3 clusters Score -1587095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1587095.625000 Penalty: 3289.212158
	Iteration 118Q: 3 clusters Score -1587096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1587095.125000 Penalty: 3289.212158
	Iteration 119Q: 3 clusters Score -1587095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1587094.500000 Penalty: 3289.212158
	Iteration 120F: 3 clusters Score -1587094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1587092.750000 Penalty: 3289.212158
	Iteration 121Q: 3 clusters Score -1587093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1587092.750000 Penalty: 3289.212158
	Iteration 122F: 3 clusters Score -1587093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Entering Unmasked Estep 
Score: -1049618.125000 Penalty: 1576.770996
	Iteration 0F: 2 clusters Score -1049618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1038390.250000 Penalty: 3153.541992
	Iteration 0F: 3 clusters Score -1038390 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1042234.625000 Penalty: 3153.541992
	Iteration 1F: 3 clusters Score -1042235 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1042488.437500 Penalty: 3153.541992
	Iteration 2Q: 3 clusters Score -1042488 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1042670.187500 Penalty: 3153.541992
	Iteration 3Q: 3 clusters Score -1042670 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1042810.812500 Penalty: 3153.541992
	Iteration 4Q: 3 clusters Score -1042811 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1042953.937500 Penalty: 3153.541992
	Iteration 5Q: 3 clusters Score -1042954 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1043092.500000 Penalty: 3153.541992
	Iteration 6Q: 3 clusters Score -1043092 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1043236.312500 Penalty: 3153.541992
	Iteration 7Q: 3 clusters Score -1043236 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1043371.187500 Penalty: 3153.541992
	Iteration 8Q: 3 clusters Score -1043371 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1043534.562500 Penalty: 3153.541992
	Iteration 9Q: 3 clusters Score -1043535 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1043731.875000 Penalty: 3153.541992
	Iteration 10Q: 3 clusters Score -1043732 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1043972.187500 Penalty: 3153.541992
	Iteration 11Q: 3 clusters Score -1043972 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1044288.562500 Penalty: 3153.541992
	Iteration 12Q: 3 clusters Score -1044289 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1044726.437500 Penalty: 3153.541992
	Iteration 13Q: 3 clusters Score -1044726 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1045269.562500 Penalty: 3153.541992
	Iteration 14Q: 3 clusters Score -1045270 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1045823.937500 Penalty: 3153.541992
	Iteration 15Q: 3 clusters Score -1045824 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1046356.375000 Penalty: 3153.541992
	Iteration 16Q: 3 clusters Score -1046356 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1046807.750000 Penalty: 3153.541992
	Iteration 17Q: 3 clusters Score -1046808 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1047213.937500 Penalty: 3153.541992
	Iteration 18Q: 3 clusters Score -1047214 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1047537.875000 Penalty: 3153.541992
	Iteration 19Q: 3 clusters Score -1047538 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1047750.437500 Penalty: 3153.541992
	Iteration 20F: 3 clusters Score -1047750 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1047905.500000 Penalty: 3153.541992
	Iteration 21Q: 3 clusters Score -1047906 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1048003.625000 Penalty: 3153.541992
	Iteration 22Q: 3 clusters Score -1048004 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1048075.750000 Penalty: 3153.541992
	Iteration 23Q: 3 clusters Score -1048076 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1048126.250000 Penalty: 3153.541992
	Iteration 24Q: 3 clusters Score -1048126 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1048155.312500 Penalty: 3153.541992
	Iteration 25Q: 3 clusters Score -1048155 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1048181.062500 Penalty: 3153.541992
	Iteration 26Q: 3 clusters Score -1048181 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1048205.687500 Penalty: 3153.541992
	Iteration 27Q: 3 clusters Score -1048206 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1048228.062500 Penalty: 3153.541992
	Iteration 28Q: 3 clusters Score -1048228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1048241.250000 Penalty: 3153.541992
	Iteration 29Q: 3 clusters Score -1048241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1048252.125000 Penalty: 3153.541992
	Iteration 30Q: 3 clusters Score -1048252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1048261.187500 Penalty: 3153.541992
	Iteration 31Q: 3 clusters Score -1048261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1048272.625000 Penalty: 3153.541992
	Iteration 32Q: 3 clusters Score -1048273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1048282.750000 Penalty: 3153.541992
	Iteration 33Q: 3 clusters Score -1048283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1048290.875000 Penalty: 3153.541992
	Iteration 34Q: 3 clusters Score -1048291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1048293.875000 Penalty: 3153.541992
	Iteration 35Q: 3 clusters Score -1048294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1048297.312500 Penalty: 3153.541992
	Iteration 36Q: 3 clusters Score -1048297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1048301.500000 Penalty: 3153.541992
	Iteration 37Q: 3 clusters Score -1048302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1048301.687500 Penalty: 3153.541992
	Iteration 38Q: 3 clusters Score -1048302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1048304.250000 Penalty: 3153.541992
	Iteration 39Q: 3 clusters Score -1048304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1048301.812500 Penalty: 3153.541992
	Iteration 40F: 3 clusters Score -1048302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1048304.062500 Penalty: 3153.541992
	Iteration 41Q: 3 clusters Score -1048304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1048303.437500 Penalty: 3153.541992
	Iteration 42Q: 3 clusters Score -1048303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1048306.187500 Penalty: 3153.541992
	Iteration 43Q: 3 clusters Score -1048306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1048307.125000 Penalty: 3153.541992
	Iteration 44Q: 3 clusters Score -1048307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1048307.937500 Penalty: 3153.541992
	Iteration 45Q: 3 clusters Score -1048308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1048309.750000 Penalty: 3153.541992
	Iteration 46Q: 3 clusters Score -1048310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1048312.937500 Penalty: 3153.541992
	Iteration 47Q: 3 clusters Score -1048313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1048314.875000 Penalty: 3153.541992
	Iteration 48Q: 3 clusters Score -1048315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1048318.125000 Penalty: 3153.541992
	Iteration 49Q: 3 clusters Score -1048318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1048321.250000 Penalty: 3153.541992
	Iteration 50Q: 3 clusters Score -1048321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1048323.000000 Penalty: 3153.541992
	Iteration 51Q: 3 clusters Score -1048323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1048326.125000 Penalty: 3153.541992
	Iteration 52Q: 3 clusters Score -1048326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1048326.812500 Penalty: 3153.541992
	Iteration 53Q: 3 clusters Score -1048327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1048328.500000 Penalty: 3153.541992
	Iteration 54Q: 3 clusters Score -1048328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1048329.375000 Penalty: 3153.541992
	Iteration 55Q: 3 clusters Score -1048329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1048327.875000 Penalty: 3153.541992
	Iteration 56Q: 3 clusters Score -1048328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1048327.875000 Penalty: 3153.541992
	Iteration 57F: 3 clusters Score -1048328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Entering Unmasked Estep 
Score: -135889.062500 Penalty: 1244.998169
	Iteration 0F: 2 clusters Score -135889.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -133730.281250 Penalty: 2489.996338
	Iteration 0F: 3 clusters Score -133730.3 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -134176.031250 Penalty: 2489.996338
	Iteration 1F: 3 clusters Score -134176 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -134264.828125 Penalty: 2489.996338
	Iteration 2F: 3 clusters Score -134264.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -134330.390625 Penalty: 2489.996338
	Iteration 3Q: 3 clusters Score -134330.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -134361.203125 Penalty: 2489.996338
	Iteration 4Q: 3 clusters Score -134361.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -134378.234375 Penalty: 2489.996338
	Iteration 5Q: 3 clusters Score -134378.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -134394.828125 Penalty: 2489.996338
	Iteration 6Q: 3 clusters Score -134394.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -134405.343750 Penalty: 2489.996338
	Iteration 7Q: 3 clusters Score -134405.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -134412.609375 Penalty: 2489.996338
	Iteration 8Q: 3 clusters Score -134412.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -134419.484375 Penalty: 2489.996338
	Iteration 9Q: 3 clusters Score -134419.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -134425.890625 Penalty: 2489.996338
	Iteration 10Q: 3 clusters Score -134425.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -134429.812500 Penalty: 2489.996338
	Iteration 11Q: 3 clusters Score -134429.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -134434.968750 Penalty: 2489.996338
	Iteration 12Q: 3 clusters Score -134435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -134440.687500 Penalty: 2489.996338
	Iteration 13Q: 3 clusters Score -134440.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -134449.953125 Penalty: 2489.996338
	Iteration 14Q: 3 clusters Score -134450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -134458.890625 Penalty: 2489.996338
	Iteration 15Q: 3 clusters Score -134458.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -134465.500000 Penalty: 2489.996338
	Iteration 16Q: 3 clusters Score -134465.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -134468.890625 Penalty: 2489.996338
	Iteration 17Q: 3 clusters Score -134468.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -134471.093750 Penalty: 2489.996338
	Iteration 18Q: 3 clusters Score -134471.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -134473.343750 Penalty: 2489.996338
	Iteration 19Q: 3 clusters Score -134473.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -134476.406250 Penalty: 2489.996338
	Iteration 20F: 3 clusters Score -134476.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -134480.031250 Penalty: 2489.996338
	Iteration 21Q: 3 clusters Score -134480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -134481.843750 Penalty: 2489.996338
	Iteration 22Q: 3 clusters Score -134481.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -134484.093750 Penalty: 2489.996338
	Iteration 23Q: 3 clusters Score -134484.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -134485.015625 Penalty: 2489.996338
	Iteration 24Q: 3 clusters Score -134485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -134485.203125 Penalty: 2489.996338
	Iteration 25Q: 3 clusters Score -134485.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -134485.562500 Penalty: 2489.996338
	Iteration 26Q: 3 clusters Score -134485.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -134485.828125 Penalty: 2489.996338
	Iteration 27Q: 3 clusters Score -134485.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -134485.828125 Penalty: 2489.996338
	Iteration 28F: 3 clusters Score -134485.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17919 members 
Mstep: Class 5 contains 366807 members 
Mstep: Class 6 contains 13037 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48889 members 
Mstep: Class 14 contains 18730 members 
Mstep: Class 15 contains 20679 members 
Mstep: Class 16 contains 124782 members 
Mstep: Class 19 contains 15221 members 
Mstep: Class 21 contains 24851 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796516.000000 Penalty: 32744.896484
Iteration 119Q: 16 clusters Score -4.179652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17919 members 
Mstep: Class 5 contains 366816 members 
Mstep: Class 6 contains 13037 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48885 members 
Mstep: Class 14 contains 18730 members 
Mstep: Class 15 contains 20679 members 
Mstep: Class 16 contains 124783 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24844 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796492.000000 Penalty: 32744.896484
Iteration 120F: 16 clusters Score -4.179649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17919 members 
Mstep: Class 5 contains 366822 members 
Mstep: Class 6 contains 13037 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48878 members 
Mstep: Class 14 contains 18730 members 
Mstep: Class 15 contains 20680 members 
Mstep: Class 16 contains 124784 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24839 members 
Mstep: Class 22 contains 16371 members 
Mstep: Class 23 contains 2130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796516.000000 Penalty: 32744.896484
Iteration 121Q: 16 clusters Score -4.179652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17920 members 
Mstep: Class 5 contains 366826 members 
Mstep: Class 6 contains 13037 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48874 members 
Mstep: Class 14 contains 18730 members 
Mstep: Class 15 contains 20679 members 
Mstep: Class 16 contains 124784 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24834 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796516.000000 Penalty: 32744.896484
Iteration 122Q: 16 clusters Score -4.179652e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17920 members 
Mstep: Class 5 contains 366826 members 
Mstep: Class 6 contains 13036 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48874 members 
Mstep: Class 14 contains 18730 members 
Mstep: Class 15 contains 20680 members 
Mstep: Class 16 contains 124786 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24827 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796516.000000 Penalty: 32744.896484
Iteration 123Q: 16 clusters Score -4.179652e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17920 members 
Mstep: Class 5 contains 366825 members 
Mstep: Class 6 contains 13035 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48871 members 
Mstep: Class 14 contains 18730 members 
Mstep: Class 15 contains 20679 members 
Mstep: Class 16 contains 124786 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24824 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796460.000000 Penalty: 32744.896484
Iteration 124Q: 16 clusters Score -4.179646e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17919 members 
Mstep: Class 5 contains 366819 members 
Mstep: Class 6 contains 13036 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48862 members 
Mstep: Class 14 contains 18731 members 
Mstep: Class 15 contains 20680 members 
Mstep: Class 16 contains 124793 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24823 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796472.000000 Penalty: 32744.896484
Iteration 125Q: 16 clusters Score -4.179647e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17919 members 
Mstep: Class 5 contains 366815 members 
Mstep: Class 6 contains 13036 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48854 members 
Mstep: Class 14 contains 18731 members 
Mstep: Class 15 contains 20680 members 
Mstep: Class 16 contains 124800 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24823 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796464.000000 Penalty: 32744.896484
Iteration 126Q: 16 clusters Score -4.179646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17919 members 
Mstep: Class 5 contains 366815 members 
Mstep: Class 6 contains 13036 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48846 members 
Mstep: Class 14 contains 18731 members 
Mstep: Class 15 contains 20680 members 
Mstep: Class 16 contains 124801 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24823 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796500.000000 Penalty: 32744.896484
Iteration 127Q: 16 clusters Score -4.17965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17918 members 
Mstep: Class 5 contains 366817 members 
Mstep: Class 6 contains 13036 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48841 members 
Mstep: Class 14 contains 18731 members 
Mstep: Class 15 contains 20680 members 
Mstep: Class 16 contains 124805 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24821 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796484.000000 Penalty: 32744.896484
Iteration 128Q: 16 clusters Score -4.179648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17918 members 
Mstep: Class 5 contains 366821 members 
Mstep: Class 6 contains 13036 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48836 members 
Mstep: Class 14 contains 18731 members 
Mstep: Class 15 contains 20679 members 
Mstep: Class 16 contains 124809 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24819 members 
Mstep: Class 22 contains 16369 members 
Mstep: Class 23 contains 2172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796488.000000 Penalty: 32744.896484
Iteration 129Q: 16 clusters Score -4.179649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17918 members 
Mstep: Class 5 contains 366823 members 
Mstep: Class 6 contains 13036 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48834 members 
Mstep: Class 14 contains 18731 members 
Mstep: Class 15 contains 20679 members 
Mstep: Class 16 contains 124813 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24813 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796492.000000 Penalty: 32744.896484
Iteration 130Q: 16 clusters Score -4.179649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17918 members 
Mstep: Class 5 contains 366821 members 
Mstep: Class 6 contains 13036 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48834 members 
Mstep: Class 14 contains 18732 members 
Mstep: Class 15 contains 20679 members 
Mstep: Class 16 contains 124816 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24810 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796488.000000 Penalty: 32744.896484
Iteration 131Q: 16 clusters Score -4.179649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17918 members 
Mstep: Class 5 contains 366822 members 
Mstep: Class 6 contains 13036 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48833 members 
Mstep: Class 14 contains 18732 members 
Mstep: Class 15 contains 20678 members 
Mstep: Class 16 contains 124818 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24807 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796500.000000 Penalty: 32744.896484
Iteration 132Q: 16 clusters Score -4.17965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17918 members 
Mstep: Class 5 contains 366823 members 
Mstep: Class 6 contains 13036 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48833 members 
Mstep: Class 14 contains 18732 members 
Mstep: Class 15 contains 20676 members 
Mstep: Class 16 contains 124822 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24804 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796484.000000 Penalty: 32744.896484
Iteration 133Q: 16 clusters Score -4.179648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17918 members 
Mstep: Class 5 contains 366822 members 
Mstep: Class 6 contains 13036 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48833 members 
Mstep: Class 14 contains 18732 members 
Mstep: Class 15 contains 20674 members 
Mstep: Class 16 contains 124827 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24802 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796484.000000 Penalty: 32744.896484
Iteration 134Q: 16 clusters Score -4.179648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17918 members 
Mstep: Class 5 contains 366824 members 
Mstep: Class 6 contains 13036 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48833 members 
Mstep: Class 14 contains 18732 members 
Mstep: Class 15 contains 20672 members 
Mstep: Class 16 contains 124830 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24799 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796464.000000 Penalty: 32744.896484
Iteration 135Q: 16 clusters Score -4.179646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17918 members 
Mstep: Class 5 contains 366825 members 
Mstep: Class 6 contains 13036 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48834 members 
Mstep: Class 14 contains 18732 members 
Mstep: Class 15 contains 20671 members 
Mstep: Class 16 contains 124832 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24796 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796472.000000 Penalty: 32744.896484
Iteration 136Q: 16 clusters Score -4.179647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17917 members 
Mstep: Class 5 contains 366827 members 
Mstep: Class 6 contains 13036 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48834 members 
Mstep: Class 14 contains 18732 members 
Mstep: Class 15 contains 20671 members 
Mstep: Class 16 contains 124833 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24794 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796460.000000 Penalty: 32744.896484
Iteration 137Q: 16 clusters Score -4.179646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17917 members 
Mstep: Class 5 contains 366826 members 
Mstep: Class 6 contains 13037 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48834 members 
Mstep: Class 14 contains 18732 members 
Mstep: Class 15 contains 20671 members 
Mstep: Class 16 contains 124833 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24794 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796464.000000 Penalty: 32744.896484
Iteration 138Q: 16 clusters Score -4.179646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 17917 members 
Mstep: Class 5 contains 366826 members 
Mstep: Class 6 contains 13037 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 48834 members 
Mstep: Class 14 contains 18732 members 
Mstep: Class 15 contains 20671 members 
Mstep: Class 16 contains 124833 members 
Mstep: Class 19 contains 15220 members 
Mstep: Class 21 contains 24794 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796464.000000 Penalty: 32744.896484
Iteration 139F: 16 clusters Score -4.179646e+07 nChanged 0
Entering ConstructFrom: 
Score: -41796464.000000 Penalty: 32744.896484
Entering ConstructFrom: 
Trying to split cluster 1 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -48141.316406 Penalty: 1079.615845
	Iteration 0F: 2 clusters Score -48141.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -46853.835938 Penalty: 2159.231689
	Iteration 0F: 3 clusters Score -46853.84 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -47055.960938 Penalty: 2159.231689
	Iteration 1F: 3 clusters Score -47055.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -47109.964844 Penalty: 2159.231689
	Iteration 2F: 3 clusters Score -47109.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -47135.183594 Penalty: 2159.231689
	Iteration 3Q: 3 clusters Score -47135.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -47141.785156 Penalty: 2159.231689
	Iteration 4Q: 3 clusters Score -47141.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -47147.000000 Penalty: 2159.231689
	Iteration 5Q: 3 clusters Score -47147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -47154.031250 Penalty: 2159.231689
	Iteration 6Q: 3 clusters Score -47154.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -47159.832031 Penalty: 2159.231689
	Iteration 7Q: 3 clusters Score -47159.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -47163.914062 Penalty: 2159.231689
	Iteration 8Q: 3 clusters Score -47163.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -47165.687500 Penalty: 2159.231689
	Iteration 9Q: 3 clusters Score -47165.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -47165.687500 Penalty: 2159.231689
	Iteration 10F: 3 clusters Score -47165.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Entering Unmasked Estep 
Score: -56003.781250 Penalty: 1109.489746
	Iteration 0F: 2 clusters Score -56003.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -54598.332031 Penalty: 2218.979492
	Iteration 0F: 3 clusters Score -54598.33 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -54812.125000 Penalty: 2218.979492
	Iteration 1F: 3 clusters Score -54812.12 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -54883.277344 Penalty: 2218.979492
	Iteration 2F: 3 clusters Score -54883.28 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -54931.593750 Penalty: 2218.979492
	Iteration 3Q: 3 clusters Score -54931.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -54968.207031 Penalty: 2218.979492
	Iteration 4Q: 3 clusters Score -54968.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -55001.136719 Penalty: 2218.979492
	Iteration 5Q: 3 clusters Score -55001.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -55017.535156 Penalty: 2218.979492
	Iteration 6Q: 3 clusters Score -55017.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -55022.695312 Penalty: 2218.979492
	Iteration 7Q: 3 clusters Score -55022.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -55026.691406 Penalty: 2218.979492
	Iteration 8Q: 3 clusters Score -55026.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -55031.527344 Penalty: 2218.979492
	Iteration 9Q: 3 clusters Score -55031.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -55032.792969 Penalty: 2218.979492
	Iteration 10Q: 3 clusters Score -55032.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -55032.792969 Penalty: 2218.979492
	Iteration 11F: 3 clusters Score -55032.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Entering Unmasked Estep 
Score: -532739.687500 Penalty: 1469.293091
	Iteration 0F: 2 clusters Score -532739.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -526618.000000 Penalty: 2938.586182
	Iteration 0F: 3 clusters Score -526618 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -528721.937500 Penalty: 2938.586182
	Iteration 1F: 3 clusters Score -528721.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -529161.125000 Penalty: 2938.586182
	Iteration 2F: 3 clusters Score -529161.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -529615.687500 Penalty: 2938.586182
	Iteration 3F: 3 clusters Score -529615.7 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -530125.187500 Penalty: 2938.586182
	Iteration 4F: 3 clusters Score -530125.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -530571.312500 Penalty: 2938.586182
	Iteration 5F: 3 clusters Score -530571.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -530857.250000 Penalty: 2938.586182
	Iteration 6Q: 3 clusters Score -530857.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -531029.562500 Penalty: 2938.586182
	Iteration 7Q: 3 clusters Score -531029.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -531136.812500 Penalty: 2938.586182
	Iteration 8Q: 3 clusters Score -531136.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -531211.687500 Penalty: 2938.586182
	Iteration 9Q: 3 clusters Score -531211.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -531267.687500 Penalty: 2938.586182
	Iteration 10Q: 3 clusters Score -531267.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -531318.062500 Penalty: 2938.586182
	Iteration 11Q: 3 clusters Score -531318.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -531362.812500 Penalty: 2938.586182
	Iteration 12Q: 3 clusters Score -531362.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -531400.562500 Penalty: 2938.586182
	Iteration 13Q: 3 clusters Score -531400.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -531443.437500 Penalty: 2938.586182
	Iteration 14Q: 3 clusters Score -531443.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -531483.187500 Penalty: 2938.586182
	Iteration 15Q: 3 clusters Score -531483.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -531514.562500 Penalty: 2938.586182
	Iteration 16Q: 3 clusters Score -531514.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -531537.187500 Penalty: 2938.586182
	Iteration 17Q: 3 clusters Score -531537.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -531554.625000 Penalty: 2938.586182
	Iteration 18Q: 3 clusters Score -531554.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -531565.125000 Penalty: 2938.586182
	Iteration 19Q: 3 clusters Score -531565.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -531574.625000 Penalty: 2938.586182
	Iteration 20F: 3 clusters Score -531574.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -531582.562500 Penalty: 2938.586182
	Iteration 21Q: 3 clusters Score -531582.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -531589.687500 Penalty: 2938.586182
	Iteration 22Q: 3 clusters Score -531589.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -531594.312500 Penalty: 2938.586182
	Iteration 23Q: 3 clusters Score -531594.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -531601.000000 Penalty: 2938.586182
	Iteration 24Q: 3 clusters Score -531601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -531607.312500 Penalty: 2938.586182
	Iteration 25Q: 3 clusters Score -531607.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -531613.250000 Penalty: 2938.586182
	Iteration 26Q: 3 clusters Score -531613.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -531621.812500 Penalty: 2938.586182
	Iteration 27Q: 3 clusters Score -531621.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -531629.312500 Penalty: 2938.586182
	Iteration 28Q: 3 clusters Score -531629.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -531635.437500 Penalty: 2938.586182
	Iteration 29Q: 3 clusters Score -531635.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -531636.750000 Penalty: 2938.586182
	Iteration 30Q: 3 clusters Score -531636.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -531640.875000 Penalty: 2938.586182
	Iteration 31Q: 3 clusters Score -531640.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -531643.250000 Penalty: 2938.586182
	Iteration 32Q: 3 clusters Score -531643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -531645.937500 Penalty: 2938.586182
	Iteration 33Q: 3 clusters Score -531645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -531647.687500 Penalty: 2938.586182
	Iteration 34Q: 3 clusters Score -531647.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -531650.062500 Penalty: 2938.586182
	Iteration 35Q: 3 clusters Score -531650.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -531651.125000 Penalty: 2938.586182
	Iteration 36Q: 3 clusters Score -531651.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -531652.250000 Penalty: 2938.586182
	Iteration 37Q: 3 clusters Score -531652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -531654.437500 Penalty: 2938.586182
	Iteration 38Q: 3 clusters Score -531654.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -531656.437500 Penalty: 2938.586182
	Iteration 39Q: 3 clusters Score -531656.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -531657.062500 Penalty: 2938.586182
	Iteration 40F: 3 clusters Score -531657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -531658.312500 Penalty: 2938.586182
	Iteration 41Q: 3 clusters Score -531658.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -531658.562500 Penalty: 2938.586182
	Iteration 42Q: 3 clusters Score -531658.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -531659.062500 Penalty: 2938.586182
	Iteration 43Q: 3 clusters Score -531659.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -531658.812500 Penalty: 2938.586182
	Iteration 44Q: 3 clusters Score -531658.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -531659.687500 Penalty: 2938.586182
	Iteration 45Q: 3 clusters Score -531659.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -531660.437500 Penalty: 2938.586182
	Iteration 46Q: 3 clusters Score -531660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -531662.250000 Penalty: 2938.586182
	Iteration 47Q: 3 clusters Score -531662.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -531663.187500 Penalty: 2938.586182
	Iteration 48Q: 3 clusters Score -531663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -531664.125000 Penalty: 2938.586182
	Iteration 49Q: 3 clusters Score -531664.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -531665.687500 Penalty: 2938.586182
	Iteration 50Q: 3 clusters Score -531665.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -531667.375000 Penalty: 2938.586182
	Iteration 51Q: 3 clusters Score -531667.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -531669.812500 Penalty: 2938.586182
	Iteration 52Q: 3 clusters Score -531669.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -531670.750000 Penalty: 2938.586182
	Iteration 53Q: 3 clusters Score -531670.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -531671.812500 Penalty: 2938.586182
	Iteration 54Q: 3 clusters Score -531671.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -531671.812500 Penalty: 2938.586182
	Iteration 55F: 3 clusters Score -531671.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Entering Unmasked Estep 
Score: -1151233.125000 Penalty: 1591.444702
	Iteration 0F: 2 clusters Score -1151233 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 9031 members 
Entering Unmasked Estep 
Score: -1139028.000000 Penalty: 3182.889404
	Iteration 0F: 3 clusters Score -1139028 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1143252.750000 Penalty: 3182.889404
	Iteration 1F: 3 clusters Score -1143253 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1143540.875000 Penalty: 3182.889404
	Iteration 2Q: 3 clusters Score -1143541 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1143791.125000 Penalty: 3182.889404
	Iteration 3Q: 3 clusters Score -1143791 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1144047.000000 Penalty: 3182.889404
	Iteration 4Q: 3 clusters Score -1144047 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1144350.500000 Penalty: 3182.889404
	Iteration 5Q: 3 clusters Score -1144350 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1144716.750000 Penalty: 3182.889404
	Iteration 6Q: 3 clusters Score -1144717 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1145207.625000 Penalty: 3182.889404
	Iteration 7F: 3 clusters Score -1145208 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1145891.000000 Penalty: 3182.889404
	Iteration 8F: 3 clusters Score -1145891 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1146764.000000 Penalty: 3182.889404
	Iteration 9F: 3 clusters Score -1146764 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1147712.375000 Penalty: 3182.889404
	Iteration 10F: 3 clusters Score -1147712 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1148491.125000 Penalty: 3182.889404
	Iteration 11Q: 3 clusters Score -1148491 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1149013.875000 Penalty: 3182.889404
	Iteration 12Q: 3 clusters Score -1149014 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1149358.875000 Penalty: 3182.889404
	Iteration 13Q: 3 clusters Score -1149359 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -1149549.500000 Penalty: 3182.889404
	Iteration 14Q: 3 clusters Score -1149550 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -1149657.125000 Penalty: 3182.889404
	Iteration 15Q: 3 clusters Score -1149657 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -1149713.750000 Penalty: 3182.889404
	Iteration 16Q: 3 clusters Score -1149714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -1149758.750000 Penalty: 3182.889404
	Iteration 17Q: 3 clusters Score -1149759 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -1149784.500000 Penalty: 3182.889404
	Iteration 18Q: 3 clusters Score -1149784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -1149792.625000 Penalty: 3182.889404
	Iteration 19Q: 3 clusters Score -1149793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -1149808.125000 Penalty: 3182.889404
	Iteration 20F: 3 clusters Score -1149808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -1149821.750000 Penalty: 3182.889404
	Iteration 21Q: 3 clusters Score -1149822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1149827.875000 Penalty: 3182.889404
	Iteration 22Q: 3 clusters Score -1149828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -1149833.125000 Penalty: 3182.889404
	Iteration 23Q: 3 clusters Score -1149833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -1149835.625000 Penalty: 3182.889404
	Iteration 24Q: 3 clusters Score -1149836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -1149838.750000 Penalty: 3182.889404
	Iteration 25Q: 3 clusters Score -1149839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -1149840.500000 Penalty: 3182.889404
	Iteration 26Q: 3 clusters Score -1149840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1149841.875000 Penalty: 3182.889404
	Iteration 27Q: 3 clusters Score -1149842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -1149843.500000 Penalty: 3182.889404
	Iteration 28Q: 3 clusters Score -1149844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -1149845.625000 Penalty: 3182.889404
	Iteration 29Q: 3 clusters Score -1149846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -1149847.125000 Penalty: 3182.889404
	Iteration 30Q: 3 clusters Score -1149847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -1149850.000000 Penalty: 3182.889404
	Iteration 31Q: 3 clusters Score -1149850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1149849.375000 Penalty: 3182.889404
	Iteration 32Q: 3 clusters Score -1149849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -1149849.000000 Penalty: 3182.889404
	Iteration 33Q: 3 clusters Score -1149849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1149851.000000 Penalty: 3182.889404
	Iteration 34Q: 3 clusters Score -1149851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -1149851.625000 Penalty: 3182.889404
	Iteration 35Q: 3 clusters Score -1149852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -1149851.625000 Penalty: 3182.889404
	Iteration 36F: 3 clusters Score -1149852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (366826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366826 members 
Entering Unmasked Estep 
Score: -22756244.000000 Penalty: 2082.054443
	Iteration 0F: 2 clusters Score -2.275624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182845 members 
Mstep: Class 2 contains 183981 members 
Entering Unmasked Estep 
Score: -22508294.000000 Penalty: 4164.108887
	Iteration 0F: 3 clusters Score -2.250829e+07 nChanged 179438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168683 members 
Mstep: Class 2 contains 198143 members 
Entering Unmasked Estep 
Score: -22618164.000000 Penalty: 4164.108887
	Iteration 1F: 3 clusters Score -2.261816e+07 nChanged 11881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159730 members 
Mstep: Class 2 contains 207096 members 
Entering Unmasked Estep 
Score: -22621400.000000 Penalty: 4164.108887
	Iteration 2Q: 3 clusters Score -2.26214e+07 nChanged 15523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145819 members 
Mstep: Class 2 contains 221007 members 
Entering Unmasked Estep 
Score: -22627796.000000 Penalty: 4164.108887
	Iteration 3Q: 3 clusters Score -2.26278e+07 nChanged 21367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125178 members 
Mstep: Class 2 contains 241648 members 
Entering Unmasked Estep 
Score: -22640020.000000 Penalty: 4164.108887
	Iteration 4F: 3 clusters Score -2.264002e+07 nChanged 28456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96900 members 
Mstep: Class 2 contains 269926 members 
Entering Unmasked Estep 
Score: -22661750.000000 Penalty: 4164.108887
	Iteration 5F: 3 clusters Score -2.266175e+07 nChanged 33167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63751 members 
Mstep: Class 2 contains 303075 members 
Entering Unmasked Estep 
Score: -22691840.000000 Penalty: 4164.108887
	Iteration 6F: 3 clusters Score -2.269184e+07 nChanged 30447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 333522 members 
Entering Unmasked Estep 
Score: -22721680.000000 Penalty: 4164.108887
	Iteration 7F: 3 clusters Score -2.272168e+07 nChanged 20427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 353949 members 
Entering Unmasked Estep 
Score: -22742136.000000 Penalty: 4164.108887
	Iteration 8F: 3 clusters Score -2.274214e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 363271 members 
Entering Unmasked Estep 
Score: -22751068.000000 Penalty: 4164.108887
	Iteration 9Q: 3 clusters Score -2.275107e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 366008 members 
Entering Unmasked Estep 
Score: -22753576.000000 Penalty: 4164.108887
	Iteration 10Q: 3 clusters Score -2.275358e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 366584 members 
Entering Unmasked Estep 
Score: -22754112.000000 Penalty: 4164.108887
	Iteration 11Q: 3 clusters Score -2.275411e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 366674 members 
Entering Unmasked Estep 
Score: -22754284.000000 Penalty: 4164.108887
	Iteration 12Q: 3 clusters Score -2.275428e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 366702 members 
Entering Unmasked Estep 
Score: -22754340.000000 Penalty: 4164.108887
	Iteration 13Q: 3 clusters Score -2.275434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 366709 members 
Entering Unmasked Estep 
Score: -22754348.000000 Penalty: 4164.108887
	Iteration 14Q: 3 clusters Score -2.275435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 366711 members 
Entering Unmasked Estep 
Score: -22754356.000000 Penalty: 4164.108887
	Iteration 15Q: 3 clusters Score -2.275436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 366714 members 
Entering Unmasked Estep 
Score: -22754374.000000 Penalty: 4164.108887
	Iteration 16Q: 3 clusters Score -2.275437e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 366714 members 
Entering Unmasked Estep 
Score: -22754374.000000 Penalty: 4164.108887
	Iteration 17F: 3 clusters Score -2.275437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Entering Unmasked Estep 
Score: -848364.937500 Penalty: 1539.776367
	Iteration 0F: 2 clusters Score -848364.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -839170.312500 Penalty: 3079.552734
	Iteration 0F: 3 clusters Score -839170.3 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -842306.625000 Penalty: 3079.552734
	Iteration 1F: 3 clusters Score -842306.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -842541.000000 Penalty: 3079.552734
	Iteration 2F: 3 clusters Score -842541 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -842728.437500 Penalty: 3079.552734
	Iteration 3Q: 3 clusters Score -842728.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -842897.812500 Penalty: 3079.552734
	Iteration 4Q: 3 clusters Score -842897.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -843055.812500 Penalty: 3079.552734
	Iteration 5Q: 3 clusters Score -843055.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -843212.625000 Penalty: 3079.552734
	Iteration 6Q: 3 clusters Score -843212.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -843390.062500 Penalty: 3079.552734
	Iteration 7Q: 3 clusters Score -843390.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -843590.875000 Penalty: 3079.552734
	Iteration 8Q: 3 clusters Score -843590.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -843786.562500 Penalty: 3079.552734
	Iteration 9Q: 3 clusters Score -843786.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -844016.687500 Penalty: 3079.552734
	Iteration 10Q: 3 clusters Score -844016.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -844281.000000 Penalty: 3079.552734
	Iteration 11Q: 3 clusters Score -844281 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -844605.937500 Penalty: 3079.552734
	Iteration 12Q: 3 clusters Score -844605.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -844973.375000 Penalty: 3079.552734
	Iteration 13Q: 3 clusters Score -844973.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -845250.187500 Penalty: 3079.552734
	Iteration 14Q: 3 clusters Score -845250.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -845409.250000 Penalty: 3079.552734
	Iteration 15Q: 3 clusters Score -845409.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -845503.250000 Penalty: 3079.552734
	Iteration 16Q: 3 clusters Score -845503.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -845565.500000 Penalty: 3079.552734
	Iteration 17Q: 3 clusters Score -845565.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -845612.750000 Penalty: 3079.552734
	Iteration 18Q: 3 clusters Score -845612.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -845652.187500 Penalty: 3079.552734
	Iteration 19Q: 3 clusters Score -845652.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -845695.375000 Penalty: 3079.552734
	Iteration 20F: 3 clusters Score -845695.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -845734.625000 Penalty: 3079.552734
	Iteration 21Q: 3 clusters Score -845734.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -845779.875000 Penalty: 3079.552734
	Iteration 22Q: 3 clusters Score -845779.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -845830.437500 Penalty: 3079.552734
	Iteration 23Q: 3 clusters Score -845830.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -845883.562500 Penalty: 3079.552734
	Iteration 24Q: 3 clusters Score -845883.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -845936.000000 Penalty: 3079.552734
	Iteration 25Q: 3 clusters Score -845936 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -845996.250000 Penalty: 3079.552734
	Iteration 26Q: 3 clusters Score -845996.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -846064.062500 Penalty: 3079.552734
	Iteration 27Q: 3 clusters Score -846064.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -846117.187500 Penalty: 3079.552734
	Iteration 28Q: 3 clusters Score -846117.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -846176.562500 Penalty: 3079.552734
	Iteration 29Q: 3 clusters Score -846176.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -846239.812500 Penalty: 3079.552734
	Iteration 30Q: 3 clusters Score -846239.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -846298.062500 Penalty: 3079.552734
	Iteration 31Q: 3 clusters Score -846298.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -846349.437500 Penalty: 3079.552734
	Iteration 32Q: 3 clusters Score -846349.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -846401.250000 Penalty: 3079.552734
	Iteration 33Q: 3 clusters Score -846401.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -846449.937500 Penalty: 3079.552734
	Iteration 34Q: 3 clusters Score -846449.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -846508.125000 Penalty: 3079.552734
	Iteration 35Q: 3 clusters Score -846508.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -846560.312500 Penalty: 3079.552734
	Iteration 36Q: 3 clusters Score -846560.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -846599.187500 Penalty: 3079.552734
	Iteration 37Q: 3 clusters Score -846599.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -846627.437500 Penalty: 3079.552734
	Iteration 38Q: 3 clusters Score -846627.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -846649.875000 Penalty: 3079.552734
	Iteration 39Q: 3 clusters Score -846649.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -846668.437500 Penalty: 3079.552734
	Iteration 40F: 3 clusters Score -846668.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -846692.062500 Penalty: 3079.552734
	Iteration 41Q: 3 clusters Score -846692.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -846717.500000 Penalty: 3079.552734
	Iteration 42Q: 3 clusters Score -846717.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -846742.562500 Penalty: 3079.552734
	Iteration 43Q: 3 clusters Score -846742.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -846769.187500 Penalty: 3079.552734
	Iteration 44Q: 3 clusters Score -846769.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -846800.250000 Penalty: 3079.552734
	Iteration 45Q: 3 clusters Score -846800.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -846824.375000 Penalty: 3079.552734
	Iteration 46Q: 3 clusters Score -846824.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -846844.125000 Penalty: 3079.552734
	Iteration 47Q: 3 clusters Score -846844.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -846860.062500 Penalty: 3079.552734
	Iteration 48Q: 3 clusters Score -846860.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -846874.250000 Penalty: 3079.552734
	Iteration 49Q: 3 clusters Score -846874.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -846881.312500 Penalty: 3079.552734
	Iteration 50Q: 3 clusters Score -846881.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -846892.312500 Penalty: 3079.552734
	Iteration 51Q: 3 clusters Score -846892.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -846902.562500 Penalty: 3079.552734
	Iteration 52Q: 3 clusters Score -846902.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -846915.750000 Penalty: 3079.552734
	Iteration 53Q: 3 clusters Score -846915.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -846934.375000 Penalty: 3079.552734
	Iteration 54Q: 3 clusters Score -846934.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -846952.000000 Penalty: 3079.552734
	Iteration 55Q: 3 clusters Score -846952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -846964.125000 Penalty: 3079.552734
	Iteration 56Q: 3 clusters Score -846964.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -846976.562500 Penalty: 3079.552734
	Iteration 57Q: 3 clusters Score -846976.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -846990.375000 Penalty: 3079.552734
	Iteration 58Q: 3 clusters Score -846990.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -846997.812500 Penalty: 3079.552734
	Iteration 59Q: 3 clusters Score -846997.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -847006.687500 Penalty: 3079.552734
	Iteration 60F: 3 clusters Score -847006.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -847012.500000 Penalty: 3079.552734
	Iteration 61Q: 3 clusters Score -847012.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -847014.562500 Penalty: 3079.552734
	Iteration 62Q: 3 clusters Score -847014.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -847019.875000 Penalty: 3079.552734
	Iteration 63Q: 3 clusters Score -847019.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -847021.562500 Penalty: 3079.552734
	Iteration 64Q: 3 clusters Score -847021.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -847024.500000 Penalty: 3079.552734
	Iteration 65Q: 3 clusters Score -847024.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -847028.500000 Penalty: 3079.552734
	Iteration 66Q: 3 clusters Score -847028.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -847029.125000 Penalty: 3079.552734
	Iteration 67Q: 3 clusters Score -847029.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -847030.375000 Penalty: 3079.552734
	Iteration 68Q: 3 clusters Score -847030.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -847032.437500 Penalty: 3079.552734
	Iteration 69Q: 3 clusters Score -847032.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -847035.812500 Penalty: 3079.552734
	Iteration 70Q: 3 clusters Score -847035.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -847034.062500 Penalty: 3079.552734
	Iteration 71Q: 3 clusters Score -847034.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -847036.125000 Penalty: 3079.552734
	Iteration 72Q: 3 clusters Score -847036.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -847036.500000 Penalty: 3079.552734
	Iteration 73Q: 3 clusters Score -847036.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -847038.625000 Penalty: 3079.552734
	Iteration 74Q: 3 clusters Score -847038.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -847040.625000 Penalty: 3079.552734
	Iteration 75Q: 3 clusters Score -847040.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -847040.750000 Penalty: 3079.552734
	Iteration 76Q: 3 clusters Score -847040.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -847040.687500 Penalty: 3079.552734
	Iteration 77Q: 3 clusters Score -847040.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -847040.562500 Penalty: 3079.552734
	Iteration 78Q: 3 clusters Score -847040.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -847042.687500 Penalty: 3079.552734
	Iteration 79Q: 3 clusters Score -847042.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -847044.687500 Penalty: 3079.552734
	Iteration 80F: 3 clusters Score -847044.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -847045.750000 Penalty: 3079.552734
	Iteration 81Q: 3 clusters Score -847045.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -847047.437500 Penalty: 3079.552734
	Iteration 82Q: 3 clusters Score -847047.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -847046.437500 Penalty: 3079.552734
	Iteration 83Q: 3 clusters Score -847046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -847049.000000 Penalty: 3079.552734
	Iteration 84Q: 3 clusters Score -847049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -847047.437500 Penalty: 3079.552734
	Iteration 85Q: 3 clusters Score -847047.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -847047.437500 Penalty: 3079.552734
	Iteration 86F: 3 clusters Score -847047.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -176694.578125 Penalty: 1308.498169
	Iteration 0F: 2 clusters Score -176694.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -173960.281250 Penalty: 2616.996338
	Iteration 0F: 3 clusters Score -173960.3 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -175050.125000 Penalty: 2616.996338
	Iteration 1F: 3 clusters Score -175050.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -175522.859375 Penalty: 2616.996338
	Iteration 2F: 3 clusters Score -175522.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -175848.609375 Penalty: 2616.996338
	Iteration 3F: 3 clusters Score -175848.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -176097.765625 Penalty: 2616.996338
	Iteration 4F: 3 clusters Score -176097.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -176245.796875 Penalty: 2616.996338
	Iteration 5Q: 3 clusters Score -176245.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -176326.343750 Penalty: 2616.996338
	Iteration 6Q: 3 clusters Score -176326.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -176351.468750 Penalty: 2616.996338
	Iteration 7Q: 3 clusters Score -176351.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -176369.640625 Penalty: 2616.996338
	Iteration 8Q: 3 clusters Score -176369.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -176377.515625 Penalty: 2616.996338
	Iteration 9Q: 3 clusters Score -176377.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -176380.843750 Penalty: 2616.996338
	Iteration 10Q: 3 clusters Score -176380.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -176382.781250 Penalty: 2616.996338
	Iteration 11Q: 3 clusters Score -176382.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -176384.265625 Penalty: 2616.996338
	Iteration 12Q: 3 clusters Score -176384.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -176385.218750 Penalty: 2616.996338
	Iteration 13Q: 3 clusters Score -176385.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -176385.718750 Penalty: 2616.996338
	Iteration 14Q: 3 clusters Score -176385.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -176387.203125 Penalty: 2616.996338
	Iteration 15Q: 3 clusters Score -176387.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -176387.203125 Penalty: 2616.996338
	Iteration 16F: 3 clusters Score -176387.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Entering Unmasked Estep 
Score: -3141368.750000 Penalty: 1754.379517
	Iteration 0F: 2 clusters Score -3141369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -3108757.500000 Penalty: 3508.759033
	Iteration 0F: 3 clusters Score -3108758 nChanged 22881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -3121577.500000 Penalty: 3508.759033
	Iteration 1F: 3 clusters Score -3121578 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3122055.000000 Penalty: 3508.759033
	Iteration 2Q: 3 clusters Score -3122055 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -3122517.000000 Penalty: 3508.759033
	Iteration 3Q: 3 clusters Score -3122517 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -3122925.750000 Penalty: 3508.759033
	Iteration 4Q: 3 clusters Score -3122926 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -3123403.250000 Penalty: 3508.759033
	Iteration 5Q: 3 clusters Score -3123403 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -3123944.000000 Penalty: 3508.759033
	Iteration 6Q: 3 clusters Score -3123944 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -3124594.500000 Penalty: 3508.759033
	Iteration 7Q: 3 clusters Score -3124594 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -3125526.750000 Penalty: 3508.759033
	Iteration 8Q: 3 clusters Score -3125527 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -3126814.750000 Penalty: 3508.759033
	Iteration 9Q: 3 clusters Score -3126815 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -3128530.000000 Penalty: 3508.759033
	Iteration 10F: 3 clusters Score -3128530 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -3130307.000000 Penalty: 3508.759033
	Iteration 11F: 3 clusters Score -3130307 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -3131655.000000 Penalty: 3508.759033
	Iteration 12Q: 3 clusters Score -3131655 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -3132391.000000 Penalty: 3508.759033
	Iteration 13Q: 3 clusters Score -3132391 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -3132856.000000 Penalty: 3508.759033
	Iteration 14Q: 3 clusters Score -3132856 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -3133230.250000 Penalty: 3508.759033
	Iteration 15Q: 3 clusters Score -3133230 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -3133602.500000 Penalty: 3508.759033
	Iteration 16Q: 3 clusters Score -3133602 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -3133983.500000 Penalty: 3508.759033
	Iteration 17Q: 3 clusters Score -3133984 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -3134423.500000 Penalty: 3508.759033
	Iteration 18Q: 3 clusters Score -3134424 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -3134860.500000 Penalty: 3508.759033
	Iteration 19Q: 3 clusters Score -3134860 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -3135429.750000 Penalty: 3508.759033
	Iteration 20F: 3 clusters Score -3135430 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -3136008.250000 Penalty: 3508.759033
	Iteration 21Q: 3 clusters Score -3136008 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -3136638.500000 Penalty: 3508.759033
	Iteration 22Q: 3 clusters Score -3136638 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -3137212.500000 Penalty: 3508.759033
	Iteration 23Q: 3 clusters Score -3137212 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -3137779.500000 Penalty: 3508.759033
	Iteration 24Q: 3 clusters Score -3137780 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -3138224.750000 Penalty: 3508.759033
	Iteration 25Q: 3 clusters Score -3138225 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -3138629.500000 Penalty: 3508.759033
	Iteration 26Q: 3 clusters Score -3138630 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -3139004.500000 Penalty: 3508.759033
	Iteration 27Q: 3 clusters Score -3139004 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -3139318.500000 Penalty: 3508.759033
	Iteration 28Q: 3 clusters Score -3139318 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -3139520.500000 Penalty: 3508.759033
	Iteration 29Q: 3 clusters Score -3139520 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -3139644.250000 Penalty: 3508.759033
	Iteration 30Q: 3 clusters Score -3139644 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -3139726.500000 Penalty: 3508.759033
	Iteration 31Q: 3 clusters Score -3139726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -3139768.500000 Penalty: 3508.759033
	Iteration 32Q: 3 clusters Score -3139768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -3139805.000000 Penalty: 3508.759033
	Iteration 33Q: 3 clusters Score -3139805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -3139826.250000 Penalty: 3508.759033
	Iteration 34Q: 3 clusters Score -3139826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -3139839.000000 Penalty: 3508.759033
	Iteration 35Q: 3 clusters Score -3139839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -3139858.500000 Penalty: 3508.759033
	Iteration 36Q: 3 clusters Score -3139858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -3139869.500000 Penalty: 3508.759033
	Iteration 37Q: 3 clusters Score -3139870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -3139881.250000 Penalty: 3508.759033
	Iteration 38Q: 3 clusters Score -3139881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -3139882.500000 Penalty: 3508.759033
	Iteration 39Q: 3 clusters Score -3139882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -3139887.750000 Penalty: 3508.759033
	Iteration 40F: 3 clusters Score -3139888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -3139902.000000 Penalty: 3508.759033
	Iteration 41Q: 3 clusters Score -3139902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -3139912.500000 Penalty: 3508.759033
	Iteration 42Q: 3 clusters Score -3139912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -3139917.250000 Penalty: 3508.759033
	Iteration 43Q: 3 clusters Score -3139917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -3139925.250000 Penalty: 3508.759033
	Iteration 44Q: 3 clusters Score -3139925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -3139928.500000 Penalty: 3508.759033
	Iteration 45Q: 3 clusters Score -3139928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -3139933.250000 Penalty: 3508.759033
	Iteration 46Q: 3 clusters Score -3139933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -3139932.250000 Penalty: 3508.759033
	Iteration 47Q: 3 clusters Score -3139932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -3139935.000000 Penalty: 3508.759033
	Iteration 48Q: 3 clusters Score -3139935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -3139935.250000 Penalty: 3508.759033
	Iteration 49Q: 3 clusters Score -3139935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -3139936.000000 Penalty: 3508.759033
	Iteration 50Q: 3 clusters Score -3139936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -3139941.000000 Penalty: 3508.759033
	Iteration 51Q: 3 clusters Score -3139941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -3139943.250000 Penalty: 3508.759033
	Iteration 52Q: 3 clusters Score -3139943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -3139946.000000 Penalty: 3508.759033
	Iteration 53Q: 3 clusters Score -3139946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -3139948.750000 Penalty: 3508.759033
	Iteration 54Q: 3 clusters Score -3139949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -3139948.000000 Penalty: 3508.759033
	Iteration 55Q: 3 clusters Score -3139948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -3139949.000000 Penalty: 3508.759033
	Iteration 56Q: 3 clusters Score -3139949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -3139949.000000 Penalty: 3508.759033
	Iteration 57F: 3 clusters Score -3139949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Entering Unmasked Estep 
Score: -1128898.000000 Penalty: 1598.673218
	Iteration 0F: 2 clusters Score -1128898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1116130.125000 Penalty: 3197.346436
	Iteration 0F: 3 clusters Score -1116130 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1120917.125000 Penalty: 3197.346436
	Iteration 1F: 3 clusters Score -1120917 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1121326.750000 Penalty: 3197.346436
	Iteration 2F: 3 clusters Score -1121327 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1121764.125000 Penalty: 3197.346436
	Iteration 3F: 3 clusters Score -1121764 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1122251.000000 Penalty: 3197.346436
	Iteration 4F: 3 clusters Score -1122251 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1122813.875000 Penalty: 3197.346436
	Iteration 5F: 3 clusters Score -1122814 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1123431.875000 Penalty: 3197.346436
	Iteration 6F: 3 clusters Score -1123432 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1124050.500000 Penalty: 3197.346436
	Iteration 7F: 3 clusters Score -1124050 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1124617.875000 Penalty: 3197.346436
	Iteration 8F: 3 clusters Score -1124618 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1125046.375000 Penalty: 3197.346436
	Iteration 9Q: 3 clusters Score -1125046 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1125319.750000 Penalty: 3197.346436
	Iteration 10Q: 3 clusters Score -1125320 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1125512.000000 Penalty: 3197.346436
	Iteration 11Q: 3 clusters Score -1125512 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1125714.000000 Penalty: 3197.346436
	Iteration 12Q: 3 clusters Score -1125714 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1125964.375000 Penalty: 3197.346436
	Iteration 13Q: 3 clusters Score -1125964 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1126318.125000 Penalty: 3197.346436
	Iteration 14Q: 3 clusters Score -1126318 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1126657.750000 Penalty: 3197.346436
	Iteration 15Q: 3 clusters Score -1126658 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1126915.875000 Penalty: 3197.346436
	Iteration 16Q: 3 clusters Score -1126916 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1127064.875000 Penalty: 3197.346436
	Iteration 17Q: 3 clusters Score -1127065 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1127174.625000 Penalty: 3197.346436
	Iteration 18Q: 3 clusters Score -1127175 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1127233.125000 Penalty: 3197.346436
	Iteration 19Q: 3 clusters Score -1127233 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1127276.125000 Penalty: 3197.346436
	Iteration 20F: 3 clusters Score -1127276 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1127313.250000 Penalty: 3197.346436
	Iteration 21Q: 3 clusters Score -1127313 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1127339.375000 Penalty: 3197.346436
	Iteration 22Q: 3 clusters Score -1127339 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1127357.125000 Penalty: 3197.346436
	Iteration 23Q: 3 clusters Score -1127357 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1127368.500000 Penalty: 3197.346436
	Iteration 24Q: 3 clusters Score -1127368 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1127397.875000 Penalty: 3197.346436
	Iteration 25Q: 3 clusters Score -1127398 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1127422.125000 Penalty: 3197.346436
	Iteration 26Q: 3 clusters Score -1127422 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1127445.375000 Penalty: 3197.346436
	Iteration 27Q: 3 clusters Score -1127445 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1127453.375000 Penalty: 3197.346436
	Iteration 28Q: 3 clusters Score -1127453 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -1127465.500000 Penalty: 3197.346436
	Iteration 29Q: 3 clusters Score -1127466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1127467.750000 Penalty: 3197.346436
	Iteration 30Q: 3 clusters Score -1127468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1127470.000000 Penalty: 3197.346436
	Iteration 31Q: 3 clusters Score -1127470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1127478.250000 Penalty: 3197.346436
	Iteration 32Q: 3 clusters Score -1127478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1127480.375000 Penalty: 3197.346436
	Iteration 33Q: 3 clusters Score -1127480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1127486.875000 Penalty: 3197.346436
	Iteration 34Q: 3 clusters Score -1127487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1127493.375000 Penalty: 3197.346436
	Iteration 35Q: 3 clusters Score -1127493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1127500.000000 Penalty: 3197.346436
	Iteration 36Q: 3 clusters Score -1127500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -1127506.875000 Penalty: 3197.346436
	Iteration 37Q: 3 clusters Score -1127507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1127512.250000 Penalty: 3197.346436
	Iteration 38Q: 3 clusters Score -1127512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1127515.000000 Penalty: 3197.346436
	Iteration 39Q: 3 clusters Score -1127515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1127517.250000 Penalty: 3197.346436
	Iteration 40F: 3 clusters Score -1127517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -1127515.750000 Penalty: 3197.346436
	Iteration 41Q: 3 clusters Score -1127516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1127517.000000 Penalty: 3197.346436
	Iteration 42Q: 3 clusters Score -1127517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1127516.750000 Penalty: 3197.346436
	Iteration 43Q: 3 clusters Score -1127517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1127521.000000 Penalty: 3197.346436
	Iteration 44Q: 3 clusters Score -1127521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1127526.750000 Penalty: 3197.346436
	Iteration 45Q: 3 clusters Score -1127527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1127527.875000 Penalty: 3197.346436
	Iteration 46Q: 3 clusters Score -1127528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -1127525.500000 Penalty: 3197.346436
	Iteration 47Q: 3 clusters Score -1127526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1127527.000000 Penalty: 3197.346436
	Iteration 48Q: 3 clusters Score -1127527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1127527.500000 Penalty: 3197.346436
	Iteration 49Q: 3 clusters Score -1127528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -1127527.000000 Penalty: 3197.346436
	Iteration 50Q: 3 clusters Score -1127527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -1127526.375000 Penalty: 3197.346436
	Iteration 51Q: 3 clusters Score -1127526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -1127527.625000 Penalty: 3197.346436
	Iteration 52Q: 3 clusters Score -1127528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1127531.250000 Penalty: 3197.346436
	Iteration 53Q: 3 clusters Score -1127531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -1127532.500000 Penalty: 3197.346436
	Iteration 54Q: 3 clusters Score -1127532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1127535.750000 Penalty: 3197.346436
	Iteration 55Q: 3 clusters Score -1127536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -1127539.250000 Penalty: 3197.346436
	Iteration 56Q: 3 clusters Score -1127539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -1127538.500000 Penalty: 3197.346436
	Iteration 57Q: 3 clusters Score -1127538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -1127540.000000 Penalty: 3197.346436
	Iteration 58Q: 3 clusters Score -1127540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -1127540.125000 Penalty: 3197.346436
	Iteration 59Q: 3 clusters Score -1127540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -1127540.500000 Penalty: 3197.346436
	Iteration 60F: 3 clusters Score -1127540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -1127540.000000 Penalty: 3197.346436
	Iteration 61Q: 3 clusters Score -1127540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -1127541.625000 Penalty: 3197.346436
	Iteration 62Q: 3 clusters Score -1127542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1127543.250000 Penalty: 3197.346436
	Iteration 63Q: 3 clusters Score -1127543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -1127544.375000 Penalty: 3197.346436
	Iteration 64Q: 3 clusters Score -1127544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -1127541.500000 Penalty: 3197.346436
	Iteration 65Q: 3 clusters Score -1127542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1127542.125000 Penalty: 3197.346436
	Iteration 66Q: 3 clusters Score -1127542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1127544.625000 Penalty: 3197.346436
	Iteration 67Q: 3 clusters Score -1127545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1127546.875000 Penalty: 3197.346436
	Iteration 68Q: 3 clusters Score -1127547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1127547.375000 Penalty: 3197.346436
	Iteration 69Q: 3 clusters Score -1127547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1127546.875000 Penalty: 3197.346436
	Iteration 70Q: 3 clusters Score -1127547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1127548.375000 Penalty: 3197.346436
	Iteration 71Q: 3 clusters Score -1127548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1127549.000000 Penalty: 3197.346436
	Iteration 72Q: 3 clusters Score -1127549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1127549.000000 Penalty: 3197.346436
	Iteration 73Q: 3 clusters Score -1127549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -1127550.250000 Penalty: 3197.346436
	Iteration 74Q: 3 clusters Score -1127550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1127548.000000 Penalty: 3197.346436
	Iteration 75Q: 3 clusters Score -1127548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1127551.125000 Penalty: 3197.346436
	Iteration 76Q: 3 clusters Score -1127551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1127552.000000 Penalty: 3197.346436
	Iteration 77Q: 3 clusters Score -1127552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1127552.000000 Penalty: 3197.346436
	Iteration 78F: 3 clusters Score -1127552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Entering Unmasked Estep 
Score: -1308761.250000 Penalty: 1614.679199
	Iteration 0F: 2 clusters Score -1308761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1294600.250000 Penalty: 3229.358398
	Iteration 0F: 3 clusters Score -1294600 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1299729.500000 Penalty: 3229.358398
	Iteration 1F: 3 clusters Score -1299730 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1300249.125000 Penalty: 3229.358398
	Iteration 2F: 3 clusters Score -1300249 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1300982.000000 Penalty: 3229.358398
	Iteration 3F: 3 clusters Score -1300982 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1301916.250000 Penalty: 3229.358398
	Iteration 4F: 3 clusters Score -1301916 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1303080.375000 Penalty: 3229.358398
	Iteration 5F: 3 clusters Score -1303080 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1304383.375000 Penalty: 3229.358398
	Iteration 6F: 3 clusters Score -1304383 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1305664.875000 Penalty: 3229.358398
	Iteration 7F: 3 clusters Score -1305665 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1306714.500000 Penalty: 3229.358398
	Iteration 8F: 3 clusters Score -1306714 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1307431.375000 Penalty: 3229.358398
	Iteration 9Q: 3 clusters Score -1307431 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1307928.375000 Penalty: 3229.358398
	Iteration 10Q: 3 clusters Score -1307928 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1308212.875000 Penalty: 3229.358398
	Iteration 11Q: 3 clusters Score -1308213 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1308384.500000 Penalty: 3229.358398
	Iteration 12Q: 3 clusters Score -1308384 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1308467.125000 Penalty: 3229.358398
	Iteration 13Q: 3 clusters Score -1308467 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1308519.750000 Penalty: 3229.358398
	Iteration 14Q: 3 clusters Score -1308520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1308540.500000 Penalty: 3229.358398
	Iteration 15Q: 3 clusters Score -1308540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1308555.875000 Penalty: 3229.358398
	Iteration 16Q: 3 clusters Score -1308556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1308564.750000 Penalty: 3229.358398
	Iteration 17Q: 3 clusters Score -1308565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1308567.125000 Penalty: 3229.358398
	Iteration 18Q: 3 clusters Score -1308567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1308573.750000 Penalty: 3229.358398
	Iteration 19Q: 3 clusters Score -1308574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1308579.250000 Penalty: 3229.358398
	Iteration 20F: 3 clusters Score -1308579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1308578.250000 Penalty: 3229.358398
	Iteration 21Q: 3 clusters Score -1308578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1308581.000000 Penalty: 3229.358398
	Iteration 22Q: 3 clusters Score -1308581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1308582.750000 Penalty: 3229.358398
	Iteration 23Q: 3 clusters Score -1308583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1308582.875000 Penalty: 3229.358398
	Iteration 24Q: 3 clusters Score -1308583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1308582.875000 Penalty: 3229.358398
	Iteration 25F: 3 clusters Score -1308583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (124833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124833 members 
Entering Unmasked Estep 
Score: -8005132.000000 Penalty: 1906.893921
	Iteration 0F: 2 clusters Score -8005132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62093 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -7921698.000000 Penalty: 3813.787842
	Iteration 0F: 3 clusters Score -7921698 nChanged 59870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -7956805.000000 Penalty: 3813.787842
	Iteration 1F: 3 clusters Score -7956805 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 70762 members 
Entering Unmasked Estep 
Score: -7958281.500000 Penalty: 3813.787842
	Iteration 2Q: 3 clusters Score -7958282 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 75542 members 
Entering Unmasked Estep 
Score: -7960772.000000 Penalty: 3813.787842
	Iteration 3Q: 3 clusters Score -7960772 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 82538 members 
Entering Unmasked Estep 
Score: -7965349.500000 Penalty: 3813.787842
	Iteration 4F: 3 clusters Score -7965350 nChanged 9638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 91846 members 
Entering Unmasked Estep 
Score: -7972785.000000 Penalty: 3813.787842
	Iteration 5F: 3 clusters Score -7972785 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 102431 members 
Entering Unmasked Estep 
Score: -7982590.500000 Penalty: 3813.787842
	Iteration 6F: 3 clusters Score -7982590 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 111910 members 
Entering Unmasked Estep 
Score: -7991967.000000 Penalty: 3813.787842
	Iteration 7F: 3 clusters Score -7991967 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 118117 members 
Entering Unmasked Estep 
Score: -7997951.500000 Penalty: 3813.787842
	Iteration 8Q: 3 clusters Score -7997952 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 121352 members 
Entering Unmasked Estep 
Score: -8000995.500000 Penalty: 3813.787842
	Iteration 9Q: 3 clusters Score -8000996 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 122778 members 
Entering Unmasked Estep 
Score: -8002340.000000 Penalty: 3813.787842
	Iteration 10Q: 3 clusters Score -8002340 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 123423 members 
Entering Unmasked Estep 
Score: -8002918.500000 Penalty: 3813.787842
	Iteration 11Q: 3 clusters Score -8002918 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 123722 members 
Entering Unmasked Estep 
Score: -8003170.000000 Penalty: 3813.787842
	Iteration 12Q: 3 clusters Score -8003170 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 123884 members 
Entering Unmasked Estep 
Score: -8003315.500000 Penalty: 3813.787842
	Iteration 13Q: 3 clusters Score -8003316 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 123981 members 
Entering Unmasked Estep 
Score: -8003397.500000 Penalty: 3813.787842
	Iteration 14Q: 3 clusters Score -8003398 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 124029 members 
Entering Unmasked Estep 
Score: -8003453.000000 Penalty: 3813.787842
	Iteration 15Q: 3 clusters Score -8003453 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 124075 members 
Entering Unmasked Estep 
Score: -8003490.000000 Penalty: 3813.787842
	Iteration 16Q: 3 clusters Score -8003490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 124116 members 
Entering Unmasked Estep 
Score: -8003519.000000 Penalty: 3813.787842
	Iteration 17Q: 3 clusters Score -8003519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 124137 members 
Entering Unmasked Estep 
Score: -8003531.000000 Penalty: 3813.787842
	Iteration 18Q: 3 clusters Score -8003531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 124150 members 
Entering Unmasked Estep 
Score: -8003546.000000 Penalty: 3813.787842
	Iteration 19Q: 3 clusters Score -8003546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 124155 members 
Entering Unmasked Estep 
Score: -8003547.000000 Penalty: 3813.787842
	Iteration 20F: 3 clusters Score -8003547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 124164 members 
Entering Unmasked Estep 
Score: -8003547.000000 Penalty: 3813.787842
	Iteration 21Q: 3 clusters Score -8003547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 124170 members 
Entering Unmasked Estep 
Score: -8003553.500000 Penalty: 3813.787842
	Iteration 22Q: 3 clusters Score -8003554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 124169 members 
Entering Unmasked Estep 
Score: -8003556.500000 Penalty: 3813.787842
	Iteration 23Q: 3 clusters Score -8003556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 124170 members 
Entering Unmasked Estep 
Score: -8003564.500000 Penalty: 3813.787842
	Iteration 24Q: 3 clusters Score -8003564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 124170 members 
Entering Unmasked Estep 
Score: -8003564.500000 Penalty: 3813.787842
	Iteration 25Q: 3 clusters Score -8003564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 124171 members 
Entering Unmasked Estep 
Score: -8003564.000000 Penalty: 3813.787842
	Iteration 26Q: 3 clusters Score -8003564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 124171 members 
Entering Unmasked Estep 
Score: -8003564.000000 Penalty: 3813.787842
	Iteration 27F: 3 clusters Score -8003564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Entering Unmasked Estep 
Score: -983520.125000 Penalty: 1564.934326
	Iteration 0F: 2 clusters Score -983520.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -973069.312500 Penalty: 3129.868652
	Iteration 0F: 3 clusters Score -973069.3 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -976665.312500 Penalty: 3129.868652
	Iteration 1F: 3 clusters Score -976665.3 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -977150.937500 Penalty: 3129.868652
	Iteration 2F: 3 clusters Score -977150.9 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -977772.750000 Penalty: 3129.868652
	Iteration 3F: 3 clusters Score -977772.8 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -978709.000000 Penalty: 3129.868652
	Iteration 4F: 3 clusters Score -978709 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -979950.812500 Penalty: 3129.868652
	Iteration 5F: 3 clusters Score -979950.8 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -981270.625000 Penalty: 3129.868652
	Iteration 6F: 3 clusters Score -981270.6 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -982274.500000 Penalty: 3129.868652
	Iteration 7F: 3 clusters Score -982274.5 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -982679.875000 Penalty: 3129.868652
	Iteration 8Q: 3 clusters Score -982679.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -982807.250000 Penalty: 3129.868652
	Iteration 9Q: 3 clusters Score -982807.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -982862.812500 Penalty: 3129.868652
	Iteration 10Q: 3 clusters Score -982862.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -982885.750000 Penalty: 3129.868652
	Iteration 11Q: 3 clusters Score -982885.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -982900.875000 Penalty: 3129.868652
	Iteration 12Q: 3 clusters Score -982900.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -982912.375000 Penalty: 3129.868652
	Iteration 13Q: 3 clusters Score -982912.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -982919.312500 Penalty: 3129.868652
	Iteration 14Q: 3 clusters Score -982919.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -982926.812500 Penalty: 3129.868652
	Iteration 15Q: 3 clusters Score -982926.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -982929.187500 Penalty: 3129.868652
	Iteration 16Q: 3 clusters Score -982929.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -982933.187500 Penalty: 3129.868652
	Iteration 17Q: 3 clusters Score -982933.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -982935.750000 Penalty: 3129.868652
	Iteration 18Q: 3 clusters Score -982935.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -982938.250000 Penalty: 3129.868652
	Iteration 19Q: 3 clusters Score -982938.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -982941.312500 Penalty: 3129.868652
	Iteration 20F: 3 clusters Score -982941.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -982941.687500 Penalty: 3129.868652
	Iteration 21Q: 3 clusters Score -982941.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -982943.812500 Penalty: 3129.868652
	Iteration 22Q: 3 clusters Score -982943.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -982944.062500 Penalty: 3129.868652
	Iteration 23Q: 3 clusters Score -982944.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -982945.500000 Penalty: 3129.868652
	Iteration 24Q: 3 clusters Score -982945.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -982944.875000 Penalty: 3129.868652
	Iteration 25Q: 3 clusters Score -982944.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -982945.687500 Penalty: 3129.868652
	Iteration 26Q: 3 clusters Score -982945.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -982948.250000 Penalty: 3129.868652
	Iteration 27Q: 3 clusters Score -982948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -982949.250000 Penalty: 3129.868652
	Iteration 28Q: 3 clusters Score -982949.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -982949.687500 Penalty: 3129.868652
	Iteration 29Q: 3 clusters Score -982949.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -982948.000000 Penalty: 3129.868652
	Iteration 30Q: 3 clusters Score -982948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -982952.250000 Penalty: 3129.868652
	Iteration 31Q: 3 clusters Score -982952.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -982951.312500 Penalty: 3129.868652
	Iteration 32Q: 3 clusters Score -982951.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -982952.250000 Penalty: 3129.868652
	Iteration 33Q: 3 clusters Score -982952.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -982951.812500 Penalty: 3129.868652
	Iteration 34Q: 3 clusters Score -982951.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -982951.312500 Penalty: 3129.868652
	Iteration 35Q: 3 clusters Score -982951.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -982950.750000 Penalty: 3129.868652
	Iteration 36Q: 3 clusters Score -982950.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -982953.250000 Penalty: 3129.868652
	Iteration 37Q: 3 clusters Score -982953.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -982950.750000 Penalty: 3129.868652
	Iteration 38Q: 3 clusters Score -982950.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -982951.687500 Penalty: 3129.868652
	Iteration 39Q: 3 clusters Score -982951.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -982952.562500 Penalty: 3129.868652
	Iteration 40F: 3 clusters Score -982952.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -982952.500000 Penalty: 3129.868652
	Iteration 41Q: 3 clusters Score -982952.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -982953.250000 Penalty: 3129.868652
	Iteration 42Q: 3 clusters Score -982953.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -982954.250000 Penalty: 3129.868652
	Iteration 43Q: 3 clusters Score -982954.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -982954.250000 Penalty: 3129.868652
	Iteration 44F: 3 clusters Score -982954.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Entering Unmasked Estep 
Score: -1584764.250000 Penalty: 1644.232910
	Iteration 0F: 2 clusters Score -1584764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1567944.000000 Penalty: 3288.465820
	Iteration 0F: 3 clusters Score -1567944 nChanged 11307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1574202.125000 Penalty: 3288.465820
	Iteration 1F: 3 clusters Score -1574202 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1574635.625000 Penalty: 3288.465820
	Iteration 2Q: 3 clusters Score -1574636 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1575208.750000 Penalty: 3288.465820
	Iteration 3Q: 3 clusters Score -1575209 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1575977.750000 Penalty: 3288.465820
	Iteration 4F: 3 clusters Score -1575978 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1576902.250000 Penalty: 3288.465820
	Iteration 5F: 3 clusters Score -1576902 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1577845.250000 Penalty: 3288.465820
	Iteration 6F: 3 clusters Score -1577845 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1578759.750000 Penalty: 3288.465820
	Iteration 7F: 3 clusters Score -1578760 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1579541.000000 Penalty: 3288.465820
	Iteration 8F: 3 clusters Score -1579541 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1580077.500000 Penalty: 3288.465820
	Iteration 9Q: 3 clusters Score -1580078 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1580408.125000 Penalty: 3288.465820
	Iteration 10Q: 3 clusters Score -1580408 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1580623.750000 Penalty: 3288.465820
	Iteration 11Q: 3 clusters Score -1580624 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1580816.375000 Penalty: 3288.465820
	Iteration 12Q: 3 clusters Score -1580816 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1580998.000000 Penalty: 3288.465820
	Iteration 13Q: 3 clusters Score -1580998 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1581172.125000 Penalty: 3288.465820
	Iteration 14Q: 3 clusters Score -1581172 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1581333.250000 Penalty: 3288.465820
	Iteration 15Q: 3 clusters Score -1581333 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1581457.250000 Penalty: 3288.465820
	Iteration 16Q: 3 clusters Score -1581457 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1581575.125000 Penalty: 3288.465820
	Iteration 17Q: 3 clusters Score -1581575 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1581696.625000 Penalty: 3288.465820
	Iteration 18Q: 3 clusters Score -1581697 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1581804.125000 Penalty: 3288.465820
	Iteration 19Q: 3 clusters Score -1581804 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1581896.750000 Penalty: 3288.465820
	Iteration 20F: 3 clusters Score -1581897 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1582005.875000 Penalty: 3288.465820
	Iteration 21Q: 3 clusters Score -1582006 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1582108.375000 Penalty: 3288.465820
	Iteration 22Q: 3 clusters Score -1582108 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1582205.750000 Penalty: 3288.465820
	Iteration 23Q: 3 clusters Score -1582206 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1582301.750000 Penalty: 3288.465820
	Iteration 24Q: 3 clusters Score -1582302 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1582382.750000 Penalty: 3288.465820
	Iteration 25Q: 3 clusters Score -1582383 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1582450.125000 Penalty: 3288.465820
	Iteration 26Q: 3 clusters Score -1582450 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1582497.500000 Penalty: 3288.465820
	Iteration 27Q: 3 clusters Score -1582498 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1582536.500000 Penalty: 3288.465820
	Iteration 28Q: 3 clusters Score -1582536 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1582577.875000 Penalty: 3288.465820
	Iteration 29Q: 3 clusters Score -1582578 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1582622.125000 Penalty: 3288.465820
	Iteration 30Q: 3 clusters Score -1582622 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1582652.500000 Penalty: 3288.465820
	Iteration 31Q: 3 clusters Score -1582652 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1582687.625000 Penalty: 3288.465820
	Iteration 32Q: 3 clusters Score -1582688 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1582725.125000 Penalty: 3288.465820
	Iteration 33Q: 3 clusters Score -1582725 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1582763.375000 Penalty: 3288.465820
	Iteration 34Q: 3 clusters Score -1582763 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1582794.000000 Penalty: 3288.465820
	Iteration 35Q: 3 clusters Score -1582794 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1582830.000000 Penalty: 3288.465820
	Iteration 36Q: 3 clusters Score -1582830 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1582852.000000 Penalty: 3288.465820
	Iteration 37Q: 3 clusters Score -1582852 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1582885.500000 Penalty: 3288.465820
	Iteration 38Q: 3 clusters Score -1582886 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1582911.750000 Penalty: 3288.465820
	Iteration 39Q: 3 clusters Score -1582912 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1582942.375000 Penalty: 3288.465820
	Iteration 40F: 3 clusters Score -1582942 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1582962.625000 Penalty: 3288.465820
	Iteration 41Q: 3 clusters Score -1582963 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1582992.500000 Penalty: 3288.465820
	Iteration 42Q: 3 clusters Score -1582992 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1583009.250000 Penalty: 3288.465820
	Iteration 43Q: 3 clusters Score -1583009 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1583033.750000 Penalty: 3288.465820
	Iteration 44Q: 3 clusters Score -1583034 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1583061.125000 Penalty: 3288.465820
	Iteration 45Q: 3 clusters Score -1583061 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1583083.125000 Penalty: 3288.465820
	Iteration 46Q: 3 clusters Score -1583083 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1583105.500000 Penalty: 3288.465820
	Iteration 47Q: 3 clusters Score -1583106 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1583131.500000 Penalty: 3288.465820
	Iteration 48Q: 3 clusters Score -1583132 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1583152.750000 Penalty: 3288.465820
	Iteration 49Q: 3 clusters Score -1583153 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1583175.250000 Penalty: 3288.465820
	Iteration 50Q: 3 clusters Score -1583175 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1583188.375000 Penalty: 3288.465820
	Iteration 51Q: 3 clusters Score -1583188 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1583213.875000 Penalty: 3288.465820
	Iteration 52Q: 3 clusters Score -1583214 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1583230.250000 Penalty: 3288.465820
	Iteration 53Q: 3 clusters Score -1583230 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1583249.375000 Penalty: 3288.465820
	Iteration 54Q: 3 clusters Score -1583249 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1583272.125000 Penalty: 3288.465820
	Iteration 55Q: 3 clusters Score -1583272 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1583289.250000 Penalty: 3288.465820
	Iteration 56Q: 3 clusters Score -1583289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1583295.875000 Penalty: 3288.465820
	Iteration 57Q: 3 clusters Score -1583296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1583299.000000 Penalty: 3288.465820
	Iteration 58Q: 3 clusters Score -1583299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1583306.000000 Penalty: 3288.465820
	Iteration 59Q: 3 clusters Score -1583306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1583311.375000 Penalty: 3288.465820
	Iteration 60F: 3 clusters Score -1583311 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1583320.500000 Penalty: 3288.465820
	Iteration 61Q: 3 clusters Score -1583320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1583327.875000 Penalty: 3288.465820
	Iteration 62Q: 3 clusters Score -1583328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1583335.375000 Penalty: 3288.465820
	Iteration 63Q: 3 clusters Score -1583335 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1583343.750000 Penalty: 3288.465820
	Iteration 64Q: 3 clusters Score -1583344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1583352.875000 Penalty: 3288.465820
	Iteration 65Q: 3 clusters Score -1583353 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1583359.625000 Penalty: 3288.465820
	Iteration 66Q: 3 clusters Score -1583360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1583371.375000 Penalty: 3288.465820
	Iteration 67Q: 3 clusters Score -1583371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1583380.250000 Penalty: 3288.465820
	Iteration 68Q: 3 clusters Score -1583380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1583386.000000 Penalty: 3288.465820
	Iteration 69Q: 3 clusters Score -1583386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1583393.875000 Penalty: 3288.465820
	Iteration 70Q: 3 clusters Score -1583394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1583401.875000 Penalty: 3288.465820
	Iteration 71Q: 3 clusters Score -1583402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1583409.125000 Penalty: 3288.465820
	Iteration 72Q: 3 clusters Score -1583409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1583416.250000 Penalty: 3288.465820
	Iteration 73Q: 3 clusters Score -1583416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1583419.500000 Penalty: 3288.465820
	Iteration 74Q: 3 clusters Score -1583420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1583425.125000 Penalty: 3288.465820
	Iteration 75Q: 3 clusters Score -1583425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1583427.625000 Penalty: 3288.465820
	Iteration 76Q: 3 clusters Score -1583428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1583430.125000 Penalty: 3288.465820
	Iteration 77Q: 3 clusters Score -1583430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1583432.000000 Penalty: 3288.465820
	Iteration 78Q: 3 clusters Score -1583432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1583433.375000 Penalty: 3288.465820
	Iteration 79Q: 3 clusters Score -1583433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1583437.250000 Penalty: 3288.465820
	Iteration 80F: 3 clusters Score -1583437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1583439.250000 Penalty: 3288.465820
	Iteration 81Q: 3 clusters Score -1583439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1583442.750000 Penalty: 3288.465820
	Iteration 82Q: 3 clusters Score -1583443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1583445.500000 Penalty: 3288.465820
	Iteration 83Q: 3 clusters Score -1583446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1583447.500000 Penalty: 3288.465820
	Iteration 84Q: 3 clusters Score -1583448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1583447.250000 Penalty: 3288.465820
	Iteration 85Q: 3 clusters Score -1583447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1583450.375000 Penalty: 3288.465820
	Iteration 86Q: 3 clusters Score -1583450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1583451.750000 Penalty: 3288.465820
	Iteration 87Q: 3 clusters Score -1583452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1583456.750000 Penalty: 3288.465820
	Iteration 88Q: 3 clusters Score -1583457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1583457.125000 Penalty: 3288.465820
	Iteration 89Q: 3 clusters Score -1583457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1583459.375000 Penalty: 3288.465820
	Iteration 90Q: 3 clusters Score -1583459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1583459.125000 Penalty: 3288.465820
	Iteration 91Q: 3 clusters Score -1583459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1583457.875000 Penalty: 3288.465820
	Iteration 92Q: 3 clusters Score -1583458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1583457.375000 Penalty: 3288.465820
	Iteration 93Q: 3 clusters Score -1583457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1583460.000000 Penalty: 3288.465820
	Iteration 94Q: 3 clusters Score -1583460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1583458.250000 Penalty: 3288.465820
	Iteration 95Q: 3 clusters Score -1583458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1583458.000000 Penalty: 3288.465820
	Iteration 96Q: 3 clusters Score -1583458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1583459.375000 Penalty: 3288.465820
	Iteration 97Q: 3 clusters Score -1583459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1583459.250000 Penalty: 3288.465820
	Iteration 98Q: 3 clusters Score -1583459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1583461.000000 Penalty: 3288.465820
	Iteration 99Q: 3 clusters Score -1583461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1583461.625000 Penalty: 3288.465820
	Iteration 100F: 3 clusters Score -1583462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1583464.250000 Penalty: 3288.465820
	Iteration 101Q: 3 clusters Score -1583464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1583464.250000 Penalty: 3288.465820
	Iteration 102Q: 3 clusters Score -1583464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1583465.375000 Penalty: 3288.465820
	Iteration 103Q: 3 clusters Score -1583465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1583466.000000 Penalty: 3288.465820
	Iteration 104Q: 3 clusters Score -1583466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1583469.875000 Penalty: 3288.465820
	Iteration 105Q: 3 clusters Score -1583470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1583471.000000 Penalty: 3288.465820
	Iteration 106Q: 3 clusters Score -1583471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1583475.500000 Penalty: 3288.465820
	Iteration 107Q: 3 clusters Score -1583476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1583474.625000 Penalty: 3288.465820
	Iteration 108Q: 3 clusters Score -1583475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1583481.000000 Penalty: 3288.465820
	Iteration 109Q: 3 clusters Score -1583481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1583484.125000 Penalty: 3288.465820
	Iteration 110Q: 3 clusters Score -1583484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1583481.500000 Penalty: 3288.465820
	Iteration 111Q: 3 clusters Score -1583482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1583482.500000 Penalty: 3288.465820
	Iteration 112Q: 3 clusters Score -1583482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1583485.125000 Penalty: 3288.465820
	Iteration 113Q: 3 clusters Score -1583485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1583485.625000 Penalty: 3288.465820
	Iteration 114Q: 3 clusters Score -1583486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1583491.375000 Penalty: 3288.465820
	Iteration 115Q: 3 clusters Score -1583491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1583493.625000 Penalty: 3288.465820
	Iteration 116Q: 3 clusters Score -1583494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1583500.500000 Penalty: 3288.465820
	Iteration 117Q: 3 clusters Score -1583500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1583501.125000 Penalty: 3288.465820
	Iteration 118Q: 3 clusters Score -1583501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1583502.625000 Penalty: 3288.465820
	Iteration 119Q: 3 clusters Score -1583503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1583502.750000 Penalty: 3288.465820
	Iteration 120F: 3 clusters Score -1583503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1583506.625000 Penalty: 3288.465820
	Iteration 121Q: 3 clusters Score -1583507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1583510.000000 Penalty: 3288.465820
	Iteration 122Q: 3 clusters Score -1583510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1583516.625000 Penalty: 3288.465820
	Iteration 123Q: 3 clusters Score -1583517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1583519.750000 Penalty: 3288.465820
	Iteration 124Q: 3 clusters Score -1583520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1583523.625000 Penalty: 3288.465820
	Iteration 125Q: 3 clusters Score -1583524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1583530.250000 Penalty: 3288.465820
	Iteration 126Q: 3 clusters Score -1583530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1583534.500000 Penalty: 3288.465820
	Iteration 127Q: 3 clusters Score -1583534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1583533.875000 Penalty: 3288.465820
	Iteration 128Q: 3 clusters Score -1583534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1583539.625000 Penalty: 3288.465820
	Iteration 129Q: 3 clusters Score -1583540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1583542.500000 Penalty: 3288.465820
	Iteration 130Q: 3 clusters Score -1583542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1583546.000000 Penalty: 3288.465820
	Iteration 131Q: 3 clusters Score -1583546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1583547.250000 Penalty: 3288.465820
	Iteration 132Q: 3 clusters Score -1583547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1583551.625000 Penalty: 3288.465820
	Iteration 133Q: 3 clusters Score -1583552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1583550.625000 Penalty: 3288.465820
	Iteration 134Q: 3 clusters Score -1583551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1583549.750000 Penalty: 3288.465820
	Iteration 135Q: 3 clusters Score -1583550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1583553.750000 Penalty: 3288.465820
	Iteration 136Q: 3 clusters Score -1583554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1583555.000000 Penalty: 3288.465820
	Iteration 137Q: 3 clusters Score -1583555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1583560.875000 Penalty: 3288.465820
	Iteration 138Q: 3 clusters Score -1583561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1583561.375000 Penalty: 3288.465820
	Iteration 139Q: 3 clusters Score -1583561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1583561.375000 Penalty: 3288.465820
	Iteration 140F: 3 clusters Score -1583561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1583563.500000 Penalty: 3288.465820
	Iteration 141Q: 3 clusters Score -1583564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1583565.250000 Penalty: 3288.465820
	Iteration 142Q: 3 clusters Score -1583565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1583567.500000 Penalty: 3288.465820
	Iteration 143Q: 3 clusters Score -1583568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1583567.125000 Penalty: 3288.465820
	Iteration 144Q: 3 clusters Score -1583567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1583567.125000 Penalty: 3288.465820
	Iteration 145F: 3 clusters Score -1583567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Entering Unmasked Estep 
Score: -1049610.375000 Penalty: 1576.770996
	Iteration 0F: 2 clusters Score -1049610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1038360.500000 Penalty: 3153.541992
	Iteration 0F: 3 clusters Score -1038360 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1042164.562500 Penalty: 3153.541992
	Iteration 1F: 3 clusters Score -1042165 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1042354.437500 Penalty: 3153.541992
	Iteration 2Q: 3 clusters Score -1042354 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1042495.187500 Penalty: 3153.541992
	Iteration 3Q: 3 clusters Score -1042495 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1042606.375000 Penalty: 3153.541992
	Iteration 4Q: 3 clusters Score -1042606 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1042703.375000 Penalty: 3153.541992
	Iteration 5Q: 3 clusters Score -1042703 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1042801.312500 Penalty: 3153.541992
	Iteration 6Q: 3 clusters Score -1042801 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1042873.750000 Penalty: 3153.541992
	Iteration 7Q: 3 clusters Score -1042874 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1042943.187500 Penalty: 3153.541992
	Iteration 8Q: 3 clusters Score -1042943 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1043006.437500 Penalty: 3153.541992
	Iteration 9Q: 3 clusters Score -1043006 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1043058.000000 Penalty: 3153.541992
	Iteration 10Q: 3 clusters Score -1043058 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1043114.187500 Penalty: 3153.541992
	Iteration 11Q: 3 clusters Score -1043114 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1043175.812500 Penalty: 3153.541992
	Iteration 12Q: 3 clusters Score -1043176 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1043252.875000 Penalty: 3153.541992
	Iteration 13Q: 3 clusters Score -1043253 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1043343.500000 Penalty: 3153.541992
	Iteration 14Q: 3 clusters Score -1043344 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1043485.250000 Penalty: 3153.541992
	Iteration 15Q: 3 clusters Score -1043485 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1043687.000000 Penalty: 3153.541992
	Iteration 16Q: 3 clusters Score -1043687 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1043977.687500 Penalty: 3153.541992
	Iteration 17Q: 3 clusters Score -1043978 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1044419.312500 Penalty: 3153.541992
	Iteration 18Q: 3 clusters Score -1044419 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1044984.125000 Penalty: 3153.541992
	Iteration 19F: 3 clusters Score -1044984 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1045679.375000 Penalty: 3153.541992
	Iteration 20F: 3 clusters Score -1045679 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1046445.000000 Penalty: 3153.541992
	Iteration 21F: 3 clusters Score -1046445 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1047074.375000 Penalty: 3153.541992
	Iteration 22Q: 3 clusters Score -1047074 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1047529.125000 Penalty: 3153.541992
	Iteration 23Q: 3 clusters Score -1047529 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1047814.500000 Penalty: 3153.541992
	Iteration 24Q: 3 clusters Score -1047814 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1047981.062500 Penalty: 3153.541992
	Iteration 25Q: 3 clusters Score -1047981 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1048074.312500 Penalty: 3153.541992
	Iteration 26Q: 3 clusters Score -1048074 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1048130.687500 Penalty: 3153.541992
	Iteration 27Q: 3 clusters Score -1048131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1048153.812500 Penalty: 3153.541992
	Iteration 28Q: 3 clusters Score -1048154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1048165.250000 Penalty: 3153.541992
	Iteration 29Q: 3 clusters Score -1048165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1048174.625000 Penalty: 3153.541992
	Iteration 30Q: 3 clusters Score -1048175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1048182.812500 Penalty: 3153.541992
	Iteration 31Q: 3 clusters Score -1048183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1048192.562500 Penalty: 3153.541992
	Iteration 32Q: 3 clusters Score -1048193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1048202.875000 Penalty: 3153.541992
	Iteration 33Q: 3 clusters Score -1048203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1048211.562500 Penalty: 3153.541992
	Iteration 34Q: 3 clusters Score -1048212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1048230.500000 Penalty: 3153.541992
	Iteration 35Q: 3 clusters Score -1048230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1048242.687500 Penalty: 3153.541992
	Iteration 36Q: 3 clusters Score -1048243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1048246.812500 Penalty: 3153.541992
	Iteration 37Q: 3 clusters Score -1048247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1048251.250000 Penalty: 3153.541992
	Iteration 38Q: 3 clusters Score -1048251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1048253.687500 Penalty: 3153.541992
	Iteration 39Q: 3 clusters Score -1048254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1048255.812500 Penalty: 3153.541992
	Iteration 40F: 3 clusters Score -1048256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1048258.875000 Penalty: 3153.541992
	Iteration 41Q: 3 clusters Score -1048259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1048259.250000 Penalty: 3153.541992
	Iteration 42Q: 3 clusters Score -1048259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1048262.125000 Penalty: 3153.541992
	Iteration 43Q: 3 clusters Score -1048262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1048262.000000 Penalty: 3153.541992
	Iteration 44Q: 3 clusters Score -1048262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1048262.000000 Penalty: 3153.541992
	Iteration 45F: 3 clusters Score -1048262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Entering Unmasked Estep 
Score: -139196.625000 Penalty: 1248.852051
	Iteration 0F: 2 clusters Score -139196.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -136977.968750 Penalty: 2497.704102
	Iteration 0F: 3 clusters Score -136978 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -137420.703125 Penalty: 2497.704102
	Iteration 1F: 3 clusters Score -137420.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -137546.656250 Penalty: 2497.704102
	Iteration 2F: 3 clusters Score -137546.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -137598.640625 Penalty: 2497.704102
	Iteration 3Q: 3 clusters Score -137598.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -137631.093750 Penalty: 2497.704102
	Iteration 4Q: 3 clusters Score -137631.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -137660.484375 Penalty: 2497.704102
	Iteration 5Q: 3 clusters Score -137660.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -137682.343750 Penalty: 2497.704102
	Iteration 6Q: 3 clusters Score -137682.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -137699.906250 Penalty: 2497.704102
	Iteration 7Q: 3 clusters Score -137699.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -137715.718750 Penalty: 2497.704102
	Iteration 8Q: 3 clusters Score -137715.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -137726.515625 Penalty: 2497.704102
	Iteration 9Q: 3 clusters Score -137726.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -137733.234375 Penalty: 2497.704102
	Iteration 10Q: 3 clusters Score -137733.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -137740.265625 Penalty: 2497.704102
	Iteration 11Q: 3 clusters Score -137740.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -137746.515625 Penalty: 2497.704102
	Iteration 12Q: 3 clusters Score -137746.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -137751.375000 Penalty: 2497.704102
	Iteration 13Q: 3 clusters Score -137751.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -137754.406250 Penalty: 2497.704102
	Iteration 14Q: 3 clusters Score -137754.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -137758.312500 Penalty: 2497.704102
	Iteration 15Q: 3 clusters Score -137758.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -137761.359375 Penalty: 2497.704102
	Iteration 16Q: 3 clusters Score -137761.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -137763.046875 Penalty: 2497.704102
	Iteration 17Q: 3 clusters Score -137763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -137766.406250 Penalty: 2497.704102
	Iteration 18Q: 3 clusters Score -137766.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -137769.031250 Penalty: 2497.704102
	Iteration 19Q: 3 clusters Score -137769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -137771.156250 Penalty: 2497.704102
	Iteration 20F: 3 clusters Score -137771.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -137771.625000 Penalty: 2497.704102
	Iteration 21Q: 3 clusters Score -137771.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -137771.906250 Penalty: 2497.704102
	Iteration 22Q: 3 clusters Score -137771.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -137772.656250 Penalty: 2497.704102
	Iteration 23Q: 3 clusters Score -137772.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -137773.609375 Penalty: 2497.704102
	Iteration 24Q: 3 clusters Score -137773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -137774.812500 Penalty: 2497.704102
	Iteration 25Q: 3 clusters Score -137774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -137775.109375 Penalty: 2497.704102
	Iteration 26Q: 3 clusters Score -137775.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -137775.828125 Penalty: 2497.704102
	Iteration 27Q: 3 clusters Score -137775.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -137775.828125 Penalty: 2497.704102
	Iteration 28F: 3 clusters Score -137775.8 nChanged 0
--- Evaluating fit on full set of 2048086 points ---
Entering Unmasked Estep 
Score: -124985632.000000 Penalty: 35422.765625
24->16 Clusters: Score -124985632.000000, best is -125488632.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 682695 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 28584 members 
Mstep: Class 3 contains 28635 members 
Mstep: Class 4 contains 28539 members 
Mstep: Class 5 contains 28554 members 
Mstep: Class 6 contains 28392 members 
Mstep: Class 7 contains 28422 members 
Mstep: Class 8 contains 28406 members 
Mstep: Class 9 contains 28477 members 
Mstep: Class 10 contains 28436 members 
Mstep: Class 11 contains 28587 members 
Mstep: Class 12 contains 28408 members 
Mstep: Class 13 contains 28741 members 
Mstep: Class 14 contains 28428 members 
Mstep: Class 15 contains 28450 members 
Mstep: Class 16 contains 28292 members 
Mstep: Class 17 contains 28226 members 
Mstep: Class 18 contains 28391 members 
Mstep: Class 19 contains 28237 members 
Mstep: Class 20 contains 28383 members 
Mstep: Class 21 contains 28515 members 
Mstep: Class 22 contains 28356 members 
Mstep: Class 23 contains 28271 members 
Mstep: Class 24 contains 28319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 636.315918 but Gain 2182.992188
Score: -39395416.000000 Penalty: 50208.839844
Iteration 0F: 24 clusters Score -3.939542e+07 nChanged 648318
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 35878 members 
Mstep: Class 3 contains 31416 members 
Mstep: Class 4 contains 39318 members 
Mstep: Class 5 contains 38333 members 
Mstep: Class 6 contains 38356 members 
Mstep: Class 7 contains 25557 members 
Mstep: Class 8 contains 27310 members 
Mstep: Class 9 contains 29636 members 
Mstep: Class 10 contains 21545 members 
Mstep: Class 11 contains 28770 members 
Mstep: Class 12 contains 24684 members 
Mstep: Class 13 contains 31103 members 
Mstep: Class 14 contains 34364 members 
Mstep: Class 15 contains 41995 members 
Mstep: Class 16 contains 17804 members 
Mstep: Class 17 contains 23534 members 
Mstep: Class 18 contains 27426 members 
Mstep: Class 19 contains 18000 members 
Mstep: Class 20 contains 28762 members 
Mstep: Class 21 contains 36035 members 
Mstep: Class 22 contains 26488 members 
Mstep: Class 23 contains 21265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40860252.000000 Penalty: 50208.839844
Iteration 1F: 24 clusters Score -4.086025e+07 nChanged 168353
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 33665 members 
Mstep: Class 3 contains 32740 members 
Mstep: Class 4 contains 47902 members 
Mstep: Class 5 contains 45256 members 
Mstep: Class 6 contains 43796 members 
Mstep: Class 7 contains 24452 members 
Mstep: Class 8 contains 23452 members 
Mstep: Class 9 contains 28903 members 
Mstep: Class 10 contains 17909 members 
Mstep: Class 11 contains 27116 members 
Mstep: Class 12 contains 20813 members 
Mstep: Class 13 contains 29225 members 
Mstep: Class 14 contains 34601 members 
Mstep: Class 15 contains 47628 members 
Mstep: Class 16 contains 16001 members 
Mstep: Class 17 contains 19107 members 
Mstep: Class 18 contains 29364 members 
Mstep: Class 19 contains 13410 members 
Mstep: Class 20 contains 29896 members 
Mstep: Class 21 contains 38147 members 
Mstep: Class 22 contains 25558 members 
Mstep: Class 23 contains 17734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41026816.000000 Penalty: 50208.839844
Iteration 2F: 24 clusters Score -4.102682e+07 nChanged 136891
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 32769 members 
Mstep: Class 3 contains 32575 members 
Mstep: Class 4 contains 56083 members 
Mstep: Class 5 contains 49612 members 
Mstep: Class 6 contains 46749 members 
Mstep: Class 7 contains 22951 members 
Mstep: Class 8 contains 21922 members 
Mstep: Class 9 contains 29261 members 
Mstep: Class 10 contains 14801 members 
Mstep: Class 11 contains 27342 members 
Mstep: Class 12 contains 18984 members 
Mstep: Class 13 contains 27064 members 
Mstep: Class 14 contains 34164 members 
Mstep: Class 15 contains 51010 members 
Mstep: Class 16 contains 14534 members 
Mstep: Class 17 contains 16436 members 
Mstep: Class 18 contains 33947 members 
Mstep: Class 19 contains 10339 members 
Mstep: Class 20 contains 30031 members 
Mstep: Class 21 contains 36323 members 
Mstep: Class 22 contains 24260 members 
Mstep: Class 23 contains 15309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41134584.000000 Penalty: 50208.839844
Iteration 3F: 24 clusters Score -4.113458e+07 nChanged 113374
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 33096 members 
Mstep: Class 3 contains 31710 members 
Mstep: Class 4 contains 64184 members 
Mstep: Class 5 contains 52366 members 
Mstep: Class 6 contains 48414 members 
Mstep: Class 7 contains 21219 members 
Mstep: Class 8 contains 21447 members 
Mstep: Class 9 contains 30828 members 
Mstep: Class 10 contains 12353 members 
Mstep: Class 11 contains 28688 members 
Mstep: Class 12 contains 18149 members 
Mstep: Class 13 contains 24829 members 
Mstep: Class 14 contains 32935 members 
Mstep: Class 15 contains 53051 members 
Mstep: Class 16 contains 12892 members 
Mstep: Class 17 contains 14359 members 
Mstep: Class 18 contains 40559 members 
Mstep: Class 19 contains 7982 members 
Mstep: Class 20 contains 29492 members 
Mstep: Class 21 contains 32377 members 
Mstep: Class 22 contains 22470 members 
Mstep: Class 23 contains 13356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41216840.000000 Penalty: 50208.839844
Iteration 4F: 24 clusters Score -4.121684e+07 nChanged 98838
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 33672 members 
Mstep: Class 3 contains 30258 members 
Mstep: Class 4 contains 73000 members 
Mstep: Class 5 contains 54817 members 
Mstep: Class 6 contains 49720 members 
Mstep: Class 7 contains 19349 members 
Mstep: Class 8 contains 20939 members 
Mstep: Class 9 contains 33324 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 30775 members 
Mstep: Class 12 contains 17469 members 
Mstep: Class 13 contains 22410 members 
Mstep: Class 14 contains 30959 members 
Mstep: Class 15 contains 54002 members 
Mstep: Class 16 contains 11382 members 
Mstep: Class 17 contains 12530 members 
Mstep: Class 18 contains 48498 members 
Mstep: Class 19 contains 6321 members 
Mstep: Class 20 contains 28047 members 
Mstep: Class 21 contains 27513 members 
Mstep: Class 22 contains 20382 members 
Mstep: Class 23 contains 11843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41284472.000000 Penalty: 50208.839844
Iteration 5F: 24 clusters Score -4.128447e+07 nChanged 88853
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 34048 members 
Mstep: Class 3 contains 28281 members 
Mstep: Class 4 contains 82941 members 
Mstep: Class 5 contains 56990 members 
Mstep: Class 6 contains 50895 members 
Mstep: Class 7 contains 17459 members 
Mstep: Class 8 contains 20165 members 
Mstep: Class 9 contains 36263 members 
Mstep: Class 10 contains 8785 members 
Mstep: Class 11 contains 33890 members 
Mstep: Class 12 contains 16724 members 
Mstep: Class 13 contains 19766 members 
Mstep: Class 14 contains 28356 members 
Mstep: Class 15 contains 53948 members 
Mstep: Class 16 contains 10324 members 
Mstep: Class 17 contains 10844 members 
Mstep: Class 18 contains 56649 members 
Mstep: Class 19 contains 5353 members 
Mstep: Class 20 contains 25977 members 
Mstep: Class 21 contains 22358 members 
Mstep: Class 22 contains 18108 members 
Mstep: Class 23 contains 10719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41342648.000000 Penalty: 50208.839844
Iteration 6F: 24 clusters Score -4.134265e+07 nChanged 81551
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 34157 members 
Mstep: Class 3 contains 25947 members 
Mstep: Class 4 contains 94099 members 
Mstep: Class 5 contains 59185 members 
Mstep: Class 6 contains 52152 members 
Mstep: Class 7 contains 15962 members 
Mstep: Class 8 contains 19323 members 
Mstep: Class 9 contains 39109 members 
Mstep: Class 10 contains 7467 members 
Mstep: Class 11 contains 38075 members 
Mstep: Class 12 contains 15779 members 
Mstep: Class 13 contains 16862 members 
Mstep: Class 14 contains 25514 members 
Mstep: Class 15 contains 52856 members 
Mstep: Class 16 contains 9648 members 
Mstep: Class 17 contains 9277 members 
Mstep: Class 18 contains 64245 members 
Mstep: Class 19 contains 4677 members 
Mstep: Class 20 contains 23546 members 
Mstep: Class 21 contains 17350 members 
Mstep: Class 22 contains 15794 members 
Mstep: Class 23 contains 9814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41396440.000000 Penalty: 50208.839844
Iteration 7F: 24 clusters Score -4.139644e+07 nChanged 75669
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 34113 members 
Mstep: Class 3 contains 23419 members 
Mstep: Class 4 contains 105915 members 
Mstep: Class 5 contains 60984 members 
Mstep: Class 6 contains 53982 members 
Mstep: Class 7 contains 14808 members 
Mstep: Class 8 contains 18439 members 
Mstep: Class 9 contains 41811 members 
Mstep: Class 10 contains 6218 members 
Mstep: Class 11 contains 43893 members 
Mstep: Class 12 contains 14420 members 
Mstep: Class 13 contains 13874 members 
Mstep: Class 14 contains 22361 members 
Mstep: Class 15 contains 50884 members 
Mstep: Class 16 contains 9239 members 
Mstep: Class 17 contains 7893 members 
Mstep: Class 18 contains 70512 members 
Mstep: Class 19 contains 4188 members 
Mstep: Class 20 contains 20727 members 
Mstep: Class 21 contains 12977 members 
Mstep: Class 22 contains 13651 members 
Mstep: Class 23 contains 9250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41446020.000000 Penalty: 50208.839844
Iteration 8F: 24 clusters Score -4.144602e+07 nChanged 69104
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 34121 members 
Mstep: Class 3 contains 20908 members 
Mstep: Class 4 contains 117422 members 
Mstep: Class 5 contains 62129 members 
Mstep: Class 6 contains 56331 members 
Mstep: Class 7 contains 14096 members 
Mstep: Class 8 contains 17547 members 
Mstep: Class 9 contains 44292 members 
Mstep: Class 10 contains 5112 members 
Mstep: Class 11 contains 50815 members 
Mstep: Class 12 contains 12752 members 
Mstep: Class 13 contains 11115 members 
Mstep: Class 14 contains 18935 members 
Mstep: Class 15 contains 48288 members 
Mstep: Class 16 contains 9022 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 18 contains 75619 members 
Mstep: Class 19 contains 3738 members 
Mstep: Class 20 contains 17765 members 
Mstep: Class 21 contains 9380 members 
Mstep: Class 22 contains 11677 members 
Mstep: Class 23 contains 8947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41490832.000000 Penalty: 50208.839844
Iteration 9F: 24 clusters Score -4.149083e+07 nChanged 62890
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 34388 members 
Mstep: Class 3 contains 18438 members 
Mstep: Class 4 contains 128282 members 
Mstep: Class 5 contains 62761 members 
Mstep: Class 6 contains 59588 members 
Mstep: Class 7 contains 13566 members 
Mstep: Class 8 contains 16765 members 
Mstep: Class 9 contains 46535 members 
Mstep: Class 10 contains 4154 members 
Mstep: Class 11 contains 58166 members 
Mstep: Class 12 contains 10848 members 
Mstep: Class 13 contains 8572 members 
Mstep: Class 14 contains 15397 members 
Mstep: Class 15 contains 44894 members 
Mstep: Class 16 contains 8852 members 
Mstep: Class 17 contains 5734 members 
Mstep: Class 18 contains 79731 members 
Mstep: Class 19 contains 3325 members 
Mstep: Class 20 contains 14777 members 
Mstep: Class 21 contains 6750 members 
Mstep: Class 22 contains 9862 members 
Mstep: Class 23 contains 8876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41529772.000000 Penalty: 50208.839844
Iteration 10F: 24 clusters Score -4.152977e+07 nChanged 55539
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 34925 members 
Mstep: Class 3 contains 16208 members 
Mstep: Class 4 contains 137743 members 
Mstep: Class 5 contains 62838 members 
Mstep: Class 6 contains 63895 members 
Mstep: Class 7 contains 13119 members 
Mstep: Class 8 contains 16103 members 
Mstep: Class 9 contains 48500 members 
Mstep: Class 10 contains 3308 members 
Mstep: Class 11 contains 65285 members 
Mstep: Class 12 contains 8986 members 
Mstep: Class 13 contains 6350 members 
Mstep: Class 14 contains 12194 members 
Mstep: Class 15 contains 40955 members 
Mstep: Class 16 contains 8722 members 
Mstep: Class 17 contains 4802 members 
Mstep: Class 18 contains 82857 members 
Mstep: Class 19 contains 2943 members 
Mstep: Class 20 contains 11811 members 
Mstep: Class 21 contains 4972 members 
Mstep: Class 22 contains 8220 members 
Mstep: Class 23 contains 9110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41561212.000000 Penalty: 50208.839844
Iteration 11F: 24 clusters Score -4.156121e+07 nChanged 48785
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 35707 members 
Mstep: Class 3 contains 14350 members 
Mstep: Class 4 contains 145867 members 
Mstep: Class 5 contains 62450 members 
Mstep: Class 6 contains 68946 members 
Mstep: Class 7 contains 12693 members 
Mstep: Class 8 contains 15391 members 
Mstep: Class 9 contains 50264 members 
Mstep: Class 10 contains 2633 members 
Mstep: Class 11 contains 71566 members 
Mstep: Class 12 contains 7381 members 
Mstep: Class 13 contains 4549 members 
Mstep: Class 14 contains 9258 members 
Mstep: Class 15 contains 36475 members 
Mstep: Class 16 contains 8603 members 
Mstep: Class 17 contains 3979 members 
Mstep: Class 18 contains 85401 members 
Mstep: Class 19 contains 2589 members 
Mstep: Class 20 contains 9076 members 
Mstep: Class 21 contains 3825 members 
Mstep: Class 22 contains 6771 members 
Mstep: Class 23 contains 9419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41588152.000000 Penalty: 50208.839844
Iteration 12F: 24 clusters Score -4.158815e+07 nChanged 41735
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 36717 members 
Mstep: Class 3 contains 12757 members 
Mstep: Class 4 contains 152705 members 
Mstep: Class 5 contains 61532 members 
Mstep: Class 6 contains 74348 members 
Mstep: Class 7 contains 12203 members 
Mstep: Class 8 contains 14742 members 
Mstep: Class 9 contains 51605 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 76716 members 
Mstep: Class 12 contains 6118 members 
Mstep: Class 13 contains 3264 members 
Mstep: Class 14 contains 6868 members 
Mstep: Class 15 contains 31738 members 
Mstep: Class 16 contains 8489 members 
Mstep: Class 17 contains 3333 members 
Mstep: Class 18 contains 87389 members 
Mstep: Class 19 contains 2263 members 
Mstep: Class 20 contains 6779 members 
Mstep: Class 21 contains 3081 members 
Mstep: Class 22 contains 5579 members 
Mstep: Class 23 contains 9818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2005.722534 but Gain 2182.992188
Score: -41609608.000000 Penalty: 48025.847656
Iteration 13F: 23 clusters Score -4.160961e+07 nChanged 37076
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 37709 members 
Mstep: Class 3 contains 11499 members 
Mstep: Class 4 contains 158567 members 
Mstep: Class 5 contains 60027 members 
Mstep: Class 6 contains 79877 members 
Mstep: Class 7 contains 11629 members 
Mstep: Class 8 contains 14081 members 
Mstep: Class 9 contains 52938 members 
Mstep: Class 11 contains 81316 members 
Mstep: Class 12 contains 5249 members 
Mstep: Class 13 contains 2384 members 
Mstep: Class 14 contains 4983 members 
Mstep: Class 15 contains 27350 members 
Mstep: Class 16 contains 8392 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 89332 members 
Mstep: Class 19 contains 1959 members 
Mstep: Class 20 contains 5002 members 
Mstep: Class 21 contains 2682 members 
Mstep: Class 22 contains 4689 members 
Mstep: Class 23 contains 10336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1789.855591 but Gain 2182.992188
Score: -41629476.000000 Penalty: 45842.855469
Iteration 14F: 22 clusters Score -4.162948e+07 nChanged 31983
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 38538 members 
Mstep: Class 3 contains 10286 members 
Mstep: Class 4 contains 163349 members 
Mstep: Class 5 contains 58128 members 
Mstep: Class 6 contains 85762 members 
Mstep: Class 7 contains 10977 members 
Mstep: Class 8 contains 13455 members 
Mstep: Class 9 contains 54161 members 
Mstep: Class 11 contains 85109 members 
Mstep: Class 12 contains 4616 members 
Mstep: Class 14 contains 3585 members 
Mstep: Class 15 contains 23376 members 
Mstep: Class 16 contains 8262 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 90445 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 20 contains 3717 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 3880 members 
Mstep: Class 23 contains 10758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1769.230957 but Gain 2182.992188
Score: -41645876.000000 Penalty: 43659.863281
Iteration 15Q: 21 clusters Score -4.164588e+07 nChanged 26891
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 39248 members 
Mstep: Class 3 contains 9280 members 
Mstep: Class 4 contains 166931 members 
Mstep: Class 5 contains 55591 members 
Mstep: Class 6 contains 91457 members 
Mstep: Class 7 contains 10341 members 
Mstep: Class 8 contains 13119 members 
Mstep: Class 9 contains 54830 members 
Mstep: Class 11 contains 88111 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 14 contains 2621 members 
Mstep: Class 15 contains 19792 members 
Mstep: Class 16 contains 8425 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 91033 members 
Mstep: Class 20 contains 2785 members 
Mstep: Class 21 contains 2266 members 
Mstep: Class 22 contains 3190 members 
Mstep: Class 23 contains 11182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2019.099365 but Gain 2182.996094
Score: -41658596.000000 Penalty: 41476.867188
Iteration 16Q: 20 clusters Score -4.16586e+07 nChanged 24173
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 39519 members 
Mstep: Class 3 contains 8529 members 
Mstep: Class 4 contains 170175 members 
Mstep: Class 5 contains 52663 members 
Mstep: Class 6 contains 97415 members 
Mstep: Class 7 contains 9784 members 
Mstep: Class 8 contains 12511 members 
Mstep: Class 9 contains 55683 members 
Mstep: Class 11 contains 90405 members 
Mstep: Class 12 contains 3919 members 
Mstep: Class 15 contains 16670 members 
Mstep: Class 16 contains 8399 members 
Mstep: Class 17 contains 1996 members 
Mstep: Class 18 contains 91592 members 
Mstep: Class 20 contains 2160 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 2677 members 
Mstep: Class 23 contains 11546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1888.537720 but Gain 2182.992188
Score: -41669708.000000 Penalty: 39293.875000
Iteration 17Q: 19 clusters Score -4.166971e+07 nChanged 21336
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 39190 members 
Mstep: Class 3 contains 7943 members 
Mstep: Class 4 contains 172789 members 
Mstep: Class 5 contains 49532 members 
Mstep: Class 6 contains 103901 members 
Mstep: Class 7 contains 9174 members 
Mstep: Class 8 contains 11953 members 
Mstep: Class 9 contains 55986 members 
Mstep: Class 11 contains 92304 members 
Mstep: Class 12 contains 3723 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 8405 members 
Mstep: Class 17 contains 1899 members 
Mstep: Class 18 contains 91650 members 
Mstep: Class 21 contains 2064 members 
Mstep: Class 22 contains 2328 members 
Mstep: Class 23 contains 11873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41678756.000000 Penalty: 39293.875000
Iteration 18Q: 19 clusters Score -4.167876e+07 nChanged 17753
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 38423 members 
Mstep: Class 3 contains 7406 members 
Mstep: Class 4 contains 174582 members 
Mstep: Class 5 contains 46127 members 
Mstep: Class 6 contains 109953 members 
Mstep: Class 7 contains 8572 members 
Mstep: Class 8 contains 11466 members 
Mstep: Class 9 contains 56024 members 
Mstep: Class 11 contains 93931 members 
Mstep: Class 12 contains 3557 members 
Mstep: Class 15 contains 11618 members 
Mstep: Class 16 contains 8461 members 
Mstep: Class 17 contains 1849 members 
Mstep: Class 18 contains 91288 members 
Mstep: Class 21 contains 2011 members 
Mstep: Class 22 contains 2059 members 
Mstep: Class 23 contains 12159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41685068.000000 Penalty: 39293.875000
Iteration 19Q: 19 clusters Score -4.168507e+07 nChanged 16328
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 37520 members 
Mstep: Class 3 contains 7053 members 
Mstep: Class 4 contains 175960 members 
Mstep: Class 5 contains 42512 members 
Mstep: Class 6 contains 116140 members 
Mstep: Class 7 contains 7981 members 
Mstep: Class 8 contains 11077 members 
Mstep: Class 9 contains 56143 members 
Mstep: Class 11 contains 95258 members 
Mstep: Class 12 contains 3419 members 
Mstep: Class 15 contains 9643 members 
Mstep: Class 16 contains 8556 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 90768 members 
Mstep: Class 21 contains 1965 members 
Mstep: Class 22 contains 1826 members 
Mstep: Class 23 contains 12433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2117.006836 but Gain 2182.992188
Score: -41691136.000000 Penalty: 37110.882812
Iteration 20F: 18 clusters Score -4.169114e+07 nChanged 16772
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 36562 members 
Mstep: Class 3 contains 7041 members 
Mstep: Class 4 contains 177512 members 
Mstep: Class 5 contains 38803 members 
Mstep: Class 6 contains 122226 members 
Mstep: Class 7 contains 7432 members 
Mstep: Class 8 contains 10710 members 
Mstep: Class 9 contains 56484 members 
Mstep: Class 11 contains 96569 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 15 contains 8012 members 
Mstep: Class 16 contains 8714 members 
Mstep: Class 17 contains 1777 members 
Mstep: Class 18 contains 90518 members 
Mstep: Class 21 contains 1956 members 
Mstep: Class 23 contains 12868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41697476.000000 Penalty: 37110.882812
Iteration 21Q: 18 clusters Score -4.169748e+07 nChanged 14330
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 35454 members 
Mstep: Class 3 contains 6930 members 
Mstep: Class 4 contains 178466 members 
Mstep: Class 5 contains 35081 members 
Mstep: Class 6 contains 128166 members 
Mstep: Class 7 contains 6878 members 
Mstep: Class 8 contains 10361 members 
Mstep: Class 9 contains 56446 members 
Mstep: Class 11 contains 97652 members 
Mstep: Class 12 contains 3245 members 
Mstep: Class 15 contains 6642 members 
Mstep: Class 16 contains 8920 members 
Mstep: Class 17 contains 1739 members 
Mstep: Class 18 contains 89821 members 
Mstep: Class 21 contains 1940 members 
Mstep: Class 23 contains 13100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1987.098145 but Gain 2182.992188
Score: -41702004.000000 Penalty: 34927.890625
Iteration 22Q: 17 clusters Score -4.1702e+07 nChanged 15000
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 34479 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 179912 members 
Mstep: Class 5 contains 31298 members 
Mstep: Class 6 contains 134205 members 
Mstep: Class 7 contains 6345 members 
Mstep: Class 8 contains 10053 members 
Mstep: Class 9 contains 56593 members 
Mstep: Class 11 contains 98854 members 
Mstep: Class 12 contains 3202 members 
Mstep: Class 15 contains 5579 members 
Mstep: Class 16 contains 9118 members 
Mstep: Class 17 contains 1698 members 
Mstep: Class 18 contains 89129 members 
Mstep: Class 21 contains 1927 members 
Mstep: Class 23 contains 13316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41707988.000000 Penalty: 34927.890625
Iteration 23Q: 17 clusters Score -4.170799e+07 nChanged 12548
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 33457 members 
Mstep: Class 3 contains 7010 members 
Mstep: Class 4 contains 180581 members 
Mstep: Class 5 contains 27559 members 
Mstep: Class 6 contains 139716 members 
Mstep: Class 7 contains 5847 members 
Mstep: Class 8 contains 9745 members 
Mstep: Class 9 contains 56437 members 
Mstep: Class 11 contains 99722 members 
Mstep: Class 12 contains 3190 members 
Mstep: Class 15 contains 4726 members 
Mstep: Class 16 contains 9320 members 
Mstep: Class 17 contains 1664 members 
Mstep: Class 18 contains 88276 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 23 contains 13507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41711460.000000 Penalty: 34927.890625
Iteration 24Q: 17 clusters Score -4.171146e+07 nChanged 11796
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 32418 members 
Mstep: Class 3 contains 7059 members 
Mstep: Class 4 contains 181141 members 
Mstep: Class 5 contains 23961 members 
Mstep: Class 6 contains 145006 members 
Mstep: Class 7 contains 5409 members 
Mstep: Class 8 contains 9501 members 
Mstep: Class 9 contains 56165 members 
Mstep: Class 11 contains 100654 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 15 contains 4035 members 
Mstep: Class 16 contains 9507 members 
Mstep: Class 17 contains 1640 members 
Mstep: Class 18 contains 87420 members 
Mstep: Class 21 contains 1927 members 
Mstep: Class 23 contains 13673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41714980.000000 Penalty: 34927.890625
Iteration 25Q: 17 clusters Score -4.171498e+07 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 31527 members 
Mstep: Class 3 contains 7128 members 
Mstep: Class 4 contains 181522 members 
Mstep: Class 5 contains 20592 members 
Mstep: Class 6 contains 149930 members 
Mstep: Class 7 contains 4969 members 
Mstep: Class 8 contains 9336 members 
Mstep: Class 9 contains 55770 members 
Mstep: Class 11 contains 101611 members 
Mstep: Class 12 contains 3190 members 
Mstep: Class 15 contains 3475 members 
Mstep: Class 16 contains 9654 members 
Mstep: Class 17 contains 1601 members 
Mstep: Class 18 contains 86605 members 
Mstep: Class 21 contains 1914 members 
Mstep: Class 23 contains 13867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41718196.000000 Penalty: 34927.890625
Iteration 26Q: 17 clusters Score -4.17182e+07 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 30716 members 
Mstep: Class 3 contains 7180 members 
Mstep: Class 4 contains 181744 members 
Mstep: Class 5 contains 17587 members 
Mstep: Class 6 contains 154448 members 
Mstep: Class 7 contains 4605 members 
Mstep: Class 8 contains 9181 members 
Mstep: Class 9 contains 55336 members 
Mstep: Class 11 contains 102580 members 
Mstep: Class 12 contains 3181 members 
Mstep: Class 15 contains 3046 members 
Mstep: Class 16 contains 9777 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 85829 members 
Mstep: Class 21 contains 1903 members 
Mstep: Class 23 contains 14016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41721124.000000 Penalty: 34927.890625
Iteration 27Q: 17 clusters Score -4.172112e+07 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 29998 members 
Mstep: Class 3 contains 7251 members 
Mstep: Class 4 contains 181809 members 
Mstep: Class 5 contains 14919 members 
Mstep: Class 6 contains 158545 members 
Mstep: Class 7 contains 4277 members 
Mstep: Class 8 contains 9051 members 
Mstep: Class 9 contains 54846 members 
Mstep: Class 11 contains 103564 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 9881 members 
Mstep: Class 17 contains 1539 members 
Mstep: Class 18 contains 85086 members 
Mstep: Class 21 contains 1902 members 
Mstep: Class 23 contains 14145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41723848.000000 Penalty: 34927.890625
Iteration 28Q: 17 clusters Score -4.172385e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 29353 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 181845 members 
Mstep: Class 5 contains 12832 members 
Mstep: Class 6 contains 161973 members 
Mstep: Class 7 contains 4008 members 
Mstep: Class 8 contains 8939 members 
Mstep: Class 9 contains 54273 members 
Mstep: Class 11 contains 104616 members 
Mstep: Class 12 contains 3139 members 
Mstep: Class 15 contains 2428 members 
Mstep: Class 16 contains 9942 members 
Mstep: Class 17 contains 1527 members 
Mstep: Class 18 contains 84320 members 
Mstep: Class 21 contains 1890 members 
Mstep: Class 23 contains 14256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41726212.000000 Penalty: 34927.890625
Iteration 29Q: 17 clusters Score -4.172621e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 7493 members 
Mstep: Class 4 contains 181816 members 
Mstep: Class 5 contains 11291 members 
Mstep: Class 6 contains 164707 members 
Mstep: Class 7 contains 3774 members 
Mstep: Class 8 contains 8854 members 
Mstep: Class 9 contains 53654 members 
Mstep: Class 11 contains 105638 members 
Mstep: Class 12 contains 3112 members 
Mstep: Class 15 contains 2206 members 
Mstep: Class 16 contains 10002 members 
Mstep: Class 17 contains 1509 members 
Mstep: Class 18 contains 83605 members 
Mstep: Class 21 contains 1892 members 
Mstep: Class 23 contains 14346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41728364.000000 Penalty: 34927.890625
Iteration 30Q: 17 clusters Score -4.172836e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 28312 members 
Mstep: Class 3 contains 7628 members 
Mstep: Class 4 contains 181788 members 
Mstep: Class 5 contains 10262 members 
Mstep: Class 6 contains 166775 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 8787 members 
Mstep: Class 9 contains 52895 members 
Mstep: Class 11 contains 106747 members 
Mstep: Class 12 contains 3067 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 10074 members 
Mstep: Class 17 contains 1495 members 
Mstep: Class 18 contains 82907 members 
Mstep: Class 21 contains 1892 members 
Mstep: Class 23 contains 14453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41730496.000000 Penalty: 34927.890625
Iteration 31Q: 17 clusters Score -4.17305e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 27953 members 
Mstep: Class 3 contains 7769 members 
Mstep: Class 4 contains 181752 members 
Mstep: Class 5 contains 9634 members 
Mstep: Class 6 contains 168357 members 
Mstep: Class 7 contains 3383 members 
Mstep: Class 8 contains 8724 members 
Mstep: Class 9 contains 52089 members 
Mstep: Class 11 contains 107796 members 
Mstep: Class 12 contains 3022 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 10141 members 
Mstep: Class 17 contains 1493 members 
Mstep: Class 18 contains 82242 members 
Mstep: Class 21 contains 1885 members 
Mstep: Class 23 contains 14537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41731740.000000 Penalty: 34927.890625
Iteration 32Q: 17 clusters Score -4.173174e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 27701 members 
Mstep: Class 3 contains 7920 members 
Mstep: Class 4 contains 181716 members 
Mstep: Class 5 contains 9213 members 
Mstep: Class 6 contains 169594 members 
Mstep: Class 7 contains 3247 members 
Mstep: Class 8 contains 8654 members 
Mstep: Class 9 contains 51119 members 
Mstep: Class 11 contains 108899 members 
Mstep: Class 12 contains 2978 members 
Mstep: Class 15 contains 1784 members 
Mstep: Class 16 contains 10229 members 
Mstep: Class 17 contains 1489 members 
Mstep: Class 18 contains 81670 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 23 contains 14598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41732836.000000 Penalty: 34927.890625
Iteration 33Q: 17 clusters Score -4.173284e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 27486 members 
Mstep: Class 3 contains 8065 members 
Mstep: Class 4 contains 181664 members 
Mstep: Class 5 contains 8926 members 
Mstep: Class 6 contains 170516 members 
Mstep: Class 7 contains 3121 members 
Mstep: Class 8 contains 8597 members 
Mstep: Class 9 contains 50121 members 
Mstep: Class 11 contains 110122 members 
Mstep: Class 12 contains 2944 members 
Mstep: Class 15 contains 1698 members 
Mstep: Class 16 contains 10319 members 
Mstep: Class 17 contains 1476 members 
Mstep: Class 18 contains 81103 members 
Mstep: Class 21 contains 1880 members 
Mstep: Class 23 contains 14653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41733704.000000 Penalty: 34927.890625
Iteration 34Q: 17 clusters Score -4.17337e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 27297 members 
Mstep: Class 3 contains 8200 members 
Mstep: Class 4 contains 181696 members 
Mstep: Class 5 contains 8717 members 
Mstep: Class 6 contains 171233 members 
Mstep: Class 7 contains 3028 members 
Mstep: Class 8 contains 8546 members 
Mstep: Class 9 contains 49027 members 
Mstep: Class 11 contains 111330 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 15 contains 1610 members 
Mstep: Class 16 contains 10436 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 80626 members 
Mstep: Class 21 contains 1890 members 
Mstep: Class 23 contains 14708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2132.535889 but Gain 2182.994141
Score: -41734556.000000 Penalty: 32744.896484
Iteration 35Q: 16 clusters Score -4.173456e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 27101 members 
Mstep: Class 3 contains 8335 members 
Mstep: Class 4 contains 182190 members 
Mstep: Class 5 contains 8578 members 
Mstep: Class 6 contains 172310 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 8505 members 
Mstep: Class 9 contains 48122 members 
Mstep: Class 11 contains 112582 members 
Mstep: Class 12 contains 2874 members 
Mstep: Class 16 contains 10527 members 
Mstep: Class 17 contains 1444 members 
Mstep: Class 18 contains 80475 members 
Mstep: Class 21 contains 1897 members 
Mstep: Class 23 contains 14760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41736888.000000 Penalty: 32744.896484
Iteration 36Q: 16 clusters Score -4.173689e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 26942 members 
Mstep: Class 3 contains 8476 members 
Mstep: Class 4 contains 182330 members 
Mstep: Class 5 contains 8467 members 
Mstep: Class 6 contains 172780 members 
Mstep: Class 7 contains 2954 members 
Mstep: Class 8 contains 8469 members 
Mstep: Class 9 contains 46857 members 
Mstep: Class 11 contains 113792 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 16 contains 10634 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 80037 members 
Mstep: Class 21 contains 1914 members 
Mstep: Class 23 contains 14794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41738136.000000 Penalty: 32744.896484
Iteration 37Q: 16 clusters Score -4.173814e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 26706 members 
Mstep: Class 3 contains 8605 members 
Mstep: Class 4 contains 182619 members 
Mstep: Class 5 contains 8390 members 
Mstep: Class 6 contains 173127 members 
Mstep: Class 7 contains 2928 members 
Mstep: Class 8 contains 8465 members 
Mstep: Class 9 contains 45491 members 
Mstep: Class 11 contains 115099 members 
Mstep: Class 12 contains 2761 members 
Mstep: Class 16 contains 10713 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 79640 members 
Mstep: Class 21 contains 1919 members 
Mstep: Class 23 contains 14817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41739144.000000 Penalty: 32744.896484
Iteration 38Q: 16 clusters Score -4.173914e+07 nChanged 4421
Entering ConstructFrom: 
Score: -41739144.000000 Penalty: 32744.896484
Entering ConstructFrom: 
Trying to split cluster 2 (26471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Entering Unmasked Estep 
Score: -1660894.000000 Penalty: 1654.868408
	Iteration 0F: 2 clusters Score -1660894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1642932.375000 Penalty: 3309.736816
	Iteration 0F: 3 clusters Score -1642932 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1649604.250000 Penalty: 3309.736816
	Iteration 1F: 3 clusters Score -1649604 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1649926.000000 Penalty: 3309.736816
	Iteration 2Q: 3 clusters Score -1649926 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1650255.625000 Penalty: 3309.736816
	Iteration 3Q: 3 clusters Score -1650256 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1650709.500000 Penalty: 3309.736816
	Iteration 4Q: 3 clusters Score -1650710 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1651378.625000 Penalty: 3309.736816
	Iteration 5Q: 3 clusters Score -1651379 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1652380.625000 Penalty: 3309.736816
	Iteration 6F: 3 clusters Score -1652381 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1653691.250000 Penalty: 3309.736816
	Iteration 7F: 3 clusters Score -1653691 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1655027.250000 Penalty: 3309.736816
	Iteration 8F: 3 clusters Score -1655027 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1656186.750000 Penalty: 3309.736816
	Iteration 9F: 3 clusters Score -1656187 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1657118.125000 Penalty: 3309.736816
	Iteration 10Q: 3 clusters Score -1657118 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1657767.000000 Penalty: 3309.736816
	Iteration 11Q: 3 clusters Score -1657767 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1658261.000000 Penalty: 3309.736816
	Iteration 12Q: 3 clusters Score -1658261 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1658571.750000 Penalty: 3309.736816
	Iteration 13Q: 3 clusters Score -1658572 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1658830.625000 Penalty: 3309.736816
	Iteration 14Q: 3 clusters Score -1658831 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1659017.125000 Penalty: 3309.736816
	Iteration 15Q: 3 clusters Score -1659017 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1659144.750000 Penalty: 3309.736816
	Iteration 16Q: 3 clusters Score -1659145 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1659225.875000 Penalty: 3309.736816
	Iteration 17Q: 3 clusters Score -1659226 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1659289.750000 Penalty: 3309.736816
	Iteration 18Q: 3 clusters Score -1659290 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1659345.875000 Penalty: 3309.736816
	Iteration 19Q: 3 clusters Score -1659346 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1659391.750000 Penalty: 3309.736816
	Iteration 20F: 3 clusters Score -1659392 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1659425.250000 Penalty: 3309.736816
	Iteration 21Q: 3 clusters Score -1659425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1659449.250000 Penalty: 3309.736816
	Iteration 22Q: 3 clusters Score -1659449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1659472.125000 Penalty: 3309.736816
	Iteration 23Q: 3 clusters Score -1659472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1659486.750000 Penalty: 3309.736816
	Iteration 24Q: 3 clusters Score -1659487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1659494.625000 Penalty: 3309.736816
	Iteration 25Q: 3 clusters Score -1659495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1659498.375000 Penalty: 3309.736816
	Iteration 26Q: 3 clusters Score -1659498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1659503.000000 Penalty: 3309.736816
	Iteration 27Q: 3 clusters Score -1659503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1659507.375000 Penalty: 3309.736816
	Iteration 28Q: 3 clusters Score -1659507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1659511.625000 Penalty: 3309.736816
	Iteration 29Q: 3 clusters Score -1659512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1659516.375000 Penalty: 3309.736816
	Iteration 30Q: 3 clusters Score -1659516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1659521.125000 Penalty: 3309.736816
	Iteration 31Q: 3 clusters Score -1659521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1659520.875000 Penalty: 3309.736816
	Iteration 32Q: 3 clusters Score -1659521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1659521.000000 Penalty: 3309.736816
	Iteration 33Q: 3 clusters Score -1659521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1659522.375000 Penalty: 3309.736816
	Iteration 34Q: 3 clusters Score -1659522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1659522.125000 Penalty: 3309.736816
	Iteration 35Q: 3 clusters Score -1659522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1659522.125000 Penalty: 3309.736816
	Iteration 36F: 3 clusters Score -1659522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Entering Unmasked Estep 
Score: -575099.000000 Penalty: 1474.684082
	Iteration 0F: 2 clusters Score -575099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -568733.687500 Penalty: 2949.368164
	Iteration 0F: 3 clusters Score -568733.7 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -570694.312500 Penalty: 2949.368164
	Iteration 1F: 3 clusters Score -570694.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -570864.312500 Penalty: 2949.368164
	Iteration 2F: 3 clusters Score -570864.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -570982.812500 Penalty: 2949.368164
	Iteration 3Q: 3 clusters Score -570982.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -571073.312500 Penalty: 2949.368164
	Iteration 4Q: 3 clusters Score -571073.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -571143.625000 Penalty: 2949.368164
	Iteration 5Q: 3 clusters Score -571143.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -571208.625000 Penalty: 2949.368164
	Iteration 6Q: 3 clusters Score -571208.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -571262.312500 Penalty: 2949.368164
	Iteration 7Q: 3 clusters Score -571262.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -571309.625000 Penalty: 2949.368164
	Iteration 8Q: 3 clusters Score -571309.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -571348.312500 Penalty: 2949.368164
	Iteration 9Q: 3 clusters Score -571348.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -571383.000000 Penalty: 2949.368164
	Iteration 10Q: 3 clusters Score -571383 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -571421.375000 Penalty: 2949.368164
	Iteration 11Q: 3 clusters Score -571421.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -571458.625000 Penalty: 2949.368164
	Iteration 12Q: 3 clusters Score -571458.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -571494.875000 Penalty: 2949.368164
	Iteration 13Q: 3 clusters Score -571494.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -571530.312500 Penalty: 2949.368164
	Iteration 14Q: 3 clusters Score -571530.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -571565.625000 Penalty: 2949.368164
	Iteration 15Q: 3 clusters Score -571565.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -571603.812500 Penalty: 2949.368164
	Iteration 16Q: 3 clusters Score -571603.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -571642.062500 Penalty: 2949.368164
	Iteration 17Q: 3 clusters Score -571642.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -571686.687500 Penalty: 2949.368164
	Iteration 18Q: 3 clusters Score -571686.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -571738.437500 Penalty: 2949.368164
	Iteration 19Q: 3 clusters Score -571738.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -571799.937500 Penalty: 2949.368164
	Iteration 20F: 3 clusters Score -571799.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -571881.750000 Penalty: 2949.368164
	Iteration 21Q: 3 clusters Score -571881.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -571990.000000 Penalty: 2949.368164
	Iteration 22Q: 3 clusters Score -571990 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -572120.875000 Penalty: 2949.368164
	Iteration 23Q: 3 clusters Score -572120.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -572281.000000 Penalty: 2949.368164
	Iteration 24Q: 3 clusters Score -572281 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -572446.375000 Penalty: 2949.368164
	Iteration 25Q: 3 clusters Score -572446.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -572599.875000 Penalty: 2949.368164
	Iteration 26Q: 3 clusters Score -572599.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -572733.687500 Penalty: 2949.368164
	Iteration 27Q: 3 clusters Score -572733.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -572860.375000 Penalty: 2949.368164
	Iteration 28Q: 3 clusters Score -572860.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -572962.125000 Penalty: 2949.368164
	Iteration 29Q: 3 clusters Score -572962.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -573050.187500 Penalty: 2949.368164
	Iteration 30Q: 3 clusters Score -573050.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -573124.562500 Penalty: 2949.368164
	Iteration 31Q: 3 clusters Score -573124.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -573190.062500 Penalty: 2949.368164
	Iteration 32Q: 3 clusters Score -573190.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -573233.500000 Penalty: 2949.368164
	Iteration 33Q: 3 clusters Score -573233.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -573285.125000 Penalty: 2949.368164
	Iteration 34Q: 3 clusters Score -573285.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -573350.250000 Penalty: 2949.368164
	Iteration 35Q: 3 clusters Score -573350.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -573417.750000 Penalty: 2949.368164
	Iteration 36Q: 3 clusters Score -573417.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -573474.812500 Penalty: 2949.368164
	Iteration 37Q: 3 clusters Score -573474.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -573525.875000 Penalty: 2949.368164
	Iteration 38Q: 3 clusters Score -573525.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -573577.062500 Penalty: 2949.368164
	Iteration 39Q: 3 clusters Score -573577.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -573613.062500 Penalty: 2949.368164
	Iteration 40F: 3 clusters Score -573613.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -573640.312500 Penalty: 2949.368164
	Iteration 41Q: 3 clusters Score -573640.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -573666.937500 Penalty: 2949.368164
	Iteration 42Q: 3 clusters Score -573666.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -573680.937500 Penalty: 2949.368164
	Iteration 43Q: 3 clusters Score -573680.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -573691.875000 Penalty: 2949.368164
	Iteration 44Q: 3 clusters Score -573691.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -573698.812500 Penalty: 2949.368164
	Iteration 45Q: 3 clusters Score -573698.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -573713.250000 Penalty: 2949.368164
	Iteration 46Q: 3 clusters Score -573713.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -573722.625000 Penalty: 2949.368164
	Iteration 47Q: 3 clusters Score -573722.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -573729.937500 Penalty: 2949.368164
	Iteration 48Q: 3 clusters Score -573729.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -573736.812500 Penalty: 2949.368164
	Iteration 49Q: 3 clusters Score -573736.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -573745.125000 Penalty: 2949.368164
	Iteration 50Q: 3 clusters Score -573745.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -573750.875000 Penalty: 2949.368164
	Iteration 51Q: 3 clusters Score -573750.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -573759.500000 Penalty: 2949.368164
	Iteration 52Q: 3 clusters Score -573759.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -573764.250000 Penalty: 2949.368164
	Iteration 53Q: 3 clusters Score -573764.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -573767.125000 Penalty: 2949.368164
	Iteration 54Q: 3 clusters Score -573767.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -573767.187500 Penalty: 2949.368164
	Iteration 55Q: 3 clusters Score -573767.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -573768.062500 Penalty: 2949.368164
	Iteration 56Q: 3 clusters Score -573768.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -573768.062500 Penalty: 2949.368164
	Iteration 57F: 3 clusters Score -573768.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (182914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182914 members 
Entering Unmasked Estep 
Score: -11484057.000000 Penalty: 1968.975342
	Iteration 0F: 2 clusters Score -1.148406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91214 members 
Mstep: Class 2 contains 91700 members 
Entering Unmasked Estep 
Score: -11361096.000000 Penalty: 3937.950684
	Iteration 0F: 3 clusters Score -1.13611e+07 nChanged 88341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88247 members 
Mstep: Class 2 contains 94667 members 
Entering Unmasked Estep 
Score: -11413648.000000 Penalty: 3937.950684
	Iteration 1F: 3 clusters Score -1.141365e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86439 members 
Mstep: Class 2 contains 96475 members 
Entering Unmasked Estep 
Score: -11414954.000000 Penalty: 3937.950684
	Iteration 2Q: 3 clusters Score -1.141495e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83492 members 
Mstep: Class 2 contains 99422 members 
Entering Unmasked Estep 
Score: -11416855.000000 Penalty: 3937.950684
	Iteration 3Q: 3 clusters Score -1.141686e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78720 members 
Mstep: Class 2 contains 104194 members 
Entering Unmasked Estep 
Score: -11419844.000000 Penalty: 3937.950684
	Iteration 4Q: 3 clusters Score -1.141984e+07 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 111455 members 
Entering Unmasked Estep 
Score: -11424623.000000 Penalty: 3937.950684
	Iteration 5F: 3 clusters Score -1.142462e+07 nChanged 11812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 121785 members 
Entering Unmasked Estep 
Score: -11431968.000000 Penalty: 3937.950684
	Iteration 6F: 3 clusters Score -1.143197e+07 nChanged 14084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 135175 members 
Entering Unmasked Estep 
Score: -11442871.000000 Penalty: 3937.950684
	Iteration 7F: 3 clusters Score -1.144287e+07 nChanged 14568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 149439 members 
Entering Unmasked Estep 
Score: -11455666.000000 Penalty: 3937.950684
	Iteration 8F: 3 clusters Score -1.145567e+07 nChanged 12443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 161792 members 
Entering Unmasked Estep 
Score: -11467453.000000 Penalty: 3937.950684
	Iteration 9F: 3 clusters Score -1.146745e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 170028 members 
Entering Unmasked Estep 
Score: -11475667.000000 Penalty: 3937.950684
	Iteration 10Q: 3 clusters Score -1.147567e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 174282 members 
Entering Unmasked Estep 
Score: -11480359.000000 Penalty: 3937.950684
	Iteration 11Q: 3 clusters Score -1.148036e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 176067 members 
Entering Unmasked Estep 
Score: -11482359.000000 Penalty: 3937.950684
	Iteration 12Q: 3 clusters Score -1.148236e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 176904 members 
Entering Unmasked Estep 
Score: -11483336.000000 Penalty: 3937.950684
	Iteration 13Q: 3 clusters Score -1.148334e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 177367 members 
Entering Unmasked Estep 
Score: -11483826.000000 Penalty: 3937.950684
	Iteration 14Q: 3 clusters Score -1.148383e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 177651 members 
Entering Unmasked Estep 
Score: -11484095.000000 Penalty: 3937.950684
	Iteration 15Q: 3 clusters Score -1.14841e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 177837 members 
Entering Unmasked Estep 
Score: -11484202.000000 Penalty: 3937.950684
	Iteration 16Q: 3 clusters Score -1.14842e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 177950 members 
Entering Unmasked Estep 
Score: -11484276.000000 Penalty: 3937.950684
	Iteration 17Q: 3 clusters Score -1.148428e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 178053 members 
Entering Unmasked Estep 
Score: -11484299.000000 Penalty: 3937.950684
	Iteration 18Q: 3 clusters Score -1.14843e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 178112 members 
Entering Unmasked Estep 
Score: -11484299.000000 Penalty: 3937.950684
	Iteration 19Q: 3 clusters Score -1.14843e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 178158 members 
Entering Unmasked Estep 
Score: -11484331.000000 Penalty: 3937.950684
	Iteration 20F: 3 clusters Score -1.148433e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 178193 members 
Entering Unmasked Estep 
Score: -11484331.000000 Penalty: 3937.950684
	Iteration 21Q: 3 clusters Score -1.148433e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 178220 members 
Entering Unmasked Estep 
Score: -11484320.000000 Penalty: 3937.950684
	Iteration 22Q: 3 clusters Score -1.148432e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 178238 members 
Entering Unmasked Estep 
Score: -11484347.000000 Penalty: 3937.950684
	Iteration 23Q: 3 clusters Score -1.148435e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 178252 members 
Entering Unmasked Estep 
Score: -11484346.000000 Penalty: 3937.950684
	Iteration 24Q: 3 clusters Score -1.148435e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 178269 members 
Entering Unmasked Estep 
Score: -11484357.000000 Penalty: 3937.950684
	Iteration 25Q: 3 clusters Score -1.148436e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 178289 members 
Entering Unmasked Estep 
Score: -11484366.000000 Penalty: 3937.950684
	Iteration 26Q: 3 clusters Score -1.148437e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 178306 members 
Entering Unmasked Estep 
Score: -11484362.000000 Penalty: 3937.950684
	Iteration 27Q: 3 clusters Score -1.148436e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 178316 members 
Entering Unmasked Estep 
Score: -11484363.000000 Penalty: 3937.950684
	Iteration 28Q: 3 clusters Score -1.148436e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 178327 members 
Entering Unmasked Estep 
Score: -11484367.000000 Penalty: 3937.950684
	Iteration 29Q: 3 clusters Score -1.148437e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 178341 members 
Entering Unmasked Estep 
Score: -11484384.000000 Penalty: 3937.950684
	Iteration 30Q: 3 clusters Score -1.148438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 178351 members 
Entering Unmasked Estep 
Score: -11484373.000000 Penalty: 3937.950684
	Iteration 31Q: 3 clusters Score -1.148437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 178358 members 
Entering Unmasked Estep 
Score: -11484378.000000 Penalty: 3937.950684
	Iteration 32Q: 3 clusters Score -1.148438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 178362 members 
Entering Unmasked Estep 
Score: -11484369.000000 Penalty: 3937.950684
	Iteration 33Q: 3 clusters Score -1.148437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 178367 members 
Entering Unmasked Estep 
Score: -11484373.000000 Penalty: 3937.950684
	Iteration 34Q: 3 clusters Score -1.148437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 178369 members 
Entering Unmasked Estep 
Score: -11484371.000000 Penalty: 3937.950684
	Iteration 35Q: 3 clusters Score -1.148437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 178367 members 
Entering Unmasked Estep 
Score: -11484374.000000 Penalty: 3937.950684
	Iteration 36Q: 3 clusters Score -1.148437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 178369 members 
Entering Unmasked Estep 
Score: -11484376.000000 Penalty: 3937.950684
	Iteration 37Q: 3 clusters Score -1.148438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 178371 members 
Entering Unmasked Estep 
Score: -11484382.000000 Penalty: 3937.950684
	Iteration 38Q: 3 clusters Score -1.148438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 178371 members 
Entering Unmasked Estep 
Score: -11484382.000000 Penalty: 3937.950684
	Iteration 39F: 3 clusters Score -1.148438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 178371 members 
Mstep: Class 2 contains 26471 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 4543 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 6 contains 173357 members 
Mstep: Class 7 contains 2941 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 44152 members 
Mstep: Class 11 contains 116380 members 
Mstep: Class 12 contains 2703 members 
Mstep: Class 16 contains 10794 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 79298 members 
Mstep: Class 21 contains 1922 members 
Mstep: Class 23 contains 14820 members 
Entering Unmasked Estep 
Score: -41739424.000000 Penalty: 34927.890625
Splitting cluster 4 changes total score from -41739144.000000 to -41739424.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (8341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Entering Unmasked Estep 
Score: -528418.062500 Penalty: 1467.202515
	Iteration 0F: 2 clusters Score -528418.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -522351.312500 Penalty: 2934.405029
	Iteration 0F: 3 clusters Score -522351.3 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -524293.187500 Penalty: 2934.405029
	Iteration 1F: 3 clusters Score -524293.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -524695.062500 Penalty: 2934.405029
	Iteration 2F: 3 clusters Score -524695.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -525177.687500 Penalty: 2934.405029
	Iteration 3F: 3 clusters Score -525177.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -525643.312500 Penalty: 2934.405029
	Iteration 4F: 3 clusters Score -525643.3 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -526159.812500 Penalty: 2934.405029
	Iteration 5F: 3 clusters Score -526159.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -526731.437500 Penalty: 2934.405029
	Iteration 6F: 3 clusters Score -526731.4 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -527273.125000 Penalty: 2934.405029
	Iteration 7F: 3 clusters Score -527273.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -527679.812500 Penalty: 2934.405029
	Iteration 8F: 3 clusters Score -527679.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -527956.437500 Penalty: 2934.405029
	Iteration 9Q: 3 clusters Score -527956.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -528105.312500 Penalty: 2934.405029
	Iteration 10Q: 3 clusters Score -528105.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -528178.125000 Penalty: 2934.405029
	Iteration 11Q: 3 clusters Score -528178.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -528212.187500 Penalty: 2934.405029
	Iteration 12Q: 3 clusters Score -528212.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -528228.062500 Penalty: 2934.405029
	Iteration 13Q: 3 clusters Score -528228.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -528236.375000 Penalty: 2934.405029
	Iteration 14Q: 3 clusters Score -528236.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -528237.812500 Penalty: 2934.405029
	Iteration 15Q: 3 clusters Score -528237.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -528242.937500 Penalty: 2934.405029
	Iteration 16Q: 3 clusters Score -528242.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -528245.375000 Penalty: 2934.405029
	Iteration 17Q: 3 clusters Score -528245.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -528245.812500 Penalty: 2934.405029
	Iteration 18Q: 3 clusters Score -528245.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -528245.812500 Penalty: 2934.405029
	Iteration 19Q: 3 clusters Score -528245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -528245.500000 Penalty: 2934.405029
	Iteration 20F: 3 clusters Score -528245.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -528246.625000 Penalty: 2934.405029
	Iteration 21Q: 3 clusters Score -528246.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -528248.250000 Penalty: 2934.405029
	Iteration 22Q: 3 clusters Score -528248.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -528248.750000 Penalty: 2934.405029
	Iteration 23Q: 3 clusters Score -528248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -528249.812500 Penalty: 2934.405029
	Iteration 24Q: 3 clusters Score -528249.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -528248.812500 Penalty: 2934.405029
	Iteration 25Q: 3 clusters Score -528248.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -528249.562500 Penalty: 2934.405029
	Iteration 26Q: 3 clusters Score -528249.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -528249.562500 Penalty: 2934.405029
	Iteration 27F: 3 clusters Score -528249.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (173357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173357 members 
Entering Unmasked Estep 
Score: -11041122.000000 Penalty: 1960.255127
	Iteration 0F: 2 clusters Score -1.104112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86452 members 
Mstep: Class 2 contains 86905 members 
Entering Unmasked Estep 
Score: -10925112.000000 Penalty: 3920.510254
	Iteration 0F: 3 clusters Score -1.092511e+07 nChanged 83733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82251 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -10974010.000000 Penalty: 3920.510254
	Iteration 1F: 3 clusters Score -1.097401e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79259 members 
Mstep: Class 2 contains 94098 members 
Entering Unmasked Estep 
Score: -10975065.000000 Penalty: 3920.510254
	Iteration 2Q: 3 clusters Score -1.097506e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74434 members 
Mstep: Class 2 contains 98923 members 
Entering Unmasked Estep 
Score: -10976958.000000 Penalty: 3920.510254
	Iteration 3Q: 3 clusters Score -1.097696e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 106357 members 
Entering Unmasked Estep 
Score: -10980495.000000 Penalty: 3920.510254
	Iteration 4Q: 3 clusters Score -1.09805e+07 nChanged 11134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 117183 members 
Entering Unmasked Estep 
Score: -10987372.000000 Penalty: 3920.510254
	Iteration 5F: 3 clusters Score -1.098737e+07 nChanged 14558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 131643 members 
Entering Unmasked Estep 
Score: -10999026.000000 Penalty: 3920.510254
	Iteration 6F: 3 clusters Score -1.099903e+07 nChanged 16019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 147636 members 
Entering Unmasked Estep 
Score: -11014203.000000 Penalty: 3920.510254
	Iteration 7F: 3 clusters Score -1.10142e+07 nChanged 13324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 160960 members 
Entering Unmasked Estep 
Score: -11027638.000000 Penalty: 3920.510254
	Iteration 8F: 3 clusters Score -1.102764e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 168759 members 
Entering Unmasked Estep 
Score: -11035312.000000 Penalty: 3920.510254
	Iteration 9Q: 3 clusters Score -1.103531e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 171940 members 
Entering Unmasked Estep 
Score: -11038226.000000 Penalty: 3920.510254
	Iteration 10Q: 3 clusters Score -1.103823e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 172835 members 
Entering Unmasked Estep 
Score: -11039062.000000 Penalty: 3920.510254
	Iteration 11Q: 3 clusters Score -1.103906e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 173057 members 
Entering Unmasked Estep 
Score: -11039256.000000 Penalty: 3920.510254
	Iteration 12Q: 3 clusters Score -1.103926e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 173124 members 
Entering Unmasked Estep 
Score: -11039332.000000 Penalty: 3920.510254
	Iteration 13Q: 3 clusters Score -1.103933e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 173152 members 
Entering Unmasked Estep 
Score: -11039366.000000 Penalty: 3920.510254
	Iteration 14Q: 3 clusters Score -1.103937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 173162 members 
Entering Unmasked Estep 
Score: -11039391.000000 Penalty: 3920.510254
	Iteration 15Q: 3 clusters Score -1.103939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 173166 members 
Entering Unmasked Estep 
Score: -11039407.000000 Penalty: 3920.510254
	Iteration 16Q: 3 clusters Score -1.103941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 173173 members 
Entering Unmasked Estep 
Score: -11039419.000000 Penalty: 3920.510254
	Iteration 17Q: 3 clusters Score -1.103942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 173176 members 
Entering Unmasked Estep 
Score: -11039433.000000 Penalty: 3920.510254
	Iteration 18Q: 3 clusters Score -1.103943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 173176 members 
Entering Unmasked Estep 
Score: -11039435.000000 Penalty: 3920.510254
	Iteration 19Q: 3 clusters Score -1.103944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 173175 members 
Entering Unmasked Estep 
Score: -11039444.000000 Penalty: 3920.510254
	Iteration 20F: 3 clusters Score -1.103944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Entering Unmasked Estep 
Score: -188071.953125 Penalty: 1297.807007
	Iteration 0F: 2 clusters Score -188072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -185391.734375 Penalty: 2595.614014
	Iteration 0F: 3 clusters Score -185391.7 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -186044.281250 Penalty: 2595.614014
	Iteration 1F: 3 clusters Score -186044.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -186181.593750 Penalty: 2595.614014
	Iteration 2F: 3 clusters Score -186181.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -186238.687500 Penalty: 2595.614014
	Iteration 3Q: 3 clusters Score -186238.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -186284.234375 Penalty: 2595.614014
	Iteration 4Q: 3 clusters Score -186284.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -186322.875000 Penalty: 2595.614014
	Iteration 5Q: 3 clusters Score -186322.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -186359.500000 Penalty: 2595.614014
	Iteration 6Q: 3 clusters Score -186359.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -186398.281250 Penalty: 2595.614014
	Iteration 7Q: 3 clusters Score -186398.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -186430.250000 Penalty: 2595.614014
	Iteration 8Q: 3 clusters Score -186430.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -186461.671875 Penalty: 2595.614014
	Iteration 9Q: 3 clusters Score -186461.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -186490.296875 Penalty: 2595.614014
	Iteration 10Q: 3 clusters Score -186490.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -186520.875000 Penalty: 2595.614014
	Iteration 11Q: 3 clusters Score -186520.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -186552.640625 Penalty: 2595.614014
	Iteration 12Q: 3 clusters Score -186552.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -186577.781250 Penalty: 2595.614014
	Iteration 13Q: 3 clusters Score -186577.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -186610.093750 Penalty: 2595.614014
	Iteration 14Q: 3 clusters Score -186610.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -186649.468750 Penalty: 2595.614014
	Iteration 15Q: 3 clusters Score -186649.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -186682.718750 Penalty: 2595.614014
	Iteration 16Q: 3 clusters Score -186682.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -186708.671875 Penalty: 2595.614014
	Iteration 17Q: 3 clusters Score -186708.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -186730.593750 Penalty: 2595.614014
	Iteration 18Q: 3 clusters Score -186730.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -186745.609375 Penalty: 2595.614014
	Iteration 19Q: 3 clusters Score -186745.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -186761.843750 Penalty: 2595.614014
	Iteration 20F: 3 clusters Score -186761.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -186775.781250 Penalty: 2595.614014
	Iteration 21Q: 3 clusters Score -186775.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -186787.875000 Penalty: 2595.614014
	Iteration 22Q: 3 clusters Score -186787.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -186801.250000 Penalty: 2595.614014
	Iteration 23Q: 3 clusters Score -186801.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -186810.250000 Penalty: 2595.614014
	Iteration 24Q: 3 clusters Score -186810.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -186818.796875 Penalty: 2595.614014
	Iteration 25Q: 3 clusters Score -186818.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -186826.250000 Penalty: 2595.614014
	Iteration 26Q: 3 clusters Score -186826.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -186836.312500 Penalty: 2595.614014
	Iteration 27Q: 3 clusters Score -186836.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -186850.656250 Penalty: 2595.614014
	Iteration 28Q: 3 clusters Score -186850.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -186872.500000 Penalty: 2595.614014
	Iteration 29Q: 3 clusters Score -186872.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -186899.250000 Penalty: 2595.614014
	Iteration 30Q: 3 clusters Score -186899.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -186919.859375 Penalty: 2595.614014
	Iteration 31Q: 3 clusters Score -186919.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -186934.265625 Penalty: 2595.614014
	Iteration 32Q: 3 clusters Score -186934.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -186945.906250 Penalty: 2595.614014
	Iteration 33Q: 3 clusters Score -186945.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -186955.343750 Penalty: 2595.614014
	Iteration 34Q: 3 clusters Score -186955.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -186962.531250 Penalty: 2595.614014
	Iteration 35Q: 3 clusters Score -186962.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -186967.406250 Penalty: 2595.614014
	Iteration 36Q: 3 clusters Score -186967.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -186969.578125 Penalty: 2595.614014
	Iteration 37Q: 3 clusters Score -186969.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -186971.968750 Penalty: 2595.614014
	Iteration 38Q: 3 clusters Score -186972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -186973.734375 Penalty: 2595.614014
	Iteration 39Q: 3 clusters Score -186973.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -186976.796875 Penalty: 2595.614014
	Iteration 40F: 3 clusters Score -186976.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -186979.484375 Penalty: 2595.614014
	Iteration 41Q: 3 clusters Score -186979.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -186982.562500 Penalty: 2595.614014
	Iteration 42Q: 3 clusters Score -186982.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -186986.531250 Penalty: 2595.614014
	Iteration 43Q: 3 clusters Score -186986.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -186989.484375 Penalty: 2595.614014
	Iteration 44Q: 3 clusters Score -186989.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -186992.359375 Penalty: 2595.614014
	Iteration 45Q: 3 clusters Score -186992.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -186996.031250 Penalty: 2595.614014
	Iteration 46Q: 3 clusters Score -186996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -187000.812500 Penalty: 2595.614014
	Iteration 47Q: 3 clusters Score -187000.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -187003.453125 Penalty: 2595.614014
	Iteration 48Q: 3 clusters Score -187003.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -187005.468750 Penalty: 2595.614014
	Iteration 49Q: 3 clusters Score -187005.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -187006.375000 Penalty: 2595.614014
	Iteration 50Q: 3 clusters Score -187006.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -187006.906250 Penalty: 2595.614014
	Iteration 51Q: 3 clusters Score -187006.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -187008.453125 Penalty: 2595.614014
	Iteration 52Q: 3 clusters Score -187008.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -187009.109375 Penalty: 2595.614014
	Iteration 53Q: 3 clusters Score -187009.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -187009.109375 Penalty: 2595.614014
	Iteration 54F: 3 clusters Score -187009.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Entering Unmasked Estep 
Score: -484518.062500 Penalty: 1469.465942
	Iteration 0F: 2 clusters Score -484518.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -478449.437500 Penalty: 2938.931885
	Iteration 0F: 3 clusters Score -478449.4 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -480427.906250 Penalty: 2938.931885
	Iteration 1F: 3 clusters Score -480427.9 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -480977.125000 Penalty: 2938.931885
	Iteration 2F: 3 clusters Score -480977.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -481706.937500 Penalty: 2938.931885
	Iteration 3F: 3 clusters Score -481706.9 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -482527.375000 Penalty: 2938.931885
	Iteration 4F: 3 clusters Score -482527.4 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -483145.625000 Penalty: 2938.931885
	Iteration 5F: 3 clusters Score -483145.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -483580.218750 Penalty: 2938.931885
	Iteration 6F: 3 clusters Score -483580.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -483872.125000 Penalty: 2938.931885
	Iteration 7Q: 3 clusters Score -483872.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -484032.468750 Penalty: 2938.931885
	Iteration 8Q: 3 clusters Score -484032.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -484124.906250 Penalty: 2938.931885
	Iteration 9Q: 3 clusters Score -484124.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -484179.375000 Penalty: 2938.931885
	Iteration 10Q: 3 clusters Score -484179.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -484221.250000 Penalty: 2938.931885
	Iteration 11Q: 3 clusters Score -484221.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -484259.593750 Penalty: 2938.931885
	Iteration 12Q: 3 clusters Score -484259.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -484284.531250 Penalty: 2938.931885
	Iteration 13Q: 3 clusters Score -484284.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -484308.250000 Penalty: 2938.931885
	Iteration 14Q: 3 clusters Score -484308.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -484326.125000 Penalty: 2938.931885
	Iteration 15Q: 3 clusters Score -484326.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -484340.750000 Penalty: 2938.931885
	Iteration 16Q: 3 clusters Score -484340.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -484349.000000 Penalty: 2938.931885
	Iteration 17Q: 3 clusters Score -484349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -484353.468750 Penalty: 2938.931885
	Iteration 18Q: 3 clusters Score -484353.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -484357.031250 Penalty: 2938.931885
	Iteration 19Q: 3 clusters Score -484357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -484359.468750 Penalty: 2938.931885
	Iteration 20F: 3 clusters Score -484359.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -484359.437500 Penalty: 2938.931885
	Iteration 21Q: 3 clusters Score -484359.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -484359.437500 Penalty: 2938.931885
	Iteration 22F: 3 clusters Score -484359.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Entering Unmasked Estep 
Score: -2839157.000000 Penalty: 1738.001465
	Iteration 0F: 2 clusters Score -2839157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -2809548.000000 Penalty: 3476.002930
	Iteration 0F: 3 clusters Score -2809548 nChanged 20538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -2820975.000000 Penalty: 3476.002930
	Iteration 1F: 3 clusters Score -2820975 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -2821422.500000 Penalty: 3476.002930
	Iteration 2Q: 3 clusters Score -2821422 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -2821871.250000 Penalty: 3476.002930
	Iteration 3Q: 3 clusters Score -2821871 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -2822322.500000 Penalty: 3476.002930
	Iteration 4Q: 3 clusters Score -2822322 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -2822897.750000 Penalty: 3476.002930
	Iteration 5Q: 3 clusters Score -2822898 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -2823658.500000 Penalty: 3476.002930
	Iteration 6Q: 3 clusters Score -2823658 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -2824749.000000 Penalty: 3476.002930
	Iteration 7Q: 3 clusters Score -2824749 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -2826414.000000 Penalty: 3476.002930
	Iteration 8F: 3 clusters Score -2826414 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -2828658.500000 Penalty: 3476.002930
	Iteration 9F: 3 clusters Score -2828658 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -2831409.250000 Penalty: 3476.002930
	Iteration 10F: 3 clusters Score -2831409 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -2834244.750000 Penalty: 3476.002930
	Iteration 11F: 3 clusters Score -2834245 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -2836174.250000 Penalty: 3476.002930
	Iteration 12Q: 3 clusters Score -2836174 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -2837054.750000 Penalty: 3476.002930
	Iteration 13Q: 3 clusters Score -2837055 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -2837345.750000 Penalty: 3476.002930
	Iteration 14Q: 3 clusters Score -2837346 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -2837479.250000 Penalty: 3476.002930
	Iteration 15Q: 3 clusters Score -2837479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -2837520.000000 Penalty: 3476.002930
	Iteration 16Q: 3 clusters Score -2837520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -2837548.250000 Penalty: 3476.002930
	Iteration 17Q: 3 clusters Score -2837548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -2837563.250000 Penalty: 3476.002930
	Iteration 18Q: 3 clusters Score -2837563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -2837573.250000 Penalty: 3476.002930
	Iteration 19Q: 3 clusters Score -2837573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -2837582.500000 Penalty: 3476.002930
	Iteration 20F: 3 clusters Score -2837582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -2837589.000000 Penalty: 3476.002930
	Iteration 21Q: 3 clusters Score -2837589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -2837596.250000 Penalty: 3476.002930
	Iteration 22Q: 3 clusters Score -2837596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -2837601.000000 Penalty: 3476.002930
	Iteration 23Q: 3 clusters Score -2837601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -2837603.000000 Penalty: 3476.002930
	Iteration 24Q: 3 clusters Score -2837603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -2837603.000000 Penalty: 3476.002930
	Iteration 25F: 3 clusters Score -2837603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (116380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116380 members 
Entering Unmasked Estep 
Score: -7324635.500000 Penalty: 1895.500000
	Iteration 0F: 2 clusters Score -7324636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -7246721.500000 Penalty: 3791.000000
	Iteration 0F: 3 clusters Score -7246722 nChanged 55970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -7278642.000000 Penalty: 3791.000000
	Iteration 1F: 3 clusters Score -7278642 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61873 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -7279304.500000 Penalty: 3791.000000
	Iteration 2Q: 3 clusters Score -7279304 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63902 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -7280084.500000 Penalty: 3791.000000
	Iteration 3Q: 3 clusters Score -7280084 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -7281332.000000 Penalty: 3791.000000
	Iteration 4Q: 3 clusters Score -7281332 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71963 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -7283751.000000 Penalty: 3791.000000
	Iteration 5Q: 3 clusters Score -7283751 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -7288181.500000 Penalty: 3791.000000
	Iteration 6F: 3 clusters Score -7288182 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88457 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -7295669.000000 Penalty: 3791.000000
	Iteration 7F: 3 clusters Score -7295669 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98978 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -7305635.500000 Penalty: 3791.000000
	Iteration 8F: 3 clusters Score -7305636 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107808 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -7314586.000000 Penalty: 3791.000000
	Iteration 9F: 3 clusters Score -7314586 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112917 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -7319663.500000 Penalty: 3791.000000
	Iteration 10Q: 3 clusters Score -7319664 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115140 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7321801.500000 Penalty: 3791.000000
	Iteration 11Q: 3 clusters Score -7321802 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115868 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7322530.500000 Penalty: 3791.000000
	Iteration 12Q: 3 clusters Score -7322530 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116088 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7322764.500000 Penalty: 3791.000000
	Iteration 13Q: 3 clusters Score -7322764 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116153 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7322878.500000 Penalty: 3791.000000
	Iteration 14Q: 3 clusters Score -7322878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116174 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7322932.000000 Penalty: 3791.000000
	Iteration 15Q: 3 clusters Score -7322932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116183 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7322967.000000 Penalty: 3791.000000
	Iteration 16Q: 3 clusters Score -7322967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116188 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7322988.000000 Penalty: 3791.000000
	Iteration 17Q: 3 clusters Score -7322988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116195 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7323005.500000 Penalty: 3791.000000
	Iteration 18Q: 3 clusters Score -7323006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116197 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -7323017.000000 Penalty: 3791.000000
	Iteration 19Q: 3 clusters Score -7323017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116200 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7323021.000000 Penalty: 3791.000000
	Iteration 20F: 3 clusters Score -7323021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116200 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7323025.000000 Penalty: 3791.000000
	Iteration 21Q: 3 clusters Score -7323025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116202 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7323028.500000 Penalty: 3791.000000
	Iteration 22Q: 3 clusters Score -7323028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116202 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7323028.500000 Penalty: 3791.000000
	Iteration 23F: 3 clusters Score -7323028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Entering Unmasked Estep 
Score: -177140.609375 Penalty: 1284.094116
	Iteration 0F: 2 clusters Score -177140.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -174581.734375 Penalty: 2568.188232
	Iteration 0F: 3 clusters Score -174581.7 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -175127.265625 Penalty: 2568.188232
	Iteration 1F: 3 clusters Score -175127.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -175239.390625 Penalty: 2568.188232
	Iteration 2F: 3 clusters Score -175239.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -175309.000000 Penalty: 2568.188232
	Iteration 3Q: 3 clusters Score -175309 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -175372.750000 Penalty: 2568.188232
	Iteration 4Q: 3 clusters Score -175372.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -175417.515625 Penalty: 2568.188232
	Iteration 5Q: 3 clusters Score -175417.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -175452.328125 Penalty: 2568.188232
	Iteration 6Q: 3 clusters Score -175452.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -175482.296875 Penalty: 2568.188232
	Iteration 7Q: 3 clusters Score -175482.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -175504.859375 Penalty: 2568.188232
	Iteration 8Q: 3 clusters Score -175504.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -175520.062500 Penalty: 2568.188232
	Iteration 9Q: 3 clusters Score -175520.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -175530.000000 Penalty: 2568.188232
	Iteration 10Q: 3 clusters Score -175530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -175538.578125 Penalty: 2568.188232
	Iteration 11Q: 3 clusters Score -175538.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -175547.734375 Penalty: 2568.188232
	Iteration 12Q: 3 clusters Score -175547.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -175557.468750 Penalty: 2568.188232
	Iteration 13Q: 3 clusters Score -175557.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -175566.140625 Penalty: 2568.188232
	Iteration 14Q: 3 clusters Score -175566.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -175577.000000 Penalty: 2568.188232
	Iteration 15Q: 3 clusters Score -175577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -175588.421875 Penalty: 2568.188232
	Iteration 16Q: 3 clusters Score -175588.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -175599.546875 Penalty: 2568.188232
	Iteration 17Q: 3 clusters Score -175599.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -175609.421875 Penalty: 2568.188232
	Iteration 18Q: 3 clusters Score -175609.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -175617.937500 Penalty: 2568.188232
	Iteration 19Q: 3 clusters Score -175617.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -175626.656250 Penalty: 2568.188232
	Iteration 20F: 3 clusters Score -175626.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -175635.734375 Penalty: 2568.188232
	Iteration 21Q: 3 clusters Score -175635.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -175643.468750 Penalty: 2568.188232
	Iteration 22Q: 3 clusters Score -175643.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -175652.296875 Penalty: 2568.188232
	Iteration 23Q: 3 clusters Score -175652.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -175661.421875 Penalty: 2568.188232
	Iteration 24Q: 3 clusters Score -175661.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -175672.140625 Penalty: 2568.188232
	Iteration 25Q: 3 clusters Score -175672.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -175686.890625 Penalty: 2568.188232
	Iteration 26Q: 3 clusters Score -175686.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -175698.375000 Penalty: 2568.188232
	Iteration 27Q: 3 clusters Score -175698.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -175709.562500 Penalty: 2568.188232
	Iteration 28Q: 3 clusters Score -175709.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -175717.093750 Penalty: 2568.188232
	Iteration 29Q: 3 clusters Score -175717.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -175723.203125 Penalty: 2568.188232
	Iteration 30Q: 3 clusters Score -175723.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -175729.421875 Penalty: 2568.188232
	Iteration 31Q: 3 clusters Score -175729.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -175738.281250 Penalty: 2568.188232
	Iteration 32Q: 3 clusters Score -175738.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -175751.000000 Penalty: 2568.188232
	Iteration 33Q: 3 clusters Score -175751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -175763.046875 Penalty: 2568.188232
	Iteration 34Q: 3 clusters Score -175763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -175780.343750 Penalty: 2568.188232
	Iteration 35Q: 3 clusters Score -175780.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -175795.906250 Penalty: 2568.188232
	Iteration 36Q: 3 clusters Score -175795.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -175810.765625 Penalty: 2568.188232
	Iteration 37Q: 3 clusters Score -175810.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -175821.968750 Penalty: 2568.188232
	Iteration 38Q: 3 clusters Score -175822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -175831.375000 Penalty: 2568.188232
	Iteration 39Q: 3 clusters Score -175831.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -175838.140625 Penalty: 2568.188232
	Iteration 40F: 3 clusters Score -175838.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -175841.046875 Penalty: 2568.188232
	Iteration 41Q: 3 clusters Score -175841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -175847.125000 Penalty: 2568.188232
	Iteration 42Q: 3 clusters Score -175847.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -175851.421875 Penalty: 2568.188232
	Iteration 43Q: 3 clusters Score -175851.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -175853.953125 Penalty: 2568.188232
	Iteration 44Q: 3 clusters Score -175854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -175860.203125 Penalty: 2568.188232
	Iteration 45Q: 3 clusters Score -175860.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -175866.093750 Penalty: 2568.188232
	Iteration 46Q: 3 clusters Score -175866.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -175871.046875 Penalty: 2568.188232
	Iteration 47Q: 3 clusters Score -175871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -175881.156250 Penalty: 2568.188232
	Iteration 48Q: 3 clusters Score -175881.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -175890.406250 Penalty: 2568.188232
	Iteration 49Q: 3 clusters Score -175890.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -175895.875000 Penalty: 2568.188232
	Iteration 50Q: 3 clusters Score -175895.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -175902.203125 Penalty: 2568.188232
	Iteration 51Q: 3 clusters Score -175902.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -175905.546875 Penalty: 2568.188232
	Iteration 52Q: 3 clusters Score -175905.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -175910.437500 Penalty: 2568.188232
	Iteration 53Q: 3 clusters Score -175910.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -175912.421875 Penalty: 2568.188232
	Iteration 54Q: 3 clusters Score -175912.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -175915.031250 Penalty: 2568.188232
	Iteration 55Q: 3 clusters Score -175915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -175917.843750 Penalty: 2568.188232
	Iteration 56Q: 3 clusters Score -175917.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -175920.765625 Penalty: 2568.188232
	Iteration 57Q: 3 clusters Score -175920.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -175923.296875 Penalty: 2568.188232
	Iteration 58Q: 3 clusters Score -175923.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -175926.000000 Penalty: 2568.188232
	Iteration 59Q: 3 clusters Score -175926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -175929.187500 Penalty: 2568.188232
	Iteration 60F: 3 clusters Score -175929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -175930.015625 Penalty: 2568.188232
	Iteration 61Q: 3 clusters Score -175930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -175930.765625 Penalty: 2568.188232
	Iteration 62Q: 3 clusters Score -175930.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -175931.734375 Penalty: 2568.188232
	Iteration 63Q: 3 clusters Score -175931.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -175931.953125 Penalty: 2568.188232
	Iteration 64Q: 3 clusters Score -175932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -175932.250000 Penalty: 2568.188232
	Iteration 65Q: 3 clusters Score -175932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -175934.281250 Penalty: 2568.188232
	Iteration 66Q: 3 clusters Score -175934.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -175935.906250 Penalty: 2568.188232
	Iteration 67Q: 3 clusters Score -175935.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -175936.421875 Penalty: 2568.188232
	Iteration 68Q: 3 clusters Score -175936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -175936.812500 Penalty: 2568.188232
	Iteration 69Q: 3 clusters Score -175936.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -175937.750000 Penalty: 2568.188232
	Iteration 70Q: 3 clusters Score -175937.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -175938.890625 Penalty: 2568.188232
	Iteration 71Q: 3 clusters Score -175938.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -175939.796875 Penalty: 2568.188232
	Iteration 72Q: 3 clusters Score -175939.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -175940.750000 Penalty: 2568.188232
	Iteration 73Q: 3 clusters Score -175940.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -175940.750000 Penalty: 2568.188232
	Iteration 74F: 3 clusters Score -175940.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Entering Unmasked Estep 
Score: -664575.625000 Penalty: 1509.096191
	Iteration 0F: 2 clusters Score -664575.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -656860.625000 Penalty: 3018.192383
	Iteration 0F: 3 clusters Score -656860.6 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -659397.937500 Penalty: 3018.192383
	Iteration 1F: 3 clusters Score -659397.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -659586.812500 Penalty: 3018.192383
	Iteration 2F: 3 clusters Score -659586.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -659722.812500 Penalty: 3018.192383
	Iteration 3Q: 3 clusters Score -659722.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -659835.375000 Penalty: 3018.192383
	Iteration 4Q: 3 clusters Score -659835.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -659922.625000 Penalty: 3018.192383
	Iteration 5Q: 3 clusters Score -659922.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -659992.000000 Penalty: 3018.192383
	Iteration 6Q: 3 clusters Score -659992 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -660045.250000 Penalty: 3018.192383
	Iteration 7Q: 3 clusters Score -660045.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -660083.250000 Penalty: 3018.192383
	Iteration 8Q: 3 clusters Score -660083.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -660120.937500 Penalty: 3018.192383
	Iteration 9Q: 3 clusters Score -660120.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -660160.937500 Penalty: 3018.192383
	Iteration 10Q: 3 clusters Score -660160.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -660201.062500 Penalty: 3018.192383
	Iteration 11Q: 3 clusters Score -660201.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -660242.375000 Penalty: 3018.192383
	Iteration 12Q: 3 clusters Score -660242.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -660279.875000 Penalty: 3018.192383
	Iteration 13Q: 3 clusters Score -660279.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -660322.062500 Penalty: 3018.192383
	Iteration 14Q: 3 clusters Score -660322.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -660370.750000 Penalty: 3018.192383
	Iteration 15Q: 3 clusters Score -660370.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -660418.500000 Penalty: 3018.192383
	Iteration 16Q: 3 clusters Score -660418.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -660480.250000 Penalty: 3018.192383
	Iteration 17Q: 3 clusters Score -660480.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -660554.250000 Penalty: 3018.192383
	Iteration 18Q: 3 clusters Score -660554.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -660651.687500 Penalty: 3018.192383
	Iteration 19Q: 3 clusters Score -660651.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -660786.437500 Penalty: 3018.192383
	Iteration 20F: 3 clusters Score -660786.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -660971.062500 Penalty: 3018.192383
	Iteration 21Q: 3 clusters Score -660971.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -661157.500000 Penalty: 3018.192383
	Iteration 22Q: 3 clusters Score -661157.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -661360.000000 Penalty: 3018.192383
	Iteration 23Q: 3 clusters Score -661360 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -661566.312500 Penalty: 3018.192383
	Iteration 24Q: 3 clusters Score -661566.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -661801.375000 Penalty: 3018.192383
	Iteration 25Q: 3 clusters Score -661801.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -662074.875000 Penalty: 3018.192383
	Iteration 26Q: 3 clusters Score -662074.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -662325.250000 Penalty: 3018.192383
	Iteration 27Q: 3 clusters Score -662325.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -662507.562500 Penalty: 3018.192383
	Iteration 28Q: 3 clusters Score -662507.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -662648.687500 Penalty: 3018.192383
	Iteration 29Q: 3 clusters Score -662648.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -662789.437500 Penalty: 3018.192383
	Iteration 30Q: 3 clusters Score -662789.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -662902.125000 Penalty: 3018.192383
	Iteration 31Q: 3 clusters Score -662902.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -662995.375000 Penalty: 3018.192383
	Iteration 32Q: 3 clusters Score -662995.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -663066.187500 Penalty: 3018.192383
	Iteration 33Q: 3 clusters Score -663066.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -663134.250000 Penalty: 3018.192383
	Iteration 34Q: 3 clusters Score -663134.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -663191.500000 Penalty: 3018.192383
	Iteration 35Q: 3 clusters Score -663191.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -663226.187500 Penalty: 3018.192383
	Iteration 36Q: 3 clusters Score -663226.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -663260.500000 Penalty: 3018.192383
	Iteration 37Q: 3 clusters Score -663260.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -663281.187500 Penalty: 3018.192383
	Iteration 38Q: 3 clusters Score -663281.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -663295.312500 Penalty: 3018.192383
	Iteration 39Q: 3 clusters Score -663295.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -663300.750000 Penalty: 3018.192383
	Iteration 40F: 3 clusters Score -663300.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -663306.000000 Penalty: 3018.192383
	Iteration 41Q: 3 clusters Score -663306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -663308.562500 Penalty: 3018.192383
	Iteration 42Q: 3 clusters Score -663308.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -663310.812500 Penalty: 3018.192383
	Iteration 43Q: 3 clusters Score -663310.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -663312.000000 Penalty: 3018.192383
	Iteration 44Q: 3 clusters Score -663312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -663313.750000 Penalty: 3018.192383
	Iteration 45Q: 3 clusters Score -663313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -663314.625000 Penalty: 3018.192383
	Iteration 46Q: 3 clusters Score -663314.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -663315.687500 Penalty: 3018.192383
	Iteration 47Q: 3 clusters Score -663315.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -663315.187500 Penalty: 3018.192383
	Iteration 48Q: 3 clusters Score -663315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -663317.000000 Penalty: 3018.192383
	Iteration 49Q: 3 clusters Score -663317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -663318.562500 Penalty: 3018.192383
	Iteration 50Q: 3 clusters Score -663318.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -663318.687500 Penalty: 3018.192383
	Iteration 51Q: 3 clusters Score -663318.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -663318.062500 Penalty: 3018.192383
	Iteration 52Q: 3 clusters Score -663318.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -663318.500000 Penalty: 3018.192383
	Iteration 53Q: 3 clusters Score -663318.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -663318.312500 Penalty: 3018.192383
	Iteration 54Q: 3 clusters Score -663318.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -663321.062500 Penalty: 3018.192383
	Iteration 55Q: 3 clusters Score -663321.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -663323.250000 Penalty: 3018.192383
	Iteration 56Q: 3 clusters Score -663323.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -663321.375000 Penalty: 3018.192383
	Iteration 57Q: 3 clusters Score -663321.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -663322.937500 Penalty: 3018.192383
	Iteration 58Q: 3 clusters Score -663322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -663322.625000 Penalty: 3018.192383
	Iteration 59Q: 3 clusters Score -663322.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -663324.562500 Penalty: 3018.192383
	Iteration 60F: 3 clusters Score -663324.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -663324.500000 Penalty: 3018.192383
	Iteration 61Q: 3 clusters Score -663324.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -663326.062500 Penalty: 3018.192383
	Iteration 62Q: 3 clusters Score -663326.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -663326.062500 Penalty: 3018.192383
	Iteration 63F: 3 clusters Score -663326.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Entering Unmasked Estep 
Score: -92481.367188 Penalty: 1177.881958
	Iteration 0F: 2 clusters Score -92481.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -90764.125000 Penalty: 2355.763916
	Iteration 0F: 3 clusters Score -90764.12 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -91080.273438 Penalty: 2355.763916
	Iteration 1F: 3 clusters Score -91080.27 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -91162.539062 Penalty: 2355.763916
	Iteration 2F: 3 clusters Score -91162.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -91204.445312 Penalty: 2355.763916
	Iteration 3Q: 3 clusters Score -91204.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -91240.203125 Penalty: 2355.763916
	Iteration 4Q: 3 clusters Score -91240.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -91258.234375 Penalty: 2355.763916
	Iteration 5Q: 3 clusters Score -91258.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -91265.992188 Penalty: 2355.763916
	Iteration 6Q: 3 clusters Score -91265.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -91272.195312 Penalty: 2355.763916
	Iteration 7Q: 3 clusters Score -91272.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -91275.398438 Penalty: 2355.763916
	Iteration 8Q: 3 clusters Score -91275.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -91277.203125 Penalty: 2355.763916
	Iteration 9Q: 3 clusters Score -91277.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -91278.656250 Penalty: 2355.763916
	Iteration 10Q: 3 clusters Score -91278.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -91279.726562 Penalty: 2355.763916
	Iteration 11Q: 3 clusters Score -91279.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -91279.726562 Penalty: 2355.763916
	Iteration 12F: 3 clusters Score -91279.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79298 members 
Entering Unmasked Estep 
Score: -4957305.500000 Penalty: 1833.157227
	Iteration 0F: 2 clusters Score -4957306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -4904043.000000 Penalty: 3666.314453
	Iteration 0F: 3 clusters Score -4904043 nChanged 37817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -4926153.000000 Penalty: 3666.314453
	Iteration 1F: 3 clusters Score -4926153 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -4926894.000000 Penalty: 3666.314453
	Iteration 2Q: 3 clusters Score -4926894 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -4927837.500000 Penalty: 3666.314453
	Iteration 3Q: 3 clusters Score -4927838 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -4929097.000000 Penalty: 3666.314453
	Iteration 4Q: 3 clusters Score -4929097 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -4930755.500000 Penalty: 3666.314453
	Iteration 5Q: 3 clusters Score -4930756 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -4933071.000000 Penalty: 3666.314453
	Iteration 6F: 3 clusters Score -4933071 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -4936237.000000 Penalty: 3666.314453
	Iteration 7F: 3 clusters Score -4936237 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -4939968.000000 Penalty: 3666.314453
	Iteration 8F: 3 clusters Score -4939968 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -4943827.500000 Penalty: 3666.314453
	Iteration 9F: 3 clusters Score -4943828 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 66412 members 
Entering Unmasked Estep 
Score: -4946990.500000 Penalty: 3666.314453
	Iteration 10Q: 3 clusters Score -4946990 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 69084 members 
Entering Unmasked Estep 
Score: -4949324.000000 Penalty: 3666.314453
	Iteration 11Q: 3 clusters Score -4949324 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 71106 members 
Entering Unmasked Estep 
Score: -4950888.500000 Penalty: 3666.314453
	Iteration 12Q: 3 clusters Score -4950888 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 72760 members 
Entering Unmasked Estep 
Score: -4952096.500000 Penalty: 3666.314453
	Iteration 13Q: 3 clusters Score -4952096 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 74036 members 
Entering Unmasked Estep 
Score: -4952998.000000 Penalty: 3666.314453
	Iteration 14Q: 3 clusters Score -4952998 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
Score: -4953607.000000 Penalty: 3666.314453
	Iteration 15Q: 3 clusters Score -4953607 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
Score: -4954091.000000 Penalty: 3666.314453
	Iteration 16Q: 3 clusters Score -4954091 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -4954496.000000 Penalty: 3666.314453
	Iteration 17Q: 3 clusters Score -4954496 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 77033 members 
Entering Unmasked Estep 
Score: -4954814.500000 Penalty: 3666.314453
	Iteration 18Q: 3 clusters Score -4954814 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 77442 members 
Entering Unmasked Estep 
Score: -4955039.500000 Penalty: 3666.314453
	Iteration 19Q: 3 clusters Score -4955040 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 77740 members 
Entering Unmasked Estep 
Score: -4955194.500000 Penalty: 3666.314453
	Iteration 20F: 3 clusters Score -4955194 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -4955314.000000 Penalty: 3666.314453
	Iteration 21Q: 3 clusters Score -4955314 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 78111 members 
Entering Unmasked Estep 
Score: -4955398.500000 Penalty: 3666.314453
	Iteration 22Q: 3 clusters Score -4955398 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 78227 members 
Entering Unmasked Estep 
Score: -4955477.500000 Penalty: 3666.314453
	Iteration 23Q: 3 clusters Score -4955478 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -4955517.500000 Penalty: 3666.314453
	Iteration 24Q: 3 clusters Score -4955518 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 78380 members 
Entering Unmasked Estep 
Score: -4955573.000000 Penalty: 3666.314453
	Iteration 25Q: 3 clusters Score -4955573 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 78440 members 
Entering Unmasked Estep 
Score: -4955593.500000 Penalty: 3666.314453
	Iteration 26Q: 3 clusters Score -4955594 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 78484 members 
Entering Unmasked Estep 
Score: -4955610.500000 Penalty: 3666.314453
	Iteration 27Q: 3 clusters Score -4955610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -4955630.000000 Penalty: 3666.314453
	Iteration 28Q: 3 clusters Score -4955630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -4955657.000000 Penalty: 3666.314453
	Iteration 29Q: 3 clusters Score -4955657 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 78585 members 
Entering Unmasked Estep 
Score: -4955662.000000 Penalty: 3666.314453
	Iteration 30Q: 3 clusters Score -4955662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 78601 members 
Entering Unmasked Estep 
Score: -4955676.000000 Penalty: 3666.314453
	Iteration 31Q: 3 clusters Score -4955676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 78622 members 
Entering Unmasked Estep 
Score: -4955680.500000 Penalty: 3666.314453
	Iteration 32Q: 3 clusters Score -4955680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 78640 members 
Entering Unmasked Estep 
Score: -4955688.500000 Penalty: 3666.314453
	Iteration 33Q: 3 clusters Score -4955688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 78660 members 
Entering Unmasked Estep 
Score: -4955702.000000 Penalty: 3666.314453
	Iteration 34Q: 3 clusters Score -4955702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 78677 members 
Entering Unmasked Estep 
Score: -4955710.000000 Penalty: 3666.314453
	Iteration 35Q: 3 clusters Score -4955710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 78684 members 
Entering Unmasked Estep 
Score: -4955714.000000 Penalty: 3666.314453
	Iteration 36Q: 3 clusters Score -4955714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 78692 members 
Entering Unmasked Estep 
Score: -4955714.500000 Penalty: 3666.314453
	Iteration 37Q: 3 clusters Score -4955714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 78696 members 
Entering Unmasked Estep 
Score: -4955715.500000 Penalty: 3666.314453
	Iteration 38Q: 3 clusters Score -4955716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 78695 members 
Entering Unmasked Estep 
Score: -4955719.000000 Penalty: 3666.314453
	Iteration 39Q: 3 clusters Score -4955719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -4955711.000000 Penalty: 3666.314453
	Iteration 40F: 3 clusters Score -4955711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 78701 members 
Entering Unmasked Estep 
Score: -4955717.000000 Penalty: 3666.314453
	Iteration 41Q: 3 clusters Score -4955717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -4955720.000000 Penalty: 3666.314453
	Iteration 42Q: 3 clusters Score -4955720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
Score: -4955720.500000 Penalty: 3666.314453
	Iteration 43Q: 3 clusters Score -4955720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 78706 members 
Entering Unmasked Estep 
Score: -4955720.000000 Penalty: 3666.314453
	Iteration 44Q: 3 clusters Score -4955720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 78708 members 
Entering Unmasked Estep 
Score: -4955722.000000 Penalty: 3666.314453
	Iteration 45Q: 3 clusters Score -4955722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 78708 members 
Entering Unmasked Estep 
Score: -4955722.000000 Penalty: 3666.314453
	Iteration 46F: 3 clusters Score -4955722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Entering Unmasked Estep 
Score: -115680.914062 Penalty: 1228.682251
	Iteration 0F: 2 clusters Score -115680.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -113662.640625 Penalty: 2457.364502
	Iteration 0F: 3 clusters Score -113662.6 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -114049.812500 Penalty: 2457.364502
	Iteration 1F: 3 clusters Score -114049.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -114156.546875 Penalty: 2457.364502
	Iteration 2F: 3 clusters Score -114156.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -114220.984375 Penalty: 2457.364502
	Iteration 3Q: 3 clusters Score -114221 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -114252.062500 Penalty: 2457.364502
	Iteration 4Q: 3 clusters Score -114252.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -114276.679688 Penalty: 2457.364502
	Iteration 5Q: 3 clusters Score -114276.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -114297.078125 Penalty: 2457.364502
	Iteration 6Q: 3 clusters Score -114297.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -114312.742188 Penalty: 2457.364502
	Iteration 7Q: 3 clusters Score -114312.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -114324.562500 Penalty: 2457.364502
	Iteration 8Q: 3 clusters Score -114324.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -114331.976562 Penalty: 2457.364502
	Iteration 9Q: 3 clusters Score -114332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -114337.148438 Penalty: 2457.364502
	Iteration 10Q: 3 clusters Score -114337.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -114342.093750 Penalty: 2457.364502
	Iteration 11Q: 3 clusters Score -114342.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -114344.132812 Penalty: 2457.364502
	Iteration 12Q: 3 clusters Score -114344.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -114344.773438 Penalty: 2457.364502
	Iteration 13Q: 3 clusters Score -114344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -114345.351562 Penalty: 2457.364502
	Iteration 14Q: 3 clusters Score -114345.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -114345.781250 Penalty: 2457.364502
	Iteration 15Q: 3 clusters Score -114345.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -114346.195312 Penalty: 2457.364502
	Iteration 16Q: 3 clusters Score -114346.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -114346.195312 Penalty: 2457.364502
	Iteration 17F: 3 clusters Score -114346.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Entering Unmasked Estep 
Score: -942310.375000 Penalty: 1560.606567
	Iteration 0F: 2 clusters Score -942310.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -932056.562500 Penalty: 3121.213135
	Iteration 0F: 3 clusters Score -932056.6 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -936047.625000 Penalty: 3121.213135
	Iteration 1F: 3 clusters Score -936047.6 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -936930.687500 Penalty: 3121.213135
	Iteration 2F: 3 clusters Score -936930.7 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -937825.437500 Penalty: 3121.213135
	Iteration 3F: 3 clusters Score -937825.4 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -938816.312500 Penalty: 3121.213135
	Iteration 4F: 3 clusters Score -938816.3 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -939893.125000 Penalty: 3121.213135
	Iteration 5F: 3 clusters Score -939893.1 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -940798.125000 Penalty: 3121.213135
	Iteration 6F: 3 clusters Score -940798.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -941394.312500 Penalty: 3121.213135
	Iteration 7Q: 3 clusters Score -941394.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -941759.500000 Penalty: 3121.213135
	Iteration 8Q: 3 clusters Score -941759.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -941963.937500 Penalty: 3121.213135
	Iteration 9Q: 3 clusters Score -941963.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -942077.687500 Penalty: 3121.213135
	Iteration 10Q: 3 clusters Score -942077.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -942131.250000 Penalty: 3121.213135
	Iteration 11Q: 3 clusters Score -942131.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -942172.312500 Penalty: 3121.213135
	Iteration 12Q: 3 clusters Score -942172.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -942207.875000 Penalty: 3121.213135
	Iteration 13Q: 3 clusters Score -942207.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -942233.437500 Penalty: 3121.213135
	Iteration 14Q: 3 clusters Score -942233.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -942255.562500 Penalty: 3121.213135
	Iteration 15Q: 3 clusters Score -942255.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -942277.750000 Penalty: 3121.213135
	Iteration 16Q: 3 clusters Score -942277.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -942300.875000 Penalty: 3121.213135
	Iteration 17Q: 3 clusters Score -942300.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -942319.187500 Penalty: 3121.213135
	Iteration 18Q: 3 clusters Score -942319.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -942339.875000 Penalty: 3121.213135
	Iteration 19Q: 3 clusters Score -942339.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -942358.500000 Penalty: 3121.213135
	Iteration 20F: 3 clusters Score -942358.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -942375.687500 Penalty: 3121.213135
	Iteration 21Q: 3 clusters Score -942375.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -942393.000000 Penalty: 3121.213135
	Iteration 22Q: 3 clusters Score -942393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -942401.437500 Penalty: 3121.213135
	Iteration 23Q: 3 clusters Score -942401.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -942405.375000 Penalty: 3121.213135
	Iteration 24Q: 3 clusters Score -942405.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -942407.250000 Penalty: 3121.213135
	Iteration 25Q: 3 clusters Score -942407.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -942410.000000 Penalty: 3121.213135
	Iteration 26Q: 3 clusters Score -942410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -942412.062500 Penalty: 3121.213135
	Iteration 27Q: 3 clusters Score -942412.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -942412.062500 Penalty: 3121.213135
	Iteration 28F: 3 clusters Score -942412.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 178371 members 
Mstep: Class 2 contains 26471 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 4543 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 6 contains 173357 members 
Mstep: Class 7 contains 2941 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 44152 members 
Mstep: Class 10 contains 738 members 
Mstep: Class 11 contains 116380 members 
Mstep: Class 12 contains 2703 members 
Mstep: Class 16 contains 10794 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 79298 members 
Mstep: Class 21 contains 1922 members 
Mstep: Class 23 contains 14082 members 
Entering Unmasked Estep 
Score: -41738896.000000 Penalty: 37110.882812
Splitting cluster 23 changes total score from -41739144.000000 to -41738896.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 26471 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 4543 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 6 contains 173357 members 
Mstep: Class 7 contains 2941 members 
Mstep: Class 8 contains 8458 members 
Mstep: Class 9 contains 44152 members 
Mstep: Class 11 contains 116380 members 
Mstep: Class 12 contains 2703 members 
Mstep: Class 16 contains 10794 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 79298 members 
Mstep: Class 21 contains 1922 members 
Mstep: Class 23 contains 14820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41739896.000000 Penalty: 34927.890625
Iteration 39Q: 17 clusters Score -4.17399e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 177611 members 
Mstep: Class 2 contains 26331 members 
Mstep: Class 3 contains 8854 members 
Mstep: Class 4 contains 4550 members 
Mstep: Class 5 contains 8300 members 
Mstep: Class 6 contains 173665 members 
Mstep: Class 7 contains 2980 members 
Mstep: Class 8 contains 8456 members 
Mstep: Class 9 contains 43404 members 
Mstep: Class 11 contains 117649 members 
Mstep: Class 12 contains 2638 members 
Mstep: Class 16 contains 10887 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 79191 members 
Mstep: Class 21 contains 1925 members 
Mstep: Class 23 contains 14842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41740760.000000 Penalty: 34927.890625
Iteration 40F: 17 clusters Score -4.174076e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 178801 members 
Mstep: Class 2 contains 26072 members 
Mstep: Class 3 contains 8991 members 
Mstep: Class 4 contains 4560 members 
Mstep: Class 5 contains 8250 members 
Mstep: Class 6 contains 173642 members 
Mstep: Class 7 contains 2961 members 
Mstep: Class 8 contains 8428 members 
Mstep: Class 9 contains 41917 members 
Mstep: Class 11 contains 118655 members 
Mstep: Class 12 contains 2550 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 1388 members 
Mstep: Class 18 contains 78739 members 
Mstep: Class 21 contains 1934 members 
Mstep: Class 23 contains 14810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41741656.000000 Penalty: 34927.890625
Iteration 41Q: 17 clusters Score -4.174166e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 179809 members 
Mstep: Class 2 contains 25779 members 
Mstep: Class 3 contains 9087 members 
Mstep: Class 4 contains 4588 members 
Mstep: Class 5 contains 8220 members 
Mstep: Class 6 contains 173621 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 8417 members 
Mstep: Class 9 contains 40532 members 
Mstep: Class 11 contains 119645 members 
Mstep: Class 12 contains 2456 members 
Mstep: Class 16 contains 11080 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 78346 members 
Mstep: Class 21 contains 1941 members 
Mstep: Class 23 contains 14792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41742488.000000 Penalty: 34927.890625
Iteration 42Q: 17 clusters Score -4.174249e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 180687 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 9154 members 
Mstep: Class 4 contains 4618 members 
Mstep: Class 5 contains 8192 members 
Mstep: Class 6 contains 173566 members 
Mstep: Class 7 contains 3062 members 
Mstep: Class 8 contains 8407 members 
Mstep: Class 9 contains 39338 members 
Mstep: Class 11 contains 120595 members 
Mstep: Class 12 contains 2380 members 
Mstep: Class 16 contains 11167 members 
Mstep: Class 17 contains 1366 members 
Mstep: Class 18 contains 77984 members 
Mstep: Class 21 contains 1942 members 
Mstep: Class 23 contains 14784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41743024.000000 Penalty: 34927.890625
Iteration 43Q: 17 clusters Score -4.174302e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 181427 members 
Mstep: Class 2 contains 25139 members 
Mstep: Class 3 contains 9216 members 
Mstep: Class 4 contains 4654 members 
Mstep: Class 5 contains 8170 members 
Mstep: Class 6 contains 173523 members 
Mstep: Class 7 contains 3131 members 
Mstep: Class 8 contains 8392 members 
Mstep: Class 9 contains 38271 members 
Mstep: Class 11 contains 121531 members 
Mstep: Class 12 contains 2315 members 
Mstep: Class 16 contains 11237 members 
Mstep: Class 17 contains 1359 members 
Mstep: Class 18 contains 77625 members 
Mstep: Class 21 contains 1947 members 
Mstep: Class 23 contains 14754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41743656.000000 Penalty: 34927.890625
Iteration 44Q: 17 clusters Score -4.174366e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 182093 members 
Mstep: Class 2 contains 24774 members 
Mstep: Class 3 contains 9269 members 
Mstep: Class 4 contains 4686 members 
Mstep: Class 5 contains 8145 members 
Mstep: Class 6 contains 173470 members 
Mstep: Class 7 contains 3225 members 
Mstep: Class 8 contains 8382 members 
Mstep: Class 9 contains 37291 members 
Mstep: Class 11 contains 122465 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 16 contains 11311 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 77299 members 
Mstep: Class 21 contains 1960 members 
Mstep: Class 23 contains 14722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41744336.000000 Penalty: 34927.890625
Iteration 45Q: 17 clusters Score -4.174434e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 182736 members 
Mstep: Class 2 contains 24371 members 
Mstep: Class 3 contains 9315 members 
Mstep: Class 4 contains 4712 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 173367 members 
Mstep: Class 7 contains 3308 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 36461 members 
Mstep: Class 11 contains 123360 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 16 contains 11381 members 
Mstep: Class 17 contains 1350 members 
Mstep: Class 18 contains 76971 members 
Mstep: Class 21 contains 1967 members 
Mstep: Class 23 contains 14703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41744612.000000 Penalty: 34927.890625
Iteration 46Q: 17 clusters Score -4.174461e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 183253 members 
Mstep: Class 2 contains 23963 members 
Mstep: Class 3 contains 9353 members 
Mstep: Class 4 contains 4749 members 
Mstep: Class 5 contains 8105 members 
Mstep: Class 6 contains 173249 members 
Mstep: Class 7 contains 3384 members 
Mstep: Class 8 contains 8374 members 
Mstep: Class 9 contains 35733 members 
Mstep: Class 11 contains 124233 members 
Mstep: Class 12 contains 2129 members 
Mstep: Class 16 contains 11444 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 76711 members 
Mstep: Class 21 contains 1983 members 
Mstep: Class 23 contains 14683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41745024.000000 Penalty: 34927.890625
Iteration 47Q: 17 clusters Score -4.174502e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 183709 members 
Mstep: Class 2 contains 23557 members 
Mstep: Class 3 contains 9377 members 
Mstep: Class 4 contains 4790 members 
Mstep: Class 5 contains 8090 members 
Mstep: Class 6 contains 173096 members 
Mstep: Class 7 contains 3448 members 
Mstep: Class 8 contains 8378 members 
Mstep: Class 9 contains 35104 members 
Mstep: Class 11 contains 125068 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 16 contains 11493 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 76493 members 
Mstep: Class 21 contains 2001 members 
Mstep: Class 23 contains 14662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41745476.000000 Penalty: 34927.890625
Iteration 48Q: 17 clusters Score -4.174548e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 184077 members 
Mstep: Class 2 contains 23153 members 
Mstep: Class 3 contains 9418 members 
Mstep: Class 4 contains 4832 members 
Mstep: Class 5 contains 8086 members 
Mstep: Class 6 contains 172929 members 
Mstep: Class 7 contains 3495 members 
Mstep: Class 8 contains 8374 members 
Mstep: Class 9 contains 34582 members 
Mstep: Class 11 contains 125901 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 16 contains 11542 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 76267 members 
Mstep: Class 21 contains 2018 members 
Mstep: Class 23 contains 14637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41745680.000000 Penalty: 34927.890625
Iteration 49Q: 17 clusters Score -4.174568e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 184447 members 
Mstep: Class 2 contains 22752 members 
Mstep: Class 3 contains 9451 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 8081 members 
Mstep: Class 6 contains 172754 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 8366 members 
Mstep: Class 9 contains 34119 members 
Mstep: Class 11 contains 126646 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 16 contains 11599 members 
Mstep: Class 17 contains 1334 members 
Mstep: Class 18 contains 76088 members 
Mstep: Class 21 contains 2033 members 
Mstep: Class 23 contains 14614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41745712.000000 Penalty: 34927.890625
Iteration 50Q: 17 clusters Score -4.174571e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 184805 members 
Mstep: Class 2 contains 22338 members 
Mstep: Class 3 contains 9488 members 
Mstep: Class 4 contains 4885 members 
Mstep: Class 5 contains 8078 members 
Mstep: Class 6 contains 172548 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 8355 members 
Mstep: Class 9 contains 33717 members 
Mstep: Class 11 contains 127393 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 16 contains 11663 members 
Mstep: Class 17 contains 1325 members 
Mstep: Class 18 contains 75900 members 
Mstep: Class 21 contains 2044 members 
Mstep: Class 23 contains 14593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41746024.000000 Penalty: 34927.890625
Iteration 51Q: 17 clusters Score -4.174602e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 185117 members 
Mstep: Class 2 contains 21987 members 
Mstep: Class 3 contains 9501 members 
Mstep: Class 4 contains 4909 members 
Mstep: Class 5 contains 8077 members 
Mstep: Class 6 contains 172364 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 8338 members 
Mstep: Class 9 contains 33387 members 
Mstep: Class 11 contains 128083 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 16 contains 11722 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 75682 members 
Mstep: Class 21 contains 2053 members 
Mstep: Class 23 contains 14580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41746380.000000 Penalty: 34927.890625
Iteration 52Q: 17 clusters Score -4.174638e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 185392 members 
Mstep: Class 2 contains 21641 members 
Mstep: Class 3 contains 9529 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 8075 members 
Mstep: Class 6 contains 172209 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 8316 members 
Mstep: Class 9 contains 33053 members 
Mstep: Class 11 contains 128779 members 
Mstep: Class 12 contains 1954 members 
Mstep: Class 16 contains 11778 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 75476 members 
Mstep: Class 21 contains 2058 members 
Mstep: Class 23 contains 14552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41746412.000000 Penalty: 34927.890625
Iteration 53Q: 17 clusters Score -4.174641e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 185627 members 
Mstep: Class 2 contains 21282 members 
Mstep: Class 3 contains 9544 members 
Mstep: Class 4 contains 4948 members 
Mstep: Class 5 contains 8068 members 
Mstep: Class 6 contains 172033 members 
Mstep: Class 7 contains 3662 members 
Mstep: Class 8 contains 8306 members 
Mstep: Class 9 contains 32782 members 
Mstep: Class 11 contains 129469 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 16 contains 11842 members 
Mstep: Class 17 contains 1314 members 
Mstep: Class 18 contains 75299 members 
Mstep: Class 21 contains 2058 members 
Mstep: Class 23 contains 14527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41746444.000000 Penalty: 34927.890625
Iteration 54Q: 17 clusters Score -4.174644e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 185811 members 
Mstep: Class 2 contains 20924 members 
Mstep: Class 3 contains 9549 members 
Mstep: Class 4 contains 4964 members 
Mstep: Class 5 contains 8064 members 
Mstep: Class 6 contains 171859 members 
Mstep: Class 7 contains 3685 members 
Mstep: Class 8 contains 8299 members 
Mstep: Class 9 contains 32553 members 
Mstep: Class 11 contains 130147 members 
Mstep: Class 12 contains 1916 members 
Mstep: Class 16 contains 11901 members 
Mstep: Class 17 contains 1302 members 
Mstep: Class 18 contains 75148 members 
Mstep: Class 21 contains 2065 members 
Mstep: Class 23 contains 14504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41746480.000000 Penalty: 34927.890625
Iteration 55Q: 17 clusters Score -4.174648e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 185966 members 
Mstep: Class 2 contains 20572 members 
Mstep: Class 3 contains 9554 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 8062 members 
Mstep: Class 6 contains 171673 members 
Mstep: Class 7 contains 3712 members 
Mstep: Class 8 contains 8294 members 
Mstep: Class 9 contains 32336 members 
Mstep: Class 11 contains 130825 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 16 contains 11962 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 74980 members 
Mstep: Class 21 contains 2078 members 
Mstep: Class 23 contains 14491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41746592.000000 Penalty: 34927.890625
Iteration 56Q: 17 clusters Score -4.174659e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 186054 members 
Mstep: Class 2 contains 20230 members 
Mstep: Class 3 contains 9549 members 
Mstep: Class 4 contains 5010 members 
Mstep: Class 5 contains 8060 members 
Mstep: Class 6 contains 171498 members 
Mstep: Class 7 contains 3727 members 
Mstep: Class 8 contains 8280 members 
Mstep: Class 9 contains 32133 members 
Mstep: Class 11 contains 131537 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 16 contains 12030 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 74841 members 
Mstep: Class 21 contains 2084 members 
Mstep: Class 23 contains 14475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41746804.000000 Penalty: 34927.890625
Iteration 57Q: 17 clusters Score -4.17468e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 186095 members 
Mstep: Class 2 contains 19894 members 
Mstep: Class 3 contains 9542 members 
Mstep: Class 4 contains 5028 members 
Mstep: Class 5 contains 8056 members 
Mstep: Class 6 contains 171337 members 
Mstep: Class 7 contains 3740 members 
Mstep: Class 8 contains 8271 members 
Mstep: Class 9 contains 31924 members 
Mstep: Class 11 contains 132282 members 
Mstep: Class 12 contains 1875 members 
Mstep: Class 16 contains 12082 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 74703 members 
Mstep: Class 21 contains 2094 members 
Mstep: Class 23 contains 14469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41746960.000000 Penalty: 34927.890625
Iteration 58Q: 17 clusters Score -4.174696e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 186128 members 
Mstep: Class 2 contains 19578 members 
Mstep: Class 3 contains 9529 members 
Mstep: Class 4 contains 5044 members 
Mstep: Class 5 contains 8059 members 
Mstep: Class 6 contains 171130 members 
Mstep: Class 7 contains 3750 members 
Mstep: Class 8 contains 8263 members 
Mstep: Class 9 contains 31740 members 
Mstep: Class 11 contains 133037 members 
Mstep: Class 12 contains 1866 members 
Mstep: Class 16 contains 12136 members 
Mstep: Class 17 contains 1302 members 
Mstep: Class 18 contains 74557 members 
Mstep: Class 21 contains 2103 members 
Mstep: Class 23 contains 14469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41746876.000000 Penalty: 34927.890625
Iteration 59Q: 17 clusters Score -4.174688e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 186161 members 
Mstep: Class 2 contains 19275 members 
Mstep: Class 3 contains 9526 members 
Mstep: Class 4 contains 5063 members 
Mstep: Class 5 contains 8060 members 
Mstep: Class 6 contains 170902 members 
Mstep: Class 7 contains 3753 members 
Mstep: Class 8 contains 8247 members 
Mstep: Class 9 contains 31570 members 
Mstep: Class 11 contains 133811 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 16 contains 12195 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 74387 members 
Mstep: Class 21 contains 2111 members 
Mstep: Class 23 contains 14467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747088.000000 Penalty: 34927.890625
Iteration 60F: 17 clusters Score -4.174709e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 186183 members 
Mstep: Class 2 contains 18947 members 
Mstep: Class 3 contains 9524 members 
Mstep: Class 4 contains 5089 members 
Mstep: Class 5 contains 8059 members 
Mstep: Class 6 contains 170683 members 
Mstep: Class 7 contains 3762 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 31437 members 
Mstep: Class 11 contains 134572 members 
Mstep: Class 12 contains 1836 members 
Mstep: Class 16 contains 12252 members 
Mstep: Class 17 contains 1306 members 
Mstep: Class 18 contains 74214 members 
Mstep: Class 21 contains 2124 members 
Mstep: Class 23 contains 14469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747064.000000 Penalty: 34927.890625
Iteration 61Q: 17 clusters Score -4.174706e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 186186 members 
Mstep: Class 2 contains 18614 members 
Mstep: Class 3 contains 9520 members 
Mstep: Class 4 contains 5120 members 
Mstep: Class 5 contains 8057 members 
Mstep: Class 6 contains 170472 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 8227 members 
Mstep: Class 9 contains 31315 members 
Mstep: Class 11 contains 135303 members 
Mstep: Class 12 contains 1821 members 
Mstep: Class 16 contains 12308 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 74046 members 
Mstep: Class 21 contains 2139 members 
Mstep: Class 23 contains 14483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41746912.000000 Penalty: 34927.890625
Iteration 62Q: 17 clusters Score -4.174691e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 186126 members 
Mstep: Class 2 contains 18289 members 
Mstep: Class 3 contains 9515 members 
Mstep: Class 4 contains 5144 members 
Mstep: Class 5 contains 8052 members 
Mstep: Class 6 contains 170302 members 
Mstep: Class 7 contains 3776 members 
Mstep: Class 8 contains 8207 members 
Mstep: Class 9 contains 31201 members 
Mstep: Class 11 contains 136041 members 
Mstep: Class 12 contains 1797 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 1311 members 
Mstep: Class 18 contains 73902 members 
Mstep: Class 21 contains 2150 members 
Mstep: Class 23 contains 14490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41746952.000000 Penalty: 34927.890625
Iteration 63Q: 17 clusters Score -4.174695e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 186060 members 
Mstep: Class 2 contains 18005 members 
Mstep: Class 3 contains 9497 members 
Mstep: Class 4 contains 5161 members 
Mstep: Class 5 contains 8048 members 
Mstep: Class 6 contains 170155 members 
Mstep: Class 7 contains 3786 members 
Mstep: Class 8 contains 8188 members 
Mstep: Class 9 contains 31077 members 
Mstep: Class 11 contains 136782 members 
Mstep: Class 12 contains 1769 members 
Mstep: Class 16 contains 12452 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 73741 members 
Mstep: Class 21 contains 2158 members 
Mstep: Class 23 contains 14505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747000.000000 Penalty: 34927.890625
Iteration 64Q: 17 clusters Score -4.1747e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 185992 members 
Mstep: Class 2 contains 17709 members 
Mstep: Class 3 contains 9472 members 
Mstep: Class 4 contains 5179 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 170018 members 
Mstep: Class 7 contains 3791 members 
Mstep: Class 8 contains 8171 members 
Mstep: Class 9 contains 30952 members 
Mstep: Class 11 contains 137509 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 16 contains 12514 members 
Mstep: Class 17 contains 1304 members 
Mstep: Class 18 contains 73602 members 
Mstep: Class 21 contains 2169 members 
Mstep: Class 23 contains 14515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747208.000000 Penalty: 34927.890625
Iteration 65Q: 17 clusters Score -4.174721e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 185930 members 
Mstep: Class 2 contains 17415 members 
Mstep: Class 3 contains 9454 members 
Mstep: Class 4 contains 5197 members 
Mstep: Class 5 contains 8038 members 
Mstep: Class 6 contains 169856 members 
Mstep: Class 7 contains 3800 members 
Mstep: Class 8 contains 8150 members 
Mstep: Class 9 contains 30828 members 
Mstep: Class 11 contains 138217 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 16 contains 12572 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 73474 members 
Mstep: Class 21 contains 2179 members 
Mstep: Class 23 contains 14526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747244.000000 Penalty: 34927.890625
Iteration 66Q: 17 clusters Score -4.174724e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 185823 members 
Mstep: Class 2 contains 17155 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 5220 members 
Mstep: Class 5 contains 8035 members 
Mstep: Class 6 contains 169714 members 
Mstep: Class 7 contains 3805 members 
Mstep: Class 8 contains 8133 members 
Mstep: Class 9 contains 30714 members 
Mstep: Class 11 contains 138887 members 
Mstep: Class 12 contains 1741 members 
Mstep: Class 16 contains 12637 members 
Mstep: Class 17 contains 1304 members 
Mstep: Class 18 contains 73354 members 
Mstep: Class 21 contains 2193 members 
Mstep: Class 23 contains 14544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747184.000000 Penalty: 34927.890625
Iteration 67Q: 17 clusters Score -4.174718e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 185681 members 
Mstep: Class 2 contains 16892 members 
Mstep: Class 3 contains 9400 members 
Mstep: Class 4 contains 5244 members 
Mstep: Class 5 contains 8033 members 
Mstep: Class 6 contains 169599 members 
Mstep: Class 7 contains 3811 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 30620 members 
Mstep: Class 11 contains 139531 members 
Mstep: Class 12 contains 1735 members 
Mstep: Class 16 contains 12709 members 
Mstep: Class 17 contains 1306 members 
Mstep: Class 18 contains 73264 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 23 contains 14545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747404.000000 Penalty: 34927.890625
Iteration 68Q: 17 clusters Score -4.17474e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 185492 members 
Mstep: Class 2 contains 16628 members 
Mstep: Class 3 contains 9366 members 
Mstep: Class 4 contains 5258 members 
Mstep: Class 5 contains 8030 members 
Mstep: Class 6 contains 169466 members 
Mstep: Class 7 contains 3817 members 
Mstep: Class 8 contains 8089 members 
Mstep: Class 9 contains 30532 members 
Mstep: Class 11 contains 140247 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 73163 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 23 contains 14554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747420.000000 Penalty: 34927.890625
Iteration 69Q: 17 clusters Score -4.174742e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 185338 members 
Mstep: Class 2 contains 16342 members 
Mstep: Class 3 contains 9342 members 
Mstep: Class 4 contains 5274 members 
Mstep: Class 5 contains 8026 members 
Mstep: Class 6 contains 169334 members 
Mstep: Class 7 contains 3818 members 
Mstep: Class 8 contains 8075 members 
Mstep: Class 9 contains 30454 members 
Mstep: Class 11 contains 140934 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 16 contains 12856 members 
Mstep: Class 17 contains 1316 members 
Mstep: Class 18 contains 73042 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 23 contains 14584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747532.000000 Penalty: 34927.890625
Iteration 70Q: 17 clusters Score -4.174753e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 185185 members 
Mstep: Class 2 contains 16057 members 
Mstep: Class 3 contains 9318 members 
Mstep: Class 4 contains 5296 members 
Mstep: Class 5 contains 8025 members 
Mstep: Class 6 contains 169214 members 
Mstep: Class 7 contains 3822 members 
Mstep: Class 8 contains 8058 members 
Mstep: Class 9 contains 30385 members 
Mstep: Class 11 contains 141599 members 
Mstep: Class 12 contains 1724 members 
Mstep: Class 16 contains 12918 members 
Mstep: Class 17 contains 1318 members 
Mstep: Class 18 contains 72937 members 
Mstep: Class 21 contains 2238 members 
Mstep: Class 23 contains 14597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747592.000000 Penalty: 34927.890625
Iteration 71Q: 17 clusters Score -4.174759e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 185021 members 
Mstep: Class 2 contains 15785 members 
Mstep: Class 3 contains 9292 members 
Mstep: Class 4 contains 5321 members 
Mstep: Class 5 contains 8023 members 
Mstep: Class 6 contains 169093 members 
Mstep: Class 7 contains 3822 members 
Mstep: Class 8 contains 8039 members 
Mstep: Class 9 contains 30310 members 
Mstep: Class 11 contains 142252 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 16 contains 12984 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 72851 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 23 contains 14610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747732.000000 Penalty: 34927.890625
Iteration 72Q: 17 clusters Score -4.174773e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 184865 members 
Mstep: Class 2 contains 15542 members 
Mstep: Class 3 contains 9264 members 
Mstep: Class 4 contains 5343 members 
Mstep: Class 5 contains 8023 members 
Mstep: Class 6 contains 168951 members 
Mstep: Class 7 contains 3823 members 
Mstep: Class 8 contains 8011 members 
Mstep: Class 9 contains 30238 members 
Mstep: Class 11 contains 142910 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 16 contains 13061 members 
Mstep: Class 17 contains 1320 members 
Mstep: Class 18 contains 72741 members 
Mstep: Class 21 contains 2254 members 
Mstep: Class 23 contains 14628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747708.000000 Penalty: 34927.890625
Iteration 73Q: 17 clusters Score -4.174771e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 184658 members 
Mstep: Class 2 contains 15307 members 
Mstep: Class 3 contains 9240 members 
Mstep: Class 4 contains 5356 members 
Mstep: Class 5 contains 8023 members 
Mstep: Class 6 contains 168820 members 
Mstep: Class 7 contains 3824 members 
Mstep: Class 8 contains 7985 members 
Mstep: Class 9 contains 30171 members 
Mstep: Class 11 contains 143598 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 16 contains 13137 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 72618 members 
Mstep: Class 21 contains 2263 members 
Mstep: Class 23 contains 14652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747820.000000 Penalty: 34927.890625
Iteration 74Q: 17 clusters Score -4.174782e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 184420 members 
Mstep: Class 2 contains 15079 members 
Mstep: Class 3 contains 9216 members 
Mstep: Class 4 contains 5371 members 
Mstep: Class 5 contains 8021 members 
Mstep: Class 6 contains 168719 members 
Mstep: Class 7 contains 3831 members 
Mstep: Class 8 contains 7955 members 
Mstep: Class 9 contains 30104 members 
Mstep: Class 11 contains 144264 members 
Mstep: Class 12 contains 1714 members 
Mstep: Class 16 contains 13212 members 
Mstep: Class 17 contains 1321 members 
Mstep: Class 18 contains 72542 members 
Mstep: Class 21 contains 2266 members 
Mstep: Class 23 contains 14656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747956.000000 Penalty: 34927.890625
Iteration 75Q: 17 clusters Score -4.174796e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 184179 members 
Mstep: Class 2 contains 14858 members 
Mstep: Class 3 contains 9194 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 8016 members 
Mstep: Class 6 contains 168606 members 
Mstep: Class 7 contains 3836 members 
Mstep: Class 8 contains 7919 members 
Mstep: Class 9 contains 30040 members 
Mstep: Class 11 contains 144917 members 
Mstep: Class 12 contains 1711 members 
Mstep: Class 16 contains 13298 members 
Mstep: Class 17 contains 1324 members 
Mstep: Class 18 contains 72479 members 
Mstep: Class 21 contains 2265 members 
Mstep: Class 23 contains 14660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747988.000000 Penalty: 34927.890625
Iteration 76Q: 17 clusters Score -4.174799e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 183949 members 
Mstep: Class 2 contains 14647 members 
Mstep: Class 3 contains 9181 members 
Mstep: Class 4 contains 5398 members 
Mstep: Class 5 contains 8014 members 
Mstep: Class 6 contains 168478 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 7878 members 
Mstep: Class 9 contains 29985 members 
Mstep: Class 11 contains 145569 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 16 contains 13372 members 
Mstep: Class 17 contains 1325 members 
Mstep: Class 18 contains 72413 members 
Mstep: Class 21 contains 2271 members 
Mstep: Class 23 contains 14660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41748040.000000 Penalty: 34927.890625
Iteration 77Q: 17 clusters Score -4.174804e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 183745 members 
Mstep: Class 2 contains 14409 members 
Mstep: Class 3 contains 9174 members 
Mstep: Class 4 contains 5402 members 
Mstep: Class 5 contains 8011 members 
Mstep: Class 6 contains 168383 members 
Mstep: Class 7 contains 3841 members 
Mstep: Class 8 contains 7841 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 11 contains 146191 members 
Mstep: Class 12 contains 1710 members 
Mstep: Class 16 contains 13461 members 
Mstep: Class 17 contains 1324 members 
Mstep: Class 18 contains 72324 members 
Mstep: Class 21 contains 2278 members 
Mstep: Class 23 contains 14655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41748136.000000 Penalty: 34927.890625
Iteration 78Q: 17 clusters Score -4.174814e+07 nChanged 1007
Entering ConstructFrom: 
Score: -41748136.000000 Penalty: 34927.890625
Entering ConstructFrom: 
Trying to split cluster 1 (183532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183532 members 
Entering Unmasked Estep 
Score: -11530012.000000 Penalty: 1969.523438
	Iteration 0F: 2 clusters Score -1.153001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91874 members 
Mstep: Class 2 contains 91658 members 
Entering Unmasked Estep 
Score: -11406968.000000 Penalty: 3939.046875
	Iteration 0F: 3 clusters Score -1.140697e+07 nChanged 88497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91363 members 
Mstep: Class 2 contains 92169 members 
Entering Unmasked Estep 
Score: -11459101.000000 Penalty: 3939.046875
	Iteration 1F: 3 clusters Score -1.14591e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91370 members 
Mstep: Class 2 contains 92162 members 
Entering Unmasked Estep 
Score: -11460282.000000 Penalty: 3939.046875
	Iteration 2Q: 3 clusters Score -1.146028e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91475 members 
Mstep: Class 2 contains 92057 members 
Entering Unmasked Estep 
Score: -11461786.000000 Penalty: 3939.046875
	Iteration 3Q: 3 clusters Score -1.146179e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91692 members 
Mstep: Class 2 contains 91840 members 
Entering Unmasked Estep 
Score: -11464053.000000 Penalty: 3939.046875
	Iteration 4Q: 3 clusters Score -1.146405e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92159 members 
Mstep: Class 2 contains 91373 members 
Entering Unmasked Estep 
Score: -11467878.000000 Penalty: 3939.046875
	Iteration 5Q: 3 clusters Score -1.146788e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 90566 members 
Entering Unmasked Estep 
Score: -11473934.000000 Penalty: 3939.046875
	Iteration 6F: 3 clusters Score -1.147393e+07 nChanged 11319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93673 members 
Mstep: Class 2 contains 89859 members 
Entering Unmasked Estep 
Score: -11482503.000000 Penalty: 3939.046875
	Iteration 7F: 3 clusters Score -1.14825e+07 nChanged 12204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93909 members 
Mstep: Class 2 contains 89623 members 
Entering Unmasked Estep 
Score: -11491551.000000 Penalty: 3939.046875
	Iteration 8F: 3 clusters Score -1.149155e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93607 members 
Mstep: Class 2 contains 89925 members 
Entering Unmasked Estep 
Score: -11497586.000000 Penalty: 3939.046875
	Iteration 9F: 3 clusters Score -1.149759e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93056 members 
Mstep: Class 2 contains 90476 members 
Entering Unmasked Estep 
Score: -11500444.000000 Penalty: 3939.046875
	Iteration 10Q: 3 clusters Score -1.150044e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92420 members 
Mstep: Class 2 contains 91112 members 
Entering Unmasked Estep 
Score: -11501490.000000 Penalty: 3939.046875
	Iteration 11Q: 3 clusters Score -1.150149e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91798 members 
Mstep: Class 2 contains 91734 members 
Entering Unmasked Estep 
Score: -11502098.000000 Penalty: 3939.046875
	Iteration 12Q: 3 clusters Score -1.15021e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91078 members 
Mstep: Class 2 contains 92454 members 
Entering Unmasked Estep 
Score: -11502709.000000 Penalty: 3939.046875
	Iteration 13Q: 3 clusters Score -1.150271e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90376 members 
Mstep: Class 2 contains 93156 members 
Entering Unmasked Estep 
Score: -11503281.000000 Penalty: 3939.046875
	Iteration 14Q: 3 clusters Score -1.150328e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89582 members 
Mstep: Class 2 contains 93950 members 
Entering Unmasked Estep 
Score: -11503901.000000 Penalty: 3939.046875
	Iteration 15Q: 3 clusters Score -1.15039e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88710 members 
Mstep: Class 2 contains 94822 members 
Entering Unmasked Estep 
Score: -11504528.000000 Penalty: 3939.046875
	Iteration 16Q: 3 clusters Score -1.150453e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87885 members 
Mstep: Class 2 contains 95647 members 
Entering Unmasked Estep 
Score: -11505036.000000 Penalty: 3939.046875
	Iteration 17Q: 3 clusters Score -1.150504e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87044 members 
Mstep: Class 2 contains 96488 members 
Entering Unmasked Estep 
Score: -11505506.000000 Penalty: 3939.046875
	Iteration 18Q: 3 clusters Score -1.150551e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86320 members 
Mstep: Class 2 contains 97212 members 
Entering Unmasked Estep 
Score: -11505969.000000 Penalty: 3939.046875
	Iteration 19Q: 3 clusters Score -1.150597e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85659 members 
Mstep: Class 2 contains 97873 members 
Entering Unmasked Estep 
Score: -11506400.000000 Penalty: 3939.046875
	Iteration 20F: 3 clusters Score -1.15064e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85046 members 
Mstep: Class 2 contains 98486 members 
Entering Unmasked Estep 
Score: -11506838.000000 Penalty: 3939.046875
	Iteration 21Q: 3 clusters Score -1.150684e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84399 members 
Mstep: Class 2 contains 99133 members 
Entering Unmasked Estep 
Score: -11507250.000000 Penalty: 3939.046875
	Iteration 22Q: 3 clusters Score -1.150725e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83798 members 
Mstep: Class 2 contains 99734 members 
Entering Unmasked Estep 
Score: -11507567.000000 Penalty: 3939.046875
	Iteration 23Q: 3 clusters Score -1.150757e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83197 members 
Mstep: Class 2 contains 100335 members 
Entering Unmasked Estep 
Score: -11507824.000000 Penalty: 3939.046875
	Iteration 24Q: 3 clusters Score -1.150782e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82618 members 
Mstep: Class 2 contains 100914 members 
Entering Unmasked Estep 
Score: -11508102.000000 Penalty: 3939.046875
	Iteration 25Q: 3 clusters Score -1.15081e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 101521 members 
Entering Unmasked Estep 
Score: -11508400.000000 Penalty: 3939.046875
	Iteration 26Q: 3 clusters Score -1.15084e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81406 members 
Mstep: Class 2 contains 102126 members 
Entering Unmasked Estep 
Score: -11508678.000000 Penalty: 3939.046875
	Iteration 27Q: 3 clusters Score -1.150868e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 102646 members 
Entering Unmasked Estep 
Score: -11508958.000000 Penalty: 3939.046875
	Iteration 28Q: 3 clusters Score -1.150896e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80364 members 
Mstep: Class 2 contains 103168 members 
Entering Unmasked Estep 
Score: -11509193.000000 Penalty: 3939.046875
	Iteration 29Q: 3 clusters Score -1.150919e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79864 members 
Mstep: Class 2 contains 103668 members 
Entering Unmasked Estep 
Score: -11509410.000000 Penalty: 3939.046875
	Iteration 30Q: 3 clusters Score -1.150941e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79406 members 
Mstep: Class 2 contains 104126 members 
Entering Unmasked Estep 
Score: -11509511.000000 Penalty: 3939.046875
	Iteration 31Q: 3 clusters Score -1.150951e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78939 members 
Mstep: Class 2 contains 104593 members 
Entering Unmasked Estep 
Score: -11509627.000000 Penalty: 3939.046875
	Iteration 32Q: 3 clusters Score -1.150963e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78465 members 
Mstep: Class 2 contains 105067 members 
Entering Unmasked Estep 
Score: -11509682.000000 Penalty: 3939.046875
	Iteration 33Q: 3 clusters Score -1.150968e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 105530 members 
Entering Unmasked Estep 
Score: -11509818.000000 Penalty: 3939.046875
	Iteration 34Q: 3 clusters Score -1.150982e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77574 members 
Mstep: Class 2 contains 105958 members 
Entering Unmasked Estep 
Score: -11509933.000000 Penalty: 3939.046875
	Iteration 35Q: 3 clusters Score -1.150993e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77078 members 
Mstep: Class 2 contains 106454 members 
Entering Unmasked Estep 
Score: -11510080.000000 Penalty: 3939.046875
	Iteration 36Q: 3 clusters Score -1.151008e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76574 members 
Mstep: Class 2 contains 106958 members 
Entering Unmasked Estep 
Score: -11510211.000000 Penalty: 3939.046875
	Iteration 37Q: 3 clusters Score -1.151021e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 107400 members 
Entering Unmasked Estep 
Score: -11510347.000000 Penalty: 3939.046875
	Iteration 38Q: 3 clusters Score -1.151035e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75660 members 
Mstep: Class 2 contains 107872 members 
Entering Unmasked Estep 
Score: -11510458.000000 Penalty: 3939.046875
	Iteration 39Q: 3 clusters Score -1.151046e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75159 members 
Mstep: Class 2 contains 108373 members 
Entering Unmasked Estep 
Score: -11510533.000000 Penalty: 3939.046875
	Iteration 40F: 3 clusters Score -1.151053e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74645 members 
Mstep: Class 2 contains 108887 members 
Entering Unmasked Estep 
Score: -11510651.000000 Penalty: 3939.046875
	Iteration 41Q: 3 clusters Score -1.151065e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Mstep: Class 2 contains 109451 members 
Entering Unmasked Estep 
Score: -11510729.000000 Penalty: 3939.046875
	Iteration 42Q: 3 clusters Score -1.151073e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73556 members 
Mstep: Class 2 contains 109976 members 
Entering Unmasked Estep 
Score: -11510814.000000 Penalty: 3939.046875
	Iteration 43Q: 3 clusters Score -1.151081e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72971 members 
Mstep: Class 2 contains 110561 members 
Entering Unmasked Estep 
Score: -11510852.000000 Penalty: 3939.046875
	Iteration 44Q: 3 clusters Score -1.151085e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72343 members 
Mstep: Class 2 contains 111189 members 
Entering Unmasked Estep 
Score: -11510907.000000 Penalty: 3939.046875
	Iteration 45Q: 3 clusters Score -1.151091e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71738 members 
Mstep: Class 2 contains 111794 members 
Entering Unmasked Estep 
Score: -11510951.000000 Penalty: 3939.046875
	Iteration 46Q: 3 clusters Score -1.151095e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71088 members 
Mstep: Class 2 contains 112444 members 
Entering Unmasked Estep 
Score: -11511029.000000 Penalty: 3939.046875
	Iteration 47Q: 3 clusters Score -1.151103e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70410 members 
Mstep: Class 2 contains 113122 members 
Entering Unmasked Estep 
Score: -11511079.000000 Penalty: 3939.046875
	Iteration 48Q: 3 clusters Score -1.151108e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69695 members 
Mstep: Class 2 contains 113837 members 
Entering Unmasked Estep 
Score: -11511215.000000 Penalty: 3939.046875
	Iteration 49Q: 3 clusters Score -1.151122e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68941 members 
Mstep: Class 2 contains 114591 members 
Entering Unmasked Estep 
Score: -11511253.000000 Penalty: 3939.046875
	Iteration 50Q: 3 clusters Score -1.151125e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68170 members 
Mstep: Class 2 contains 115362 members 
Entering Unmasked Estep 
Score: -11511351.000000 Penalty: 3939.046875
	Iteration 51Q: 3 clusters Score -1.151135e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67413 members 
Mstep: Class 2 contains 116119 members 
Entering Unmasked Estep 
Score: -11511430.000000 Penalty: 3939.046875
	Iteration 52Q: 3 clusters Score -1.151143e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 116899 members 
Entering Unmasked Estep 
Score: -11511481.000000 Penalty: 3939.046875
	Iteration 53Q: 3 clusters Score -1.151148e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65836 members 
Mstep: Class 2 contains 117696 members 
Entering Unmasked Estep 
Score: -11511563.000000 Penalty: 3939.046875
	Iteration 54Q: 3 clusters Score -1.151156e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65022 members 
Mstep: Class 2 contains 118510 members 
Entering Unmasked Estep 
Score: -11511608.000000 Penalty: 3939.046875
	Iteration 55Q: 3 clusters Score -1.151161e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 119373 members 
Entering Unmasked Estep 
Score: -11511648.000000 Penalty: 3939.046875
	Iteration 56Q: 3 clusters Score -1.151165e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 120258 members 
Entering Unmasked Estep 
Score: -11511769.000000 Penalty: 3939.046875
	Iteration 57Q: 3 clusters Score -1.151177e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62344 members 
Mstep: Class 2 contains 121188 members 
Entering Unmasked Estep 
Score: -11511774.000000 Penalty: 3939.046875
	Iteration 58Q: 3 clusters Score -1.151177e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 122143 members 
Entering Unmasked Estep 
Score: -11511896.000000 Penalty: 3939.046875
	Iteration 59Q: 3 clusters Score -1.15119e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 123125 members 
Entering Unmasked Estep 
Score: -11511978.000000 Penalty: 3939.046875
	Iteration 60F: 3 clusters Score -1.151198e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 124132 members 
Entering Unmasked Estep 
Score: -11512092.000000 Penalty: 3939.046875
	Iteration 61Q: 3 clusters Score -1.151209e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58291 members 
Mstep: Class 2 contains 125241 members 
Entering Unmasked Estep 
Score: -11512192.000000 Penalty: 3939.046875
	Iteration 62Q: 3 clusters Score -1.151219e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 126326 members 
Entering Unmasked Estep 
Score: -11512301.000000 Penalty: 3939.046875
	Iteration 63Q: 3 clusters Score -1.15123e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 127441 members 
Entering Unmasked Estep 
Score: -11512461.000000 Penalty: 3939.046875
	Iteration 64Q: 3 clusters Score -1.151246e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 128639 members 
Entering Unmasked Estep 
Score: -11512584.000000 Penalty: 3939.046875
	Iteration 65Q: 3 clusters Score -1.151258e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 129841 members 
Entering Unmasked Estep 
Score: -11512825.000000 Penalty: 3939.046875
	Iteration 66Q: 3 clusters Score -1.151282e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 131097 members 
Entering Unmasked Estep 
Score: -11513056.000000 Penalty: 3939.046875
	Iteration 67Q: 3 clusters Score -1.151306e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 132410 members 
Entering Unmasked Estep 
Score: -11513230.000000 Penalty: 3939.046875
	Iteration 68Q: 3 clusters Score -1.151323e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 133788 members 
Entering Unmasked Estep 
Score: -11513407.000000 Penalty: 3939.046875
	Iteration 69Q: 3 clusters Score -1.151341e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 135193 members 
Entering Unmasked Estep 
Score: -11513594.000000 Penalty: 3939.046875
	Iteration 70Q: 3 clusters Score -1.151359e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 136631 members 
Entering Unmasked Estep 
Score: -11513801.000000 Penalty: 3939.046875
	Iteration 71Q: 3 clusters Score -1.15138e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 138117 members 
Entering Unmasked Estep 
Score: -11514049.000000 Penalty: 3939.046875
	Iteration 72Q: 3 clusters Score -1.151405e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 139665 members 
Entering Unmasked Estep 
Score: -11514303.000000 Penalty: 3939.046875
	Iteration 73Q: 3 clusters Score -1.15143e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 141220 members 
Entering Unmasked Estep 
Score: -11514612.000000 Penalty: 3939.046875
	Iteration 74Q: 3 clusters Score -1.151461e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 142801 members 
Entering Unmasked Estep 
Score: -11514941.000000 Penalty: 3939.046875
	Iteration 75Q: 3 clusters Score -1.151494e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 144439 members 
Entering Unmasked Estep 
Score: -11515300.000000 Penalty: 3939.046875
	Iteration 76Q: 3 clusters Score -1.15153e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 146172 members 
Entering Unmasked Estep 
Score: -11515567.000000 Penalty: 3939.046875
	Iteration 77Q: 3 clusters Score -1.151557e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 147927 members 
Entering Unmasked Estep 
Score: -11515910.000000 Penalty: 3939.046875
	Iteration 78Q: 3 clusters Score -1.151591e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 149737 members 
Entering Unmasked Estep 
Score: -11516358.000000 Penalty: 3939.046875
	Iteration 79Q: 3 clusters Score -1.151636e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 151502 members 
Entering Unmasked Estep 
Score: -11516751.000000 Penalty: 3939.046875
	Iteration 80F: 3 clusters Score -1.151675e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 153338 members 
Entering Unmasked Estep 
Score: -11517224.000000 Penalty: 3939.046875
	Iteration 81Q: 3 clusters Score -1.151722e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 155185 members 
Entering Unmasked Estep 
Score: -11517694.000000 Penalty: 3939.046875
	Iteration 82Q: 3 clusters Score -1.151769e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 156980 members 
Entering Unmasked Estep 
Score: -11518091.000000 Penalty: 3939.046875
	Iteration 83Q: 3 clusters Score -1.151809e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 158754 members 
Entering Unmasked Estep 
Score: -11518541.000000 Penalty: 3939.046875
	Iteration 84Q: 3 clusters Score -1.151854e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 160534 members 
Entering Unmasked Estep 
Score: -11519072.000000 Penalty: 3939.046875
	Iteration 85Q: 3 clusters Score -1.151907e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 162311 members 
Entering Unmasked Estep 
Score: -11519584.000000 Penalty: 3939.046875
	Iteration 86Q: 3 clusters Score -1.151958e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 164099 members 
Entering Unmasked Estep 
Score: -11520184.000000 Penalty: 3939.046875
	Iteration 87Q: 3 clusters Score -1.152018e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 165871 members 
Entering Unmasked Estep 
Score: -11520722.000000 Penalty: 3939.046875
	Iteration 88Q: 3 clusters Score -1.152072e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 167644 members 
Entering Unmasked Estep 
Score: -11521400.000000 Penalty: 3939.046875
	Iteration 89Q: 3 clusters Score -1.15214e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 169421 members 
Entering Unmasked Estep 
Score: -11522067.000000 Penalty: 3939.046875
	Iteration 90Q: 3 clusters Score -1.152207e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 171093 members 
Entering Unmasked Estep 
Score: -11522746.000000 Penalty: 3939.046875
	Iteration 91Q: 3 clusters Score -1.152275e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 172693 members 
Entering Unmasked Estep 
Score: -11523456.000000 Penalty: 3939.046875
	Iteration 92Q: 3 clusters Score -1.152346e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 174216 members 
Entering Unmasked Estep 
Score: -11524170.000000 Penalty: 3939.046875
	Iteration 93Q: 3 clusters Score -1.152417e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 175663 members 
Entering Unmasked Estep 
Score: -11524782.000000 Penalty: 3939.046875
	Iteration 94Q: 3 clusters Score -1.152478e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 176945 members 
Entering Unmasked Estep 
Score: -11525479.000000 Penalty: 3939.046875
	Iteration 95Q: 3 clusters Score -1.152548e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 178103 members 
Entering Unmasked Estep 
Score: -11526030.000000 Penalty: 3939.046875
	Iteration 96Q: 3 clusters Score -1.152603e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 179040 members 
Entering Unmasked Estep 
Score: -11526597.000000 Penalty: 3939.046875
	Iteration 97Q: 3 clusters Score -1.15266e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 179833 members 
Entering Unmasked Estep 
Score: -11527123.000000 Penalty: 3939.046875
	Iteration 98Q: 3 clusters Score -1.152712e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 180426 members 
Entering Unmasked Estep 
Score: -11527454.000000 Penalty: 3939.046875
	Iteration 99Q: 3 clusters Score -1.152745e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 180880 members 
Entering Unmasked Estep 
Score: -11527767.000000 Penalty: 3939.046875
	Iteration 100F: 3 clusters Score -1.152777e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 181208 members 
Entering Unmasked Estep 
Score: -11527985.000000 Penalty: 3939.046875
	Iteration 101Q: 3 clusters Score -1.152798e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 181445 members 
Entering Unmasked Estep 
Score: -11528153.000000 Penalty: 3939.046875
	Iteration 102Q: 3 clusters Score -1.152815e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 181628 members 
Entering Unmasked Estep 
Score: -11528248.000000 Penalty: 3939.046875
	Iteration 103Q: 3 clusters Score -1.152825e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 181760 members 
Entering Unmasked Estep 
Score: -11528305.000000 Penalty: 3939.046875
	Iteration 104Q: 3 clusters Score -1.15283e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 181855 members 
Entering Unmasked Estep 
Score: -11528382.000000 Penalty: 3939.046875
	Iteration 105Q: 3 clusters Score -1.152838e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 181930 members 
Entering Unmasked Estep 
Score: -11528368.000000 Penalty: 3939.046875
	Iteration 106Q: 3 clusters Score -1.152837e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 181992 members 
Entering Unmasked Estep 
Score: -11528417.000000 Penalty: 3939.046875
	Iteration 107Q: 3 clusters Score -1.152842e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 182035 members 
Entering Unmasked Estep 
Score: -11528456.000000 Penalty: 3939.046875
	Iteration 108Q: 3 clusters Score -1.152846e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 182065 members 
Entering Unmasked Estep 
Score: -11528477.000000 Penalty: 3939.046875
	Iteration 109Q: 3 clusters Score -1.152848e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 182096 members 
Entering Unmasked Estep 
Score: -11528483.000000 Penalty: 3939.046875
	Iteration 110Q: 3 clusters Score -1.152848e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 182118 members 
Entering Unmasked Estep 
Score: -11528488.000000 Penalty: 3939.046875
	Iteration 111Q: 3 clusters Score -1.152849e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 182134 members 
Entering Unmasked Estep 
Score: -11528501.000000 Penalty: 3939.046875
	Iteration 112Q: 3 clusters Score -1.15285e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 182157 members 
Entering Unmasked Estep 
Score: -11528506.000000 Penalty: 3939.046875
	Iteration 113Q: 3 clusters Score -1.152851e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 182178 members 
Entering Unmasked Estep 
Score: -11528511.000000 Penalty: 3939.046875
	Iteration 114Q: 3 clusters Score -1.152851e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 182194 members 
Entering Unmasked Estep 
Score: -11528502.000000 Penalty: 3939.046875
	Iteration 115Q: 3 clusters Score -1.15285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 182205 members 
Entering Unmasked Estep 
Score: -11528497.000000 Penalty: 3939.046875
	Iteration 116Q: 3 clusters Score -1.15285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 182214 members 
Entering Unmasked Estep 
Score: -11528508.000000 Penalty: 3939.046875
	Iteration 117Q: 3 clusters Score -1.152851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 182219 members 
Entering Unmasked Estep 
Score: -11528519.000000 Penalty: 3939.046875
	Iteration 118Q: 3 clusters Score -1.152852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 182222 members 
Entering Unmasked Estep 
Score: -11528514.000000 Penalty: 3939.046875
	Iteration 119Q: 3 clusters Score -1.152851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 182227 members 
Entering Unmasked Estep 
Score: -11528519.000000 Penalty: 3939.046875
	Iteration 120F: 3 clusters Score -1.152852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 182232 members 
Entering Unmasked Estep 
Score: -11528516.000000 Penalty: 3939.046875
	Iteration 121Q: 3 clusters Score -1.152852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 182237 members 
Entering Unmasked Estep 
Score: -11528511.000000 Penalty: 3939.046875
	Iteration 122Q: 3 clusters Score -1.152851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 182242 members 
Entering Unmasked Estep 
Score: -11528513.000000 Penalty: 3939.046875
	Iteration 123Q: 3 clusters Score -1.152851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 182245 members 
Entering Unmasked Estep 
Score: -11528510.000000 Penalty: 3939.046875
	Iteration 124Q: 3 clusters Score -1.152851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 182247 members 
Entering Unmasked Estep 
Score: -11528519.000000 Penalty: 3939.046875
	Iteration 125Q: 3 clusters Score -1.152852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 182251 members 
Entering Unmasked Estep 
Score: -11528519.000000 Penalty: 3939.046875
	Iteration 126Q: 3 clusters Score -1.152852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 182256 members 
Entering Unmasked Estep 
Score: -11528529.000000 Penalty: 3939.046875
	Iteration 127Q: 3 clusters Score -1.152853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 182259 members 
Entering Unmasked Estep 
Score: -11528527.000000 Penalty: 3939.046875
	Iteration 128Q: 3 clusters Score -1.152853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 182263 members 
Entering Unmasked Estep 
Score: -11528520.000000 Penalty: 3939.046875
	Iteration 129Q: 3 clusters Score -1.152852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 182266 members 
Entering Unmasked Estep 
Score: -11528523.000000 Penalty: 3939.046875
	Iteration 130Q: 3 clusters Score -1.152852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 182266 members 
Entering Unmasked Estep 
Score: -11528523.000000 Penalty: 3939.046875
	Iteration 131F: 3 clusters Score -1.152852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Entering Unmasked Estep 
Score: -886760.687500 Penalty: 1553.318481
	Iteration 0F: 2 clusters Score -886760.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -876943.250000 Penalty: 3106.636963
	Iteration 0F: 3 clusters Score -876943.2 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -880312.437500 Penalty: 3106.636963
	Iteration 1F: 3 clusters Score -880312.4 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -880559.125000 Penalty: 3106.636963
	Iteration 2Q: 3 clusters Score -880559.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -880805.125000 Penalty: 3106.636963
	Iteration 3Q: 3 clusters Score -880805.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -881070.312500 Penalty: 3106.636963
	Iteration 4Q: 3 clusters Score -881070.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -881417.000000 Penalty: 3106.636963
	Iteration 5Q: 3 clusters Score -881417 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -881879.750000 Penalty: 3106.636963
	Iteration 6F: 3 clusters Score -881879.8 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -882504.187500 Penalty: 3106.636963
	Iteration 7F: 3 clusters Score -882504.2 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -883367.500000 Penalty: 3106.636963
	Iteration 8F: 3 clusters Score -883367.5 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -884292.500000 Penalty: 3106.636963
	Iteration 9F: 3 clusters Score -884292.5 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -884969.750000 Penalty: 3106.636963
	Iteration 10F: 3 clusters Score -884969.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -885282.562500 Penalty: 3106.636963
	Iteration 11Q: 3 clusters Score -885282.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -885405.062500 Penalty: 3106.636963
	Iteration 12Q: 3 clusters Score -885405.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -885458.437500 Penalty: 3106.636963
	Iteration 13Q: 3 clusters Score -885458.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -885485.812500 Penalty: 3106.636963
	Iteration 14Q: 3 clusters Score -885485.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -885508.062500 Penalty: 3106.636963
	Iteration 15Q: 3 clusters Score -885508.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -885523.562500 Penalty: 3106.636963
	Iteration 16Q: 3 clusters Score -885523.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -885532.250000 Penalty: 3106.636963
	Iteration 17Q: 3 clusters Score -885532.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -885538.000000 Penalty: 3106.636963
	Iteration 18Q: 3 clusters Score -885538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -885541.250000 Penalty: 3106.636963
	Iteration 19Q: 3 clusters Score -885541.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -885551.125000 Penalty: 3106.636963
	Iteration 20F: 3 clusters Score -885551.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -885557.312500 Penalty: 3106.636963
	Iteration 21Q: 3 clusters Score -885557.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -885561.875000 Penalty: 3106.636963
	Iteration 22Q: 3 clusters Score -885561.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -885570.187500 Penalty: 3106.636963
	Iteration 23Q: 3 clusters Score -885570.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -885577.250000 Penalty: 3106.636963
	Iteration 24Q: 3 clusters Score -885577.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -885584.937500 Penalty: 3106.636963
	Iteration 25Q: 3 clusters Score -885584.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -885594.812500 Penalty: 3106.636963
	Iteration 26Q: 3 clusters Score -885594.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -885603.500000 Penalty: 3106.636963
	Iteration 27Q: 3 clusters Score -885603.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -885613.812500 Penalty: 3106.636963
	Iteration 28Q: 3 clusters Score -885613.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -885620.187500 Penalty: 3106.636963
	Iteration 29Q: 3 clusters Score -885620.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -885629.000000 Penalty: 3106.636963
	Iteration 30Q: 3 clusters Score -885629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -885631.062500 Penalty: 3106.636963
	Iteration 31Q: 3 clusters Score -885631.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -885637.750000 Penalty: 3106.636963
	Iteration 32Q: 3 clusters Score -885637.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -885642.500000 Penalty: 3106.636963
	Iteration 33Q: 3 clusters Score -885642.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -885647.625000 Penalty: 3106.636963
	Iteration 34Q: 3 clusters Score -885647.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -885651.125000 Penalty: 3106.636963
	Iteration 35Q: 3 clusters Score -885651.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -885657.625000 Penalty: 3106.636963
	Iteration 36Q: 3 clusters Score -885657.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -885660.187500 Penalty: 3106.636963
	Iteration 37Q: 3 clusters Score -885660.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -885664.312500 Penalty: 3106.636963
	Iteration 38Q: 3 clusters Score -885664.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -885664.812500 Penalty: 3106.636963
	Iteration 39Q: 3 clusters Score -885664.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -885665.500000 Penalty: 3106.636963
	Iteration 40F: 3 clusters Score -885665.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -885670.062500 Penalty: 3106.636963
	Iteration 41Q: 3 clusters Score -885670.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -885670.812500 Penalty: 3106.636963
	Iteration 42Q: 3 clusters Score -885670.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -885670.125000 Penalty: 3106.636963
	Iteration 43Q: 3 clusters Score -885670.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -885670.750000 Penalty: 3106.636963
	Iteration 44Q: 3 clusters Score -885670.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -885671.937500 Penalty: 3106.636963
	Iteration 45Q: 3 clusters Score -885671.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -885671.125000 Penalty: 3106.636963
	Iteration 46Q: 3 clusters Score -885671.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -885672.750000 Penalty: 3106.636963
	Iteration 47Q: 3 clusters Score -885672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -885672.125000 Penalty: 3106.636963
	Iteration 48Q: 3 clusters Score -885672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -885672.312500 Penalty: 3106.636963
	Iteration 49Q: 3 clusters Score -885672.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -885672.687500 Penalty: 3106.636963
	Iteration 50Q: 3 clusters Score -885672.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -885673.125000 Penalty: 3106.636963
	Iteration 51Q: 3 clusters Score -885673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -885674.625000 Penalty: 3106.636963
	Iteration 52Q: 3 clusters Score -885674.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -885674.625000 Penalty: 3106.636963
	Iteration 53F: 3 clusters Score -885674.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Entering Unmasked Estep 
Score: -601899.250000 Penalty: 1482.387207
	Iteration 0F: 2 clusters Score -601899.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -595217.937500 Penalty: 2964.774414
	Iteration 0F: 3 clusters Score -595217.9 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -597255.750000 Penalty: 2964.774414
	Iteration 1F: 3 clusters Score -597255.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -597503.375000 Penalty: 2964.774414
	Iteration 2F: 3 clusters Score -597503.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -597684.437500 Penalty: 2964.774414
	Iteration 3Q: 3 clusters Score -597684.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -597840.875000 Penalty: 2964.774414
	Iteration 4Q: 3 clusters Score -597840.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -598028.562500 Penalty: 2964.774414
	Iteration 5Q: 3 clusters Score -598028.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -598257.437500 Penalty: 2964.774414
	Iteration 6Q: 3 clusters Score -598257.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -598551.875000 Penalty: 2964.774414
	Iteration 7F: 3 clusters Score -598551.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -598903.812500 Penalty: 2964.774414
	Iteration 8F: 3 clusters Score -598903.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -599297.375000 Penalty: 2964.774414
	Iteration 9F: 3 clusters Score -599297.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -599638.812500 Penalty: 2964.774414
	Iteration 10Q: 3 clusters Score -599638.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -599927.812500 Penalty: 2964.774414
	Iteration 11Q: 3 clusters Score -599927.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -600131.937500 Penalty: 2964.774414
	Iteration 12Q: 3 clusters Score -600131.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -600265.812500 Penalty: 2964.774414
	Iteration 13Q: 3 clusters Score -600265.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -600369.750000 Penalty: 2964.774414
	Iteration 14Q: 3 clusters Score -600369.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -600446.375000 Penalty: 2964.774414
	Iteration 15Q: 3 clusters Score -600446.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -600492.125000 Penalty: 2964.774414
	Iteration 16Q: 3 clusters Score -600492.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -600534.000000 Penalty: 2964.774414
	Iteration 17Q: 3 clusters Score -600534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -600557.687500 Penalty: 2964.774414
	Iteration 18Q: 3 clusters Score -600557.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -600574.812500 Penalty: 2964.774414
	Iteration 19Q: 3 clusters Score -600574.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -600589.062500 Penalty: 2964.774414
	Iteration 20F: 3 clusters Score -600589.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -600595.312500 Penalty: 2964.774414
	Iteration 21Q: 3 clusters Score -600595.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -600601.937500 Penalty: 2964.774414
	Iteration 22Q: 3 clusters Score -600601.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -600606.312500 Penalty: 2964.774414
	Iteration 23Q: 3 clusters Score -600606.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -600608.312500 Penalty: 2964.774414
	Iteration 24Q: 3 clusters Score -600608.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -600611.812500 Penalty: 2964.774414
	Iteration 25Q: 3 clusters Score -600611.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -600622.062500 Penalty: 2964.774414
	Iteration 26Q: 3 clusters Score -600622.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -600625.812500 Penalty: 2964.774414
	Iteration 27Q: 3 clusters Score -600625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -600626.625000 Penalty: 2964.774414
	Iteration 28Q: 3 clusters Score -600626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -600629.375000 Penalty: 2964.774414
	Iteration 29Q: 3 clusters Score -600629.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -600628.750000 Penalty: 2964.774414
	Iteration 30Q: 3 clusters Score -600628.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -600628.750000 Penalty: 2964.774414
	Iteration 31F: 3 clusters Score -600628.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Entering Unmasked Estep 
Score: -348282.468750 Penalty: 1396.730469
	Iteration 0F: 2 clusters Score -348282.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -344028.000000 Penalty: 2793.460938
	Iteration 0F: 3 clusters Score -344028 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -345136.187500 Penalty: 2793.460938
	Iteration 1F: 3 clusters Score -345136.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -345325.812500 Penalty: 2793.460938
	Iteration 2F: 3 clusters Score -345325.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -345502.187500 Penalty: 2793.460938
	Iteration 3F: 3 clusters Score -345502.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -345679.125000 Penalty: 2793.460938
	Iteration 4Q: 3 clusters Score -345679.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -345868.156250 Penalty: 2793.460938
	Iteration 5F: 3 clusters Score -345868.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -346042.437500 Penalty: 2793.460938
	Iteration 6Q: 3 clusters Score -346042.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -346199.500000 Penalty: 2793.460938
	Iteration 7Q: 3 clusters Score -346199.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -346369.468750 Penalty: 2793.460938
	Iteration 8Q: 3 clusters Score -346369.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -346536.093750 Penalty: 2793.460938
	Iteration 9Q: 3 clusters Score -346536.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -346707.125000 Penalty: 2793.460938
	Iteration 10Q: 3 clusters Score -346707.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -346875.250000 Penalty: 2793.460938
	Iteration 11Q: 3 clusters Score -346875.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -347006.406250 Penalty: 2793.460938
	Iteration 12Q: 3 clusters Score -347006.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -347110.468750 Penalty: 2793.460938
	Iteration 13Q: 3 clusters Score -347110.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -347190.812500 Penalty: 2793.460938
	Iteration 14Q: 3 clusters Score -347190.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -347235.062500 Penalty: 2793.460938
	Iteration 15Q: 3 clusters Score -347235.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -347257.406250 Penalty: 2793.460938
	Iteration 16Q: 3 clusters Score -347257.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -347267.625000 Penalty: 2793.460938
	Iteration 17Q: 3 clusters Score -347267.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -347272.812500 Penalty: 2793.460938
	Iteration 18Q: 3 clusters Score -347272.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -347278.000000 Penalty: 2793.460938
	Iteration 19Q: 3 clusters Score -347278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -347282.375000 Penalty: 2793.460938
	Iteration 20F: 3 clusters Score -347282.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -347284.906250 Penalty: 2793.460938
	Iteration 21Q: 3 clusters Score -347284.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -347288.468750 Penalty: 2793.460938
	Iteration 22Q: 3 clusters Score -347288.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -347290.625000 Penalty: 2793.460938
	Iteration 23Q: 3 clusters Score -347290.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -347294.968750 Penalty: 2793.460938
	Iteration 24Q: 3 clusters Score -347295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -347295.968750 Penalty: 2793.460938
	Iteration 25Q: 3 clusters Score -347296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -347297.125000 Penalty: 2793.460938
	Iteration 26Q: 3 clusters Score -347297.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -347298.625000 Penalty: 2793.460938
	Iteration 27Q: 3 clusters Score -347298.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -347299.968750 Penalty: 2793.460938
	Iteration 28Q: 3 clusters Score -347300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -347299.968750 Penalty: 2793.460938
	Iteration 29F: 3 clusters Score -347300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Entering Unmasked Estep 
Score: -507179.687500 Penalty: 1460.541260
	Iteration 0F: 2 clusters Score -507179.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -501228.218750 Penalty: 2921.082520
	Iteration 0F: 3 clusters Score -501228.2 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -503089.375000 Penalty: 2921.082520
	Iteration 1F: 3 clusters Score -503089.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -503340.531250 Penalty: 2921.082520
	Iteration 2F: 3 clusters Score -503340.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -503557.437500 Penalty: 2921.082520
	Iteration 3F: 3 clusters Score -503557.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -503818.937500 Penalty: 2921.082520
	Iteration 4Q: 3 clusters Score -503818.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -504199.062500 Penalty: 2921.082520
	Iteration 5F: 3 clusters Score -504199.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -504712.281250 Penalty: 2921.082520
	Iteration 6F: 3 clusters Score -504712.3 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -505244.343750 Penalty: 2921.082520
	Iteration 7F: 3 clusters Score -505244.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -505730.468750 Penalty: 2921.082520
	Iteration 8F: 3 clusters Score -505730.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -506157.625000 Penalty: 2921.082520
	Iteration 9F: 3 clusters Score -506157.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -506524.781250 Penalty: 2921.082520
	Iteration 10Q: 3 clusters Score -506524.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -506790.687500 Penalty: 2921.082520
	Iteration 11Q: 3 clusters Score -506790.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -506905.093750 Penalty: 2921.082520
	Iteration 12Q: 3 clusters Score -506905.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -506956.875000 Penalty: 2921.082520
	Iteration 13Q: 3 clusters Score -506956.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -506975.437500 Penalty: 2921.082520
	Iteration 14Q: 3 clusters Score -506975.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -506986.281250 Penalty: 2921.082520
	Iteration 15Q: 3 clusters Score -506986.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -506991.656250 Penalty: 2921.082520
	Iteration 16Q: 3 clusters Score -506991.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -506994.562500 Penalty: 2921.082520
	Iteration 17Q: 3 clusters Score -506994.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -506997.125000 Penalty: 2921.082520
	Iteration 18Q: 3 clusters Score -506997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -506998.562500 Penalty: 2921.082520
	Iteration 19Q: 3 clusters Score -506998.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -506999.531250 Penalty: 2921.082520
	Iteration 20F: 3 clusters Score -506999.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -506998.968750 Penalty: 2921.082520
	Iteration 21Q: 3 clusters Score -506999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -506998.968750 Penalty: 2921.082520
	Iteration 22F: 3 clusters Score -506999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (168285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168285 members 
Entering Unmasked Estep 
Score: -10722232.000000 Penalty: 1955.429810
	Iteration 0F: 2 clusters Score -1.072223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83994 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -10609600.000000 Penalty: 3910.859619
	Iteration 0F: 3 clusters Score -1.06096e+07 nChanged 81278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 88939 members 
Entering Unmasked Estep 
Score: -10657436.000000 Penalty: 3910.859619
	Iteration 1F: 3 clusters Score -1.065744e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76228 members 
Mstep: Class 2 contains 92057 members 
Entering Unmasked Estep 
Score: -10658852.000000 Penalty: 3910.859619
	Iteration 2Q: 3 clusters Score -1.065885e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71540 members 
Mstep: Class 2 contains 96745 members 
Entering Unmasked Estep 
Score: -10660712.000000 Penalty: 3910.859619
	Iteration 3Q: 3 clusters Score -1.066071e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64674 members 
Mstep: Class 2 contains 103611 members 
Entering Unmasked Estep 
Score: -10663856.000000 Penalty: 3910.859619
	Iteration 4Q: 3 clusters Score -1.066386e+07 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 113570 members 
Entering Unmasked Estep 
Score: -10669833.000000 Penalty: 3910.859619
	Iteration 5F: 3 clusters Score -1.066983e+07 nChanged 13320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 126774 members 
Entering Unmasked Estep 
Score: -10679975.000000 Penalty: 3910.859619
	Iteration 6F: 3 clusters Score -1.067998e+07 nChanged 15179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 141935 members 
Entering Unmasked Estep 
Score: -10694059.000000 Penalty: 3910.859619
	Iteration 7F: 3 clusters Score -1.069406e+07 nChanged 13621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 155554 members 
Entering Unmasked Estep 
Score: -10708126.000000 Penalty: 3910.859619
	Iteration 8F: 3 clusters Score -1.070813e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 163790 members 
Entering Unmasked Estep 
Score: -10716517.000000 Penalty: 3910.859619
	Iteration 9Q: 3 clusters Score -1.071652e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 166990 members 
Entering Unmasked Estep 
Score: -10719421.000000 Penalty: 3910.859619
	Iteration 10Q: 3 clusters Score -1.071942e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 167847 members 
Entering Unmasked Estep 
Score: -10720156.000000 Penalty: 3910.859619
	Iteration 11Q: 3 clusters Score -1.072016e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 168043 members 
Entering Unmasked Estep 
Score: -10720361.000000 Penalty: 3910.859619
	Iteration 12Q: 3 clusters Score -1.072036e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 168093 members 
Entering Unmasked Estep 
Score: -10720434.000000 Penalty: 3910.859619
	Iteration 13Q: 3 clusters Score -1.072043e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 168111 members 
Entering Unmasked Estep 
Score: -10720472.000000 Penalty: 3910.859619
	Iteration 14Q: 3 clusters Score -1.072047e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168117 members 
Entering Unmasked Estep 
Score: -10720480.000000 Penalty: 3910.859619
	Iteration 15Q: 3 clusters Score -1.072048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 168125 members 
Entering Unmasked Estep 
Score: -10720488.000000 Penalty: 3910.859619
	Iteration 16Q: 3 clusters Score -1.072049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 168129 members 
Entering Unmasked Estep 
Score: -10720488.000000 Penalty: 3910.859619
	Iteration 17Q: 3 clusters Score -1.072049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 168132 members 
Entering Unmasked Estep 
Score: -10720496.000000 Penalty: 3910.859619
	Iteration 18Q: 3 clusters Score -1.07205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 168136 members 
Entering Unmasked Estep 
Score: -10720514.000000 Penalty: 3910.859619
	Iteration 19Q: 3 clusters Score -1.072051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 168137 members 
Entering Unmasked Estep 
Score: -10720515.000000 Penalty: 3910.859619
	Iteration 20F: 3 clusters Score -1.072052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Entering Unmasked Estep 
Score: -248567.109375 Penalty: 1341.234009
	Iteration 0F: 2 clusters Score -248567.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -245340.671875 Penalty: 2682.468018
	Iteration 0F: 3 clusters Score -245340.7 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -246161.578125 Penalty: 2682.468018
	Iteration 1F: 3 clusters Score -246161.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -246314.328125 Penalty: 2682.468018
	Iteration 2F: 3 clusters Score -246314.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -246423.140625 Penalty: 2682.468018
	Iteration 3Q: 3 clusters Score -246423.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -246513.203125 Penalty: 2682.468018
	Iteration 4Q: 3 clusters Score -246513.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -246607.281250 Penalty: 2682.468018
	Iteration 5Q: 3 clusters Score -246607.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -246686.640625 Penalty: 2682.468018
	Iteration 6Q: 3 clusters Score -246686.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -246767.312500 Penalty: 2682.468018
	Iteration 7Q: 3 clusters Score -246767.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -246856.750000 Penalty: 2682.468018
	Iteration 8Q: 3 clusters Score -246856.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -246924.515625 Penalty: 2682.468018
	Iteration 9Q: 3 clusters Score -246924.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -246988.375000 Penalty: 2682.468018
	Iteration 10Q: 3 clusters Score -246988.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -247046.546875 Penalty: 2682.468018
	Iteration 11Q: 3 clusters Score -247046.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -247099.500000 Penalty: 2682.468018
	Iteration 12Q: 3 clusters Score -247099.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -247157.359375 Penalty: 2682.468018
	Iteration 13Q: 3 clusters Score -247157.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -247224.656250 Penalty: 2682.468018
	Iteration 14Q: 3 clusters Score -247224.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -247295.578125 Penalty: 2682.468018
	Iteration 15Q: 3 clusters Score -247295.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -247354.671875 Penalty: 2682.468018
	Iteration 16Q: 3 clusters Score -247354.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -247421.859375 Penalty: 2682.468018
	Iteration 17Q: 3 clusters Score -247421.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -247463.796875 Penalty: 2682.468018
	Iteration 18Q: 3 clusters Score -247463.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -247506.562500 Penalty: 2682.468018
	Iteration 19Q: 3 clusters Score -247506.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -247525.546875 Penalty: 2682.468018
	Iteration 20F: 3 clusters Score -247525.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -247538.734375 Penalty: 2682.468018
	Iteration 21Q: 3 clusters Score -247538.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -247544.562500 Penalty: 2682.468018
	Iteration 22Q: 3 clusters Score -247544.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -247549.437500 Penalty: 2682.468018
	Iteration 23Q: 3 clusters Score -247549.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -247551.921875 Penalty: 2682.468018
	Iteration 24Q: 3 clusters Score -247551.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -247555.843750 Penalty: 2682.468018
	Iteration 25Q: 3 clusters Score -247555.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -247559.781250 Penalty: 2682.468018
	Iteration 26Q: 3 clusters Score -247559.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -247565.000000 Penalty: 2682.468018
	Iteration 27Q: 3 clusters Score -247565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -247567.796875 Penalty: 2682.468018
	Iteration 28Q: 3 clusters Score -247567.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -247568.843750 Penalty: 2682.468018
	Iteration 29Q: 3 clusters Score -247568.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -247570.203125 Penalty: 2682.468018
	Iteration 30Q: 3 clusters Score -247570.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -247571.218750 Penalty: 2682.468018
	Iteration 31Q: 3 clusters Score -247571.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -247572.812500 Penalty: 2682.468018
	Iteration 32Q: 3 clusters Score -247572.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -247572.937500 Penalty: 2682.468018
	Iteration 33Q: 3 clusters Score -247572.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -247574.234375 Penalty: 2682.468018
	Iteration 34Q: 3 clusters Score -247574.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -247574.875000 Penalty: 2682.468018
	Iteration 35Q: 3 clusters Score -247574.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -247575.046875 Penalty: 2682.468018
	Iteration 36Q: 3 clusters Score -247575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -247575.921875 Penalty: 2682.468018
	Iteration 37Q: 3 clusters Score -247575.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -247576.281250 Penalty: 2682.468018
	Iteration 38Q: 3 clusters Score -247576.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -247576.562500 Penalty: 2682.468018
	Iteration 39Q: 3 clusters Score -247576.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -247577.296875 Penalty: 2682.468018
	Iteration 40F: 3 clusters Score -247577.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -247577.093750 Penalty: 2682.468018
	Iteration 41Q: 3 clusters Score -247577.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -247578.000000 Penalty: 2682.468018
	Iteration 42Q: 3 clusters Score -247578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -247579.328125 Penalty: 2682.468018
	Iteration 43Q: 3 clusters Score -247579.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -247585.187500 Penalty: 2682.468018
	Iteration 44Q: 3 clusters Score -247585.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -247589.062500 Penalty: 2682.468018
	Iteration 45Q: 3 clusters Score -247589.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -247592.593750 Penalty: 2682.468018
	Iteration 46Q: 3 clusters Score -247592.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -247597.015625 Penalty: 2682.468018
	Iteration 47Q: 3 clusters Score -247597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -247602.031250 Penalty: 2682.468018
	Iteration 48Q: 3 clusters Score -247602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -247605.531250 Penalty: 2682.468018
	Iteration 49Q: 3 clusters Score -247605.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -247609.125000 Penalty: 2682.468018
	Iteration 50Q: 3 clusters Score -247609.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -247612.859375 Penalty: 2682.468018
	Iteration 51Q: 3 clusters Score -247612.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -247616.984375 Penalty: 2682.468018
	Iteration 52Q: 3 clusters Score -247617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -247618.046875 Penalty: 2682.468018
	Iteration 53Q: 3 clusters Score -247618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -247619.781250 Penalty: 2682.468018
	Iteration 54Q: 3 clusters Score -247619.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -247619.781250 Penalty: 2682.468018
	Iteration 55F: 3 clusters Score -247619.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Entering Unmasked Estep 
Score: -446691.718750 Penalty: 1456.471924
	Iteration 0F: 2 clusters Score -446691.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -441015.593750 Penalty: 2912.943848
	Iteration 0F: 3 clusters Score -441015.6 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -443126.375000 Penalty: 2912.943848
	Iteration 1F: 3 clusters Score -443126.4 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -443694.843750 Penalty: 2912.943848
	Iteration 2F: 3 clusters Score -443694.8 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -444278.156250 Penalty: 2912.943848
	Iteration 3F: 3 clusters Score -444278.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -444860.750000 Penalty: 2912.943848
	Iteration 4F: 3 clusters Score -444860.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -445332.187500 Penalty: 2912.943848
	Iteration 5F: 3 clusters Score -445332.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -445661.187500 Penalty: 2912.943848
	Iteration 6F: 3 clusters Score -445661.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -445893.750000 Penalty: 2912.943848
	Iteration 7Q: 3 clusters Score -445893.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -446067.312500 Penalty: 2912.943848
	Iteration 8Q: 3 clusters Score -446067.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -446174.218750 Penalty: 2912.943848
	Iteration 9Q: 3 clusters Score -446174.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -446242.125000 Penalty: 2912.943848
	Iteration 10Q: 3 clusters Score -446242.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -446290.093750 Penalty: 2912.943848
	Iteration 11Q: 3 clusters Score -446290.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -446338.156250 Penalty: 2912.943848
	Iteration 12Q: 3 clusters Score -446338.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -446362.875000 Penalty: 2912.943848
	Iteration 13Q: 3 clusters Score -446362.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -446378.718750 Penalty: 2912.943848
	Iteration 14Q: 3 clusters Score -446378.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -446386.843750 Penalty: 2912.943848
	Iteration 15Q: 3 clusters Score -446386.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -446395.062500 Penalty: 2912.943848
	Iteration 16Q: 3 clusters Score -446395.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -446400.437500 Penalty: 2912.943848
	Iteration 17Q: 3 clusters Score -446400.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -446401.093750 Penalty: 2912.943848
	Iteration 18Q: 3 clusters Score -446401.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -446400.812500 Penalty: 2912.943848
	Iteration 19Q: 3 clusters Score -446400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -446402.062500 Penalty: 2912.943848
	Iteration 20F: 3 clusters Score -446402.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -446403.062500 Penalty: 2912.943848
	Iteration 21Q: 3 clusters Score -446403.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -446402.562500 Penalty: 2912.943848
	Iteration 22Q: 3 clusters Score -446402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -446402.593750 Penalty: 2912.943848
	Iteration 23Q: 3 clusters Score -446402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -446403.375000 Penalty: 2912.943848
	Iteration 24Q: 3 clusters Score -446403.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -446403.375000 Penalty: 2912.943848
	Iteration 25F: 3 clusters Score -446403.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Entering Unmasked Estep 
Score: -1926862.500000 Penalty: 1674.667603
	Iteration 0F: 2 clusters Score -1926862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1906625.750000 Penalty: 3349.335205
	Iteration 0F: 3 clusters Score -1906626 nChanged 13766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1914474.500000 Penalty: 3349.335205
	Iteration 1F: 3 clusters Score -1914474 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1915045.625000 Penalty: 3349.335205
	Iteration 2F: 3 clusters Score -1915046 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1915705.625000 Penalty: 3349.335205
	Iteration 3Q: 3 clusters Score -1915706 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1916565.625000 Penalty: 3349.335205
	Iteration 4F: 3 clusters Score -1916566 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1917706.250000 Penalty: 3349.335205
	Iteration 5F: 3 clusters Score -1917706 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1919188.625000 Penalty: 3349.335205
	Iteration 6F: 3 clusters Score -1919189 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1920850.625000 Penalty: 3349.335205
	Iteration 7F: 3 clusters Score -1920851 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1922187.125000 Penalty: 3349.335205
	Iteration 8F: 3 clusters Score -1922187 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1922861.375000 Penalty: 3349.335205
	Iteration 9Q: 3 clusters Score -1922861 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1923169.250000 Penalty: 3349.335205
	Iteration 10Q: 3 clusters Score -1923169 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1923320.500000 Penalty: 3349.335205
	Iteration 11Q: 3 clusters Score -1923320 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1923419.000000 Penalty: 3349.335205
	Iteration 12Q: 3 clusters Score -1923419 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1923508.000000 Penalty: 3349.335205
	Iteration 13Q: 3 clusters Score -1923508 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1923593.750000 Penalty: 3349.335205
	Iteration 14Q: 3 clusters Score -1923594 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1923679.875000 Penalty: 3349.335205
	Iteration 15Q: 3 clusters Score -1923680 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1923761.750000 Penalty: 3349.335205
	Iteration 16Q: 3 clusters Score -1923762 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1923861.750000 Penalty: 3349.335205
	Iteration 17Q: 3 clusters Score -1923862 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1923956.125000 Penalty: 3349.335205
	Iteration 18Q: 3 clusters Score -1923956 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1924061.875000 Penalty: 3349.335205
	Iteration 19Q: 3 clusters Score -1924062 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1924152.500000 Penalty: 3349.335205
	Iteration 20F: 3 clusters Score -1924152 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1924238.625000 Penalty: 3349.335205
	Iteration 21Q: 3 clusters Score -1924239 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1924305.875000 Penalty: 3349.335205
	Iteration 22Q: 3 clusters Score -1924306 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1924375.125000 Penalty: 3349.335205
	Iteration 23Q: 3 clusters Score -1924375 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1924455.000000 Penalty: 3349.335205
	Iteration 24Q: 3 clusters Score -1924455 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1924531.125000 Penalty: 3349.335205
	Iteration 25Q: 3 clusters Score -1924531 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1924590.625000 Penalty: 3349.335205
	Iteration 26Q: 3 clusters Score -1924591 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1924643.500000 Penalty: 3349.335205
	Iteration 27Q: 3 clusters Score -1924644 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1924700.000000 Penalty: 3349.335205
	Iteration 28Q: 3 clusters Score -1924700 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1924757.750000 Penalty: 3349.335205
	Iteration 29Q: 3 clusters Score -1924758 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1924808.875000 Penalty: 3349.335205
	Iteration 30Q: 3 clusters Score -1924809 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1924859.750000 Penalty: 3349.335205
	Iteration 31Q: 3 clusters Score -1924860 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1924909.500000 Penalty: 3349.335205
	Iteration 32Q: 3 clusters Score -1924910 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1924945.000000 Penalty: 3349.335205
	Iteration 33Q: 3 clusters Score -1924945 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1924993.625000 Penalty: 3349.335205
	Iteration 34Q: 3 clusters Score -1924994 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1925039.375000 Penalty: 3349.335205
	Iteration 35Q: 3 clusters Score -1925039 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1925092.625000 Penalty: 3349.335205
	Iteration 36Q: 3 clusters Score -1925093 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1925147.750000 Penalty: 3349.335205
	Iteration 37Q: 3 clusters Score -1925148 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1925190.500000 Penalty: 3349.335205
	Iteration 38Q: 3 clusters Score -1925190 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1925228.250000 Penalty: 3349.335205
	Iteration 39Q: 3 clusters Score -1925228 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1925251.750000 Penalty: 3349.335205
	Iteration 40F: 3 clusters Score -1925252 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1925276.750000 Penalty: 3349.335205
	Iteration 41Q: 3 clusters Score -1925277 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1925305.000000 Penalty: 3349.335205
	Iteration 42Q: 3 clusters Score -1925305 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1925330.625000 Penalty: 3349.335205
	Iteration 43Q: 3 clusters Score -1925331 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1925358.250000 Penalty: 3349.335205
	Iteration 44Q: 3 clusters Score -1925358 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1925385.625000 Penalty: 3349.335205
	Iteration 45Q: 3 clusters Score -1925386 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1925406.250000 Penalty: 3349.335205
	Iteration 46Q: 3 clusters Score -1925406 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1925428.000000 Penalty: 3349.335205
	Iteration 47Q: 3 clusters Score -1925428 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1925453.375000 Penalty: 3349.335205
	Iteration 48Q: 3 clusters Score -1925453 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1925474.000000 Penalty: 3349.335205
	Iteration 49Q: 3 clusters Score -1925474 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1925503.125000 Penalty: 3349.335205
	Iteration 50Q: 3 clusters Score -1925503 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1925521.000000 Penalty: 3349.335205
	Iteration 51Q: 3 clusters Score -1925521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1925534.375000 Penalty: 3349.335205
	Iteration 52Q: 3 clusters Score -1925534 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1925554.625000 Penalty: 3349.335205
	Iteration 53Q: 3 clusters Score -1925555 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1925569.750000 Penalty: 3349.335205
	Iteration 54Q: 3 clusters Score -1925570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1925584.250000 Penalty: 3349.335205
	Iteration 55Q: 3 clusters Score -1925584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1925601.625000 Penalty: 3349.335205
	Iteration 56Q: 3 clusters Score -1925602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1925607.375000 Penalty: 3349.335205
	Iteration 57Q: 3 clusters Score -1925607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1925616.875000 Penalty: 3349.335205
	Iteration 58Q: 3 clusters Score -1925617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1925628.000000 Penalty: 3349.335205
	Iteration 59Q: 3 clusters Score -1925628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1925634.625000 Penalty: 3349.335205
	Iteration 60F: 3 clusters Score -1925635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1925636.500000 Penalty: 3349.335205
	Iteration 61Q: 3 clusters Score -1925636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1925638.500000 Penalty: 3349.335205
	Iteration 62Q: 3 clusters Score -1925638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1925643.750000 Penalty: 3349.335205
	Iteration 63Q: 3 clusters Score -1925644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1925644.875000 Penalty: 3349.335205
	Iteration 64Q: 3 clusters Score -1925645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1925647.500000 Penalty: 3349.335205
	Iteration 65Q: 3 clusters Score -1925648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1925649.250000 Penalty: 3349.335205
	Iteration 66Q: 3 clusters Score -1925649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1925652.875000 Penalty: 3349.335205
	Iteration 67Q: 3 clusters Score -1925653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1925657.250000 Penalty: 3349.335205
	Iteration 68Q: 3 clusters Score -1925657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1925656.750000 Penalty: 3349.335205
	Iteration 69Q: 3 clusters Score -1925657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1925660.750000 Penalty: 3349.335205
	Iteration 70Q: 3 clusters Score -1925661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1925663.125000 Penalty: 3349.335205
	Iteration 71Q: 3 clusters Score -1925663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1925663.375000 Penalty: 3349.335205
	Iteration 72Q: 3 clusters Score -1925663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1925663.375000 Penalty: 3349.335205
	Iteration 73F: 3 clusters Score -1925663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (146837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146837 members 
Entering Unmasked Estep 
Score: -9226100.000000 Penalty: 1933.275269
	Iteration 0F: 2 clusters Score -9226100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 73631 members 
Entering Unmasked Estep 
Score: -9127529.000000 Penalty: 3866.550537
	Iteration 0F: 3 clusters Score -9127529 nChanged 70728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67718 members 
Mstep: Class 2 contains 79119 members 
Entering Unmasked Estep 
Score: -9170154.000000 Penalty: 3866.550537
	Iteration 1F: 3 clusters Score -9170154 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 82832 members 
Entering Unmasked Estep 
Score: -9171778.000000 Penalty: 3866.550537
	Iteration 2Q: 3 clusters Score -9171778 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 88312 members 
Entering Unmasked Estep 
Score: -9174516.000000 Penalty: 3866.550537
	Iteration 3Q: 3 clusters Score -9174516 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 96133 members 
Entering Unmasked Estep 
Score: -9179230.000000 Penalty: 3866.550537
	Iteration 4F: 3 clusters Score -9179230 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 106386 members 
Entering Unmasked Estep 
Score: -9186896.000000 Penalty: 3866.550537
	Iteration 5F: 3 clusters Score -9186896 nChanged 11972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 118234 members 
Entering Unmasked Estep 
Score: -9197551.000000 Penalty: 3866.550537
	Iteration 6F: 3 clusters Score -9197551 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 129326 members 
Entering Unmasked Estep 
Score: -9208374.000000 Penalty: 3866.550537
	Iteration 7F: 3 clusters Score -9208374 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 137270 members 
Entering Unmasked Estep 
Score: -9216269.000000 Penalty: 3866.550537
	Iteration 8F: 3 clusters Score -9216269 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 141754 members 
Entering Unmasked Estep 
Score: -9220488.000000 Penalty: 3866.550537
	Iteration 9Q: 3 clusters Score -9220488 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 144083 members 
Entering Unmasked Estep 
Score: -9222618.000000 Penalty: 3866.550537
	Iteration 10Q: 3 clusters Score -9222618 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 145159 members 
Entering Unmasked Estep 
Score: -9223535.000000 Penalty: 3866.550537
	Iteration 11Q: 3 clusters Score -9223535 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 145673 members 
Entering Unmasked Estep 
Score: -9223958.000000 Penalty: 3866.550537
	Iteration 12Q: 3 clusters Score -9223958 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 145915 members 
Entering Unmasked Estep 
Score: -9224154.000000 Penalty: 3866.550537
	Iteration 13Q: 3 clusters Score -9224154 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 146042 members 
Entering Unmasked Estep 
Score: -9224262.000000 Penalty: 3866.550537
	Iteration 14Q: 3 clusters Score -9224262 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 146116 members 
Entering Unmasked Estep 
Score: -9224305.000000 Penalty: 3866.550537
	Iteration 15Q: 3 clusters Score -9224305 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 146159 members 
Entering Unmasked Estep 
Score: -9224367.000000 Penalty: 3866.550537
	Iteration 16Q: 3 clusters Score -9224367 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 146194 members 
Entering Unmasked Estep 
Score: -9224382.000000 Penalty: 3866.550537
	Iteration 17Q: 3 clusters Score -9224382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 146212 members 
Entering Unmasked Estep 
Score: -9224404.000000 Penalty: 3866.550537
	Iteration 18Q: 3 clusters Score -9224404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 146224 members 
Entering Unmasked Estep 
Score: -9224425.000000 Penalty: 3866.550537
	Iteration 19Q: 3 clusters Score -9224425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 146233 members 
Entering Unmasked Estep 
Score: -9224453.000000 Penalty: 3866.550537
	Iteration 20F: 3 clusters Score -9224453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 146247 members 
Entering Unmasked Estep 
Score: -9224462.000000 Penalty: 3866.550537
	Iteration 21Q: 3 clusters Score -9224462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 146254 members 
Entering Unmasked Estep 
Score: -9224480.000000 Penalty: 3866.550537
	Iteration 22Q: 3 clusters Score -9224480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 146262 members 
Entering Unmasked Estep 
Score: -9224488.000000 Penalty: 3866.550537
	Iteration 23Q: 3 clusters Score -9224488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 146265 members 
Entering Unmasked Estep 
Score: -9224496.000000 Penalty: 3866.550537
	Iteration 24Q: 3 clusters Score -9224496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 146271 members 
Entering Unmasked Estep 
Score: -9224500.000000 Penalty: 3866.550537
	Iteration 25Q: 3 clusters Score -9224500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 146274 members 
Entering Unmasked Estep 
Score: -9224503.000000 Penalty: 3866.550537
	Iteration 26Q: 3 clusters Score -9224503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 146278 members 
Entering Unmasked Estep 
Score: -9224499.000000 Penalty: 3866.550537
	Iteration 27Q: 3 clusters Score -9224499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 146282 members 
Entering Unmasked Estep 
Score: -9224510.000000 Penalty: 3866.550537
	Iteration 28Q: 3 clusters Score -9224510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 146285 members 
Entering Unmasked Estep 
Score: -9224526.000000 Penalty: 3866.550537
	Iteration 29Q: 3 clusters Score -9224526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 146284 members 
Entering Unmasked Estep 
Score: -9224519.000000 Penalty: 3866.550537
	Iteration 30Q: 3 clusters Score -9224519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 146284 members 
Entering Unmasked Estep 
Score: -9224519.000000 Penalty: 3866.550537
	Iteration 31F: 3 clusters Score -9224519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -112607.640625 Penalty: 1209.214600
	Iteration 0F: 2 clusters Score -112607.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -110667.226562 Penalty: 2418.429199
	Iteration 0F: 3 clusters Score -110667.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -111050.453125 Penalty: 2418.429199
	Iteration 1F: 3 clusters Score -111050.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -111148.562500 Penalty: 2418.429199
	Iteration 2F: 3 clusters Score -111148.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -111215.140625 Penalty: 2418.429199
	Iteration 3Q: 3 clusters Score -111215.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -111256.054688 Penalty: 2418.429199
	Iteration 4Q: 3 clusters Score -111256.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -111280.125000 Penalty: 2418.429199
	Iteration 5Q: 3 clusters Score -111280.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -111297.054688 Penalty: 2418.429199
	Iteration 6Q: 3 clusters Score -111297.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -111313.539062 Penalty: 2418.429199
	Iteration 7Q: 3 clusters Score -111313.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -111326.406250 Penalty: 2418.429199
	Iteration 8Q: 3 clusters Score -111326.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -111336.414062 Penalty: 2418.429199
	Iteration 9Q: 3 clusters Score -111336.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -111340.812500 Penalty: 2418.429199
	Iteration 10Q: 3 clusters Score -111340.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -111342.882812 Penalty: 2418.429199
	Iteration 11Q: 3 clusters Score -111342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -111343.515625 Penalty: 2418.429199
	Iteration 12Q: 3 clusters Score -111343.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -111343.937500 Penalty: 2418.429199
	Iteration 13Q: 3 clusters Score -111343.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -111343.937500 Penalty: 2418.429199
	Iteration 14F: 3 clusters Score -111343.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Entering Unmasked Estep 
Score: -832985.437500 Penalty: 1545.916016
	Iteration 0F: 2 clusters Score -832985.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -823520.187500 Penalty: 3091.832031
	Iteration 0F: 3 clusters Score -823520.2 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -826710.812500 Penalty: 3091.832031
	Iteration 1F: 3 clusters Score -826710.8 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -826973.375000 Penalty: 3091.832031
	Iteration 2F: 3 clusters Score -826973.4 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -827189.500000 Penalty: 3091.832031
	Iteration 3Q: 3 clusters Score -827189.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -827363.187500 Penalty: 3091.832031
	Iteration 4Q: 3 clusters Score -827363.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -827533.250000 Penalty: 3091.832031
	Iteration 5Q: 3 clusters Score -827533.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -827735.000000 Penalty: 3091.832031
	Iteration 6Q: 3 clusters Score -827735 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -827982.875000 Penalty: 3091.832031
	Iteration 7Q: 3 clusters Score -827982.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -828322.812500 Penalty: 3091.832031
	Iteration 8Q: 3 clusters Score -828322.8 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -828742.062500 Penalty: 3091.832031
	Iteration 9Q: 3 clusters Score -828742.1 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -829330.000000 Penalty: 3091.832031
	Iteration 10F: 3 clusters Score -829330 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -829953.937500 Penalty: 3091.832031
	Iteration 11Q: 3 clusters Score -829953.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -830611.562500 Penalty: 3091.832031
	Iteration 12Q: 3 clusters Score -830611.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -831154.375000 Penalty: 3091.832031
	Iteration 13Q: 3 clusters Score -831154.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -831445.687500 Penalty: 3091.832031
	Iteration 14Q: 3 clusters Score -831445.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -831594.375000 Penalty: 3091.832031
	Iteration 15Q: 3 clusters Score -831594.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -831672.750000 Penalty: 3091.832031
	Iteration 16Q: 3 clusters Score -831672.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -831729.125000 Penalty: 3091.832031
	Iteration 17Q: 3 clusters Score -831729.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -831761.125000 Penalty: 3091.832031
	Iteration 18Q: 3 clusters Score -831761.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -831785.125000 Penalty: 3091.832031
	Iteration 19Q: 3 clusters Score -831785.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -831796.625000 Penalty: 3091.832031
	Iteration 20F: 3 clusters Score -831796.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -831806.937500 Penalty: 3091.832031
	Iteration 21Q: 3 clusters Score -831806.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -831815.500000 Penalty: 3091.832031
	Iteration 22Q: 3 clusters Score -831815.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -831819.750000 Penalty: 3091.832031
	Iteration 23Q: 3 clusters Score -831819.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -831824.875000 Penalty: 3091.832031
	Iteration 24Q: 3 clusters Score -831824.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -831828.625000 Penalty: 3091.832031
	Iteration 25Q: 3 clusters Score -831828.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -831830.312500 Penalty: 3091.832031
	Iteration 26Q: 3 clusters Score -831830.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -831833.937500 Penalty: 3091.832031
	Iteration 27Q: 3 clusters Score -831833.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -831835.062500 Penalty: 3091.832031
	Iteration 28Q: 3 clusters Score -831835.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -831835.312500 Penalty: 3091.832031
	Iteration 29Q: 3 clusters Score -831835.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -831836.187500 Penalty: 3091.832031
	Iteration 30Q: 3 clusters Score -831836.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -831837.000000 Penalty: 3091.832031
	Iteration 31Q: 3 clusters Score -831837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -831837.000000 Penalty: 3091.832031
	Iteration 32F: 3 clusters Score -831837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -87187.257812 Penalty: 1168.484863
	Iteration 0F: 2 clusters Score -87187.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -85540.007812 Penalty: 2336.969727
	Iteration 0F: 3 clusters Score -85540.01 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -85820.273438 Penalty: 2336.969727
	Iteration 1F: 3 clusters Score -85820.27 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -85889.398438 Penalty: 2336.969727
	Iteration 2F: 3 clusters Score -85889.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -85929.625000 Penalty: 2336.969727
	Iteration 3Q: 3 clusters Score -85929.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -85953.500000 Penalty: 2336.969727
	Iteration 4Q: 3 clusters Score -85953.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -85971.343750 Penalty: 2336.969727
	Iteration 5Q: 3 clusters Score -85971.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -85981.382812 Penalty: 2336.969727
	Iteration 6Q: 3 clusters Score -85981.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -85983.953125 Penalty: 2336.969727
	Iteration 7Q: 3 clusters Score -85983.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -85985.148438 Penalty: 2336.969727
	Iteration 8Q: 3 clusters Score -85985.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -85986.742188 Penalty: 2336.969727
	Iteration 9Q: 3 clusters Score -85986.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -85987.617188 Penalty: 2336.969727
	Iteration 10Q: 3 clusters Score -85987.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -85988.875000 Penalty: 2336.969727
	Iteration 11Q: 3 clusters Score -85988.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -85988.875000 Penalty: 2336.969727
	Iteration 12F: 3 clusters Score -85988.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (72241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72241 members 
Entering Unmasked Estep 
Score: -4521784.500000 Penalty: 1818.011475
	Iteration 0F: 2 clusters Score -4521784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -4473352.000000 Penalty: 3636.022949
	Iteration 0F: 3 clusters Score -4473352 nChanged 34501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -4493306.500000 Penalty: 3636.022949
	Iteration 1F: 3 clusters Score -4493306 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -4493883.000000 Penalty: 3636.022949
	Iteration 2Q: 3 clusters Score -4493883 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -4494562.500000 Penalty: 3636.022949
	Iteration 3Q: 3 clusters Score -4494562 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -4495527.000000 Penalty: 3636.022949
	Iteration 4Q: 3 clusters Score -4495527 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -4497135.500000 Penalty: 3636.022949
	Iteration 5Q: 3 clusters Score -4497136 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -4499618.000000 Penalty: 3636.022949
	Iteration 6F: 3 clusters Score -4499618 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -4503090.000000 Penalty: 3636.022949
	Iteration 7F: 3 clusters Score -4503090 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4507251.500000 Penalty: 3636.022949
	Iteration 8F: 3 clusters Score -4507252 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -4510889.000000 Penalty: 3636.022949
	Iteration 9F: 3 clusters Score -4510889 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59933 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -4513302.500000 Penalty: 3636.022949
	Iteration 10Q: 3 clusters Score -4513302 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61992 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -4514867.500000 Penalty: 3636.022949
	Iteration 11Q: 3 clusters Score -4514868 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63705 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -4516009.500000 Penalty: 3636.022949
	Iteration 12Q: 3 clusters Score -4516010 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -4516949.500000 Penalty: 3636.022949
	Iteration 13Q: 3 clusters Score -4516950 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -4517812.000000 Penalty: 3636.022949
	Iteration 14Q: 3 clusters Score -4517812 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67694 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -4518556.000000 Penalty: 3636.022949
	Iteration 15Q: 3 clusters Score -4518556 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68619 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -4519177.000000 Penalty: 3636.022949
	Iteration 16Q: 3 clusters Score -4519177 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69345 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -4519610.000000 Penalty: 3636.022949
	Iteration 17Q: 3 clusters Score -4519610 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4519951.500000 Penalty: 3636.022949
	Iteration 18Q: 3 clusters Score -4519952 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70340 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4520215.500000 Penalty: 3636.022949
	Iteration 19Q: 3 clusters Score -4520216 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70671 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4520411.000000 Penalty: 3636.022949
	Iteration 20F: 3 clusters Score -4520411 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70894 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4520538.500000 Penalty: 3636.022949
	Iteration 21Q: 3 clusters Score -4520538 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71058 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4520642.500000 Penalty: 3636.022949
	Iteration 22Q: 3 clusters Score -4520642 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71194 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4520713.500000 Penalty: 3636.022949
	Iteration 23Q: 3 clusters Score -4520714 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71299 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4520748.500000 Penalty: 3636.022949
	Iteration 24Q: 3 clusters Score -4520748 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71392 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4520796.000000 Penalty: 3636.022949
	Iteration 25Q: 3 clusters Score -4520796 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71454 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4520848.500000 Penalty: 3636.022949
	Iteration 26Q: 3 clusters Score -4520848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71508 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4520877.500000 Penalty: 3636.022949
	Iteration 27Q: 3 clusters Score -4520878 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71547 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4520907.500000 Penalty: 3636.022949
	Iteration 28Q: 3 clusters Score -4520908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71587 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4520933.500000 Penalty: 3636.022949
	Iteration 29Q: 3 clusters Score -4520934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71606 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4520940.500000 Penalty: 3636.022949
	Iteration 30Q: 3 clusters Score -4520940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71623 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4520953.500000 Penalty: 3636.022949
	Iteration 31Q: 3 clusters Score -4520954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71642 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4520970.500000 Penalty: 3636.022949
	Iteration 32Q: 3 clusters Score -4520970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71657 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4520983.000000 Penalty: 3636.022949
	Iteration 33Q: 3 clusters Score -4520983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71669 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4520993.500000 Penalty: 3636.022949
	Iteration 34Q: 3 clusters Score -4520994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4521006.000000 Penalty: 3636.022949
	Iteration 35Q: 3 clusters Score -4521006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4521021.500000 Penalty: 3636.022949
	Iteration 36Q: 3 clusters Score -4521022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4521031.000000 Penalty: 3636.022949
	Iteration 37Q: 3 clusters Score -4521031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71705 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4521031.500000 Penalty: 3636.022949
	Iteration 38Q: 3 clusters Score -4521032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4521040.500000 Penalty: 3636.022949
	Iteration 39Q: 3 clusters Score -4521040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71721 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4521062.000000 Penalty: 3636.022949
	Iteration 40F: 3 clusters Score -4521062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71720 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4521065.000000 Penalty: 3636.022949
	Iteration 41Q: 3 clusters Score -4521065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71724 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4521075.000000 Penalty: 3636.022949
	Iteration 42Q: 3 clusters Score -4521075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71729 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4521078.500000 Penalty: 3636.022949
	Iteration 43Q: 3 clusters Score -4521078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71734 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4521083.500000 Penalty: 3636.022949
	Iteration 44Q: 3 clusters Score -4521084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71739 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4521097.500000 Penalty: 3636.022949
	Iteration 45Q: 3 clusters Score -4521098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71739 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4521096.000000 Penalty: 3636.022949
	Iteration 46Q: 3 clusters Score -4521096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71743 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4521101.000000 Penalty: 3636.022949
	Iteration 47Q: 3 clusters Score -4521101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4521100.500000 Penalty: 3636.022949
	Iteration 48Q: 3 clusters Score -4521100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4521100.500000 Penalty: 3636.022949
	Iteration 49F: 3 clusters Score -4521100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Entering Unmasked Estep 
Score: -138833.968750 Penalty: 1257.078979
	Iteration 0F: 2 clusters Score -138834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -136545.640625 Penalty: 2514.157959
	Iteration 0F: 3 clusters Score -136545.6 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -136994.437500 Penalty: 2514.157959
	Iteration 1F: 3 clusters Score -136994.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -137080.921875 Penalty: 2514.157959
	Iteration 2F: 3 clusters Score -137080.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -137140.703125 Penalty: 2514.157959
	Iteration 3Q: 3 clusters Score -137140.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -137175.656250 Penalty: 2514.157959
	Iteration 4Q: 3 clusters Score -137175.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -137200.640625 Penalty: 2514.157959
	Iteration 5Q: 3 clusters Score -137200.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -137216.625000 Penalty: 2514.157959
	Iteration 6Q: 3 clusters Score -137216.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -137229.015625 Penalty: 2514.157959
	Iteration 7Q: 3 clusters Score -137229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -137240.421875 Penalty: 2514.157959
	Iteration 8Q: 3 clusters Score -137240.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -137246.562500 Penalty: 2514.157959
	Iteration 9Q: 3 clusters Score -137246.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -137252.781250 Penalty: 2514.157959
	Iteration 10Q: 3 clusters Score -137252.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -137257.187500 Penalty: 2514.157959
	Iteration 11Q: 3 clusters Score -137257.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -137262.140625 Penalty: 2514.157959
	Iteration 12Q: 3 clusters Score -137262.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -137265.812500 Penalty: 2514.157959
	Iteration 13Q: 3 clusters Score -137265.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -137269.062500 Penalty: 2514.157959
	Iteration 14Q: 3 clusters Score -137269.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -137276.468750 Penalty: 2514.157959
	Iteration 15Q: 3 clusters Score -137276.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -137280.265625 Penalty: 2514.157959
	Iteration 16Q: 3 clusters Score -137280.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -137286.093750 Penalty: 2514.157959
	Iteration 17Q: 3 clusters Score -137286.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -137290.875000 Penalty: 2514.157959
	Iteration 18Q: 3 clusters Score -137290.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -137293.546875 Penalty: 2514.157959
	Iteration 19Q: 3 clusters Score -137293.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -137296.328125 Penalty: 2514.157959
	Iteration 20F: 3 clusters Score -137296.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -137296.984375 Penalty: 2514.157959
	Iteration 21Q: 3 clusters Score -137297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -137298.343750 Penalty: 2514.157959
	Iteration 22Q: 3 clusters Score -137298.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -137300.265625 Penalty: 2514.157959
	Iteration 23Q: 3 clusters Score -137300.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -137303.937500 Penalty: 2514.157959
	Iteration 24Q: 3 clusters Score -137303.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -137308.000000 Penalty: 2514.157959
	Iteration 25Q: 3 clusters Score -137308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -137312.984375 Penalty: 2514.157959
	Iteration 26Q: 3 clusters Score -137313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -137315.578125 Penalty: 2514.157959
	Iteration 27Q: 3 clusters Score -137315.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -137318.375000 Penalty: 2514.157959
	Iteration 28Q: 3 clusters Score -137318.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -137320.031250 Penalty: 2514.157959
	Iteration 29Q: 3 clusters Score -137320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -137321.781250 Penalty: 2514.157959
	Iteration 30Q: 3 clusters Score -137321.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -137324.250000 Penalty: 2514.157959
	Iteration 31Q: 3 clusters Score -137324.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -137326.359375 Penalty: 2514.157959
	Iteration 32Q: 3 clusters Score -137326.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -137328.281250 Penalty: 2514.157959
	Iteration 33Q: 3 clusters Score -137328.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -137332.781250 Penalty: 2514.157959
	Iteration 34Q: 3 clusters Score -137332.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -137335.656250 Penalty: 2514.157959
	Iteration 35Q: 3 clusters Score -137335.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -137337.375000 Penalty: 2514.157959
	Iteration 36Q: 3 clusters Score -137337.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -137338.421875 Penalty: 2514.157959
	Iteration 37Q: 3 clusters Score -137338.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -137339.156250 Penalty: 2514.157959
	Iteration 38Q: 3 clusters Score -137339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -137340.000000 Penalty: 2514.157959
	Iteration 39Q: 3 clusters Score -137340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -137340.593750 Penalty: 2514.157959
	Iteration 40F: 3 clusters Score -137340.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -137341.531250 Penalty: 2514.157959
	Iteration 41Q: 3 clusters Score -137341.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -137341.531250 Penalty: 2514.157959
	Iteration 42F: 3 clusters Score -137341.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Entering Unmasked Estep 
Score: -930321.937500 Penalty: 1558.676270
	Iteration 0F: 2 clusters Score -930321.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -920187.562500 Penalty: 3117.352539
	Iteration 0F: 3 clusters Score -920187.6 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -923868.625000 Penalty: 3117.352539
	Iteration 1F: 3 clusters Score -923868.6 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -924539.062500 Penalty: 3117.352539
	Iteration 2F: 3 clusters Score -924539.1 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -925096.812500 Penalty: 3117.352539
	Iteration 3F: 3 clusters Score -925096.8 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -925671.687500 Penalty: 3117.352539
	Iteration 4F: 3 clusters Score -925671.7 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -926363.500000 Penalty: 3117.352539
	Iteration 5F: 3 clusters Score -926363.5 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -927184.062500 Penalty: 3117.352539
	Iteration 6F: 3 clusters Score -927184.1 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -927997.312500 Penalty: 3117.352539
	Iteration 7F: 3 clusters Score -927997.3 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -928670.375000 Penalty: 3117.352539
	Iteration 8F: 3 clusters Score -928670.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -929132.812500 Penalty: 3117.352539
	Iteration 9Q: 3 clusters Score -929132.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -929433.875000 Penalty: 3117.352539
	Iteration 10Q: 3 clusters Score -929433.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -929643.187500 Penalty: 3117.352539
	Iteration 11Q: 3 clusters Score -929643.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -929775.500000 Penalty: 3117.352539
	Iteration 12Q: 3 clusters Score -929775.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -929866.500000 Penalty: 3117.352539
	Iteration 13Q: 3 clusters Score -929866.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -929936.500000 Penalty: 3117.352539
	Iteration 14Q: 3 clusters Score -929936.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -929997.000000 Penalty: 3117.352539
	Iteration 15Q: 3 clusters Score -929997 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -930041.000000 Penalty: 3117.352539
	Iteration 16Q: 3 clusters Score -930041 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -930077.937500 Penalty: 3117.352539
	Iteration 17Q: 3 clusters Score -930077.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -930109.125000 Penalty: 3117.352539
	Iteration 18Q: 3 clusters Score -930109.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -930136.875000 Penalty: 3117.352539
	Iteration 19Q: 3 clusters Score -930136.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -930164.312500 Penalty: 3117.352539
	Iteration 20F: 3 clusters Score -930164.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -930179.125000 Penalty: 3117.352539
	Iteration 21Q: 3 clusters Score -930179.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -930195.750000 Penalty: 3117.352539
	Iteration 22Q: 3 clusters Score -930195.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -930214.937500 Penalty: 3117.352539
	Iteration 23Q: 3 clusters Score -930214.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -930230.312500 Penalty: 3117.352539
	Iteration 24Q: 3 clusters Score -930230.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -930243.062500 Penalty: 3117.352539
	Iteration 25Q: 3 clusters Score -930243.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -930257.437500 Penalty: 3117.352539
	Iteration 26Q: 3 clusters Score -930257.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -930268.437500 Penalty: 3117.352539
	Iteration 27Q: 3 clusters Score -930268.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -930280.437500 Penalty: 3117.352539
	Iteration 28Q: 3 clusters Score -930280.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -930292.875000 Penalty: 3117.352539
	Iteration 29Q: 3 clusters Score -930292.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -930306.687500 Penalty: 3117.352539
	Iteration 30Q: 3 clusters Score -930306.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -930318.562500 Penalty: 3117.352539
	Iteration 31Q: 3 clusters Score -930318.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -930325.437500 Penalty: 3117.352539
	Iteration 32Q: 3 clusters Score -930325.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -930331.750000 Penalty: 3117.352539
	Iteration 33Q: 3 clusters Score -930331.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -930338.562500 Penalty: 3117.352539
	Iteration 34Q: 3 clusters Score -930338.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -930340.062500 Penalty: 3117.352539
	Iteration 35Q: 3 clusters Score -930340.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -930340.500000 Penalty: 3117.352539
	Iteration 36Q: 3 clusters Score -930340.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -930341.312500 Penalty: 3117.352539
	Iteration 37Q: 3 clusters Score -930341.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -930342.000000 Penalty: 3117.352539
	Iteration 38Q: 3 clusters Score -930342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -930342.125000 Penalty: 3117.352539
	Iteration 39Q: 3 clusters Score -930342.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -930344.375000 Penalty: 3117.352539
	Iteration 40F: 3 clusters Score -930344.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -930345.250000 Penalty: 3117.352539
	Iteration 41Q: 3 clusters Score -930345.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -930345.687500 Penalty: 3117.352539
	Iteration 42Q: 3 clusters Score -930345.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -930347.187500 Penalty: 3117.352539
	Iteration 43Q: 3 clusters Score -930347.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -930347.625000 Penalty: 3117.352539
	Iteration 44Q: 3 clusters Score -930347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -930349.000000 Penalty: 3117.352539
	Iteration 45Q: 3 clusters Score -930349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -930348.812500 Penalty: 3117.352539
	Iteration 46Q: 3 clusters Score -930348.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -930348.375000 Penalty: 3117.352539
	Iteration 47Q: 3 clusters Score -930348.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -930351.250000 Penalty: 3117.352539
	Iteration 48Q: 3 clusters Score -930351.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -930353.062500 Penalty: 3117.352539
	Iteration 49Q: 3 clusters Score -930353.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -930355.937500 Penalty: 3117.352539
	Iteration 50Q: 3 clusters Score -930355.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -930354.375000 Penalty: 3117.352539
	Iteration 51Q: 3 clusters Score -930354.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -930356.562500 Penalty: 3117.352539
	Iteration 52Q: 3 clusters Score -930356.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -930358.125000 Penalty: 3117.352539
	Iteration 53Q: 3 clusters Score -930358.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -930359.187500 Penalty: 3117.352539
	Iteration 54Q: 3 clusters Score -930359.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -930358.625000 Penalty: 3117.352539
	Iteration 55Q: 3 clusters Score -930358.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -930360.937500 Penalty: 3117.352539
	Iteration 56Q: 3 clusters Score -930360.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -930361.375000 Penalty: 3117.352539
	Iteration 57Q: 3 clusters Score -930361.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -930362.625000 Penalty: 3117.352539
	Iteration 58Q: 3 clusters Score -930362.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -930362.812500 Penalty: 3117.352539
	Iteration 59Q: 3 clusters Score -930362.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -930364.062500 Penalty: 3117.352539
	Iteration 60F: 3 clusters Score -930364.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 183532 members 
Mstep: Class 2 contains 14170 members 
Mstep: Class 3 contains 9158 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 8006 members 
Mstep: Class 6 contains 168285 members 
Mstep: Class 7 contains 3842 members 
Mstep: Class 8 contains 7808 members 
Mstep: Class 9 contains 29901 members 
Mstep: Class 10 contains 649 members 
Mstep: Class 11 contains 146837 members 
Mstep: Class 12 contains 1705 members 
Mstep: Class 16 contains 13539 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 72241 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 23 contains 13996 members 
Entering Unmasked Estep 
Score: -41747644.000000 Penalty: 37110.882812
Splitting cluster 23 changes total score from -41748136.000000 to -41747644.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 183532 members 
Mstep: Class 2 contains 14170 members 
Mstep: Class 3 contains 9158 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 8006 members 
Mstep: Class 6 contains 168285 members 
Mstep: Class 7 contains 3842 members 
Mstep: Class 8 contains 7808 members 
Mstep: Class 9 contains 29901 members 
Mstep: Class 11 contains 146837 members 
Mstep: Class 12 contains 1705 members 
Mstep: Class 16 contains 13539 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 72241 members 
Mstep: Class 21 contains 2289 members 
Mstep: Class 23 contains 14645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41748260.000000 Penalty: 34927.890625
Iteration 79Q: 17 clusters Score -4.174826e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 183309 members 
Mstep: Class 2 contains 13930 members 
Mstep: Class 3 contains 9147 members 
Mstep: Class 4 contains 5412 members 
Mstep: Class 5 contains 8006 members 
Mstep: Class 6 contains 168204 members 
Mstep: Class 7 contains 3843 members 
Mstep: Class 8 contains 7775 members 
Mstep: Class 9 contains 29857 members 
Mstep: Class 11 contains 147437 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 16 contains 13632 members 
Mstep: Class 17 contains 1326 members 
Mstep: Class 18 contains 72175 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 23 contains 14636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41748408.000000 Penalty: 34927.890625
Iteration 80F: 17 clusters Score -4.174841e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 183083 members 
Mstep: Class 2 contains 13699 members 
Mstep: Class 3 contains 9142 members 
Mstep: Class 4 contains 5424 members 
Mstep: Class 5 contains 8007 members 
Mstep: Class 6 contains 168098 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 7739 members 
Mstep: Class 9 contains 29819 members 
Mstep: Class 11 contains 148053 members 
Mstep: Class 12 contains 1697 members 
Mstep: Class 16 contains 13716 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 72094 members 
Mstep: Class 21 contains 2320 members 
Mstep: Class 23 contains 14629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41748604.000000 Penalty: 34927.890625
Iteration 81Q: 17 clusters Score -4.17486e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 182803 members 
Mstep: Class 2 contains 13464 members 
Mstep: Class 3 contains 9132 members 
Mstep: Class 4 contains 5432 members 
Mstep: Class 5 contains 8005 members 
Mstep: Class 6 contains 168008 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 7710 members 
Mstep: Class 9 contains 29784 members 
Mstep: Class 11 contains 148697 members 
Mstep: Class 12 contains 1694 members 
Mstep: Class 16 contains 13799 members 
Mstep: Class 17 contains 1324 members 
Mstep: Class 18 contains 72018 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 23 contains 14626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41748592.000000 Penalty: 34927.890625
Iteration 82Q: 17 clusters Score -4.174859e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 182497 members 
Mstep: Class 2 contains 13231 members 
Mstep: Class 3 contains 9117 members 
Mstep: Class 4 contains 5444 members 
Mstep: Class 5 contains 8003 members 
Mstep: Class 6 contains 167924 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 7679 members 
Mstep: Class 9 contains 29758 members 
Mstep: Class 11 contains 149360 members 
Mstep: Class 12 contains 1695 members 
Mstep: Class 16 contains 13879 members 
Mstep: Class 17 contains 1321 members 
Mstep: Class 18 contains 71942 members 
Mstep: Class 21 contains 2370 members 
Mstep: Class 23 contains 14625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41748592.000000 Penalty: 34927.890625
Iteration 83Q: 17 clusters Score -4.174859e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 182208 members 
Mstep: Class 2 contains 12998 members 
Mstep: Class 3 contains 9103 members 
Mstep: Class 4 contains 5454 members 
Mstep: Class 5 contains 8001 members 
Mstep: Class 6 contains 167841 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 7646 members 
Mstep: Class 9 contains 29727 members 
Mstep: Class 11 contains 150006 members 
Mstep: Class 12 contains 1696 members 
Mstep: Class 16 contains 13959 members 
Mstep: Class 17 contains 1317 members 
Mstep: Class 18 contains 71886 members 
Mstep: Class 21 contains 2391 members 
Mstep: Class 23 contains 14614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41748596.000000 Penalty: 34927.890625
Iteration 84Q: 17 clusters Score -4.17486e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 181904 members 
Mstep: Class 2 contains 12751 members 
Mstep: Class 3 contains 9087 members 
Mstep: Class 4 contains 5463 members 
Mstep: Class 5 contains 8000 members 
Mstep: Class 6 contains 167758 members 
Mstep: Class 7 contains 3843 members 
Mstep: Class 8 contains 7622 members 
Mstep: Class 9 contains 29697 members 
Mstep: Class 11 contains 150653 members 
Mstep: Class 12 contains 1698 members 
Mstep: Class 16 contains 14050 members 
Mstep: Class 17 contains 1317 members 
Mstep: Class 18 contains 71826 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 23 contains 14611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41748588.000000 Penalty: 34927.890625
Iteration 85Q: 17 clusters Score -4.174859e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 181580 members 
Mstep: Class 2 contains 12515 members 
Mstep: Class 3 contains 9063 members 
Mstep: Class 4 contains 5467 members 
Mstep: Class 5 contains 7999 members 
Mstep: Class 6 contains 167645 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 7600 members 
Mstep: Class 9 contains 29656 members 
Mstep: Class 11 contains 151384 members 
Mstep: Class 12 contains 1698 members 
Mstep: Class 16 contains 14130 members 
Mstep: Class 17 contains 1311 members 
Mstep: Class 18 contains 71758 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 23 contains 14606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41748668.000000 Penalty: 34927.890625
Iteration 86Q: 17 clusters Score -4.174867e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 181211 members 
Mstep: Class 2 contains 12303 members 
Mstep: Class 3 contains 9044 members 
Mstep: Class 4 contains 5472 members 
Mstep: Class 5 contains 7999 members 
Mstep: Class 6 contains 167522 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 29617 members 
Mstep: Class 11 contains 152132 members 
Mstep: Class 12 contains 1698 members 
Mstep: Class 16 contains 14212 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 71689 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 23 contains 14601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41748752.000000 Penalty: 34927.890625
Iteration 87Q: 17 clusters Score -4.174875e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 180829 members 
Mstep: Class 2 contains 12096 members 
Mstep: Class 3 contains 9027 members 
Mstep: Class 4 contains 5478 members 
Mstep: Class 5 contains 7998 members 
Mstep: Class 6 contains 167392 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 7559 members 
Mstep: Class 9 contains 29583 members 
Mstep: Class 11 contains 152885 members 
Mstep: Class 12 contains 1696 members 
Mstep: Class 16 contains 14288 members 
Mstep: Class 17 contains 1313 members 
Mstep: Class 18 contains 71629 members 
Mstep: Class 21 contains 2474 members 
Mstep: Class 23 contains 14598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41748828.000000 Penalty: 34927.890625
Iteration 88Q: 17 clusters Score -4.174883e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 180414 members 
Mstep: Class 2 contains 11908 members 
Mstep: Class 3 contains 8998 members 
Mstep: Class 4 contains 5480 members 
Mstep: Class 5 contains 7998 members 
Mstep: Class 6 contains 167280 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 7538 members 
Mstep: Class 9 contains 29554 members 
Mstep: Class 11 contains 153625 members 
Mstep: Class 12 contains 1697 members 
Mstep: Class 16 contains 14372 members 
Mstep: Class 17 contains 1311 members 
Mstep: Class 18 contains 71572 members 
Mstep: Class 21 contains 2490 members 
Mstep: Class 23 contains 14598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749020.000000 Penalty: 34927.890625
Iteration 89Q: 17 clusters Score -4.174902e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 179968 members 
Mstep: Class 2 contains 11705 members 
Mstep: Class 3 contains 8963 members 
Mstep: Class 4 contains 5482 members 
Mstep: Class 5 contains 8000 members 
Mstep: Class 6 contains 167177 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 7508 members 
Mstep: Class 9 contains 29529 members 
Mstep: Class 11 contains 154397 members 
Mstep: Class 12 contains 1697 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 1304 members 
Mstep: Class 18 contains 71535 members 
Mstep: Class 21 contains 2507 members 
Mstep: Class 23 contains 14597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749132.000000 Penalty: 34927.890625
Iteration 90Q: 17 clusters Score -4.174913e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 179527 members 
Mstep: Class 2 contains 11503 members 
Mstep: Class 3 contains 8932 members 
Mstep: Class 4 contains 5482 members 
Mstep: Class 5 contains 7997 members 
Mstep: Class 6 contains 167083 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 7485 members 
Mstep: Class 9 contains 29498 members 
Mstep: Class 11 contains 155131 members 
Mstep: Class 12 contains 1696 members 
Mstep: Class 16 contains 14570 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 71494 members 
Mstep: Class 21 contains 2532 members 
Mstep: Class 23 contains 14597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749164.000000 Penalty: 34927.890625
Iteration 91Q: 17 clusters Score -4.174916e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 179086 members 
Mstep: Class 2 contains 11281 members 
Mstep: Class 3 contains 8909 members 
Mstep: Class 4 contains 5484 members 
Mstep: Class 5 contains 7996 members 
Mstep: Class 6 contains 166992 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 7463 members 
Mstep: Class 9 contains 29481 members 
Mstep: Class 11 contains 155866 members 
Mstep: Class 12 contains 1693 members 
Mstep: Class 16 contains 14682 members 
Mstep: Class 17 contains 1312 members 
Mstep: Class 18 contains 71452 members 
Mstep: Class 21 contains 2550 members 
Mstep: Class 23 contains 14587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749124.000000 Penalty: 34927.890625
Iteration 92Q: 17 clusters Score -4.174912e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 178632 members 
Mstep: Class 2 contains 11074 members 
Mstep: Class 3 contains 8881 members 
Mstep: Class 4 contains 5490 members 
Mstep: Class 5 contains 7996 members 
Mstep: Class 6 contains 166892 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 7447 members 
Mstep: Class 9 contains 29462 members 
Mstep: Class 11 contains 156621 members 
Mstep: Class 12 contains 1693 members 
Mstep: Class 16 contains 14785 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 71396 members 
Mstep: Class 21 contains 2572 members 
Mstep: Class 23 contains 14581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749120.000000 Penalty: 34927.890625
Iteration 93Q: 17 clusters Score -4.174912e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 178256 members 
Mstep: Class 2 contains 10873 members 
Mstep: Class 3 contains 8849 members 
Mstep: Class 4 contains 5498 members 
Mstep: Class 5 contains 7996 members 
Mstep: Class 6 contains 166782 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 7425 members 
Mstep: Class 9 contains 29432 members 
Mstep: Class 11 contains 157307 members 
Mstep: Class 12 contains 1692 members 
Mstep: Class 16 contains 14900 members 
Mstep: Class 17 contains 1307 members 
Mstep: Class 18 contains 71349 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 23 contains 14576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749272.000000 Penalty: 34927.890625
Iteration 94Q: 17 clusters Score -4.174927e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 177878 members 
Mstep: Class 2 contains 10706 members 
Mstep: Class 3 contains 8834 members 
Mstep: Class 4 contains 5506 members 
Mstep: Class 5 contains 7997 members 
Mstep: Class 6 contains 166622 members 
Mstep: Class 7 contains 3860 members 
Mstep: Class 8 contains 7393 members 
Mstep: Class 9 contains 29398 members 
Mstep: Class 11 contains 157986 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 16 contains 15026 members 
Mstep: Class 17 contains 1306 members 
Mstep: Class 18 contains 71293 members 
Mstep: Class 21 contains 2619 members 
Mstep: Class 23 contains 14577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749232.000000 Penalty: 34927.890625
Iteration 95Q: 17 clusters Score -4.174923e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 177477 members 
Mstep: Class 2 contains 10507 members 
Mstep: Class 3 contains 8827 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 7996 members 
Mstep: Class 6 contains 166488 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 7370 members 
Mstep: Class 9 contains 29353 members 
Mstep: Class 11 contains 158707 members 
Mstep: Class 12 contains 1688 members 
Mstep: Class 16 contains 15155 members 
Mstep: Class 17 contains 1301 members 
Mstep: Class 18 contains 71231 members 
Mstep: Class 21 contains 2647 members 
Mstep: Class 23 contains 14571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749316.000000 Penalty: 34927.890625
Iteration 96Q: 17 clusters Score -4.174932e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 177048 members 
Mstep: Class 2 contains 10338 members 
Mstep: Class 3 contains 8824 members 
Mstep: Class 4 contains 5514 members 
Mstep: Class 5 contains 7997 members 
Mstep: Class 6 contains 166363 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 9 contains 29316 members 
Mstep: Class 11 contains 159391 members 
Mstep: Class 12 contains 1687 members 
Mstep: Class 16 contains 15273 members 
Mstep: Class 17 contains 1297 members 
Mstep: Class 18 contains 71196 members 
Mstep: Class 21 contains 2673 members 
Mstep: Class 23 contains 14567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749264.000000 Penalty: 34927.890625
Iteration 97Q: 17 clusters Score -4.174926e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 176608 members 
Mstep: Class 2 contains 10165 members 
Mstep: Class 3 contains 8796 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 7998 members 
Mstep: Class 6 contains 166256 members 
Mstep: Class 7 contains 3863 members 
Mstep: Class 8 contains 7309 members 
Mstep: Class 9 contains 29275 members 
Mstep: Class 11 contains 160091 members 
Mstep: Class 12 contains 1686 members 
Mstep: Class 16 contains 15400 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 71173 members 
Mstep: Class 21 contains 2688 members 
Mstep: Class 23 contains 14565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749392.000000 Penalty: 34927.890625
Iteration 98Q: 17 clusters Score -4.174939e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 176167 members 
Mstep: Class 2 contains 9993 members 
Mstep: Class 3 contains 8775 members 
Mstep: Class 4 contains 5519 members 
Mstep: Class 5 contains 7999 members 
Mstep: Class 6 contains 166116 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 7268 members 
Mstep: Class 9 contains 29252 members 
Mstep: Class 11 contains 160830 members 
Mstep: Class 12 contains 1686 members 
Mstep: Class 16 contains 15523 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 71128 members 
Mstep: Class 21 contains 2715 members 
Mstep: Class 23 contains 14567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749528.000000 Penalty: 34927.890625
Iteration 99Q: 17 clusters Score -4.174953e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 175716 members 
Mstep: Class 2 contains 9830 members 
Mstep: Class 3 contains 8761 members 
Mstep: Class 4 contains 5517 members 
Mstep: Class 5 contains 8003 members 
Mstep: Class 6 contains 165987 members 
Mstep: Class 7 contains 3864 members 
Mstep: Class 8 contains 7230 members 
Mstep: Class 9 contains 29220 members 
Mstep: Class 11 contains 161553 members 
Mstep: Class 12 contains 1686 members 
Mstep: Class 16 contains 15618 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 71091 members 
Mstep: Class 21 contains 2760 members 
Mstep: Class 23 contains 14564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749572.000000 Penalty: 34927.890625
Iteration 100F: 17 clusters Score -4.174957e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 175279 members 
Mstep: Class 2 contains 9682 members 
Mstep: Class 3 contains 8740 members 
Mstep: Class 4 contains 5519 members 
Mstep: Class 5 contains 8004 members 
Mstep: Class 6 contains 165873 members 
Mstep: Class 7 contains 3868 members 
Mstep: Class 8 contains 7203 members 
Mstep: Class 9 contains 29181 members 
Mstep: Class 11 contains 162254 members 
Mstep: Class 12 contains 1685 members 
Mstep: Class 16 contains 15704 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 71049 members 
Mstep: Class 21 contains 2793 members 
Mstep: Class 23 contains 14564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749556.000000 Penalty: 34927.890625
Iteration 101Q: 17 clusters Score -4.174956e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 174823 members 
Mstep: Class 2 contains 9560 members 
Mstep: Class 3 contains 8734 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 8001 members 
Mstep: Class 6 contains 165766 members 
Mstep: Class 7 contains 3868 members 
Mstep: Class 8 contains 7167 members 
Mstep: Class 9 contains 29135 members 
Mstep: Class 11 contains 162947 members 
Mstep: Class 12 contains 1685 members 
Mstep: Class 16 contains 15795 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 71015 members 
Mstep: Class 21 contains 2826 members 
Mstep: Class 23 contains 14558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749632.000000 Penalty: 34927.890625
Iteration 102Q: 17 clusters Score -4.174963e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 174351 members 
Mstep: Class 2 contains 9428 members 
Mstep: Class 3 contains 8707 members 
Mstep: Class 4 contains 5523 members 
Mstep: Class 5 contains 8001 members 
Mstep: Class 6 contains 165670 members 
Mstep: Class 7 contains 3870 members 
Mstep: Class 8 contains 7139 members 
Mstep: Class 9 contains 29100 members 
Mstep: Class 11 contains 163645 members 
Mstep: Class 12 contains 1684 members 
Mstep: Class 16 contains 15878 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 70980 members 
Mstep: Class 21 contains 2867 members 
Mstep: Class 23 contains 14557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749504.000000 Penalty: 34927.890625
Iteration 103Q: 17 clusters Score -4.17495e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 173851 members 
Mstep: Class 2 contains 9297 members 
Mstep: Class 3 contains 8671 members 
Mstep: Class 4 contains 5526 members 
Mstep: Class 5 contains 8002 members 
Mstep: Class 6 contains 165580 members 
Mstep: Class 7 contains 3869 members 
Mstep: Class 8 contains 7111 members 
Mstep: Class 9 contains 29073 members 
Mstep: Class 11 contains 164332 members 
Mstep: Class 12 contains 1682 members 
Mstep: Class 16 contains 15965 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 70961 members 
Mstep: Class 21 contains 2917 members 
Mstep: Class 23 contains 14558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749600.000000 Penalty: 34927.890625
Iteration 104Q: 17 clusters Score -4.17496e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 173323 members 
Mstep: Class 2 contains 9173 members 
Mstep: Class 3 contains 8640 members 
Mstep: Class 4 contains 5527 members 
Mstep: Class 5 contains 8000 members 
Mstep: Class 6 contains 165475 members 
Mstep: Class 7 contains 3866 members 
Mstep: Class 8 contains 7090 members 
Mstep: Class 9 contains 29048 members 
Mstep: Class 11 contains 165061 members 
Mstep: Class 12 contains 1681 members 
Mstep: Class 16 contains 16052 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 70936 members 
Mstep: Class 21 contains 2965 members 
Mstep: Class 23 contains 14560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749672.000000 Penalty: 34927.890625
Iteration 105Q: 17 clusters Score -4.174967e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 172789 members 
Mstep: Class 2 contains 9049 members 
Mstep: Class 3 contains 8598 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 7998 members 
Mstep: Class 6 contains 165345 members 
Mstep: Class 7 contains 3864 members 
Mstep: Class 8 contains 7053 members 
Mstep: Class 9 contains 29017 members 
Mstep: Class 11 contains 165833 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 16 contains 16147 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 70913 members 
Mstep: Class 21 contains 3019 members 
Mstep: Class 23 contains 14568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749824.000000 Penalty: 34927.890625
Iteration 106Q: 17 clusters Score -4.174982e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 172253 members 
Mstep: Class 2 contains 8920 members 
Mstep: Class 3 contains 8569 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 7990 members 
Mstep: Class 6 contains 165236 members 
Mstep: Class 7 contains 3867 members 
Mstep: Class 8 contains 7027 members 
Mstep: Class 9 contains 28991 members 
Mstep: Class 11 contains 166555 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 16 contains 16238 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 70896 members 
Mstep: Class 21 contains 3083 members 
Mstep: Class 23 contains 14570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41750028.000000 Penalty: 34927.890625
Iteration 107Q: 17 clusters Score -4.175003e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 171665 members 
Mstep: Class 2 contains 8770 members 
Mstep: Class 3 contains 8549 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 7986 members 
Mstep: Class 6 contains 165106 members 
Mstep: Class 7 contains 3869 members 
Mstep: Class 8 contains 6989 members 
Mstep: Class 9 contains 28966 members 
Mstep: Class 11 contains 167366 members 
Mstep: Class 12 contains 1676 members 
Mstep: Class 16 contains 16341 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 70881 members 
Mstep: Class 21 contains 3138 members 
Mstep: Class 23 contains 14576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41750104.000000 Penalty: 34927.890625
Iteration 108Q: 17 clusters Score -4.17501e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 171101 members 
Mstep: Class 2 contains 8623 members 
Mstep: Class 3 contains 8519 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 7985 members 
Mstep: Class 6 contains 164999 members 
Mstep: Class 7 contains 3868 members 
Mstep: Class 8 contains 6957 members 
Mstep: Class 9 contains 28934 members 
Mstep: Class 11 contains 168112 members 
Mstep: Class 12 contains 1676 members 
Mstep: Class 16 contains 16448 members 
Mstep: Class 17 contains 1290 members 
Mstep: Class 18 contains 70868 members 
Mstep: Class 21 contains 3209 members 
Mstep: Class 23 contains 14581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41749988.000000 Penalty: 34927.890625
Iteration 109Q: 17 clusters Score -4.174999e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 170494 members 
Mstep: Class 2 contains 8490 members 
Mstep: Class 3 contains 8487 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 7986 members 
Mstep: Class 6 contains 164887 members 
Mstep: Class 7 contains 3867 members 
Mstep: Class 8 contains 6933 members 
Mstep: Class 9 contains 28895 members 
Mstep: Class 11 contains 168894 members 
Mstep: Class 12 contains 1674 members 
Mstep: Class 16 contains 16549 members 
Mstep: Class 17 contains 1286 members 
Mstep: Class 18 contains 70847 members 
Mstep: Class 21 contains 3299 members 
Mstep: Class 23 contains 14585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41750136.000000 Penalty: 34927.890625
Iteration 110Q: 17 clusters Score -4.175014e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 169896 members 
Mstep: Class 2 contains 8366 members 
Mstep: Class 3 contains 8453 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 7987 members 
Mstep: Class 6 contains 164790 members 
Mstep: Class 7 contains 3863 members 
Mstep: Class 8 contains 6897 members 
Mstep: Class 9 contains 28847 members 
Mstep: Class 11 contains 169648 members 
Mstep: Class 12 contains 1672 members 
Mstep: Class 16 contains 16656 members 
Mstep: Class 17 contains 1286 members 
Mstep: Class 18 contains 70829 members 
Mstep: Class 21 contains 3394 members 
Mstep: Class 23 contains 14589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41750084.000000 Penalty: 34927.890625
Iteration 111Q: 17 clusters Score -4.175008e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 169276 members 
Mstep: Class 2 contains 8231 members 
Mstep: Class 3 contains 8415 members 
Mstep: Class 4 contains 5513 members 
Mstep: Class 5 contains 7986 members 
Mstep: Class 6 contains 164727 members 
Mstep: Class 7 contains 3863 members 
Mstep: Class 8 contains 6865 members 
Mstep: Class 9 contains 28808 members 
Mstep: Class 11 contains 170419 members 
Mstep: Class 12 contains 1671 members 
Mstep: Class 16 contains 16747 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 70819 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 23 contains 14586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41750056.000000 Penalty: 34927.890625
Iteration 112Q: 17 clusters Score -4.175006e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 168661 members 
Mstep: Class 2 contains 8095 members 
Mstep: Class 3 contains 8376 members 
Mstep: Class 4 contains 5507 members 
Mstep: Class 5 contains 7985 members 
Mstep: Class 6 contains 164683 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 6830 members 
Mstep: Class 9 contains 28782 members 
Mstep: Class 11 contains 171169 members 
Mstep: Class 12 contains 1668 members 
Mstep: Class 16 contains 16836 members 
Mstep: Class 17 contains 1282 members 
Mstep: Class 18 contains 70811 members 
Mstep: Class 21 contains 3562 members 
Mstep: Class 23 contains 14583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41750188.000000 Penalty: 34927.890625
Iteration 113Q: 17 clusters Score -4.175019e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 167994 members 
Mstep: Class 2 contains 7968 members 
Mstep: Class 3 contains 8339 members 
Mstep: Class 4 contains 5506 members 
Mstep: Class 5 contains 7985 members 
Mstep: Class 6 contains 164588 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 6794 members 
Mstep: Class 9 contains 28747 members 
Mstep: Class 11 contains 172027 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 16 contains 16926 members 
Mstep: Class 17 contains 1287 members 
Mstep: Class 18 contains 70786 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 23 contains 14583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41750312.000000 Penalty: 34927.890625
Iteration 114Q: 17 clusters Score -4.175031e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 167327 members 
Mstep: Class 2 contains 7852 members 
Mstep: Class 3 contains 8303 members 
Mstep: Class 4 contains 5498 members 
Mstep: Class 5 contains 7985 members 
Mstep: Class 6 contains 164513 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 6767 members 
Mstep: Class 9 contains 28719 members 
Mstep: Class 11 contains 172827 members 
Mstep: Class 12 contains 1663 members 
Mstep: Class 16 contains 17018 members 
Mstep: Class 17 contains 1288 members 
Mstep: Class 18 contains 70764 members 
Mstep: Class 21 contains 3731 members 
Mstep: Class 23 contains 14580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41750532.000000 Penalty: 34927.890625
Iteration 115Q: 17 clusters Score -4.175053e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 166683 members 
Mstep: Class 2 contains 7735 members 
Mstep: Class 3 contains 8240 members 
Mstep: Class 4 contains 5487 members 
Mstep: Class 5 contains 7984 members 
Mstep: Class 6 contains 164446 members 
Mstep: Class 7 contains 3853 members 
Mstep: Class 8 contains 6743 members 
Mstep: Class 9 contains 28677 members 
Mstep: Class 11 contains 173625 members 
Mstep: Class 12 contains 1662 members 
Mstep: Class 16 contains 17107 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 70721 members 
Mstep: Class 21 contains 3853 members 
Mstep: Class 23 contains 14583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41750724.000000 Penalty: 34927.890625
Iteration 116Q: 17 clusters Score -4.175072e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 166028 members 
Mstep: Class 2 contains 7625 members 
Mstep: Class 3 contains 8194 members 
Mstep: Class 4 contains 5467 members 
Mstep: Class 5 contains 7985 members 
Mstep: Class 6 contains 164354 members 
Mstep: Class 7 contains 3855 members 
Mstep: Class 8 contains 6715 members 
Mstep: Class 9 contains 28631 members 
Mstep: Class 11 contains 174496 members 
Mstep: Class 12 contains 1660 members 
Mstep: Class 16 contains 17189 members 
Mstep: Class 17 contains 1290 members 
Mstep: Class 18 contains 70665 members 
Mstep: Class 21 contains 3957 members 
Mstep: Class 23 contains 14580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41750724.000000 Penalty: 34927.890625
Iteration 117Q: 17 clusters Score -4.175072e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 165350 members 
Mstep: Class 2 contains 7499 members 
Mstep: Class 3 contains 8154 members 
Mstep: Class 4 contains 5447 members 
Mstep: Class 5 contains 7983 members 
Mstep: Class 6 contains 164240 members 
Mstep: Class 7 contains 3851 members 
Mstep: Class 8 contains 6694 members 
Mstep: Class 9 contains 28585 members 
Mstep: Class 11 contains 175421 members 
Mstep: Class 12 contains 1657 members 
Mstep: Class 16 contains 17247 members 
Mstep: Class 17 contains 1288 members 
Mstep: Class 18 contains 70624 members 
Mstep: Class 21 contains 4077 members 
Mstep: Class 23 contains 14574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41750852.000000 Penalty: 34927.890625
Iteration 118Q: 17 clusters Score -4.175085e+07 nChanged 1599
Entering ConstructFrom: 
Score: -41750852.000000 Penalty: 34927.890625
Entering ConstructFrom: 
Trying to split cluster 1 (164681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164681 members 
Entering Unmasked Estep 
Score: -10352390.000000 Penalty: 1951.911865
	Iteration 0F: 2 clusters Score -1.035239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82279 members 
Mstep: Class 2 contains 82402 members 
Entering Unmasked Estep 
Score: -10242019.000000 Penalty: 3903.823730
	Iteration 0F: 3 clusters Score -1.024202e+07 nChanged 79668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81633 members 
Mstep: Class 2 contains 83048 members 
Entering Unmasked Estep 
Score: -10288721.000000 Penalty: 3903.823730
	Iteration 1F: 3 clusters Score -1.028872e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80887 members 
Mstep: Class 2 contains 83794 members 
Entering Unmasked Estep 
Score: -10289544.000000 Penalty: 3903.823730
	Iteration 2Q: 3 clusters Score -1.028954e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79629 members 
Mstep: Class 2 contains 85052 members 
Entering Unmasked Estep 
Score: -10290621.000000 Penalty: 3903.823730
	Iteration 3Q: 3 clusters Score -1.029062e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77677 members 
Mstep: Class 2 contains 87004 members 
Entering Unmasked Estep 
Score: -10292077.000000 Penalty: 3903.823730
	Iteration 4Q: 3 clusters Score -1.029208e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74844 members 
Mstep: Class 2 contains 89837 members 
Entering Unmasked Estep 
Score: -10294474.000000 Penalty: 3903.823730
	Iteration 5Q: 3 clusters Score -1.029447e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70594 members 
Mstep: Class 2 contains 94087 members 
Entering Unmasked Estep 
Score: -10298464.000000 Penalty: 3903.823730
	Iteration 6Q: 3 clusters Score -1.029846e+07 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 99826 members 
Entering Unmasked Estep 
Score: -10304325.000000 Penalty: 3903.823730
	Iteration 7F: 3 clusters Score -1.030432e+07 nChanged 11010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 106900 members 
Entering Unmasked Estep 
Score: -10312684.000000 Penalty: 3903.823730
	Iteration 8F: 3 clusters Score -1.031268e+07 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 113954 members 
Entering Unmasked Estep 
Score: -10321988.000000 Penalty: 3903.823730
	Iteration 9F: 3 clusters Score -1.032199e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 119493 members 
Entering Unmasked Estep 
Score: -10329011.000000 Penalty: 3903.823730
	Iteration 10F: 3 clusters Score -1.032901e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 123618 members 
Entering Unmasked Estep 
Score: -10333272.000000 Penalty: 3903.823730
	Iteration 11Q: 3 clusters Score -1.033327e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 127105 members 
Entering Unmasked Estep 
Score: -10335673.000000 Penalty: 3903.823730
	Iteration 12Q: 3 clusters Score -1.033567e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 130198 members 
Entering Unmasked Estep 
Score: -10337468.000000 Penalty: 3903.823730
	Iteration 13Q: 3 clusters Score -1.033747e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 133156 members 
Entering Unmasked Estep 
Score: -10339275.000000 Penalty: 3903.823730
	Iteration 14Q: 3 clusters Score -1.033928e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 135999 members 
Entering Unmasked Estep 
Score: -10341200.000000 Penalty: 3903.823730
	Iteration 15Q: 3 clusters Score -1.03412e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 138557 members 
Entering Unmasked Estep 
Score: -10342662.000000 Penalty: 3903.823730
	Iteration 16Q: 3 clusters Score -1.034266e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 140921 members 
Entering Unmasked Estep 
Score: -10344030.000000 Penalty: 3903.823730
	Iteration 17Q: 3 clusters Score -1.034403e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 143037 members 
Entering Unmasked Estep 
Score: -10345121.000000 Penalty: 3903.823730
	Iteration 18Q: 3 clusters Score -1.034512e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 144878 members 
Entering Unmasked Estep 
Score: -10346032.000000 Penalty: 3903.823730
	Iteration 19Q: 3 clusters Score -1.034603e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 146512 members 
Entering Unmasked Estep 
Score: -10346625.000000 Penalty: 3903.823730
	Iteration 20F: 3 clusters Score -1.034662e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 147945 members 
Entering Unmasked Estep 
Score: -10347127.000000 Penalty: 3903.823730
	Iteration 21Q: 3 clusters Score -1.034713e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 149311 members 
Entering Unmasked Estep 
Score: -10347615.000000 Penalty: 3903.823730
	Iteration 22Q: 3 clusters Score -1.034762e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 150584 members 
Entering Unmasked Estep 
Score: -10348003.000000 Penalty: 3903.823730
	Iteration 23Q: 3 clusters Score -1.0348e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 151749 members 
Entering Unmasked Estep 
Score: -10348337.000000 Penalty: 3903.823730
	Iteration 24Q: 3 clusters Score -1.034834e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 152861 members 
Entering Unmasked Estep 
Score: -10348619.000000 Penalty: 3903.823730
	Iteration 25Q: 3 clusters Score -1.034862e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 153877 members 
Entering Unmasked Estep 
Score: -10348934.000000 Penalty: 3903.823730
	Iteration 26Q: 3 clusters Score -1.034893e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 154795 members 
Entering Unmasked Estep 
Score: -10349204.000000 Penalty: 3903.823730
	Iteration 27Q: 3 clusters Score -1.03492e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 155658 members 
Entering Unmasked Estep 
Score: -10349468.000000 Penalty: 3903.823730
	Iteration 28Q: 3 clusters Score -1.034947e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 156367 members 
Entering Unmasked Estep 
Score: -10349621.000000 Penalty: 3903.823730
	Iteration 29Q: 3 clusters Score -1.034962e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 157010 members 
Entering Unmasked Estep 
Score: -10349789.000000 Penalty: 3903.823730
	Iteration 30Q: 3 clusters Score -1.034979e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 157613 members 
Entering Unmasked Estep 
Score: -10349955.000000 Penalty: 3903.823730
	Iteration 31Q: 3 clusters Score -1.034996e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 158152 members 
Entering Unmasked Estep 
Score: -10350104.000000 Penalty: 3903.823730
	Iteration 32Q: 3 clusters Score -1.03501e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 158657 members 
Entering Unmasked Estep 
Score: -10350270.000000 Penalty: 3903.823730
	Iteration 33Q: 3 clusters Score -1.035027e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 159120 members 
Entering Unmasked Estep 
Score: -10350373.000000 Penalty: 3903.823730
	Iteration 34Q: 3 clusters Score -1.035037e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 159514 members 
Entering Unmasked Estep 
Score: -10350464.000000 Penalty: 3903.823730
	Iteration 35Q: 3 clusters Score -1.035046e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 159838 members 
Entering Unmasked Estep 
Score: -10350556.000000 Penalty: 3903.823730
	Iteration 36Q: 3 clusters Score -1.035056e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 160118 members 
Entering Unmasked Estep 
Score: -10350633.000000 Penalty: 3903.823730
	Iteration 37Q: 3 clusters Score -1.035063e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 160352 members 
Entering Unmasked Estep 
Score: -10350688.000000 Penalty: 3903.823730
	Iteration 38Q: 3 clusters Score -1.035069e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 160584 members 
Entering Unmasked Estep 
Score: -10350695.000000 Penalty: 3903.823730
	Iteration 39Q: 3 clusters Score -1.03507e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 160795 members 
Entering Unmasked Estep 
Score: -10350731.000000 Penalty: 3903.823730
	Iteration 40F: 3 clusters Score -1.035073e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 161004 members 
Entering Unmasked Estep 
Score: -10350771.000000 Penalty: 3903.823730
	Iteration 41Q: 3 clusters Score -1.035077e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 161191 members 
Entering Unmasked Estep 
Score: -10350824.000000 Penalty: 3903.823730
	Iteration 42Q: 3 clusters Score -1.035082e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 161347 members 
Entering Unmasked Estep 
Score: -10350846.000000 Penalty: 3903.823730
	Iteration 43Q: 3 clusters Score -1.035085e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 161492 members 
Entering Unmasked Estep 
Score: -10350858.000000 Penalty: 3903.823730
	Iteration 44Q: 3 clusters Score -1.035086e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 161629 members 
Entering Unmasked Estep 
Score: -10350902.000000 Penalty: 3903.823730
	Iteration 45Q: 3 clusters Score -1.03509e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 161740 members 
Entering Unmasked Estep 
Score: -10350911.000000 Penalty: 3903.823730
	Iteration 46Q: 3 clusters Score -1.035091e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 161849 members 
Entering Unmasked Estep 
Score: -10350907.000000 Penalty: 3903.823730
	Iteration 47Q: 3 clusters Score -1.035091e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 161944 members 
Entering Unmasked Estep 
Score: -10350931.000000 Penalty: 3903.823730
	Iteration 48Q: 3 clusters Score -1.035093e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 162024 members 
Entering Unmasked Estep 
Score: -10350954.000000 Penalty: 3903.823730
	Iteration 49Q: 3 clusters Score -1.035095e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 162085 members 
Entering Unmasked Estep 
Score: -10350978.000000 Penalty: 3903.823730
	Iteration 50Q: 3 clusters Score -1.035098e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 162133 members 
Entering Unmasked Estep 
Score: -10350986.000000 Penalty: 3903.823730
	Iteration 51Q: 3 clusters Score -1.035099e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 162186 members 
Entering Unmasked Estep 
Score: -10350986.000000 Penalty: 3903.823730
	Iteration 52Q: 3 clusters Score -1.035099e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 162232 members 
Entering Unmasked Estep 
Score: -10350981.000000 Penalty: 3903.823730
	Iteration 53Q: 3 clusters Score -1.035098e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 162278 members 
Entering Unmasked Estep 
Score: -10350990.000000 Penalty: 3903.823730
	Iteration 54Q: 3 clusters Score -1.035099e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 162319 members 
Entering Unmasked Estep 
Score: -10351004.000000 Penalty: 3903.823730
	Iteration 55Q: 3 clusters Score -1.0351e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 162353 members 
Entering Unmasked Estep 
Score: -10351028.000000 Penalty: 3903.823730
	Iteration 56Q: 3 clusters Score -1.035103e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 162383 members 
Entering Unmasked Estep 
Score: -10351027.000000 Penalty: 3903.823730
	Iteration 57Q: 3 clusters Score -1.035103e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 162403 members 
Entering Unmasked Estep 
Score: -10351018.000000 Penalty: 3903.823730
	Iteration 58Q: 3 clusters Score -1.035102e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 162430 members 
Entering Unmasked Estep 
Score: -10351026.000000 Penalty: 3903.823730
	Iteration 59Q: 3 clusters Score -1.035103e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 162448 members 
Entering Unmasked Estep 
Score: -10351035.000000 Penalty: 3903.823730
	Iteration 60F: 3 clusters Score -1.035104e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 162467 members 
Entering Unmasked Estep 
Score: -10351020.000000 Penalty: 3903.823730
	Iteration 61Q: 3 clusters Score -1.035102e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 162484 members 
Entering Unmasked Estep 
Score: -10351023.000000 Penalty: 3903.823730
	Iteration 62Q: 3 clusters Score -1.035102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 162495 members 
Entering Unmasked Estep 
Score: -10351016.000000 Penalty: 3903.823730
	Iteration 63Q: 3 clusters Score -1.035102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 162502 members 
Entering Unmasked Estep 
Score: -10351020.000000 Penalty: 3903.823730
	Iteration 64Q: 3 clusters Score -1.035102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 162505 members 
Entering Unmasked Estep 
Score: -10351012.000000 Penalty: 3903.823730
	Iteration 65Q: 3 clusters Score -1.035101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 162506 members 
Entering Unmasked Estep 
Score: -10351013.000000 Penalty: 3903.823730
	Iteration 66Q: 3 clusters Score -1.035101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 162506 members 
Entering Unmasked Estep 
Score: -10351013.000000 Penalty: 3903.823730
	Iteration 67F: 3 clusters Score -1.035101e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Entering Unmasked Estep 
Score: -461537.875000 Penalty: 1446.869995
	Iteration 0F: 2 clusters Score -461537.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -456037.093750 Penalty: 2893.739990
	Iteration 0F: 3 clusters Score -456037.1 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -457739.687500 Penalty: 2893.739990
	Iteration 1F: 3 clusters Score -457739.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -457958.156250 Penalty: 2893.739990
	Iteration 2F: 3 clusters Score -457958.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -458136.062500 Penalty: 2893.739990
	Iteration 3F: 3 clusters Score -458136.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -458304.500000 Penalty: 2893.739990
	Iteration 4Q: 3 clusters Score -458304.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -458484.750000 Penalty: 2893.739990
	Iteration 5Q: 3 clusters Score -458484.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -458697.031250 Penalty: 2893.739990
	Iteration 6Q: 3 clusters Score -458697 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -458903.593750 Penalty: 2893.739990
	Iteration 7Q: 3 clusters Score -458903.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -459106.375000 Penalty: 2893.739990
	Iteration 8Q: 3 clusters Score -459106.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -459347.250000 Penalty: 2893.739990
	Iteration 9Q: 3 clusters Score -459347.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -459583.843750 Penalty: 2893.739990
	Iteration 10Q: 3 clusters Score -459583.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -459760.906250 Penalty: 2893.739990
	Iteration 11Q: 3 clusters Score -459760.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -459886.312500 Penalty: 2893.739990
	Iteration 12Q: 3 clusters Score -459886.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -459980.000000 Penalty: 2893.739990
	Iteration 13Q: 3 clusters Score -459980 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -460053.062500 Penalty: 2893.739990
	Iteration 14Q: 3 clusters Score -460053.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -460113.031250 Penalty: 2893.739990
	Iteration 15Q: 3 clusters Score -460113 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -460158.437500 Penalty: 2893.739990
	Iteration 16Q: 3 clusters Score -460158.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -460189.593750 Penalty: 2893.739990
	Iteration 17Q: 3 clusters Score -460189.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -460227.500000 Penalty: 2893.739990
	Iteration 18Q: 3 clusters Score -460227.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -460256.750000 Penalty: 2893.739990
	Iteration 19Q: 3 clusters Score -460256.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -460286.781250 Penalty: 2893.739990
	Iteration 20F: 3 clusters Score -460286.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -460314.312500 Penalty: 2893.739990
	Iteration 21Q: 3 clusters Score -460314.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -460331.906250 Penalty: 2893.739990
	Iteration 22Q: 3 clusters Score -460331.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -460351.218750 Penalty: 2893.739990
	Iteration 23Q: 3 clusters Score -460351.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -460365.281250 Penalty: 2893.739990
	Iteration 24Q: 3 clusters Score -460365.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -460373.343750 Penalty: 2893.739990
	Iteration 25Q: 3 clusters Score -460373.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -460379.031250 Penalty: 2893.739990
	Iteration 26Q: 3 clusters Score -460379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -460382.250000 Penalty: 2893.739990
	Iteration 27Q: 3 clusters Score -460382.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -460382.875000 Penalty: 2893.739990
	Iteration 28Q: 3 clusters Score -460382.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -460384.875000 Penalty: 2893.739990
	Iteration 29Q: 3 clusters Score -460384.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -460388.187500 Penalty: 2893.739990
	Iteration 30Q: 3 clusters Score -460388.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -460392.156250 Penalty: 2893.739990
	Iteration 31Q: 3 clusters Score -460392.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -460395.218750 Penalty: 2893.739990
	Iteration 32Q: 3 clusters Score -460395.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -460396.468750 Penalty: 2893.739990
	Iteration 33Q: 3 clusters Score -460396.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -460398.125000 Penalty: 2893.739990
	Iteration 34Q: 3 clusters Score -460398.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -460398.125000 Penalty: 2893.739990
	Iteration 35F: 3 clusters Score -460398.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Entering Unmasked Estep 
Score: -534321.062500 Penalty: 1462.858887
	Iteration 0F: 2 clusters Score -534321.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -528356.312500 Penalty: 2925.717773
	Iteration 0F: 3 clusters Score -528356.3 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -530127.000000 Penalty: 2925.717773
	Iteration 1F: 3 clusters Score -530127 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -530319.687500 Penalty: 2925.717773
	Iteration 2F: 3 clusters Score -530319.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -530448.250000 Penalty: 2925.717773
	Iteration 3Q: 3 clusters Score -530448.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -530566.000000 Penalty: 2925.717773
	Iteration 4Q: 3 clusters Score -530566 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -530671.687500 Penalty: 2925.717773
	Iteration 5Q: 3 clusters Score -530671.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -530765.250000 Penalty: 2925.717773
	Iteration 6Q: 3 clusters Score -530765.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -530845.687500 Penalty: 2925.717773
	Iteration 7Q: 3 clusters Score -530845.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -530940.375000 Penalty: 2925.717773
	Iteration 8Q: 3 clusters Score -530940.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -531060.750000 Penalty: 2925.717773
	Iteration 9Q: 3 clusters Score -531060.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -531207.125000 Penalty: 2925.717773
	Iteration 10Q: 3 clusters Score -531207.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -531380.875000 Penalty: 2925.717773
	Iteration 11Q: 3 clusters Score -531380.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -531584.812500 Penalty: 2925.717773
	Iteration 12Q: 3 clusters Score -531584.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -531875.000000 Penalty: 2925.717773
	Iteration 13Q: 3 clusters Score -531875 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -532140.000000 Penalty: 2925.717773
	Iteration 14Q: 3 clusters Score -532140 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -532351.937500 Penalty: 2925.717773
	Iteration 15Q: 3 clusters Score -532351.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -532525.750000 Penalty: 2925.717773
	Iteration 16Q: 3 clusters Score -532525.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -532671.750000 Penalty: 2925.717773
	Iteration 17Q: 3 clusters Score -532671.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -532779.562500 Penalty: 2925.717773
	Iteration 18Q: 3 clusters Score -532779.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -532861.500000 Penalty: 2925.717773
	Iteration 19Q: 3 clusters Score -532861.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -532912.437500 Penalty: 2925.717773
	Iteration 20F: 3 clusters Score -532912.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -532944.062500 Penalty: 2925.717773
	Iteration 21Q: 3 clusters Score -532944.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -532968.312500 Penalty: 2925.717773
	Iteration 22Q: 3 clusters Score -532968.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -532978.625000 Penalty: 2925.717773
	Iteration 23Q: 3 clusters Score -532978.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -532988.125000 Penalty: 2925.717773
	Iteration 24Q: 3 clusters Score -532988.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -532994.812500 Penalty: 2925.717773
	Iteration 25Q: 3 clusters Score -532994.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -532999.312500 Penalty: 2925.717773
	Iteration 26Q: 3 clusters Score -532999.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -533008.250000 Penalty: 2925.717773
	Iteration 27Q: 3 clusters Score -533008.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -533017.500000 Penalty: 2925.717773
	Iteration 28Q: 3 clusters Score -533017.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -533023.562500 Penalty: 2925.717773
	Iteration 29Q: 3 clusters Score -533023.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -533024.000000 Penalty: 2925.717773
	Iteration 30Q: 3 clusters Score -533024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -533026.187500 Penalty: 2925.717773
	Iteration 31Q: 3 clusters Score -533026.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -533029.250000 Penalty: 2925.717773
	Iteration 32Q: 3 clusters Score -533029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -533031.937500 Penalty: 2925.717773
	Iteration 33Q: 3 clusters Score -533031.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -533036.437500 Penalty: 2925.717773
	Iteration 34Q: 3 clusters Score -533036.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -533041.187500 Penalty: 2925.717773
	Iteration 35Q: 3 clusters Score -533041.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -533045.437500 Penalty: 2925.717773
	Iteration 36Q: 3 clusters Score -533045.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -533049.562500 Penalty: 2925.717773
	Iteration 37Q: 3 clusters Score -533049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -533051.875000 Penalty: 2925.717773
	Iteration 38Q: 3 clusters Score -533051.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -533056.937500 Penalty: 2925.717773
	Iteration 39Q: 3 clusters Score -533056.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -533064.687500 Penalty: 2925.717773
	Iteration 40F: 3 clusters Score -533064.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -533069.687500 Penalty: 2925.717773
	Iteration 41Q: 3 clusters Score -533069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -533072.625000 Penalty: 2925.717773
	Iteration 42Q: 3 clusters Score -533072.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -533074.875000 Penalty: 2925.717773
	Iteration 43Q: 3 clusters Score -533074.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -533077.687500 Penalty: 2925.717773
	Iteration 44Q: 3 clusters Score -533077.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -533079.187500 Penalty: 2925.717773
	Iteration 45Q: 3 clusters Score -533079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -533080.500000 Penalty: 2925.717773
	Iteration 46Q: 3 clusters Score -533080.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -533084.562500 Penalty: 2925.717773
	Iteration 47Q: 3 clusters Score -533084.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -533089.000000 Penalty: 2925.717773
	Iteration 48Q: 3 clusters Score -533089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -533091.312500 Penalty: 2925.717773
	Iteration 49Q: 3 clusters Score -533091.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -533093.562500 Penalty: 2925.717773
	Iteration 50Q: 3 clusters Score -533093.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -533093.562500 Penalty: 2925.717773
	Iteration 51F: 3 clusters Score -533093.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Entering Unmasked Estep 
Score: -349214.312500 Penalty: 1397.330566
	Iteration 0F: 2 clusters Score -349214.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -345001.375000 Penalty: 2794.661133
	Iteration 0F: 3 clusters Score -345001.4 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -346144.843750 Penalty: 2794.661133
	Iteration 1F: 3 clusters Score -346144.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -346333.875000 Penalty: 2794.661133
	Iteration 2F: 3 clusters Score -346333.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -346482.593750 Penalty: 2794.661133
	Iteration 3F: 3 clusters Score -346482.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -346617.375000 Penalty: 2794.661133
	Iteration 4Q: 3 clusters Score -346617.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -346778.531250 Penalty: 2794.661133
	Iteration 5Q: 3 clusters Score -346778.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -346952.718750 Penalty: 2794.661133
	Iteration 6Q: 3 clusters Score -346952.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -347125.468750 Penalty: 2794.661133
	Iteration 7Q: 3 clusters Score -347125.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -347302.687500 Penalty: 2794.661133
	Iteration 8Q: 3 clusters Score -347302.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -347479.812500 Penalty: 2794.661133
	Iteration 9Q: 3 clusters Score -347479.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -347647.625000 Penalty: 2794.661133
	Iteration 10Q: 3 clusters Score -347647.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -347768.218750 Penalty: 2794.661133
	Iteration 11Q: 3 clusters Score -347768.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -347842.281250 Penalty: 2794.661133
	Iteration 12Q: 3 clusters Score -347842.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -347900.906250 Penalty: 2794.661133
	Iteration 13Q: 3 clusters Score -347900.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -347946.281250 Penalty: 2794.661133
	Iteration 14Q: 3 clusters Score -347946.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -347991.156250 Penalty: 2794.661133
	Iteration 15Q: 3 clusters Score -347991.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -348050.218750 Penalty: 2794.661133
	Iteration 16Q: 3 clusters Score -348050.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -348095.906250 Penalty: 2794.661133
	Iteration 17Q: 3 clusters Score -348095.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -348128.312500 Penalty: 2794.661133
	Iteration 18Q: 3 clusters Score -348128.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -348145.843750 Penalty: 2794.661133
	Iteration 19Q: 3 clusters Score -348145.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -348156.812500 Penalty: 2794.661133
	Iteration 20F: 3 clusters Score -348156.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -348164.937500 Penalty: 2794.661133
	Iteration 21Q: 3 clusters Score -348164.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -348172.843750 Penalty: 2794.661133
	Iteration 22Q: 3 clusters Score -348172.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -348181.312500 Penalty: 2794.661133
	Iteration 23Q: 3 clusters Score -348181.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -348185.656250 Penalty: 2794.661133
	Iteration 24Q: 3 clusters Score -348185.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -348188.937500 Penalty: 2794.661133
	Iteration 25Q: 3 clusters Score -348188.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -348193.562500 Penalty: 2794.661133
	Iteration 26Q: 3 clusters Score -348193.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -348196.750000 Penalty: 2794.661133
	Iteration 27Q: 3 clusters Score -348196.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -348200.156250 Penalty: 2794.661133
	Iteration 28Q: 3 clusters Score -348200.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -348203.625000 Penalty: 2794.661133
	Iteration 29Q: 3 clusters Score -348203.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -348204.093750 Penalty: 2794.661133
	Iteration 30Q: 3 clusters Score -348204.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -348204.312500 Penalty: 2794.661133
	Iteration 31Q: 3 clusters Score -348204.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -348205.625000 Penalty: 2794.661133
	Iteration 32Q: 3 clusters Score -348205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -348206.093750 Penalty: 2794.661133
	Iteration 33Q: 3 clusters Score -348206.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -348207.281250 Penalty: 2794.661133
	Iteration 34Q: 3 clusters Score -348207.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -348207.656250 Penalty: 2794.661133
	Iteration 35Q: 3 clusters Score -348207.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -348207.281250 Penalty: 2794.661133
	Iteration 36Q: 3 clusters Score -348207.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -348209.375000 Penalty: 2794.661133
	Iteration 37Q: 3 clusters Score -348209.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -348210.750000 Penalty: 2794.661133
	Iteration 38Q: 3 clusters Score -348210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -348211.687500 Penalty: 2794.661133
	Iteration 39Q: 3 clusters Score -348211.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -348211.531250 Penalty: 2794.661133
	Iteration 40F: 3 clusters Score -348211.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -348211.500000 Penalty: 2794.661133
	Iteration 41Q: 3 clusters Score -348211.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -348211.500000 Penalty: 2794.661133
	Iteration 42F: 3 clusters Score -348211.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -505181.562500 Penalty: 1459.931152
	Iteration 0F: 2 clusters Score -505181.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -499326.406250 Penalty: 2919.862305
	Iteration 0F: 3 clusters Score -499326.4 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -501220.625000 Penalty: 2919.862305
	Iteration 1F: 3 clusters Score -501220.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -501666.062500 Penalty: 2919.862305
	Iteration 2F: 3 clusters Score -501666.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -502296.656250 Penalty: 2919.862305
	Iteration 3F: 3 clusters Score -502296.7 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -502989.843750 Penalty: 2919.862305
	Iteration 4F: 3 clusters Score -502989.8 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -503669.781250 Penalty: 2919.862305
	Iteration 5F: 3 clusters Score -503669.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -504239.218750 Penalty: 2919.862305
	Iteration 6F: 3 clusters Score -504239.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -504680.750000 Penalty: 2919.862305
	Iteration 7F: 3 clusters Score -504680.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -504912.156250 Penalty: 2919.862305
	Iteration 8Q: 3 clusters Score -504912.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -504975.687500 Penalty: 2919.862305
	Iteration 9Q: 3 clusters Score -504975.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -504996.437500 Penalty: 2919.862305
	Iteration 10Q: 3 clusters Score -504996.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -505003.125000 Penalty: 2919.862305
	Iteration 11Q: 3 clusters Score -505003.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -505004.968750 Penalty: 2919.862305
	Iteration 12Q: 3 clusters Score -505005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -505006.375000 Penalty: 2919.862305
	Iteration 13Q: 3 clusters Score -505006.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -505006.343750 Penalty: 2919.862305
	Iteration 14Q: 3 clusters Score -505006.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -505008.156250 Penalty: 2919.862305
	Iteration 15Q: 3 clusters Score -505008.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -505007.406250 Penalty: 2919.862305
	Iteration 16Q: 3 clusters Score -505007.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -505007.500000 Penalty: 2919.862305
	Iteration 17Q: 3 clusters Score -505007.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -505008.031250 Penalty: 2919.862305
	Iteration 18Q: 3 clusters Score -505008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -505007.812500 Penalty: 2919.862305
	Iteration 19Q: 3 clusters Score -505007.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -505007.656250 Penalty: 2919.862305
	Iteration 20F: 3 clusters Score -505007.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -505008.062500 Penalty: 2919.862305
	Iteration 21Q: 3 clusters Score -505008.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -505008.062500 Penalty: 2919.862305
	Iteration 22F: 3 clusters Score -505008.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (164141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164141 members 
Entering Unmasked Estep 
Score: -10462287.000000 Penalty: 1951.378174
	Iteration 0F: 2 clusters Score -1.046229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82075 members 
Mstep: Class 2 contains 82066 members 
Entering Unmasked Estep 
Score: -10351794.000000 Penalty: 3902.756348
	Iteration 0F: 3 clusters Score -1.035179e+07 nChanged 79627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80728 members 
Mstep: Class 2 contains 83413 members 
Entering Unmasked Estep 
Score: -10398626.000000 Penalty: 3902.756348
	Iteration 1F: 3 clusters Score -1.039863e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79771 members 
Mstep: Class 2 contains 84370 members 
Entering Unmasked Estep 
Score: -10400344.000000 Penalty: 3902.756348
	Iteration 2Q: 3 clusters Score -1.040034e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78226 members 
Mstep: Class 2 contains 85915 members 
Entering Unmasked Estep 
Score: -10402829.000000 Penalty: 3902.756348
	Iteration 3Q: 3 clusters Score -1.040283e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 87910 members 
Entering Unmasked Estep 
Score: -10406276.000000 Penalty: 3902.756348
	Iteration 4Q: 3 clusters Score -1.040628e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73653 members 
Mstep: Class 2 contains 90488 members 
Entering Unmasked Estep 
Score: -10411398.000000 Penalty: 3902.756348
	Iteration 5F: 3 clusters Score -1.04114e+07 nChanged 10057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Mstep: Class 2 contains 93391 members 
Entering Unmasked Estep 
Score: -10417986.000000 Penalty: 3902.756348
	Iteration 6F: 3 clusters Score -1.041799e+07 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67809 members 
Mstep: Class 2 contains 96332 members 
Entering Unmasked Estep 
Score: -10426176.000000 Penalty: 3902.756348
	Iteration 7F: 3 clusters Score -1.042618e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 98861 members 
Entering Unmasked Estep 
Score: -10433468.000000 Penalty: 3902.756348
	Iteration 8F: 3 clusters Score -1.043347e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63482 members 
Mstep: Class 2 contains 100659 members 
Entering Unmasked Estep 
Score: -10437737.000000 Penalty: 3902.756348
	Iteration 9Q: 3 clusters Score -1.043774e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 102035 members 
Entering Unmasked Estep 
Score: -10439368.000000 Penalty: 3902.756348
	Iteration 10Q: 3 clusters Score -1.043937e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60866 members 
Mstep: Class 2 contains 103275 members 
Entering Unmasked Estep 
Score: -10440247.000000 Penalty: 3902.756348
	Iteration 11Q: 3 clusters Score -1.044025e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 104527 members 
Entering Unmasked Estep 
Score: -10440796.000000 Penalty: 3902.756348
	Iteration 12Q: 3 clusters Score -1.04408e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 105729 members 
Entering Unmasked Estep 
Score: -10441185.000000 Penalty: 3902.756348
	Iteration 13Q: 3 clusters Score -1.044118e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 106924 members 
Entering Unmasked Estep 
Score: -10441629.000000 Penalty: 3902.756348
	Iteration 14Q: 3 clusters Score -1.044163e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 108215 members 
Entering Unmasked Estep 
Score: -10441968.000000 Penalty: 3902.756348
	Iteration 15Q: 3 clusters Score -1.044197e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 109537 members 
Entering Unmasked Estep 
Score: -10442330.000000 Penalty: 3902.756348
	Iteration 16Q: 3 clusters Score -1.044233e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 110849 members 
Entering Unmasked Estep 
Score: -10442698.000000 Penalty: 3902.756348
	Iteration 17Q: 3 clusters Score -1.04427e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 112189 members 
Entering Unmasked Estep 
Score: -10443014.000000 Penalty: 3902.756348
	Iteration 18Q: 3 clusters Score -1.044301e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 113641 members 
Entering Unmasked Estep 
Score: -10443406.000000 Penalty: 3902.756348
	Iteration 19Q: 3 clusters Score -1.044341e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 115097 members 
Entering Unmasked Estep 
Score: -10443781.000000 Penalty: 3902.756348
	Iteration 20F: 3 clusters Score -1.044378e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 116630 members 
Entering Unmasked Estep 
Score: -10444118.000000 Penalty: 3902.756348
	Iteration 21Q: 3 clusters Score -1.044412e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 118214 members 
Entering Unmasked Estep 
Score: -10444467.000000 Penalty: 3902.756348
	Iteration 22Q: 3 clusters Score -1.044447e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 119910 members 
Entering Unmasked Estep 
Score: -10444860.000000 Penalty: 3902.756348
	Iteration 23Q: 3 clusters Score -1.044486e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 121734 members 
Entering Unmasked Estep 
Score: -10445372.000000 Penalty: 3902.756348
	Iteration 24Q: 3 clusters Score -1.044537e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 123675 members 
Entering Unmasked Estep 
Score: -10445897.000000 Penalty: 3902.756348
	Iteration 25Q: 3 clusters Score -1.04459e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 125658 members 
Entering Unmasked Estep 
Score: -10446505.000000 Penalty: 3902.756348
	Iteration 26Q: 3 clusters Score -1.04465e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 127699 members 
Entering Unmasked Estep 
Score: -10447178.000000 Penalty: 3902.756348
	Iteration 27Q: 3 clusters Score -1.044718e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 129741 members 
Entering Unmasked Estep 
Score: -10448025.000000 Penalty: 3902.756348
	Iteration 28Q: 3 clusters Score -1.044802e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 131759 members 
Entering Unmasked Estep 
Score: -10448790.000000 Penalty: 3902.756348
	Iteration 29Q: 3 clusters Score -1.044879e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 133790 members 
Entering Unmasked Estep 
Score: -10449551.000000 Penalty: 3902.756348
	Iteration 30Q: 3 clusters Score -1.044955e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 135837 members 
Entering Unmasked Estep 
Score: -10450452.000000 Penalty: 3902.756348
	Iteration 31Q: 3 clusters Score -1.045045e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 137793 members 
Entering Unmasked Estep 
Score: -10451214.000000 Penalty: 3902.756348
	Iteration 32Q: 3 clusters Score -1.045121e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 139733 members 
Entering Unmasked Estep 
Score: -10451973.000000 Penalty: 3902.756348
	Iteration 33Q: 3 clusters Score -1.045197e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 141555 members 
Entering Unmasked Estep 
Score: -10452661.000000 Penalty: 3902.756348
	Iteration 34Q: 3 clusters Score -1.045266e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 143301 members 
Entering Unmasked Estep 
Score: -10453228.000000 Penalty: 3902.756348
	Iteration 35Q: 3 clusters Score -1.045323e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 144909 members 
Entering Unmasked Estep 
Score: -10453760.000000 Penalty: 3902.756348
	Iteration 36Q: 3 clusters Score -1.045376e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 146396 members 
Entering Unmasked Estep 
Score: -10454171.000000 Penalty: 3902.756348
	Iteration 37Q: 3 clusters Score -1.045417e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 147858 members 
Entering Unmasked Estep 
Score: -10454742.000000 Penalty: 3902.756348
	Iteration 38Q: 3 clusters Score -1.045474e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 149224 members 
Entering Unmasked Estep 
Score: -10455172.000000 Penalty: 3902.756348
	Iteration 39Q: 3 clusters Score -1.045517e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 150574 members 
Entering Unmasked Estep 
Score: -10455651.000000 Penalty: 3902.756348
	Iteration 40F: 3 clusters Score -1.045565e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 151789 members 
Entering Unmasked Estep 
Score: -10456105.000000 Penalty: 3902.756348
	Iteration 41Q: 3 clusters Score -1.04561e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 152942 members 
Entering Unmasked Estep 
Score: -10456525.000000 Penalty: 3902.756348
	Iteration 42Q: 3 clusters Score -1.045652e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 154000 members 
Entering Unmasked Estep 
Score: -10456947.000000 Penalty: 3902.756348
	Iteration 43Q: 3 clusters Score -1.045695e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 154953 members 
Entering Unmasked Estep 
Score: -10457334.000000 Penalty: 3902.756348
	Iteration 44Q: 3 clusters Score -1.045733e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 155853 members 
Entering Unmasked Estep 
Score: -10457710.000000 Penalty: 3902.756348
	Iteration 45Q: 3 clusters Score -1.045771e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 156678 members 
Entering Unmasked Estep 
Score: -10458048.000000 Penalty: 3902.756348
	Iteration 46Q: 3 clusters Score -1.045805e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 157450 members 
Entering Unmasked Estep 
Score: -10458340.000000 Penalty: 3902.756348
	Iteration 47Q: 3 clusters Score -1.045834e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 158115 members 
Entering Unmasked Estep 
Score: -10458628.000000 Penalty: 3902.756348
	Iteration 48Q: 3 clusters Score -1.045863e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 158706 members 
Entering Unmasked Estep 
Score: -10458943.000000 Penalty: 3902.756348
	Iteration 49Q: 3 clusters Score -1.045894e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 159211 members 
Entering Unmasked Estep 
Score: -10459160.000000 Penalty: 3902.756348
	Iteration 50Q: 3 clusters Score -1.045916e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 159674 members 
Entering Unmasked Estep 
Score: -10459276.000000 Penalty: 3902.756348
	Iteration 51Q: 3 clusters Score -1.045928e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 160074 members 
Entering Unmasked Estep 
Score: -10459414.000000 Penalty: 3902.756348
	Iteration 52Q: 3 clusters Score -1.045941e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 160449 members 
Entering Unmasked Estep 
Score: -10459576.000000 Penalty: 3902.756348
	Iteration 53Q: 3 clusters Score -1.045958e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 160794 members 
Entering Unmasked Estep 
Score: -10459759.000000 Penalty: 3902.756348
	Iteration 54Q: 3 clusters Score -1.045976e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 161063 members 
Entering Unmasked Estep 
Score: -10459832.000000 Penalty: 3902.756348
	Iteration 55Q: 3 clusters Score -1.045983e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 161290 members 
Entering Unmasked Estep 
Score: -10459905.000000 Penalty: 3902.756348
	Iteration 56Q: 3 clusters Score -1.04599e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 161496 members 
Entering Unmasked Estep 
Score: -10459963.000000 Penalty: 3902.756348
	Iteration 57Q: 3 clusters Score -1.045996e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 161694 members 
Entering Unmasked Estep 
Score: -10460015.000000 Penalty: 3902.756348
	Iteration 58Q: 3 clusters Score -1.046002e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 161869 members 
Entering Unmasked Estep 
Score: -10460060.000000 Penalty: 3902.756348
	Iteration 59Q: 3 clusters Score -1.046006e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 162007 members 
Entering Unmasked Estep 
Score: -10460129.000000 Penalty: 3902.756348
	Iteration 60F: 3 clusters Score -1.046013e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 162137 members 
Entering Unmasked Estep 
Score: -10460167.000000 Penalty: 3902.756348
	Iteration 61Q: 3 clusters Score -1.046017e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 162240 members 
Entering Unmasked Estep 
Score: -10460204.000000 Penalty: 3902.756348
	Iteration 62Q: 3 clusters Score -1.04602e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 162320 members 
Entering Unmasked Estep 
Score: -10460243.000000 Penalty: 3902.756348
	Iteration 63Q: 3 clusters Score -1.046024e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 162405 members 
Entering Unmasked Estep 
Score: -10460285.000000 Penalty: 3902.756348
	Iteration 64Q: 3 clusters Score -1.046028e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 162490 members 
Entering Unmasked Estep 
Score: -10460325.000000 Penalty: 3902.756348
	Iteration 65Q: 3 clusters Score -1.046032e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 162567 members 
Entering Unmasked Estep 
Score: -10460381.000000 Penalty: 3902.756348
	Iteration 66Q: 3 clusters Score -1.046038e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 162638 members 
Entering Unmasked Estep 
Score: -10460396.000000 Penalty: 3902.756348
	Iteration 67Q: 3 clusters Score -1.04604e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 162701 members 
Entering Unmasked Estep 
Score: -10460428.000000 Penalty: 3902.756348
	Iteration 68Q: 3 clusters Score -1.046043e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 162763 members 
Entering Unmasked Estep 
Score: -10460434.000000 Penalty: 3902.756348
	Iteration 69Q: 3 clusters Score -1.046043e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 162804 members 
Entering Unmasked Estep 
Score: -10460434.000000 Penalty: 3902.756348
	Iteration 70Q: 3 clusters Score -1.046043e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 162847 members 
Entering Unmasked Estep 
Score: -10460433.000000 Penalty: 3902.756348
	Iteration 71Q: 3 clusters Score -1.046043e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 162883 members 
Entering Unmasked Estep 
Score: -10460423.000000 Penalty: 3902.756348
	Iteration 72Q: 3 clusters Score -1.046042e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 162920 members 
Entering Unmasked Estep 
Score: -10460432.000000 Penalty: 3902.756348
	Iteration 73Q: 3 clusters Score -1.046043e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 162956 members 
Entering Unmasked Estep 
Score: -10460460.000000 Penalty: 3902.756348
	Iteration 74Q: 3 clusters Score -1.046046e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 162991 members 
Entering Unmasked Estep 
Score: -10460490.000000 Penalty: 3902.756348
	Iteration 75Q: 3 clusters Score -1.046049e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 163015 members 
Entering Unmasked Estep 
Score: -10460499.000000 Penalty: 3902.756348
	Iteration 76Q: 3 clusters Score -1.04605e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 163035 members 
Entering Unmasked Estep 
Score: -10460494.000000 Penalty: 3902.756348
	Iteration 77Q: 3 clusters Score -1.046049e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 163059 members 
Entering Unmasked Estep 
Score: -10460507.000000 Penalty: 3902.756348
	Iteration 78Q: 3 clusters Score -1.046051e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 163083 members 
Entering Unmasked Estep 
Score: -10460521.000000 Penalty: 3902.756348
	Iteration 79Q: 3 clusters Score -1.046052e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 163112 members 
Entering Unmasked Estep 
Score: -10460543.000000 Penalty: 3902.756348
	Iteration 80F: 3 clusters Score -1.046054e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 163131 members 
Entering Unmasked Estep 
Score: -10460547.000000 Penalty: 3902.756348
	Iteration 81Q: 3 clusters Score -1.046055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 163143 members 
Entering Unmasked Estep 
Score: -10460547.000000 Penalty: 3902.756348
	Iteration 82Q: 3 clusters Score -1.046055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 163149 members 
Entering Unmasked Estep 
Score: -10460544.000000 Penalty: 3902.756348
	Iteration 83Q: 3 clusters Score -1.046054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 163158 members 
Entering Unmasked Estep 
Score: -10460552.000000 Penalty: 3902.756348
	Iteration 84Q: 3 clusters Score -1.046055e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 163173 members 
Entering Unmasked Estep 
Score: -10460555.000000 Penalty: 3902.756348
	Iteration 85Q: 3 clusters Score -1.046056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 163183 members 
Entering Unmasked Estep 
Score: -10460554.000000 Penalty: 3902.756348
	Iteration 86Q: 3 clusters Score -1.046055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 163195 members 
Entering Unmasked Estep 
Score: -10460565.000000 Penalty: 3902.756348
	Iteration 87Q: 3 clusters Score -1.046056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 163200 members 
Entering Unmasked Estep 
Score: -10460572.000000 Penalty: 3902.756348
	Iteration 88Q: 3 clusters Score -1.046057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 163206 members 
Entering Unmasked Estep 
Score: -10460568.000000 Penalty: 3902.756348
	Iteration 89Q: 3 clusters Score -1.046057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 163213 members 
Entering Unmasked Estep 
Score: -10460564.000000 Penalty: 3902.756348
	Iteration 90Q: 3 clusters Score -1.046056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 163219 members 
Entering Unmasked Estep 
Score: -10460568.000000 Penalty: 3902.756348
	Iteration 91Q: 3 clusters Score -1.046057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 163229 members 
Entering Unmasked Estep 
Score: -10460568.000000 Penalty: 3902.756348
	Iteration 92Q: 3 clusters Score -1.046057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 163239 members 
Entering Unmasked Estep 
Score: -10460568.000000 Penalty: 3902.756348
	Iteration 93Q: 3 clusters Score -1.046057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 163245 members 
Entering Unmasked Estep 
Score: -10460587.000000 Penalty: 3902.756348
	Iteration 94Q: 3 clusters Score -1.046059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 163252 members 
Entering Unmasked Estep 
Score: -10460590.000000 Penalty: 3902.756348
	Iteration 95Q: 3 clusters Score -1.046059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 163255 members 
Entering Unmasked Estep 
Score: -10460603.000000 Penalty: 3902.756348
	Iteration 96Q: 3 clusters Score -1.04606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 163257 members 
Entering Unmasked Estep 
Score: -10460597.000000 Penalty: 3902.756348
	Iteration 97Q: 3 clusters Score -1.04606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 163260 members 
Entering Unmasked Estep 
Score: -10460602.000000 Penalty: 3902.756348
	Iteration 98Q: 3 clusters Score -1.04606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 163264 members 
Entering Unmasked Estep 
Score: -10460605.000000 Penalty: 3902.756348
	Iteration 99Q: 3 clusters Score -1.04606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 163268 members 
Entering Unmasked Estep 
Score: -10460611.000000 Penalty: 3902.756348
	Iteration 100F: 3 clusters Score -1.046061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 163271 members 
Entering Unmasked Estep 
Score: -10460615.000000 Penalty: 3902.756348
	Iteration 101Q: 3 clusters Score -1.046062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 163272 members 
Entering Unmasked Estep 
Score: -10460614.000000 Penalty: 3902.756348
	Iteration 102Q: 3 clusters Score -1.046061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 163275 members 
Entering Unmasked Estep 
Score: -10460601.000000 Penalty: 3902.756348
	Iteration 103Q: 3 clusters Score -1.04606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 163277 members 
Entering Unmasked Estep 
Score: -10460604.000000 Penalty: 3902.756348
	Iteration 104Q: 3 clusters Score -1.04606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 163282 members 
Entering Unmasked Estep 
Score: -10460607.000000 Penalty: 3902.756348
	Iteration 105Q: 3 clusters Score -1.046061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 163288 members 
Entering Unmasked Estep 
Score: -10460610.000000 Penalty: 3902.756348
	Iteration 106Q: 3 clusters Score -1.046061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 163294 members 
Entering Unmasked Estep 
Score: -10460606.000000 Penalty: 3902.756348
	Iteration 107Q: 3 clusters Score -1.046061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 163299 members 
Entering Unmasked Estep 
Score: -10460609.000000 Penalty: 3902.756348
	Iteration 108Q: 3 clusters Score -1.046061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 163303 members 
Entering Unmasked Estep 
Score: -10460611.000000 Penalty: 3902.756348
	Iteration 109Q: 3 clusters Score -1.046061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 163308 members 
Entering Unmasked Estep 
Score: -10460613.000000 Penalty: 3902.756348
	Iteration 110Q: 3 clusters Score -1.046061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 163309 members 
Entering Unmasked Estep 
Score: -10460614.000000 Penalty: 3902.756348
	Iteration 111Q: 3 clusters Score -1.046061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 163308 members 
Entering Unmasked Estep 
Score: -10460617.000000 Penalty: 3902.756348
	Iteration 112Q: 3 clusters Score -1.046062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 163308 members 
Entering Unmasked Estep 
Score: -10460617.000000 Penalty: 3902.756348
	Iteration 113Q: 3 clusters Score -1.046062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 163309 members 
Entering Unmasked Estep 
Score: -10460617.000000 Penalty: 3902.756348
	Iteration 114Q: 3 clusters Score -1.046062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 163310 members 
Entering Unmasked Estep 
Score: -10460615.000000 Penalty: 3902.756348
	Iteration 115Q: 3 clusters Score -1.046062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 163311 members 
Entering Unmasked Estep 
Score: -10460612.000000 Penalty: 3902.756348
	Iteration 116Q: 3 clusters Score -1.046061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 163312 members 
Entering Unmasked Estep 
Score: -10460614.000000 Penalty: 3902.756348
	Iteration 117Q: 3 clusters Score -1.046061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 163315 members 
Entering Unmasked Estep 
Score: -10460620.000000 Penalty: 3902.756348
	Iteration 118Q: 3 clusters Score -1.046062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 163316 members 
Entering Unmasked Estep 
Score: -10460627.000000 Penalty: 3902.756348
	Iteration 119Q: 3 clusters Score -1.046063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 163316 members 
Entering Unmasked Estep 
Score: -10460627.000000 Penalty: 3902.756348
	Iteration 120F: 3 clusters Score -1.046063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -248455.359375 Penalty: 1341.318604
	Iteration 0F: 2 clusters Score -248455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -245186.406250 Penalty: 2682.637207
	Iteration 0F: 3 clusters Score -245186.4 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -246042.718750 Penalty: 2682.637207
	Iteration 1F: 3 clusters Score -246042.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -246238.109375 Penalty: 2682.637207
	Iteration 2F: 3 clusters Score -246238.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -246401.421875 Penalty: 2682.637207
	Iteration 3F: 3 clusters Score -246401.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -246555.968750 Penalty: 2682.637207
	Iteration 4F: 3 clusters Score -246556 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -246701.515625 Penalty: 2682.637207
	Iteration 5F: 3 clusters Score -246701.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -246846.859375 Penalty: 2682.637207
	Iteration 6Q: 3 clusters Score -246846.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -246970.343750 Penalty: 2682.637207
	Iteration 7Q: 3 clusters Score -246970.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -247064.921875 Penalty: 2682.637207
	Iteration 8Q: 3 clusters Score -247064.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -247144.062500 Penalty: 2682.637207
	Iteration 9Q: 3 clusters Score -247144.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -247213.437500 Penalty: 2682.637207
	Iteration 10Q: 3 clusters Score -247213.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -247250.203125 Penalty: 2682.637207
	Iteration 11Q: 3 clusters Score -247250.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -247276.531250 Penalty: 2682.637207
	Iteration 12Q: 3 clusters Score -247276.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -247298.046875 Penalty: 2682.637207
	Iteration 13Q: 3 clusters Score -247298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -247313.296875 Penalty: 2682.637207
	Iteration 14Q: 3 clusters Score -247313.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -247329.718750 Penalty: 2682.637207
	Iteration 15Q: 3 clusters Score -247329.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -247342.109375 Penalty: 2682.637207
	Iteration 16Q: 3 clusters Score -247342.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -247353.203125 Penalty: 2682.637207
	Iteration 17Q: 3 clusters Score -247353.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -247361.390625 Penalty: 2682.637207
	Iteration 18Q: 3 clusters Score -247361.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -247371.515625 Penalty: 2682.637207
	Iteration 19Q: 3 clusters Score -247371.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -247378.562500 Penalty: 2682.637207
	Iteration 20F: 3 clusters Score -247378.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -247385.343750 Penalty: 2682.637207
	Iteration 21Q: 3 clusters Score -247385.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -247391.156250 Penalty: 2682.637207
	Iteration 22Q: 3 clusters Score -247391.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -247397.046875 Penalty: 2682.637207
	Iteration 23Q: 3 clusters Score -247397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -247402.750000 Penalty: 2682.637207
	Iteration 24Q: 3 clusters Score -247402.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -247404.500000 Penalty: 2682.637207
	Iteration 25Q: 3 clusters Score -247404.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -247405.421875 Penalty: 2682.637207
	Iteration 26Q: 3 clusters Score -247405.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -247407.562500 Penalty: 2682.637207
	Iteration 27Q: 3 clusters Score -247407.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -247410.125000 Penalty: 2682.637207
	Iteration 28Q: 3 clusters Score -247410.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -247412.953125 Penalty: 2682.637207
	Iteration 29Q: 3 clusters Score -247413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -247418.296875 Penalty: 2682.637207
	Iteration 30Q: 3 clusters Score -247418.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -247421.437500 Penalty: 2682.637207
	Iteration 31Q: 3 clusters Score -247421.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -247424.359375 Penalty: 2682.637207
	Iteration 32Q: 3 clusters Score -247424.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -247425.625000 Penalty: 2682.637207
	Iteration 33Q: 3 clusters Score -247425.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -247426.203125 Penalty: 2682.637207
	Iteration 34Q: 3 clusters Score -247426.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -247427.375000 Penalty: 2682.637207
	Iteration 35Q: 3 clusters Score -247427.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -247429.281250 Penalty: 2682.637207
	Iteration 36Q: 3 clusters Score -247429.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -247431.296875 Penalty: 2682.637207
	Iteration 37Q: 3 clusters Score -247431.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -247433.437500 Penalty: 2682.637207
	Iteration 38Q: 3 clusters Score -247433.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -247436.078125 Penalty: 2682.637207
	Iteration 39Q: 3 clusters Score -247436.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -247437.046875 Penalty: 2682.637207
	Iteration 40F: 3 clusters Score -247437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -247437.593750 Penalty: 2682.637207
	Iteration 41Q: 3 clusters Score -247437.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -247437.906250 Penalty: 2682.637207
	Iteration 42Q: 3 clusters Score -247437.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -247438.187500 Penalty: 2682.637207
	Iteration 43Q: 3 clusters Score -247438.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -247438.921875 Penalty: 2682.637207
	Iteration 44Q: 3 clusters Score -247438.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -247440.250000 Penalty: 2682.637207
	Iteration 45Q: 3 clusters Score -247440.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -247440.250000 Penalty: 2682.637207
	Iteration 46F: 3 clusters Score -247440.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Entering Unmasked Estep 
Score: -381339.218750 Penalty: 1431.141235
	Iteration 0F: 2 clusters Score -381339.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -376384.375000 Penalty: 2862.282471
	Iteration 0F: 3 clusters Score -376384.4 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -378049.750000 Penalty: 2862.282471
	Iteration 1F: 3 clusters Score -378049.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -378342.000000 Penalty: 2862.282471
	Iteration 2F: 3 clusters Score -378342 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -378619.000000 Penalty: 2862.282471
	Iteration 3F: 3 clusters Score -378619 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -378870.312500 Penalty: 2862.282471
	Iteration 4F: 3 clusters Score -378870.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -379123.125000 Penalty: 2862.282471
	Iteration 5F: 3 clusters Score -379123.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -379416.656250 Penalty: 2862.282471
	Iteration 6F: 3 clusters Score -379416.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -379712.937500 Penalty: 2862.282471
	Iteration 7F: 3 clusters Score -379712.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -379966.312500 Penalty: 2862.282471
	Iteration 8F: 3 clusters Score -379966.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -380178.750000 Penalty: 2862.282471
	Iteration 9Q: 3 clusters Score -380178.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -380346.437500 Penalty: 2862.282471
	Iteration 10Q: 3 clusters Score -380346.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -380471.062500 Penalty: 2862.282471
	Iteration 11Q: 3 clusters Score -380471.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -380577.750000 Penalty: 2862.282471
	Iteration 12Q: 3 clusters Score -380577.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -380667.812500 Penalty: 2862.282471
	Iteration 13Q: 3 clusters Score -380667.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -380722.312500 Penalty: 2862.282471
	Iteration 14Q: 3 clusters Score -380722.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -380761.750000 Penalty: 2862.282471
	Iteration 15Q: 3 clusters Score -380761.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -380789.843750 Penalty: 2862.282471
	Iteration 16Q: 3 clusters Score -380789.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -380805.781250 Penalty: 2862.282471
	Iteration 17Q: 3 clusters Score -380805.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -380821.250000 Penalty: 2862.282471
	Iteration 18Q: 3 clusters Score -380821.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -380831.625000 Penalty: 2862.282471
	Iteration 19Q: 3 clusters Score -380831.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -380846.093750 Penalty: 2862.282471
	Iteration 20F: 3 clusters Score -380846.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -380854.937500 Penalty: 2862.282471
	Iteration 21Q: 3 clusters Score -380854.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -380862.656250 Penalty: 2862.282471
	Iteration 22Q: 3 clusters Score -380862.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -380871.687500 Penalty: 2862.282471
	Iteration 23Q: 3 clusters Score -380871.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -380873.718750 Penalty: 2862.282471
	Iteration 24Q: 3 clusters Score -380873.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -380874.625000 Penalty: 2862.282471
	Iteration 25Q: 3 clusters Score -380874.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -380875.531250 Penalty: 2862.282471
	Iteration 26Q: 3 clusters Score -380875.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -380877.781250 Penalty: 2862.282471
	Iteration 27Q: 3 clusters Score -380877.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -380878.000000 Penalty: 2862.282471
	Iteration 28Q: 3 clusters Score -380878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -380879.531250 Penalty: 2862.282471
	Iteration 29Q: 3 clusters Score -380879.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -380879.531250 Penalty: 2862.282471
	Iteration 30F: 3 clusters Score -380879.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Entering Unmasked Estep 
Score: -1839507.875000 Penalty: 1667.109009
	Iteration 0F: 2 clusters Score -1839508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1820268.000000 Penalty: 3334.218018
	Iteration 0F: 3 clusters Score -1820268 nChanged 13111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1827428.625000 Penalty: 3334.218018
	Iteration 1F: 3 clusters Score -1827429 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -1827841.875000 Penalty: 3334.218018
	Iteration 2Q: 3 clusters Score -1827842 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -1828301.125000 Penalty: 3334.218018
	Iteration 3Q: 3 clusters Score -1828301 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -1828888.000000 Penalty: 3334.218018
	Iteration 4Q: 3 clusters Score -1828888 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -1829827.750000 Penalty: 3334.218018
	Iteration 5F: 3 clusters Score -1829828 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -1831351.250000 Penalty: 3334.218018
	Iteration 6F: 3 clusters Score -1831351 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -1833398.000000 Penalty: 3334.218018
	Iteration 7F: 3 clusters Score -1833398 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -1835517.500000 Penalty: 3334.218018
	Iteration 8F: 3 clusters Score -1835518 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -1836942.500000 Penalty: 3334.218018
	Iteration 9Q: 3 clusters Score -1836942 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -1837579.875000 Penalty: 3334.218018
	Iteration 10Q: 3 clusters Score -1837580 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -1837832.250000 Penalty: 3334.218018
	Iteration 11Q: 3 clusters Score -1837832 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -1837936.750000 Penalty: 3334.218018
	Iteration 12Q: 3 clusters Score -1837937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -1837984.125000 Penalty: 3334.218018
	Iteration 13Q: 3 clusters Score -1837984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -1838005.625000 Penalty: 3334.218018
	Iteration 14Q: 3 clusters Score -1838006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -1838021.375000 Penalty: 3334.218018
	Iteration 15Q: 3 clusters Score -1838021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -1838035.875000 Penalty: 3334.218018
	Iteration 16Q: 3 clusters Score -1838036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -1838043.875000 Penalty: 3334.218018
	Iteration 17Q: 3 clusters Score -1838044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -1838055.625000 Penalty: 3334.218018
	Iteration 18Q: 3 clusters Score -1838056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -1838063.250000 Penalty: 3334.218018
	Iteration 19Q: 3 clusters Score -1838063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -1838066.875000 Penalty: 3334.218018
	Iteration 20F: 3 clusters Score -1838067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -1838073.125000 Penalty: 3334.218018
	Iteration 21Q: 3 clusters Score -1838073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -1838075.250000 Penalty: 3334.218018
	Iteration 22Q: 3 clusters Score -1838075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -1838075.500000 Penalty: 3334.218018
	Iteration 23Q: 3 clusters Score -1838076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -1838075.500000 Penalty: 3334.218018
	Iteration 24F: 3 clusters Score -1838076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (176351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176351 members 
Entering Unmasked Estep 
Score: -11067150.000000 Penalty: 1963.037598
	Iteration 0F: 2 clusters Score -1.106715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88086 members 
Mstep: Class 2 contains 88265 members 
Entering Unmasked Estep 
Score: -10948744.000000 Penalty: 3926.075195
	Iteration 0F: 3 clusters Score -1.094874e+07 nChanged 85435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87009 members 
Mstep: Class 2 contains 89342 members 
Entering Unmasked Estep 
Score: -10999026.000000 Penalty: 3926.075195
	Iteration 1F: 3 clusters Score -1.099903e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86566 members 
Mstep: Class 2 contains 89785 members 
Entering Unmasked Estep 
Score: -11000079.000000 Penalty: 3926.075195
	Iteration 2Q: 3 clusters Score -1.100008e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85865 members 
Mstep: Class 2 contains 90486 members 
Entering Unmasked Estep 
Score: -11001523.000000 Penalty: 3926.075195
	Iteration 3Q: 3 clusters Score -1.100152e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84743 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
Score: -11003687.000000 Penalty: 3926.075195
	Iteration 4Q: 3 clusters Score -1.100369e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83103 members 
Mstep: Class 2 contains 93248 members 
Entering Unmasked Estep 
Score: -11007277.000000 Penalty: 3926.075195
	Iteration 5Q: 3 clusters Score -1.100728e+07 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80840 members 
Mstep: Class 2 contains 95511 members 
Entering Unmasked Estep 
Score: -11012246.000000 Penalty: 3926.075195
	Iteration 6Q: 3 clusters Score -1.101225e+07 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78552 members 
Mstep: Class 2 contains 97799 members 
Entering Unmasked Estep 
Score: -11018182.000000 Penalty: 3926.075195
	Iteration 7F: 3 clusters Score -1.101818e+07 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Mstep: Class 2 contains 99557 members 
Entering Unmasked Estep 
Score: -11025172.000000 Penalty: 3926.075195
	Iteration 8F: 3 clusters Score -1.102517e+07 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Mstep: Class 2 contains 100505 members 
Entering Unmasked Estep 
Score: -11032330.000000 Penalty: 3926.075195
	Iteration 9F: 3 clusters Score -1.103233e+07 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75511 members 
Mstep: Class 2 contains 100840 members 
Entering Unmasked Estep 
Score: -11037706.000000 Penalty: 3926.075195
	Iteration 10F: 3 clusters Score -1.103771e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75366 members 
Mstep: Class 2 contains 100985 members 
Entering Unmasked Estep 
Score: -11039986.000000 Penalty: 3926.075195
	Iteration 11Q: 3 clusters Score -1.103999e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75125 members 
Mstep: Class 2 contains 101226 members 
Entering Unmasked Estep 
Score: -11040789.000000 Penalty: 3926.075195
	Iteration 12Q: 3 clusters Score -1.104079e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 101464 members 
Entering Unmasked Estep 
Score: -11041045.000000 Penalty: 3926.075195
	Iteration 13Q: 3 clusters Score -1.104104e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 101774 members 
Entering Unmasked Estep 
Score: -11041266.000000 Penalty: 3926.075195
	Iteration 14Q: 3 clusters Score -1.104127e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74253 members 
Mstep: Class 2 contains 102098 members 
Entering Unmasked Estep 
Score: -11041411.000000 Penalty: 3926.075195
	Iteration 15Q: 3 clusters Score -1.104141e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73837 members 
Mstep: Class 2 contains 102514 members 
Entering Unmasked Estep 
Score: -11041604.000000 Penalty: 3926.075195
	Iteration 16Q: 3 clusters Score -1.10416e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73396 members 
Mstep: Class 2 contains 102955 members 
Entering Unmasked Estep 
Score: -11041727.000000 Penalty: 3926.075195
	Iteration 17Q: 3 clusters Score -1.104173e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 103423 members 
Entering Unmasked Estep 
Score: -11041867.000000 Penalty: 3926.075195
	Iteration 18Q: 3 clusters Score -1.104187e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72379 members 
Mstep: Class 2 contains 103972 members 
Entering Unmasked Estep 
Score: -11041992.000000 Penalty: 3926.075195
	Iteration 19Q: 3 clusters Score -1.104199e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71727 members 
Mstep: Class 2 contains 104624 members 
Entering Unmasked Estep 
Score: -11042197.000000 Penalty: 3926.075195
	Iteration 20F: 3 clusters Score -1.10422e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70945 members 
Mstep: Class 2 contains 105406 members 
Entering Unmasked Estep 
Score: -11042415.000000 Penalty: 3926.075195
	Iteration 21Q: 3 clusters Score -1.104242e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70117 members 
Mstep: Class 2 contains 106234 members 
Entering Unmasked Estep 
Score: -11042675.000000 Penalty: 3926.075195
	Iteration 22Q: 3 clusters Score -1.104268e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69177 members 
Mstep: Class 2 contains 107174 members 
Entering Unmasked Estep 
Score: -11042862.000000 Penalty: 3926.075195
	Iteration 23Q: 3 clusters Score -1.104286e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68169 members 
Mstep: Class 2 contains 108182 members 
Entering Unmasked Estep 
Score: -11043032.000000 Penalty: 3926.075195
	Iteration 24Q: 3 clusters Score -1.104303e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67052 members 
Mstep: Class 2 contains 109299 members 
Entering Unmasked Estep 
Score: -11043305.000000 Penalty: 3926.075195
	Iteration 25Q: 3 clusters Score -1.10433e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65797 members 
Mstep: Class 2 contains 110554 members 
Entering Unmasked Estep 
Score: -11043524.000000 Penalty: 3926.075195
	Iteration 26Q: 3 clusters Score -1.104352e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64384 members 
Mstep: Class 2 contains 111967 members 
Entering Unmasked Estep 
Score: -11043905.000000 Penalty: 3926.075195
	Iteration 27Q: 3 clusters Score -1.10439e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 113500 members 
Entering Unmasked Estep 
Score: -11044317.000000 Penalty: 3926.075195
	Iteration 28Q: 3 clusters Score -1.104432e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 115091 members 
Entering Unmasked Estep 
Score: -11044727.000000 Penalty: 3926.075195
	Iteration 29Q: 3 clusters Score -1.104473e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 116784 members 
Entering Unmasked Estep 
Score: -11045115.000000 Penalty: 3926.075195
	Iteration 30Q: 3 clusters Score -1.104512e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 118517 members 
Entering Unmasked Estep 
Score: -11045498.000000 Penalty: 3926.075195
	Iteration 31Q: 3 clusters Score -1.10455e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55961 members 
Mstep: Class 2 contains 120390 members 
Entering Unmasked Estep 
Score: -11045913.000000 Penalty: 3926.075195
	Iteration 32Q: 3 clusters Score -1.104591e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 122380 members 
Entering Unmasked Estep 
Score: -11046370.000000 Penalty: 3926.075195
	Iteration 33Q: 3 clusters Score -1.104637e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 124413 members 
Entering Unmasked Estep 
Score: -11046868.000000 Penalty: 3926.075195
	Iteration 34Q: 3 clusters Score -1.104687e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 126531 members 
Entering Unmasked Estep 
Score: -11047346.000000 Penalty: 3926.075195
	Iteration 35Q: 3 clusters Score -1.104735e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 128770 members 
Entering Unmasked Estep 
Score: -11047889.000000 Penalty: 3926.075195
	Iteration 36Q: 3 clusters Score -1.104789e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 131153 members 
Entering Unmasked Estep 
Score: -11048463.000000 Penalty: 3926.075195
	Iteration 37Q: 3 clusters Score -1.104846e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 133580 members 
Entering Unmasked Estep 
Score: -11048976.000000 Penalty: 3926.075195
	Iteration 38Q: 3 clusters Score -1.104898e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 136169 members 
Entering Unmasked Estep 
Score: -11049626.000000 Penalty: 3926.075195
	Iteration 39Q: 3 clusters Score -1.104963e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 138847 members 
Entering Unmasked Estep 
Score: -11050346.000000 Penalty: 3926.075195
	Iteration 40F: 3 clusters Score -1.105035e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 141628 members 
Entering Unmasked Estep 
Score: -11051243.000000 Penalty: 3926.075195
	Iteration 41Q: 3 clusters Score -1.105124e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 144426 members 
Entering Unmasked Estep 
Score: -11052134.000000 Penalty: 3926.075195
	Iteration 42Q: 3 clusters Score -1.105213e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 147249 members 
Entering Unmasked Estep 
Score: -11053047.000000 Penalty: 3926.075195
	Iteration 43Q: 3 clusters Score -1.105305e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 150071 members 
Entering Unmasked Estep 
Score: -11054041.000000 Penalty: 3926.075195
	Iteration 44Q: 3 clusters Score -1.105404e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 152986 members 
Entering Unmasked Estep 
Score: -11055141.000000 Penalty: 3926.075195
	Iteration 45Q: 3 clusters Score -1.105514e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 155831 members 
Entering Unmasked Estep 
Score: -11056330.000000 Penalty: 3926.075195
	Iteration 46Q: 3 clusters Score -1.105633e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 158533 members 
Entering Unmasked Estep 
Score: -11057382.000000 Penalty: 3926.075195
	Iteration 47Q: 3 clusters Score -1.105738e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 161109 members 
Entering Unmasked Estep 
Score: -11058475.000000 Penalty: 3926.075195
	Iteration 48Q: 3 clusters Score -1.105848e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 163556 members 
Entering Unmasked Estep 
Score: -11059554.000000 Penalty: 3926.075195
	Iteration 49Q: 3 clusters Score -1.105955e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 165734 members 
Entering Unmasked Estep 
Score: -11060617.000000 Penalty: 3926.075195
	Iteration 50Q: 3 clusters Score -1.106062e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 167633 members 
Entering Unmasked Estep 
Score: -11061587.000000 Penalty: 3926.075195
	Iteration 51Q: 3 clusters Score -1.106159e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 169300 members 
Entering Unmasked Estep 
Score: -11062406.000000 Penalty: 3926.075195
	Iteration 52Q: 3 clusters Score -1.106241e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 170711 members 
Entering Unmasked Estep 
Score: -11063088.000000 Penalty: 3926.075195
	Iteration 53Q: 3 clusters Score -1.106309e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 171908 members 
Entering Unmasked Estep 
Score: -11063608.000000 Penalty: 3926.075195
	Iteration 54Q: 3 clusters Score -1.106361e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 172893 members 
Entering Unmasked Estep 
Score: -11064038.000000 Penalty: 3926.075195
	Iteration 55Q: 3 clusters Score -1.106404e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 173613 members 
Entering Unmasked Estep 
Score: -11064440.000000 Penalty: 3926.075195
	Iteration 56Q: 3 clusters Score -1.106444e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 174175 members 
Entering Unmasked Estep 
Score: -11064707.000000 Penalty: 3926.075195
	Iteration 57Q: 3 clusters Score -1.106471e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 174589 members 
Entering Unmasked Estep 
Score: -11064923.000000 Penalty: 3926.075195
	Iteration 58Q: 3 clusters Score -1.106492e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 174880 members 
Entering Unmasked Estep 
Score: -11065079.000000 Penalty: 3926.075195
	Iteration 59Q: 3 clusters Score -1.106508e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 175114 members 
Entering Unmasked Estep 
Score: -11065228.000000 Penalty: 3926.075195
	Iteration 60F: 3 clusters Score -1.106523e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 175278 members 
Entering Unmasked Estep 
Score: -11065308.000000 Penalty: 3926.075195
	Iteration 61Q: 3 clusters Score -1.106531e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 175387 members 
Entering Unmasked Estep 
Score: -11065351.000000 Penalty: 3926.075195
	Iteration 62Q: 3 clusters Score -1.106535e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 175454 members 
Entering Unmasked Estep 
Score: -11065374.000000 Penalty: 3926.075195
	Iteration 63Q: 3 clusters Score -1.106537e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 175499 members 
Entering Unmasked Estep 
Score: -11065412.000000 Penalty: 3926.075195
	Iteration 64Q: 3 clusters Score -1.106541e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 175543 members 
Entering Unmasked Estep 
Score: -11065429.000000 Penalty: 3926.075195
	Iteration 65Q: 3 clusters Score -1.106543e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 175570 members 
Entering Unmasked Estep 
Score: -11065439.000000 Penalty: 3926.075195
	Iteration 66Q: 3 clusters Score -1.106544e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 175591 members 
Entering Unmasked Estep 
Score: -11065439.000000 Penalty: 3926.075195
	Iteration 67Q: 3 clusters Score -1.106544e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 175611 members 
Entering Unmasked Estep 
Score: -11065449.000000 Penalty: 3926.075195
	Iteration 68Q: 3 clusters Score -1.106545e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 175635 members 
Entering Unmasked Estep 
Score: -11065459.000000 Penalty: 3926.075195
	Iteration 69Q: 3 clusters Score -1.106546e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 175652 members 
Entering Unmasked Estep 
Score: -11065491.000000 Penalty: 3926.075195
	Iteration 70Q: 3 clusters Score -1.106549e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 175671 members 
Entering Unmasked Estep 
Score: -11065493.000000 Penalty: 3926.075195
	Iteration 71Q: 3 clusters Score -1.106549e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 175695 members 
Entering Unmasked Estep 
Score: -11065505.000000 Penalty: 3926.075195
	Iteration 72Q: 3 clusters Score -1.10655e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 175715 members 
Entering Unmasked Estep 
Score: -11065521.000000 Penalty: 3926.075195
	Iteration 73Q: 3 clusters Score -1.106552e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 175727 members 
Entering Unmasked Estep 
Score: -11065527.000000 Penalty: 3926.075195
	Iteration 74Q: 3 clusters Score -1.106553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 175735 members 
Entering Unmasked Estep 
Score: -11065528.000000 Penalty: 3926.075195
	Iteration 75Q: 3 clusters Score -1.106553e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 175740 members 
Entering Unmasked Estep 
Score: -11065533.000000 Penalty: 3926.075195
	Iteration 76Q: 3 clusters Score -1.106553e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 175755 members 
Entering Unmasked Estep 
Score: -11065547.000000 Penalty: 3926.075195
	Iteration 77Q: 3 clusters Score -1.106555e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 175768 members 
Entering Unmasked Estep 
Score: -11065566.000000 Penalty: 3926.075195
	Iteration 78Q: 3 clusters Score -1.106557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 175777 members 
Entering Unmasked Estep 
Score: -11065571.000000 Penalty: 3926.075195
	Iteration 79Q: 3 clusters Score -1.106557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 175783 members 
Entering Unmasked Estep 
Score: -11065565.000000 Penalty: 3926.075195
	Iteration 80F: 3 clusters Score -1.106556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 175786 members 
Entering Unmasked Estep 
Score: -11065560.000000 Penalty: 3926.075195
	Iteration 81Q: 3 clusters Score -1.106556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 175788 members 
Entering Unmasked Estep 
Score: -11065571.000000 Penalty: 3926.075195
	Iteration 82Q: 3 clusters Score -1.106557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 175791 members 
Entering Unmasked Estep 
Score: -11065569.000000 Penalty: 3926.075195
	Iteration 83Q: 3 clusters Score -1.106557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 175794 members 
Entering Unmasked Estep 
Score: -11065582.000000 Penalty: 3926.075195
	Iteration 84Q: 3 clusters Score -1.106558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 175798 members 
Entering Unmasked Estep 
Score: -11065591.000000 Penalty: 3926.075195
	Iteration 85Q: 3 clusters Score -1.106559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 175799 members 
Entering Unmasked Estep 
Score: -11065596.000000 Penalty: 3926.075195
	Iteration 86Q: 3 clusters Score -1.10656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 175803 members 
Entering Unmasked Estep 
Score: -11065597.000000 Penalty: 3926.075195
	Iteration 87Q: 3 clusters Score -1.10656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 175805 members 
Entering Unmasked Estep 
Score: -11065598.000000 Penalty: 3926.075195
	Iteration 88Q: 3 clusters Score -1.10656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 175806 members 
Entering Unmasked Estep 
Score: -11065603.000000 Penalty: 3926.075195
	Iteration 89Q: 3 clusters Score -1.10656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 175808 members 
Entering Unmasked Estep 
Score: -11065604.000000 Penalty: 3926.075195
	Iteration 90Q: 3 clusters Score -1.10656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 175812 members 
Entering Unmasked Estep 
Score: -11065600.000000 Penalty: 3926.075195
	Iteration 91Q: 3 clusters Score -1.10656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 175816 members 
Entering Unmasked Estep 
Score: -11065607.000000 Penalty: 3926.075195
	Iteration 92Q: 3 clusters Score -1.106561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 175818 members 
Entering Unmasked Estep 
Score: -11065603.000000 Penalty: 3926.075195
	Iteration 93Q: 3 clusters Score -1.10656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 175818 members 
Entering Unmasked Estep 
Score: -11065606.000000 Penalty: 3926.075195
	Iteration 94Q: 3 clusters Score -1.106561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 175819 members 
Entering Unmasked Estep 
Score: -11065610.000000 Penalty: 3926.075195
	Iteration 95Q: 3 clusters Score -1.106561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 175819 members 
Entering Unmasked Estep 
Score: -11065610.000000 Penalty: 3926.075195
	Iteration 96Q: 3 clusters Score -1.106561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 175819 members 
Entering Unmasked Estep 
Score: -11065610.000000 Penalty: 3926.075195
	Iteration 97F: 3 clusters Score -1.106561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -109515.164062 Penalty: 1204.672241
	Iteration 0F: 2 clusters Score -109515.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -107634.601562 Penalty: 2409.344482
	Iteration 0F: 3 clusters Score -107634.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -107991.679688 Penalty: 2409.344482
	Iteration 1F: 3 clusters Score -107991.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -108070.757812 Penalty: 2409.344482
	Iteration 2F: 3 clusters Score -108070.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -108124.140625 Penalty: 2409.344482
	Iteration 3Q: 3 clusters Score -108124.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -108153.101562 Penalty: 2409.344482
	Iteration 4Q: 3 clusters Score -108153.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -108170.632812 Penalty: 2409.344482
	Iteration 5Q: 3 clusters Score -108170.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -108183.796875 Penalty: 2409.344482
	Iteration 6Q: 3 clusters Score -108183.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -108190.578125 Penalty: 2409.344482
	Iteration 7Q: 3 clusters Score -108190.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -108197.367188 Penalty: 2409.344482
	Iteration 8Q: 3 clusters Score -108197.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -108201.273438 Penalty: 2409.344482
	Iteration 9Q: 3 clusters Score -108201.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -108203.351562 Penalty: 2409.344482
	Iteration 10Q: 3 clusters Score -108203.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -108204.125000 Penalty: 2409.344482
	Iteration 11Q: 3 clusters Score -108204.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -108204.695312 Penalty: 2409.344482
	Iteration 12Q: 3 clusters Score -108204.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -108205.132812 Penalty: 2409.344482
	Iteration 13Q: 3 clusters Score -108205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -108206.679688 Penalty: 2409.344482
	Iteration 14Q: 3 clusters Score -108206.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -108207.539062 Penalty: 2409.344482
	Iteration 15Q: 3 clusters Score -108207.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -108207.703125 Penalty: 2409.344482
	Iteration 16Q: 3 clusters Score -108207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -108207.703125 Penalty: 2409.344482
	Iteration 17F: 3 clusters Score -108207.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Entering Unmasked Estep 
Score: -1058878.875000 Penalty: 1585.599731
	Iteration 0F: 2 clusters Score -1058879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1047013.312500 Penalty: 3171.199463
	Iteration 0F: 3 clusters Score -1047013 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1051317.875000 Penalty: 3171.199463
	Iteration 1F: 3 clusters Score -1051318 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1051652.875000 Penalty: 3171.199463
	Iteration 2F: 3 clusters Score -1051653 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1051986.250000 Penalty: 3171.199463
	Iteration 3Q: 3 clusters Score -1051986 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1052337.125000 Penalty: 3171.199463
	Iteration 4Q: 3 clusters Score -1052337 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1052778.250000 Penalty: 3171.199463
	Iteration 5Q: 3 clusters Score -1052778 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1053359.750000 Penalty: 3171.199463
	Iteration 6Q: 3 clusters Score -1053360 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1054026.000000 Penalty: 3171.199463
	Iteration 7F: 3 clusters Score -1054026 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1054776.375000 Penalty: 3171.199463
	Iteration 8F: 3 clusters Score -1054776 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1055383.375000 Penalty: 3171.199463
	Iteration 9F: 3 clusters Score -1055383 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1055704.625000 Penalty: 3171.199463
	Iteration 10Q: 3 clusters Score -1055705 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1055861.000000 Penalty: 3171.199463
	Iteration 11Q: 3 clusters Score -1055861 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1055928.500000 Penalty: 3171.199463
	Iteration 12Q: 3 clusters Score -1055928 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1055971.250000 Penalty: 3171.199463
	Iteration 13Q: 3 clusters Score -1055971 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1056006.125000 Penalty: 3171.199463
	Iteration 14Q: 3 clusters Score -1056006 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1056036.375000 Penalty: 3171.199463
	Iteration 15Q: 3 clusters Score -1056036 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1056062.250000 Penalty: 3171.199463
	Iteration 16Q: 3 clusters Score -1056062 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1056083.250000 Penalty: 3171.199463
	Iteration 17Q: 3 clusters Score -1056083 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1056110.125000 Penalty: 3171.199463
	Iteration 18Q: 3 clusters Score -1056110 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1056131.625000 Penalty: 3171.199463
	Iteration 19Q: 3 clusters Score -1056132 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1056154.000000 Penalty: 3171.199463
	Iteration 20F: 3 clusters Score -1056154 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1056181.875000 Penalty: 3171.199463
	Iteration 21Q: 3 clusters Score -1056182 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1056216.375000 Penalty: 3171.199463
	Iteration 22Q: 3 clusters Score -1056216 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1056271.000000 Penalty: 3171.199463
	Iteration 23Q: 3 clusters Score -1056271 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1056339.875000 Penalty: 3171.199463
	Iteration 24Q: 3 clusters Score -1056340 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1056428.375000 Penalty: 3171.199463
	Iteration 25Q: 3 clusters Score -1056428 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1056536.250000 Penalty: 3171.199463
	Iteration 26Q: 3 clusters Score -1056536 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1056691.750000 Penalty: 3171.199463
	Iteration 27Q: 3 clusters Score -1056692 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1056855.625000 Penalty: 3171.199463
	Iteration 28Q: 3 clusters Score -1056856 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1056989.625000 Penalty: 3171.199463
	Iteration 29Q: 3 clusters Score -1056990 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1057067.250000 Penalty: 3171.199463
	Iteration 30Q: 3 clusters Score -1057067 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1057130.875000 Penalty: 3171.199463
	Iteration 31Q: 3 clusters Score -1057131 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1057181.125000 Penalty: 3171.199463
	Iteration 32Q: 3 clusters Score -1057181 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1057235.375000 Penalty: 3171.199463
	Iteration 33Q: 3 clusters Score -1057235 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1057279.500000 Penalty: 3171.199463
	Iteration 34Q: 3 clusters Score -1057280 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1057324.625000 Penalty: 3171.199463
	Iteration 35Q: 3 clusters Score -1057325 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1057358.250000 Penalty: 3171.199463
	Iteration 36Q: 3 clusters Score -1057358 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1057391.000000 Penalty: 3171.199463
	Iteration 37Q: 3 clusters Score -1057391 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1057415.125000 Penalty: 3171.199463
	Iteration 38Q: 3 clusters Score -1057415 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1057427.125000 Penalty: 3171.199463
	Iteration 39Q: 3 clusters Score -1057427 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1057442.750000 Penalty: 3171.199463
	Iteration 40F: 3 clusters Score -1057443 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1057458.125000 Penalty: 3171.199463
	Iteration 41Q: 3 clusters Score -1057458 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1057478.125000 Penalty: 3171.199463
	Iteration 42Q: 3 clusters Score -1057478 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1057493.125000 Penalty: 3171.199463
	Iteration 43Q: 3 clusters Score -1057493 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1057514.625000 Penalty: 3171.199463
	Iteration 44Q: 3 clusters Score -1057515 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1057535.250000 Penalty: 3171.199463
	Iteration 45Q: 3 clusters Score -1057535 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1057547.375000 Penalty: 3171.199463
	Iteration 46Q: 3 clusters Score -1057547 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1057560.500000 Penalty: 3171.199463
	Iteration 47Q: 3 clusters Score -1057560 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1057572.500000 Penalty: 3171.199463
	Iteration 48Q: 3 clusters Score -1057572 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1057592.750000 Penalty: 3171.199463
	Iteration 49Q: 3 clusters Score -1057593 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1057603.875000 Penalty: 3171.199463
	Iteration 50Q: 3 clusters Score -1057604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1057615.500000 Penalty: 3171.199463
	Iteration 51Q: 3 clusters Score -1057616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1057623.375000 Penalty: 3171.199463
	Iteration 52Q: 3 clusters Score -1057623 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1057634.750000 Penalty: 3171.199463
	Iteration 53Q: 3 clusters Score -1057635 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1057643.375000 Penalty: 3171.199463
	Iteration 54Q: 3 clusters Score -1057643 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1057654.625000 Penalty: 3171.199463
	Iteration 55Q: 3 clusters Score -1057655 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1057664.750000 Penalty: 3171.199463
	Iteration 56Q: 3 clusters Score -1057665 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1057672.625000 Penalty: 3171.199463
	Iteration 57Q: 3 clusters Score -1057673 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1057677.000000 Penalty: 3171.199463
	Iteration 58Q: 3 clusters Score -1057677 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1057685.250000 Penalty: 3171.199463
	Iteration 59Q: 3 clusters Score -1057685 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1057692.500000 Penalty: 3171.199463
	Iteration 60F: 3 clusters Score -1057692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1057701.375000 Penalty: 3171.199463
	Iteration 61Q: 3 clusters Score -1057701 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1057707.625000 Penalty: 3171.199463
	Iteration 62Q: 3 clusters Score -1057708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1057715.250000 Penalty: 3171.199463
	Iteration 63Q: 3 clusters Score -1057715 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1057717.375000 Penalty: 3171.199463
	Iteration 64Q: 3 clusters Score -1057717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1057721.625000 Penalty: 3171.199463
	Iteration 65Q: 3 clusters Score -1057722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1057726.250000 Penalty: 3171.199463
	Iteration 66Q: 3 clusters Score -1057726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1057732.125000 Penalty: 3171.199463
	Iteration 67Q: 3 clusters Score -1057732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1057733.250000 Penalty: 3171.199463
	Iteration 68Q: 3 clusters Score -1057733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1057736.250000 Penalty: 3171.199463
	Iteration 69Q: 3 clusters Score -1057736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1057746.000000 Penalty: 3171.199463
	Iteration 70Q: 3 clusters Score -1057746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1057745.500000 Penalty: 3171.199463
	Iteration 71Q: 3 clusters Score -1057746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1057749.125000 Penalty: 3171.199463
	Iteration 72Q: 3 clusters Score -1057749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1057750.750000 Penalty: 3171.199463
	Iteration 73Q: 3 clusters Score -1057751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1057751.375000 Penalty: 3171.199463
	Iteration 74Q: 3 clusters Score -1057751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1057753.750000 Penalty: 3171.199463
	Iteration 75Q: 3 clusters Score -1057754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1057753.250000 Penalty: 3171.199463
	Iteration 76Q: 3 clusters Score -1057753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1057754.250000 Penalty: 3171.199463
	Iteration 77Q: 3 clusters Score -1057754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1057757.500000 Penalty: 3171.199463
	Iteration 78Q: 3 clusters Score -1057758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1057759.625000 Penalty: 3171.199463
	Iteration 79Q: 3 clusters Score -1057760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1057761.000000 Penalty: 3171.199463
	Iteration 80F: 3 clusters Score -1057761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1057763.750000 Penalty: 3171.199463
	Iteration 81Q: 3 clusters Score -1057764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1057765.375000 Penalty: 3171.199463
	Iteration 82Q: 3 clusters Score -1057765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1057764.625000 Penalty: 3171.199463
	Iteration 83Q: 3 clusters Score -1057765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1057763.500000 Penalty: 3171.199463
	Iteration 84Q: 3 clusters Score -1057764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1057765.375000 Penalty: 3171.199463
	Iteration 85Q: 3 clusters Score -1057765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1057767.375000 Penalty: 3171.199463
	Iteration 86Q: 3 clusters Score -1057767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1057766.625000 Penalty: 3171.199463
	Iteration 87Q: 3 clusters Score -1057767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1057769.500000 Penalty: 3171.199463
	Iteration 88Q: 3 clusters Score -1057770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1057774.500000 Penalty: 3171.199463
	Iteration 89Q: 3 clusters Score -1057774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1057775.250000 Penalty: 3171.199463
	Iteration 90Q: 3 clusters Score -1057775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1057774.000000 Penalty: 3171.199463
	Iteration 91Q: 3 clusters Score -1057774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1057776.000000 Penalty: 3171.199463
	Iteration 92Q: 3 clusters Score -1057776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1057775.625000 Penalty: 3171.199463
	Iteration 93Q: 3 clusters Score -1057776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1057775.000000 Penalty: 3171.199463
	Iteration 94Q: 3 clusters Score -1057775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1057777.375000 Penalty: 3171.199463
	Iteration 95Q: 3 clusters Score -1057777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1057779.625000 Penalty: 3171.199463
	Iteration 96Q: 3 clusters Score -1057780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1057776.250000 Penalty: 3171.199463
	Iteration 97Q: 3 clusters Score -1057776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1057776.625000 Penalty: 3171.199463
	Iteration 98Q: 3 clusters Score -1057777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1057777.000000 Penalty: 3171.199463
	Iteration 99Q: 3 clusters Score -1057777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1057776.375000 Penalty: 3171.199463
	Iteration 100F: 3 clusters Score -1057776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1057777.625000 Penalty: 3171.199463
	Iteration 101Q: 3 clusters Score -1057778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1057777.625000 Penalty: 3171.199463
	Iteration 102F: 3 clusters Score -1057778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -84287.710938 Penalty: 1162.878662
	Iteration 0F: 2 clusters Score -84287.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -82626.320312 Penalty: 2325.757324
	Iteration 0F: 3 clusters Score -82626.32 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -82930.703125 Penalty: 2325.757324
	Iteration 1F: 3 clusters Score -82930.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -83012.976562 Penalty: 2325.757324
	Iteration 2F: 3 clusters Score -83012.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -83049.406250 Penalty: 2325.757324
	Iteration 3Q: 3 clusters Score -83049.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -83078.171875 Penalty: 2325.757324
	Iteration 4Q: 3 clusters Score -83078.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -83090.812500 Penalty: 2325.757324
	Iteration 5Q: 3 clusters Score -83090.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -83101.656250 Penalty: 2325.757324
	Iteration 6Q: 3 clusters Score -83101.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -83110.023438 Penalty: 2325.757324
	Iteration 7Q: 3 clusters Score -83110.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -83116.609375 Penalty: 2325.757324
	Iteration 8Q: 3 clusters Score -83116.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -83122.335938 Penalty: 2325.757324
	Iteration 9Q: 3 clusters Score -83122.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -83125.171875 Penalty: 2325.757324
	Iteration 10Q: 3 clusters Score -83125.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -83126.851562 Penalty: 2325.757324
	Iteration 11Q: 3 clusters Score -83126.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -83128.460938 Penalty: 2325.757324
	Iteration 12Q: 3 clusters Score -83128.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -83130.710938 Penalty: 2325.757324
	Iteration 13Q: 3 clusters Score -83130.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -83131.640625 Penalty: 2325.757324
	Iteration 14Q: 3 clusters Score -83131.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -83132.554688 Penalty: 2325.757324
	Iteration 15Q: 3 clusters Score -83132.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -83134.000000 Penalty: 2325.757324
	Iteration 16Q: 3 clusters Score -83134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -83135.726562 Penalty: 2325.757324
	Iteration 17Q: 3 clusters Score -83135.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -83136.843750 Penalty: 2325.757324
	Iteration 18Q: 3 clusters Score -83136.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -83137.265625 Penalty: 2325.757324
	Iteration 19Q: 3 clusters Score -83137.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83139.546875 Penalty: 2325.757324
	Iteration 20F: 3 clusters Score -83139.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -83142.773438 Penalty: 2325.757324
	Iteration 21Q: 3 clusters Score -83142.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -83147.937500 Penalty: 2325.757324
	Iteration 22Q: 3 clusters Score -83147.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -83151.804688 Penalty: 2325.757324
	Iteration 23Q: 3 clusters Score -83151.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -83154.132812 Penalty: 2325.757324
	Iteration 24Q: 3 clusters Score -83154.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83154.875000 Penalty: 2325.757324
	Iteration 25Q: 3 clusters Score -83154.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83154.875000 Penalty: 2325.757324
	Iteration 26F: 3 clusters Score -83154.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (70572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70572 members 
Entering Unmasked Estep 
Score: -4417786.500000 Penalty: 1814.213135
	Iteration 0F: 2 clusters Score -4417786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -4370673.500000 Penalty: 3628.426270
	Iteration 0F: 3 clusters Score -4370674 nChanged 33548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -4389859.000000 Penalty: 3628.426270
	Iteration 1F: 3 clusters Score -4389859 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4390856.500000 Penalty: 3628.426270
	Iteration 2Q: 3 clusters Score -4390856 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -4392127.500000 Penalty: 3628.426270
	Iteration 3Q: 3 clusters Score -4392128 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -4393730.500000 Penalty: 3628.426270
	Iteration 4Q: 3 clusters Score -4393730 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -4395776.500000 Penalty: 3628.426270
	Iteration 5F: 3 clusters Score -4395776 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -4398221.500000 Penalty: 3628.426270
	Iteration 6F: 3 clusters Score -4398222 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -4400859.500000 Penalty: 3628.426270
	Iteration 7F: 3 clusters Score -4400860 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -4403358.000000 Penalty: 3628.426270
	Iteration 8F: 3 clusters Score -4403358 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -4405286.000000 Penalty: 3628.426270
	Iteration 9F: 3 clusters Score -4405286 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -4406437.500000 Penalty: 3628.426270
	Iteration 10Q: 3 clusters Score -4406438 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -4407287.500000 Penalty: 3628.426270
	Iteration 11Q: 3 clusters Score -4407288 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -4408172.500000 Penalty: 3628.426270
	Iteration 12Q: 3 clusters Score -4408172 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -4409194.500000 Penalty: 3628.426270
	Iteration 13Q: 3 clusters Score -4409194 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -4410292.500000 Penalty: 3628.426270
	Iteration 14Q: 3 clusters Score -4410292 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -4411363.000000 Penalty: 3628.426270
	Iteration 15Q: 3 clusters Score -4411363 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -4412390.000000 Penalty: 3628.426270
	Iteration 16Q: 3 clusters Score -4412390 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -4413291.000000 Penalty: 3628.426270
	Iteration 17Q: 3 clusters Score -4413291 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -4414221.500000 Penalty: 3628.426270
	Iteration 18Q: 3 clusters Score -4414222 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -4415279.000000 Penalty: 3628.426270
	Iteration 19Q: 3 clusters Score -4415279 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -4416263.000000 Penalty: 3628.426270
	Iteration 20F: 3 clusters Score -4416263 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -4417123.000000 Penalty: 3628.426270
	Iteration 21Q: 3 clusters Score -4417123 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -4417653.000000 Penalty: 3628.426270
	Iteration 22Q: 3 clusters Score -4417653 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -4417894.500000 Penalty: 3628.426270
	Iteration 23Q: 3 clusters Score -4417894 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -4417991.000000 Penalty: 3628.426270
	Iteration 24Q: 3 clusters Score -4417991 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -4418071.500000 Penalty: 3628.426270
	Iteration 25Q: 3 clusters Score -4418072 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -4418106.500000 Penalty: 3628.426270
	Iteration 26Q: 3 clusters Score -4418106 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -4418148.500000 Penalty: 3628.426270
	Iteration 27Q: 3 clusters Score -4418148 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -4418175.000000 Penalty: 3628.426270
	Iteration 28Q: 3 clusters Score -4418175 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -4418203.000000 Penalty: 3628.426270
	Iteration 29Q: 3 clusters Score -4418203 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -4418200.000000 Penalty: 3628.426270
	Iteration 30Q: 3 clusters Score -4418200 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -4418214.500000 Penalty: 3628.426270
	Iteration 31Q: 3 clusters Score -4418214 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -4418219.500000 Penalty: 3628.426270
	Iteration 32Q: 3 clusters Score -4418220 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -4418241.500000 Penalty: 3628.426270
	Iteration 33Q: 3 clusters Score -4418242 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -4418239.500000 Penalty: 3628.426270
	Iteration 34Q: 3 clusters Score -4418240 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -4418244.500000 Penalty: 3628.426270
	Iteration 35Q: 3 clusters Score -4418244 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -4418242.000000 Penalty: 3628.426270
	Iteration 36Q: 3 clusters Score -4418242 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -4418252.000000 Penalty: 3628.426270
	Iteration 37Q: 3 clusters Score -4418252 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -4418266.500000 Penalty: 3628.426270
	Iteration 38Q: 3 clusters Score -4418266 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -4418259.000000 Penalty: 3628.426270
	Iteration 39Q: 3 clusters Score -4418259 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -4418264.000000 Penalty: 3628.426270
	Iteration 40F: 3 clusters Score -4418264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -4418269.500000 Penalty: 3628.426270
	Iteration 41Q: 3 clusters Score -4418270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -4418270.000000 Penalty: 3628.426270
	Iteration 42Q: 3 clusters Score -4418270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -4418276.500000 Penalty: 3628.426270
	Iteration 43Q: 3 clusters Score -4418276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -4418270.500000 Penalty: 3628.426270
	Iteration 44Q: 3 clusters Score -4418270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -4418277.500000 Penalty: 3628.426270
	Iteration 45Q: 3 clusters Score -4418278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -4418270.000000 Penalty: 3628.426270
	Iteration 46Q: 3 clusters Score -4418270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -4418273.000000 Penalty: 3628.426270
	Iteration 47Q: 3 clusters Score -4418273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -4418272.000000 Penalty: 3628.426270
	Iteration 48Q: 3 clusters Score -4418272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -4418283.000000 Penalty: 3628.426270
	Iteration 49Q: 3 clusters Score -4418283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -4418276.000000 Penalty: 3628.426270
	Iteration 50Q: 3 clusters Score -4418276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -4418269.000000 Penalty: 3628.426270
	Iteration 51Q: 3 clusters Score -4418269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -4418265.000000 Penalty: 3628.426270
	Iteration 52Q: 3 clusters Score -4418265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -4418269.000000 Penalty: 3628.426270
	Iteration 53Q: 3 clusters Score -4418269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -4418272.500000 Penalty: 3628.426270
	Iteration 54Q: 3 clusters Score -4418272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -4418272.500000 Penalty: 3628.426270
	Iteration 55F: 3 clusters Score -4418272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 164681 members 
Mstep: Class 2 contains 7360 members 
Mstep: Class 3 contains 8121 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 5 contains 7976 members 
Mstep: Class 6 contains 164141 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 6681 members 
Mstep: Class 9 contains 28542 members 
Mstep: Class 10 contains 28783 members 
Mstep: Class 11 contains 176351 members 
Mstep: Class 12 contains 1658 members 
Mstep: Class 16 contains 17284 members 
Mstep: Class 17 contains 1282 members 
Mstep: Class 18 contains 41789 members 
Mstep: Class 21 contains 4199 members 
Mstep: Class 23 contains 14573 members 
Entering Unmasked Estep 
Score: -41750804.000000 Penalty: 37110.882812
Splitting cluster 18 changes total score from -41750852.000000 to -41750804.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (4199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Entering Unmasked Estep 
Score: -261949.031250 Penalty: 1355.672729
	Iteration 0F: 2 clusters Score -261949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -258516.812500 Penalty: 2711.345459
	Iteration 0F: 3 clusters Score -258516.8 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -259359.140625 Penalty: 2711.345459
	Iteration 1F: 3 clusters Score -259359.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -259514.609375 Penalty: 2711.345459
	Iteration 2F: 3 clusters Score -259514.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -259620.312500 Penalty: 2711.345459
	Iteration 3F: 3 clusters Score -259620.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -259708.156250 Penalty: 2711.345459
	Iteration 4Q: 3 clusters Score -259708.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -259772.437500 Penalty: 2711.345459
	Iteration 5Q: 3 clusters Score -259772.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -259806.859375 Penalty: 2711.345459
	Iteration 6Q: 3 clusters Score -259806.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -259836.109375 Penalty: 2711.345459
	Iteration 7Q: 3 clusters Score -259836.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -259869.562500 Penalty: 2711.345459
	Iteration 8Q: 3 clusters Score -259869.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -259917.640625 Penalty: 2711.345459
	Iteration 9Q: 3 clusters Score -259917.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -259971.187500 Penalty: 2711.345459
	Iteration 10Q: 3 clusters Score -259971.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -260018.890625 Penalty: 2711.345459
	Iteration 11Q: 3 clusters Score -260018.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -260055.625000 Penalty: 2711.345459
	Iteration 12Q: 3 clusters Score -260055.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -260093.250000 Penalty: 2711.345459
	Iteration 13Q: 3 clusters Score -260093.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -260137.750000 Penalty: 2711.345459
	Iteration 14Q: 3 clusters Score -260137.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -260182.078125 Penalty: 2711.345459
	Iteration 15Q: 3 clusters Score -260182.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -260216.875000 Penalty: 2711.345459
	Iteration 16Q: 3 clusters Score -260216.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -260254.546875 Penalty: 2711.345459
	Iteration 17Q: 3 clusters Score -260254.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -260301.984375 Penalty: 2711.345459
	Iteration 18Q: 3 clusters Score -260302 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -260353.921875 Penalty: 2711.345459
	Iteration 19Q: 3 clusters Score -260353.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -260404.750000 Penalty: 2711.345459
	Iteration 20F: 3 clusters Score -260404.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -260458.000000 Penalty: 2711.345459
	Iteration 21Q: 3 clusters Score -260458 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -260511.250000 Penalty: 2711.345459
	Iteration 22Q: 3 clusters Score -260511.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -260557.046875 Penalty: 2711.345459
	Iteration 23Q: 3 clusters Score -260557 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -260598.968750 Penalty: 2711.345459
	Iteration 24Q: 3 clusters Score -260599 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -260631.781250 Penalty: 2711.345459
	Iteration 25Q: 3 clusters Score -260631.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -260664.562500 Penalty: 2711.345459
	Iteration 26Q: 3 clusters Score -260664.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -260688.531250 Penalty: 2711.345459
	Iteration 27Q: 3 clusters Score -260688.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -260712.500000 Penalty: 2711.345459
	Iteration 28Q: 3 clusters Score -260712.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -260737.453125 Penalty: 2711.345459
	Iteration 29Q: 3 clusters Score -260737.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -260754.484375 Penalty: 2711.345459
	Iteration 30Q: 3 clusters Score -260754.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -260766.281250 Penalty: 2711.345459
	Iteration 31Q: 3 clusters Score -260766.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -260770.828125 Penalty: 2711.345459
	Iteration 32Q: 3 clusters Score -260770.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -260776.937500 Penalty: 2711.345459
	Iteration 33Q: 3 clusters Score -260776.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -260779.828125 Penalty: 2711.345459
	Iteration 34Q: 3 clusters Score -260779.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -260783.062500 Penalty: 2711.345459
	Iteration 35Q: 3 clusters Score -260783.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -260785.843750 Penalty: 2711.345459
	Iteration 36Q: 3 clusters Score -260785.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -260790.703125 Penalty: 2711.345459
	Iteration 37Q: 3 clusters Score -260790.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -260792.671875 Penalty: 2711.345459
	Iteration 38Q: 3 clusters Score -260792.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -260793.640625 Penalty: 2711.345459
	Iteration 39Q: 3 clusters Score -260793.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -260794.562500 Penalty: 2711.345459
	Iteration 40F: 3 clusters Score -260794.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -260798.296875 Penalty: 2711.345459
	Iteration 41Q: 3 clusters Score -260798.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -260800.234375 Penalty: 2711.345459
	Iteration 42Q: 3 clusters Score -260800.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -260805.421875 Penalty: 2711.345459
	Iteration 43Q: 3 clusters Score -260805.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -260809.796875 Penalty: 2711.345459
	Iteration 44Q: 3 clusters Score -260809.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -260811.906250 Penalty: 2711.345459
	Iteration 45Q: 3 clusters Score -260811.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -260813.078125 Penalty: 2711.345459
	Iteration 46Q: 3 clusters Score -260813.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -260813.640625 Penalty: 2711.345459
	Iteration 47Q: 3 clusters Score -260813.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -260814.281250 Penalty: 2711.345459
	Iteration 48Q: 3 clusters Score -260814.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -260814.281250 Penalty: 2711.345459
	Iteration 49F: 3 clusters Score -260814.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Entering Unmasked Estep 
Score: -925851.562500 Penalty: 1557.875366
	Iteration 0F: 2 clusters Score -925851.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -915673.437500 Penalty: 3115.750732
	Iteration 0F: 3 clusters Score -915673.4 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -919507.312500 Penalty: 3115.750732
	Iteration 1F: 3 clusters Score -919507.3 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -920040.062500 Penalty: 3115.750732
	Iteration 2F: 3 clusters Score -920040.1 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -920367.500000 Penalty: 3115.750732
	Iteration 3F: 3 clusters Score -920367.5 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -920596.375000 Penalty: 3115.750732
	Iteration 4Q: 3 clusters Score -920596.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -920795.000000 Penalty: 3115.750732
	Iteration 5Q: 3 clusters Score -920795 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -920969.437500 Penalty: 3115.750732
	Iteration 6Q: 3 clusters Score -920969.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -921148.562500 Penalty: 3115.750732
	Iteration 7Q: 3 clusters Score -921148.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -921352.750000 Penalty: 3115.750732
	Iteration 8Q: 3 clusters Score -921352.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -921578.375000 Penalty: 3115.750732
	Iteration 9Q: 3 clusters Score -921578.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -921829.250000 Penalty: 3115.750732
	Iteration 10Q: 3 clusters Score -921829.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -922103.187500 Penalty: 3115.750732
	Iteration 11Q: 3 clusters Score -922103.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -922367.937500 Penalty: 3115.750732
	Iteration 12Q: 3 clusters Score -922367.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -922630.062500 Penalty: 3115.750732
	Iteration 13Q: 3 clusters Score -922630.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -922844.937500 Penalty: 3115.750732
	Iteration 14Q: 3 clusters Score -922844.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -923030.125000 Penalty: 3115.750732
	Iteration 15Q: 3 clusters Score -923030.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -923190.812500 Penalty: 3115.750732
	Iteration 16Q: 3 clusters Score -923190.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -923318.500000 Penalty: 3115.750732
	Iteration 17Q: 3 clusters Score -923318.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -923419.687500 Penalty: 3115.750732
	Iteration 18Q: 3 clusters Score -923419.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -923502.187500 Penalty: 3115.750732
	Iteration 19Q: 3 clusters Score -923502.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -923568.375000 Penalty: 3115.750732
	Iteration 20F: 3 clusters Score -923568.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -923636.937500 Penalty: 3115.750732
	Iteration 21Q: 3 clusters Score -923636.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -923699.562500 Penalty: 3115.750732
	Iteration 22Q: 3 clusters Score -923699.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -923759.250000 Penalty: 3115.750732
	Iteration 23Q: 3 clusters Score -923759.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -923805.500000 Penalty: 3115.750732
	Iteration 24Q: 3 clusters Score -923805.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -923856.000000 Penalty: 3115.750732
	Iteration 25Q: 3 clusters Score -923856 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -923898.812500 Penalty: 3115.750732
	Iteration 26Q: 3 clusters Score -923898.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -923945.875000 Penalty: 3115.750732
	Iteration 27Q: 3 clusters Score -923945.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -923993.812500 Penalty: 3115.750732
	Iteration 28Q: 3 clusters Score -923993.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -924042.812500 Penalty: 3115.750732
	Iteration 29Q: 3 clusters Score -924042.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -924077.062500 Penalty: 3115.750732
	Iteration 30Q: 3 clusters Score -924077.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -924109.187500 Penalty: 3115.750732
	Iteration 31Q: 3 clusters Score -924109.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -924131.875000 Penalty: 3115.750732
	Iteration 32Q: 3 clusters Score -924131.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -924154.125000 Penalty: 3115.750732
	Iteration 33Q: 3 clusters Score -924154.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -924176.375000 Penalty: 3115.750732
	Iteration 34Q: 3 clusters Score -924176.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -924188.437500 Penalty: 3115.750732
	Iteration 35Q: 3 clusters Score -924188.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -924209.312500 Penalty: 3115.750732
	Iteration 36Q: 3 clusters Score -924209.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -924228.562500 Penalty: 3115.750732
	Iteration 37Q: 3 clusters Score -924228.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -924248.562500 Penalty: 3115.750732
	Iteration 38Q: 3 clusters Score -924248.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -924269.375000 Penalty: 3115.750732
	Iteration 39Q: 3 clusters Score -924269.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -924286.125000 Penalty: 3115.750732
	Iteration 40F: 3 clusters Score -924286.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -924303.812500 Penalty: 3115.750732
	Iteration 41Q: 3 clusters Score -924303.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -924320.687500 Penalty: 3115.750732
	Iteration 42Q: 3 clusters Score -924320.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -924337.875000 Penalty: 3115.750732
	Iteration 43Q: 3 clusters Score -924337.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -924356.812500 Penalty: 3115.750732
	Iteration 44Q: 3 clusters Score -924356.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -924380.000000 Penalty: 3115.750732
	Iteration 45Q: 3 clusters Score -924380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -924399.187500 Penalty: 3115.750732
	Iteration 46Q: 3 clusters Score -924399.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -924420.937500 Penalty: 3115.750732
	Iteration 47Q: 3 clusters Score -924420.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -924430.000000 Penalty: 3115.750732
	Iteration 48Q: 3 clusters Score -924430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -924441.562500 Penalty: 3115.750732
	Iteration 49Q: 3 clusters Score -924441.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -924453.562500 Penalty: 3115.750732
	Iteration 50Q: 3 clusters Score -924453.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -924463.625000 Penalty: 3115.750732
	Iteration 51Q: 3 clusters Score -924463.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -924474.562500 Penalty: 3115.750732
	Iteration 52Q: 3 clusters Score -924474.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -924481.625000 Penalty: 3115.750732
	Iteration 53Q: 3 clusters Score -924481.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -924488.312500 Penalty: 3115.750732
	Iteration 54Q: 3 clusters Score -924488.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -924500.187500 Penalty: 3115.750732
	Iteration 55Q: 3 clusters Score -924500.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -924509.250000 Penalty: 3115.750732
	Iteration 56Q: 3 clusters Score -924509.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -924519.500000 Penalty: 3115.750732
	Iteration 57Q: 3 clusters Score -924519.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -924530.250000 Penalty: 3115.750732
	Iteration 58Q: 3 clusters Score -924530.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -924544.250000 Penalty: 3115.750732
	Iteration 59Q: 3 clusters Score -924544.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -924550.312500 Penalty: 3115.750732
	Iteration 60F: 3 clusters Score -924550.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -924553.875000 Penalty: 3115.750732
	Iteration 61Q: 3 clusters Score -924553.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -924556.625000 Penalty: 3115.750732
	Iteration 62Q: 3 clusters Score -924556.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -924559.937500 Penalty: 3115.750732
	Iteration 63Q: 3 clusters Score -924559.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -924568.375000 Penalty: 3115.750732
	Iteration 64Q: 3 clusters Score -924568.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -924573.500000 Penalty: 3115.750732
	Iteration 65Q: 3 clusters Score -924573.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -924576.500000 Penalty: 3115.750732
	Iteration 66Q: 3 clusters Score -924576.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -924581.312500 Penalty: 3115.750732
	Iteration 67Q: 3 clusters Score -924581.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -924583.000000 Penalty: 3115.750732
	Iteration 68Q: 3 clusters Score -924583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -924584.250000 Penalty: 3115.750732
	Iteration 69Q: 3 clusters Score -924584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -924585.000000 Penalty: 3115.750732
	Iteration 70Q: 3 clusters Score -924585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -924587.500000 Penalty: 3115.750732
	Iteration 71Q: 3 clusters Score -924587.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -924589.062500 Penalty: 3115.750732
	Iteration 72Q: 3 clusters Score -924589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -924591.625000 Penalty: 3115.750732
	Iteration 73Q: 3 clusters Score -924591.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -924593.062500 Penalty: 3115.750732
	Iteration 74Q: 3 clusters Score -924593.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -924593.625000 Penalty: 3115.750732
	Iteration 75Q: 3 clusters Score -924593.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -924598.062500 Penalty: 3115.750732
	Iteration 76Q: 3 clusters Score -924598.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -924599.187500 Penalty: 3115.750732
	Iteration 77Q: 3 clusters Score -924599.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -924599.187500 Penalty: 3115.750732
	Iteration 78F: 3 clusters Score -924599.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 164681 members 
Mstep: Class 2 contains 7360 members 
Mstep: Class 3 contains 8121 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 5 contains 7976 members 
Mstep: Class 6 contains 164141 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 6681 members 
Mstep: Class 9 contains 28542 members 
Mstep: Class 11 contains 176351 members 
Mstep: Class 12 contains 1658 members 
Mstep: Class 16 contains 17284 members 
Mstep: Class 17 contains 1282 members 
Mstep: Class 18 contains 70572 members 
Mstep: Class 21 contains 4199 members 
Mstep: Class 23 contains 14573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41750888.000000 Penalty: 34927.890625
Iteration 119Q: 17 clusters Score -4.175089e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 164038 members 
Mstep: Class 2 contains 7213 members 
Mstep: Class 3 contains 8079 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 7969 members 
Mstep: Class 6 contains 164056 members 
Mstep: Class 7 contains 3838 members 
Mstep: Class 8 contains 6666 members 
Mstep: Class 9 contains 28460 members 
Mstep: Class 11 contains 177292 members 
Mstep: Class 12 contains 1655 members 
Mstep: Class 16 contains 17333 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 70510 members 
Mstep: Class 21 contains 4336 members 
Mstep: Class 23 contains 14569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41750980.000000 Penalty: 34927.890625
Iteration 120F: 17 clusters Score -4.175098e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 163374 members 
Mstep: Class 2 contains 7088 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 5385 members 
Mstep: Class 5 contains 7969 members 
Mstep: Class 6 contains 163944 members 
Mstep: Class 7 contains 3836 members 
Mstep: Class 8 contains 6650 members 
Mstep: Class 9 contains 28383 members 
Mstep: Class 11 contains 178222 members 
Mstep: Class 12 contains 1649 members 
Mstep: Class 16 contains 17400 members 
Mstep: Class 17 contains 1263 members 
Mstep: Class 18 contains 70457 members 
Mstep: Class 21 contains 4479 members 
Mstep: Class 23 contains 14564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41751056.000000 Penalty: 34927.890625
Iteration 121Q: 17 clusters Score -4.175106e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 162724 members 
Mstep: Class 2 contains 6963 members 
Mstep: Class 3 contains 7957 members 
Mstep: Class 4 contains 5360 members 
Mstep: Class 5 contains 7967 members 
Mstep: Class 6 contains 163815 members 
Mstep: Class 7 contains 3833 members 
Mstep: Class 8 contains 6631 members 
Mstep: Class 9 contains 28305 members 
Mstep: Class 11 contains 179137 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 16 contains 17474 members 
Mstep: Class 17 contains 1262 members 
Mstep: Class 18 contains 70399 members 
Mstep: Class 21 contains 4656 members 
Mstep: Class 23 contains 14562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41751144.000000 Penalty: 34927.890625
Iteration 122Q: 17 clusters Score -4.175114e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 162085 members 
Mstep: Class 2 contains 6821 members 
Mstep: Class 3 contains 7898 members 
Mstep: Class 4 contains 5331 members 
Mstep: Class 5 contains 7960 members 
Mstep: Class 6 contains 163678 members 
Mstep: Class 7 contains 3831 members 
Mstep: Class 8 contains 6604 members 
Mstep: Class 9 contains 28230 members 
Mstep: Class 11 contains 180065 members 
Mstep: Class 12 contains 1643 members 
Mstep: Class 16 contains 17554 members 
Mstep: Class 17 contains 1259 members 
Mstep: Class 18 contains 70339 members 
Mstep: Class 21 contains 4833 members 
Mstep: Class 23 contains 14560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41751412.000000 Penalty: 34927.890625
Iteration 123Q: 17 clusters Score -4.175141e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 161430 members 
Mstep: Class 2 contains 6677 members 
Mstep: Class 3 contains 7833 members 
Mstep: Class 4 contains 5301 members 
Mstep: Class 5 contains 7958 members 
Mstep: Class 6 contains 163532 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 6581 members 
Mstep: Class 9 contains 28164 members 
Mstep: Class 11 contains 180968 members 
Mstep: Class 12 contains 1640 members 
Mstep: Class 16 contains 17641 members 
Mstep: Class 17 contains 1248 members 
Mstep: Class 18 contains 70280 members 
Mstep: Class 21 contains 5046 members 
Mstep: Class 23 contains 14562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41751356.000000 Penalty: 34927.890625
Iteration 124Q: 17 clusters Score -4.175136e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 160773 members 
Mstep: Class 2 contains 6511 members 
Mstep: Class 3 contains 7777 members 
Mstep: Class 4 contains 5274 members 
Mstep: Class 5 contains 7955 members 
Mstep: Class 6 contains 163411 members 
Mstep: Class 7 contains 3830 members 
Mstep: Class 8 contains 6547 members 
Mstep: Class 9 contains 28105 members 
Mstep: Class 11 contains 181843 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 16 contains 17736 members 
Mstep: Class 17 contains 1238 members 
Mstep: Class 18 contains 70222 members 
Mstep: Class 21 contains 5268 members 
Mstep: Class 23 contains 14565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41751496.000000 Penalty: 34927.890625
Iteration 125Q: 17 clusters Score -4.17515e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 160115 members 
Mstep: Class 2 contains 6367 members 
Mstep: Class 3 contains 7723 members 
Mstep: Class 4 contains 5248 members 
Mstep: Class 5 contains 7951 members 
Mstep: Class 6 contains 163263 members 
Mstep: Class 7 contains 3828 members 
Mstep: Class 8 contains 6527 members 
Mstep: Class 9 contains 28055 members 
Mstep: Class 11 contains 182679 members 
Mstep: Class 12 contains 1632 members 
Mstep: Class 16 contains 17808 members 
Mstep: Class 17 contains 1224 members 
Mstep: Class 18 contains 70176 members 
Mstep: Class 21 contains 5523 members 
Mstep: Class 23 contains 14572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2156.479980 but Gain 2182.994141
Score: -41751724.000000 Penalty: 32744.896484
Iteration 126Q: 16 clusters Score -4.175172e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 159615 members 
Mstep: Class 2 contains 6211 members 
Mstep: Class 3 contains 7662 members 
Mstep: Class 4 contains 5225 members 
Mstep: Class 5 contains 7952 members 
Mstep: Class 6 contains 163195 members 
Mstep: Class 7 contains 3827 members 
Mstep: Class 8 contains 6508 members 
Mstep: Class 9 contains 28011 members 
Mstep: Class 11 contains 184041 members 
Mstep: Class 12 contains 1629 members 
Mstep: Class 16 contains 17866 members 
Mstep: Class 18 contains 70210 members 
Mstep: Class 21 contains 6143 members 
Mstep: Class 23 contains 14596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41753384.000000 Penalty: 32744.896484
Iteration 127Q: 16 clusters Score -4.175338e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 158838 members 
Mstep: Class 2 contains 6031 members 
Mstep: Class 3 contains 7601 members 
Mstep: Class 4 contains 5204 members 
Mstep: Class 5 contains 7954 members 
Mstep: Class 6 contains 162966 members 
Mstep: Class 7 contains 3822 members 
Mstep: Class 8 contains 6479 members 
Mstep: Class 9 contains 27930 members 
Mstep: Class 11 contains 184973 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 16 contains 17935 members 
Mstep: Class 18 contains 70107 members 
Mstep: Class 21 contains 6636 members 
Mstep: Class 23 contains 14588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41753516.000000 Penalty: 32744.896484
Iteration 128Q: 16 clusters Score -4.175352e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 158082 members 
Mstep: Class 2 contains 5852 members 
Mstep: Class 3 contains 7536 members 
Mstep: Class 4 contains 5182 members 
Mstep: Class 5 contains 7956 members 
Mstep: Class 6 contains 162747 members 
Mstep: Class 7 contains 3818 members 
Mstep: Class 8 contains 6447 members 
Mstep: Class 9 contains 27849 members 
Mstep: Class 11 contains 185851 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 16 contains 18015 members 
Mstep: Class 18 contains 70034 members 
Mstep: Class 21 contains 7117 members 
Mstep: Class 23 contains 14586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41753880.000000 Penalty: 32744.896484
Iteration 129Q: 16 clusters Score -4.175388e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 157322 members 
Mstep: Class 2 contains 5680 members 
Mstep: Class 3 contains 7466 members 
Mstep: Class 4 contains 5157 members 
Mstep: Class 5 contains 7952 members 
Mstep: Class 6 contains 162528 members 
Mstep: Class 7 contains 3815 members 
Mstep: Class 8 contains 6414 members 
Mstep: Class 9 contains 27759 members 
Mstep: Class 11 contains 186744 members 
Mstep: Class 12 contains 1610 members 
Mstep: Class 16 contains 18103 members 
Mstep: Class 18 contains 69958 members 
Mstep: Class 21 contains 7603 members 
Mstep: Class 23 contains 14580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41754160.000000 Penalty: 32744.896484
Iteration 130Q: 16 clusters Score -4.175416e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 156540 members 
Mstep: Class 2 contains 5511 members 
Mstep: Class 3 contains 7390 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 7949 members 
Mstep: Class 6 contains 162366 members 
Mstep: Class 7 contains 3812 members 
Mstep: Class 8 contains 6379 members 
Mstep: Class 9 contains 27671 members 
Mstep: Class 11 contains 187605 members 
Mstep: Class 12 contains 1592 members 
Mstep: Class 16 contains 18203 members 
Mstep: Class 18 contains 69874 members 
Mstep: Class 21 contains 8086 members 
Mstep: Class 23 contains 14578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41754564.000000 Penalty: 32744.896484
Iteration 131Q: 16 clusters Score -4.175456e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 155774 members 
Mstep: Class 2 contains 5349 members 
Mstep: Class 3 contains 7299 members 
Mstep: Class 4 contains 5113 members 
Mstep: Class 5 contains 7944 members 
Mstep: Class 6 contains 162200 members 
Mstep: Class 7 contains 3806 members 
Mstep: Class 8 contains 6346 members 
Mstep: Class 9 contains 27579 members 
Mstep: Class 11 contains 188425 members 
Mstep: Class 12 contains 1582 members 
Mstep: Class 16 contains 18300 members 
Mstep: Class 18 contains 69825 members 
Mstep: Class 21 contains 8572 members 
Mstep: Class 23 contains 14577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41754720.000000 Penalty: 32744.896484
Iteration 132Q: 16 clusters Score -4.175472e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 155017 members 
Mstep: Class 2 contains 5194 members 
Mstep: Class 3 contains 7210 members 
Mstep: Class 4 contains 5094 members 
Mstep: Class 5 contains 7938 members 
Mstep: Class 6 contains 162013 members 
Mstep: Class 7 contains 3805 members 
Mstep: Class 8 contains 6323 members 
Mstep: Class 9 contains 27481 members 
Mstep: Class 11 contains 189230 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 16 contains 18385 members 
Mstep: Class 18 contains 69782 members 
Mstep: Class 21 contains 9080 members 
Mstep: Class 23 contains 14565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41755228.000000 Penalty: 32744.896484
Iteration 133Q: 16 clusters Score -4.175523e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 154245 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 7138 members 
Mstep: Class 4 contains 5066 members 
Mstep: Class 5 contains 7934 members 
Mstep: Class 6 contains 161832 members 
Mstep: Class 7 contains 3799 members 
Mstep: Class 8 contains 6297 members 
Mstep: Class 9 contains 27383 members 
Mstep: Class 11 contains 190042 members 
Mstep: Class 12 contains 1571 members 
Mstep: Class 16 contains 18491 members 
Mstep: Class 18 contains 69715 members 
Mstep: Class 21 contains 9621 members 
Mstep: Class 23 contains 14554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41755576.000000 Penalty: 32744.896484
Iteration 134Q: 16 clusters Score -4.175558e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 153449 members 
Mstep: Class 2 contains 4826 members 
Mstep: Class 3 contains 7079 members 
Mstep: Class 4 contains 5040 members 
Mstep: Class 5 contains 7931 members 
Mstep: Class 6 contains 161656 members 
Mstep: Class 7 contains 3793 members 
Mstep: Class 8 contains 6268 members 
Mstep: Class 9 contains 27293 members 
Mstep: Class 11 contains 190811 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 16 contains 18603 members 
Mstep: Class 18 contains 69665 members 
Mstep: Class 21 contains 10162 members 
Mstep: Class 23 contains 14552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41755580.000000 Penalty: 32744.896484
Iteration 135Q: 16 clusters Score -4.175558e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152692 members 
Mstep: Class 2 contains 4650 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 5015 members 
Mstep: Class 5 contains 7929 members 
Mstep: Class 6 contains 161447 members 
Mstep: Class 7 contains 3790 members 
Mstep: Class 8 contains 6240 members 
Mstep: Class 9 contains 27203 members 
Mstep: Class 11 contains 191613 members 
Mstep: Class 12 contains 1551 members 
Mstep: Class 16 contains 18719 members 
Mstep: Class 18 contains 69601 members 
Mstep: Class 21 contains 10700 members 
Mstep: Class 23 contains 14556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41755840.000000 Penalty: 32744.896484
Iteration 136Q: 16 clusters Score -4.175584e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152000 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 6888 members 
Mstep: Class 4 contains 4980 members 
Mstep: Class 5 contains 7930 members 
Mstep: Class 6 contains 161237 members 
Mstep: Class 7 contains 3790 members 
Mstep: Class 8 contains 6212 members 
Mstep: Class 9 contains 27110 members 
Mstep: Class 11 contains 192444 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 16 contains 18815 members 
Mstep: Class 18 contains 69525 members 
Mstep: Class 21 contains 11196 members 
Mstep: Class 23 contains 14546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41756116.000000 Penalty: 32744.896484
Iteration 137Q: 16 clusters Score -4.175612e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 151288 members 
Mstep: Class 2 contains 4320 members 
Mstep: Class 3 contains 6802 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 7928 members 
Mstep: Class 6 contains 161025 members 
Mstep: Class 7 contains 3787 members 
Mstep: Class 8 contains 6188 members 
Mstep: Class 9 contains 27026 members 
Mstep: Class 11 contains 193285 members 
Mstep: Class 12 contains 1537 members 
Mstep: Class 16 contains 18902 members 
Mstep: Class 18 contains 69454 members 
Mstep: Class 21 contains 11667 members 
Mstep: Class 23 contains 14540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41756224.000000 Penalty: 32744.896484
Iteration 138Q: 16 clusters Score -4.175622e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 150606 members 
Mstep: Class 2 contains 4177 members 
Mstep: Class 3 contains 6726 members 
Mstep: Class 4 contains 4900 members 
Mstep: Class 5 contains 7926 members 
Mstep: Class 6 contains 160810 members 
Mstep: Class 7 contains 3784 members 
Mstep: Class 8 contains 6167 members 
Mstep: Class 9 contains 26928 members 
Mstep: Class 11 contains 194055 members 
Mstep: Class 12 contains 1526 members 
Mstep: Class 16 contains 19021 members 
Mstep: Class 18 contains 69399 members 
Mstep: Class 21 contains 12132 members 
Mstep: Class 23 contains 14534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41756452.000000 Penalty: 32744.896484
Iteration 139Q: 16 clusters Score -4.175645e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 149897 members 
Mstep: Class 2 contains 4042 members 
Mstep: Class 3 contains 6656 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 7924 members 
Mstep: Class 6 contains 160586 members 
Mstep: Class 7 contains 3775 members 
Mstep: Class 8 contains 6154 members 
Mstep: Class 9 contains 26840 members 
Mstep: Class 11 contains 194799 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 16 contains 19167 members 
Mstep: Class 18 contains 69362 members 
Mstep: Class 21 contains 12593 members 
Mstep: Class 23 contains 14524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41756748.000000 Penalty: 32744.896484
Iteration 140F: 16 clusters Score -4.175675e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 149167 members 
Mstep: Class 2 contains 3921 members 
Mstep: Class 3 contains 6569 members 
Mstep: Class 4 contains 4800 members 
Mstep: Class 5 contains 7920 members 
Mstep: Class 6 contains 160384 members 
Mstep: Class 7 contains 3767 members 
Mstep: Class 8 contains 6137 members 
Mstep: Class 9 contains 26740 members 
Mstep: Class 11 contains 195548 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 16 contains 19307 members 
Mstep: Class 18 contains 69346 members 
Mstep: Class 21 contains 13063 members 
Mstep: Class 23 contains 14519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41756740.000000 Penalty: 32744.896484
Iteration 141Q: 16 clusters Score -4.175674e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 148427 members 
Mstep: Class 2 contains 3817 members 
Mstep: Class 3 contains 6490 members 
Mstep: Class 4 contains 4742 members 
Mstep: Class 5 contains 7920 members 
Mstep: Class 6 contains 160205 members 
Mstep: Class 7 contains 3759 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 26662 members 
Mstep: Class 11 contains 196249 members 
Mstep: Class 12 contains 1494 members 
Mstep: Class 16 contains 19430 members 
Mstep: Class 18 contains 69302 members 
Mstep: Class 21 contains 13556 members 
Mstep: Class 23 contains 14506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41757144.000000 Penalty: 32744.896484
Iteration 142Q: 16 clusters Score -4.175714e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 147646 members 
Mstep: Class 2 contains 3710 members 
Mstep: Class 3 contains 6421 members 
Mstep: Class 4 contains 4691 members 
Mstep: Class 5 contains 7916 members 
Mstep: Class 6 contains 160063 members 
Mstep: Class 7 contains 3750 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 26601 members 
Mstep: Class 11 contains 196966 members 
Mstep: Class 12 contains 1481 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 18 contains 69249 members 
Mstep: Class 21 contains 14012 members 
Mstep: Class 23 contains 14497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41757228.000000 Penalty: 32744.896484
Iteration 143Q: 16 clusters Score -4.175723e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 146915 members 
Mstep: Class 2 contains 3615 members 
Mstep: Class 3 contains 6378 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 159920 members 
Mstep: Class 7 contains 3745 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 26522 members 
Mstep: Class 11 contains 197604 members 
Mstep: Class 12 contains 1469 members 
Mstep: Class 16 contains 19685 members 
Mstep: Class 18 contains 69187 members 
Mstep: Class 21 contains 14494 members 
Mstep: Class 23 contains 14486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41757312.000000 Penalty: 32744.896484
Iteration 144Q: 16 clusters Score -4.175731e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 146179 members 
Mstep: Class 2 contains 3514 members 
Mstep: Class 3 contains 6338 members 
Mstep: Class 4 contains 4588 members 
Mstep: Class 5 contains 7908 members 
Mstep: Class 6 contains 159764 members 
Mstep: Class 7 contains 3737 members 
Mstep: Class 8 contains 6113 members 
Mstep: Class 9 contains 26432 members 
Mstep: Class 11 contains 198293 members 
Mstep: Class 12 contains 1455 members 
Mstep: Class 16 contains 19807 members 
Mstep: Class 18 contains 69136 members 
Mstep: Class 21 contains 14955 members 
Mstep: Class 23 contains 14472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41757588.000000 Penalty: 32744.896484
Iteration 145Q: 16 clusters Score -4.175759e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 145431 members 
Mstep: Class 2 contains 3416 members 
Mstep: Class 3 contains 6283 members 
Mstep: Class 4 contains 4535 members 
Mstep: Class 5 contains 7904 members 
Mstep: Class 6 contains 159616 members 
Mstep: Class 7 contains 3724 members 
Mstep: Class 8 contains 6104 members 
Mstep: Class 9 contains 26324 members 
Mstep: Class 11 contains 199059 members 
Mstep: Class 12 contains 1449 members 
Mstep: Class 16 contains 19918 members 
Mstep: Class 18 contains 69084 members 
Mstep: Class 21 contains 15383 members 
Mstep: Class 23 contains 14461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41757828.000000 Penalty: 32744.896484
Iteration 146Q: 16 clusters Score -4.175783e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 144672 members 
Mstep: Class 2 contains 3321 members 
Mstep: Class 3 contains 6239 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 7900 members 
Mstep: Class 6 contains 159459 members 
Mstep: Class 7 contains 3713 members 
Mstep: Class 8 contains 6094 members 
Mstep: Class 9 contains 26206 members 
Mstep: Class 11 contains 199822 members 
Mstep: Class 12 contains 1449 members 
Mstep: Class 16 contains 20027 members 
Mstep: Class 18 contains 69026 members 
Mstep: Class 21 contains 15819 members 
Mstep: Class 23 contains 14451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41758004.000000 Penalty: 32744.896484
Iteration 147Q: 16 clusters Score -4.1758e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 143889 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 6190 members 
Mstep: Class 4 contains 4449 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 159304 members 
Mstep: Class 7 contains 3708 members 
Mstep: Class 8 contains 6088 members 
Mstep: Class 9 contains 26095 members 
Mstep: Class 11 contains 200619 members 
Mstep: Class 12 contains 1445 members 
Mstep: Class 16 contains 20134 members 
Mstep: Class 18 contains 68965 members 
Mstep: Class 21 contains 16233 members 
Mstep: Class 23 contains 14442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41758168.000000 Penalty: 32744.896484
Iteration 148Q: 16 clusters Score -4.175817e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 143156 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 6130 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7886 members 
Mstep: Class 6 contains 159156 members 
Mstep: Class 7 contains 3703 members 
Mstep: Class 8 contains 6087 members 
Mstep: Class 9 contains 25992 members 
Mstep: Class 11 contains 201419 members 
Mstep: Class 12 contains 1431 members 
Mstep: Class 16 contains 20231 members 
Mstep: Class 18 contains 68918 members 
Mstep: Class 21 contains 16600 members 
Mstep: Class 23 contains 14434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41758276.000000 Penalty: 32744.896484
Iteration 149Q: 16 clusters Score -4.175828e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 142434 members 
Mstep: Class 2 contains 3025 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 4364 members 
Mstep: Class 5 contains 7882 members 
Mstep: Class 6 contains 159043 members 
Mstep: Class 7 contains 3699 members 
Mstep: Class 8 contains 6085 members 
Mstep: Class 9 contains 25889 members 
Mstep: Class 11 contains 202189 members 
Mstep: Class 12 contains 1419 members 
Mstep: Class 16 contains 20329 members 
Mstep: Class 18 contains 68857 members 
Mstep: Class 21 contains 16953 members 
Mstep: Class 23 contains 14425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41758512.000000 Penalty: 32744.896484
Iteration 150Q: 16 clusters Score -4.175851e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 141709 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 6066 members 
Mstep: Class 4 contains 4318 members 
Mstep: Class 5 contains 7877 members 
Mstep: Class 6 contains 158909 members 
Mstep: Class 7 contains 3693 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 25787 members 
Mstep: Class 11 contains 203008 members 
Mstep: Class 12 contains 1406 members 
Mstep: Class 16 contains 20407 members 
Mstep: Class 18 contains 68799 members 
Mstep: Class 21 contains 17273 members 
Mstep: Class 23 contains 14410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41758580.000000 Penalty: 32744.896484
Iteration 151Q: 16 clusters Score -4.175858e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 141026 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 6018 members 
Mstep: Class 4 contains 4268 members 
Mstep: Class 5 contains 7874 members 
Mstep: Class 6 contains 158792 members 
Mstep: Class 7 contains 3692 members 
Mstep: Class 8 contains 6096 members 
Mstep: Class 9 contains 25677 members 
Mstep: Class 11 contains 203771 members 
Mstep: Class 12 contains 1398 members 
Mstep: Class 16 contains 20493 members 
Mstep: Class 18 contains 68730 members 
Mstep: Class 21 contains 17609 members 
Mstep: Class 23 contains 14401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41758760.000000 Penalty: 32744.896484
Iteration 152Q: 16 clusters Score -4.175876e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 140324 members 
Mstep: Class 2 contains 2756 members 
Mstep: Class 3 contains 5971 members 
Mstep: Class 4 contains 4224 members 
Mstep: Class 5 contains 7867 members 
Mstep: Class 6 contains 158702 members 
Mstep: Class 7 contains 3688 members 
Mstep: Class 8 contains 6101 members 
Mstep: Class 9 contains 25561 members 
Mstep: Class 11 contains 204559 members 
Mstep: Class 12 contains 1394 members 
Mstep: Class 16 contains 20569 members 
Mstep: Class 18 contains 68665 members 
Mstep: Class 21 contains 17921 members 
Mstep: Class 23 contains 14389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41759012.000000 Penalty: 32744.896484
Iteration 153Q: 16 clusters Score -4.175901e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 139641 members 
Mstep: Class 2 contains 2691 members 
Mstep: Class 3 contains 5908 members 
Mstep: Class 4 contains 4178 members 
Mstep: Class 5 contains 7861 members 
Mstep: Class 6 contains 158612 members 
Mstep: Class 7 contains 3681 members 
Mstep: Class 8 contains 6106 members 
Mstep: Class 9 contains 25462 members 
Mstep: Class 11 contains 205311 members 
Mstep: Class 12 contains 1391 members 
Mstep: Class 16 contains 20628 members 
Mstep: Class 18 contains 68605 members 
Mstep: Class 21 contains 18245 members 
Mstep: Class 23 contains 14371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41759244.000000 Penalty: 32744.896484
Iteration 154Q: 16 clusters Score -4.175924e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 139008 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 5835 members 
Mstep: Class 4 contains 4143 members 
Mstep: Class 5 contains 7852 members 
Mstep: Class 6 contains 158500 members 
Mstep: Class 7 contains 3672 members 
Mstep: Class 8 contains 6113 members 
Mstep: Class 9 contains 25370 members 
Mstep: Class 11 contains 206035 members 
Mstep: Class 12 contains 1390 members 
Mstep: Class 16 contains 20669 members 
Mstep: Class 18 contains 68566 members 
Mstep: Class 21 contains 18539 members 
Mstep: Class 23 contains 14370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41759364.000000 Penalty: 32744.896484
Iteration 155Q: 16 clusters Score -4.175936e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 138294 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 5766 members 
Mstep: Class 4 contains 4111 members 
Mstep: Class 5 contains 7846 members 
Mstep: Class 6 contains 158381 members 
Mstep: Class 7 contains 3667 members 
Mstep: Class 8 contains 6115 members 
Mstep: Class 9 contains 25286 members 
Mstep: Class 11 contains 206819 members 
Mstep: Class 12 contains 1388 members 
Mstep: Class 16 contains 20726 members 
Mstep: Class 18 contains 68541 members 
Mstep: Class 21 contains 18814 members 
Mstep: Class 23 contains 14364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41759520.000000 Penalty: 32744.896484
Iteration 156Q: 16 clusters Score -4.175952e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 137556 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 3 contains 5698 members 
Mstep: Class 4 contains 4074 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 158278 members 
Mstep: Class 7 contains 3655 members 
Mstep: Class 8 contains 6124 members 
Mstep: Class 9 contains 25205 members 
Mstep: Class 11 contains 207641 members 
Mstep: Class 12 contains 1389 members 
Mstep: Class 16 contains 20782 members 
Mstep: Class 18 contains 68528 members 
Mstep: Class 21 contains 19044 members 
Mstep: Class 23 contains 14362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41759644.000000 Penalty: 32744.896484
Iteration 157Q: 16 clusters Score -4.175964e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 136859 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 5625 members 
Mstep: Class 4 contains 4033 members 
Mstep: Class 5 contains 7840 members 
Mstep: Class 6 contains 158166 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 6129 members 
Mstep: Class 9 contains 25114 members 
Mstep: Class 11 contains 208463 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 16 contains 20833 members 
Mstep: Class 18 contains 68502 members 
Mstep: Class 21 contains 19275 members 
Mstep: Class 23 contains 14358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41759748.000000 Penalty: 32744.896484
Iteration 158Q: 16 clusters Score -4.175975e+07 nChanged 1865
Entering ConstructFrom: 
Score: -41759748.000000 Penalty: 32744.896484
Entering ConstructFrom: 
Trying to split cluster 1 (136166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136166 members 
Entering Unmasked Estep 
Score: -8571274.000000 Penalty: 1921.014893
	Iteration 0F: 2 clusters Score -8571274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 67801 members 
Entering Unmasked Estep 
Score: -8479825.000000 Penalty: 3842.029785
	Iteration 0F: 3 clusters Score -8479825 nChanged 65629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74192 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -8519357.000000 Penalty: 3842.029785
	Iteration 1F: 3 clusters Score -8519357 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77493 members 
Mstep: Class 2 contains 58673 members 
Entering Unmasked Estep 
Score: -8521200.000000 Penalty: 3842.029785
	Iteration 2Q: 3 clusters Score -8521200 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82468 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -8524380.000000 Penalty: 3842.029785
	Iteration 3Q: 3 clusters Score -8524380 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89424 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -8529198.000000 Penalty: 3842.029785
	Iteration 4F: 3 clusters Score -8529198 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98338 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -8536224.000000 Penalty: 3842.029785
	Iteration 5F: 3 clusters Score -8536224 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108302 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -8544868.000000 Penalty: 3842.029785
	Iteration 6F: 3 clusters Score -8544868 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117633 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -8553454.000000 Penalty: 3842.029785
	Iteration 7F: 3 clusters Score -8553454 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124881 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -8560328.000000 Penalty: 3842.029785
	Iteration 8F: 3 clusters Score -8560328 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129598 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -8564618.000000 Penalty: 3842.029785
	Iteration 9Q: 3 clusters Score -8564618 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132311 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -8566996.000000 Penalty: 3842.029785
	Iteration 10Q: 3 clusters Score -8566996 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133826 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -8568239.000000 Penalty: 3842.029785
	Iteration 11Q: 3 clusters Score -8568239 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134623 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8568869.000000 Penalty: 3842.029785
	Iteration 12Q: 3 clusters Score -8568869 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135046 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8569181.000000 Penalty: 3842.029785
	Iteration 13Q: 3 clusters Score -8569181 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135316 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8569371.000000 Penalty: 3842.029785
	Iteration 14Q: 3 clusters Score -8569371 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135472 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8569495.000000 Penalty: 3842.029785
	Iteration 15Q: 3 clusters Score -8569495 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135551 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8569564.000000 Penalty: 3842.029785
	Iteration 16Q: 3 clusters Score -8569564 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135588 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8569598.000000 Penalty: 3842.029785
	Iteration 17Q: 3 clusters Score -8569598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135608 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8569603.000000 Penalty: 3842.029785
	Iteration 18Q: 3 clusters Score -8569603 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135627 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8569620.000000 Penalty: 3842.029785
	Iteration 19Q: 3 clusters Score -8569620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135640 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8569633.000000 Penalty: 3842.029785
	Iteration 20F: 3 clusters Score -8569633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135655 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8569640.000000 Penalty: 3842.029785
	Iteration 21Q: 3 clusters Score -8569640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135667 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8569645.000000 Penalty: 3842.029785
	Iteration 22Q: 3 clusters Score -8569645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135677 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8569653.000000 Penalty: 3842.029785
	Iteration 23Q: 3 clusters Score -8569653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135685 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8569656.000000 Penalty: 3842.029785
	Iteration 24Q: 3 clusters Score -8569656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135688 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8569662.000000 Penalty: 3842.029785
	Iteration 25Q: 3 clusters Score -8569662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135691 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8569662.000000 Penalty: 3842.029785
	Iteration 26Q: 3 clusters Score -8569662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135697 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8569668.000000 Penalty: 3842.029785
	Iteration 27Q: 3 clusters Score -8569668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135703 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8569671.000000 Penalty: 3842.029785
	Iteration 28Q: 3 clusters Score -8569671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135707 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8569677.000000 Penalty: 3842.029785
	Iteration 29Q: 3 clusters Score -8569677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135713 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8569678.000000 Penalty: 3842.029785
	Iteration 30Q: 3 clusters Score -8569678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135717 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8569675.000000 Penalty: 3842.029785
	Iteration 31Q: 3 clusters Score -8569675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135720 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8569675.000000 Penalty: 3842.029785
	Iteration 32Q: 3 clusters Score -8569675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135719 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8569679.000000 Penalty: 3842.029785
	Iteration 33Q: 3 clusters Score -8569679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135722 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8569676.000000 Penalty: 3842.029785
	Iteration 34Q: 3 clusters Score -8569676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135720 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8569686.000000 Penalty: 3842.029785
	Iteration 35Q: 3 clusters Score -8569686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135719 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8569682.000000 Penalty: 3842.029785
	Iteration 36Q: 3 clusters Score -8569682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135719 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8569685.000000 Penalty: 3842.029785
	Iteration 37Q: 3 clusters Score -8569685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135722 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8569681.000000 Penalty: 3842.029785
	Iteration 38Q: 3 clusters Score -8569681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135725 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8569687.000000 Penalty: 3842.029785
	Iteration 39Q: 3 clusters Score -8569687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135725 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8569688.000000 Penalty: 3842.029785
	Iteration 40F: 3 clusters Score -8569688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Entering Unmasked Estep 
Score: -152603.843750 Penalty: 1266.189575
	Iteration 0F: 2 clusters Score -152603.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -150220.140625 Penalty: 2532.379150
	Iteration 0F: 3 clusters Score -150220.1 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -150715.953125 Penalty: 2532.379150
	Iteration 1F: 3 clusters Score -150716 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -150827.265625 Penalty: 2532.379150
	Iteration 2F: 3 clusters Score -150827.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -150892.484375 Penalty: 2532.379150
	Iteration 3Q: 3 clusters Score -150892.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -150943.609375 Penalty: 2532.379150
	Iteration 4Q: 3 clusters Score -150943.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -150971.437500 Penalty: 2532.379150
	Iteration 5Q: 3 clusters Score -150971.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -150991.875000 Penalty: 2532.379150
	Iteration 6Q: 3 clusters Score -150991.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -151009.828125 Penalty: 2532.379150
	Iteration 7Q: 3 clusters Score -151009.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -151020.734375 Penalty: 2532.379150
	Iteration 8Q: 3 clusters Score -151020.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -151032.734375 Penalty: 2532.379150
	Iteration 9Q: 3 clusters Score -151032.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -151039.812500 Penalty: 2532.379150
	Iteration 10Q: 3 clusters Score -151039.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -151044.953125 Penalty: 2532.379150
	Iteration 11Q: 3 clusters Score -151045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -151051.250000 Penalty: 2532.379150
	Iteration 12Q: 3 clusters Score -151051.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -151057.640625 Penalty: 2532.379150
	Iteration 13Q: 3 clusters Score -151057.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -151062.265625 Penalty: 2532.379150
	Iteration 14Q: 3 clusters Score -151062.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -151065.812500 Penalty: 2532.379150
	Iteration 15Q: 3 clusters Score -151065.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -151070.406250 Penalty: 2532.379150
	Iteration 16Q: 3 clusters Score -151070.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -151073.812500 Penalty: 2532.379150
	Iteration 17Q: 3 clusters Score -151073.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -151075.421875 Penalty: 2532.379150
	Iteration 18Q: 3 clusters Score -151075.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -151077.578125 Penalty: 2532.379150
	Iteration 19Q: 3 clusters Score -151077.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -151079.828125 Penalty: 2532.379150
	Iteration 20F: 3 clusters Score -151079.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -151082.125000 Penalty: 2532.379150
	Iteration 21Q: 3 clusters Score -151082.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -151083.265625 Penalty: 2532.379150
	Iteration 22Q: 3 clusters Score -151083.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -151084.484375 Penalty: 2532.379150
	Iteration 23Q: 3 clusters Score -151084.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -151085.093750 Penalty: 2532.379150
	Iteration 24Q: 3 clusters Score -151085.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -151087.046875 Penalty: 2532.379150
	Iteration 25Q: 3 clusters Score -151087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -151088.203125 Penalty: 2532.379150
	Iteration 26Q: 3 clusters Score -151088.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -151088.859375 Penalty: 2532.379150
	Iteration 27Q: 3 clusters Score -151088.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -151090.921875 Penalty: 2532.379150
	Iteration 28Q: 3 clusters Score -151090.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -151092.109375 Penalty: 2532.379150
	Iteration 29Q: 3 clusters Score -151092.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -151094.265625 Penalty: 2532.379150
	Iteration 30Q: 3 clusters Score -151094.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -151094.703125 Penalty: 2532.379150
	Iteration 31Q: 3 clusters Score -151094.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -151094.703125 Penalty: 2532.379150
	Iteration 32F: 3 clusters Score -151094.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Entering Unmasked Estep 
Score: -366724.781250 Penalty: 1400.797241
	Iteration 0F: 2 clusters Score -366724.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -362370.031250 Penalty: 2801.594482
	Iteration 0F: 3 clusters Score -362370 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -363547.812500 Penalty: 2801.594482
	Iteration 1F: 3 clusters Score -363547.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -363718.531250 Penalty: 2801.594482
	Iteration 2F: 3 clusters Score -363718.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -363844.312500 Penalty: 2801.594482
	Iteration 3Q: 3 clusters Score -363844.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -363939.875000 Penalty: 2801.594482
	Iteration 4Q: 3 clusters Score -363939.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -364024.968750 Penalty: 2801.594482
	Iteration 5Q: 3 clusters Score -364025 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -364104.500000 Penalty: 2801.594482
	Iteration 6Q: 3 clusters Score -364104.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -364183.812500 Penalty: 2801.594482
	Iteration 7Q: 3 clusters Score -364183.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -364271.562500 Penalty: 2801.594482
	Iteration 8Q: 3 clusters Score -364271.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -364364.343750 Penalty: 2801.594482
	Iteration 9Q: 3 clusters Score -364364.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -364457.000000 Penalty: 2801.594482
	Iteration 10Q: 3 clusters Score -364457 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -364580.031250 Penalty: 2801.594482
	Iteration 11Q: 3 clusters Score -364580 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -364707.000000 Penalty: 2801.594482
	Iteration 12Q: 3 clusters Score -364707 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -364806.750000 Penalty: 2801.594482
	Iteration 13Q: 3 clusters Score -364806.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -364922.187500 Penalty: 2801.594482
	Iteration 14Q: 3 clusters Score -364922.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -365039.718750 Penalty: 2801.594482
	Iteration 15Q: 3 clusters Score -365039.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -365154.718750 Penalty: 2801.594482
	Iteration 16Q: 3 clusters Score -365154.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -365265.000000 Penalty: 2801.594482
	Iteration 17Q: 3 clusters Score -365265 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -365334.187500 Penalty: 2801.594482
	Iteration 18Q: 3 clusters Score -365334.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -365391.187500 Penalty: 2801.594482
	Iteration 19Q: 3 clusters Score -365391.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -365420.125000 Penalty: 2801.594482
	Iteration 20F: 3 clusters Score -365420.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -365440.375000 Penalty: 2801.594482
	Iteration 21Q: 3 clusters Score -365440.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -365456.406250 Penalty: 2801.594482
	Iteration 22Q: 3 clusters Score -365456.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -365466.687500 Penalty: 2801.594482
	Iteration 23Q: 3 clusters Score -365466.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -365475.031250 Penalty: 2801.594482
	Iteration 24Q: 3 clusters Score -365475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -365483.343750 Penalty: 2801.594482
	Iteration 25Q: 3 clusters Score -365483.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -365488.687500 Penalty: 2801.594482
	Iteration 26Q: 3 clusters Score -365488.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -365492.781250 Penalty: 2801.594482
	Iteration 27Q: 3 clusters Score -365492.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -365495.812500 Penalty: 2801.594482
	Iteration 28Q: 3 clusters Score -365495.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -365500.000000 Penalty: 2801.594482
	Iteration 29Q: 3 clusters Score -365500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -365504.593750 Penalty: 2801.594482
	Iteration 30Q: 3 clusters Score -365504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -365505.531250 Penalty: 2801.594482
	Iteration 31Q: 3 clusters Score -365505.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -365506.406250 Penalty: 2801.594482
	Iteration 32Q: 3 clusters Score -365506.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -365509.468750 Penalty: 2801.594482
	Iteration 33Q: 3 clusters Score -365509.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -365514.593750 Penalty: 2801.594482
	Iteration 34Q: 3 clusters Score -365514.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -365516.468750 Penalty: 2801.594482
	Iteration 35Q: 3 clusters Score -365516.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -365516.468750 Penalty: 2801.594482
	Iteration 36F: 3 clusters Score -365516.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Entering Unmasked Estep 
Score: -256588.296875 Penalty: 1347.294800
	Iteration 0F: 2 clusters Score -256588.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -253215.406250 Penalty: 2694.589600
	Iteration 0F: 3 clusters Score -253215.4 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -254036.546875 Penalty: 2694.589600
	Iteration 1F: 3 clusters Score -254036.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -254199.062500 Penalty: 2694.589600
	Iteration 2F: 3 clusters Score -254199.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -254322.109375 Penalty: 2694.589600
	Iteration 3F: 3 clusters Score -254322.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -254452.843750 Penalty: 2694.589600
	Iteration 4Q: 3 clusters Score -254452.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -254599.718750 Penalty: 2694.589600
	Iteration 5Q: 3 clusters Score -254599.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -254762.843750 Penalty: 2694.589600
	Iteration 6F: 3 clusters Score -254762.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -254924.609375 Penalty: 2694.589600
	Iteration 7F: 3 clusters Score -254924.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -255079.250000 Penalty: 2694.589600
	Iteration 8Q: 3 clusters Score -255079.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -255194.546875 Penalty: 2694.589600
	Iteration 9Q: 3 clusters Score -255194.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -255296.843750 Penalty: 2694.589600
	Iteration 10Q: 3 clusters Score -255296.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -255372.234375 Penalty: 2694.589600
	Iteration 11Q: 3 clusters Score -255372.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -255435.593750 Penalty: 2694.589600
	Iteration 12Q: 3 clusters Score -255435.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -255490.078125 Penalty: 2694.589600
	Iteration 13Q: 3 clusters Score -255490.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -255536.765625 Penalty: 2694.589600
	Iteration 14Q: 3 clusters Score -255536.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -255570.890625 Penalty: 2694.589600
	Iteration 15Q: 3 clusters Score -255570.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -255599.953125 Penalty: 2694.589600
	Iteration 16Q: 3 clusters Score -255600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -255618.484375 Penalty: 2694.589600
	Iteration 17Q: 3 clusters Score -255618.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -255629.078125 Penalty: 2694.589600
	Iteration 18Q: 3 clusters Score -255629.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -255632.625000 Penalty: 2694.589600
	Iteration 19Q: 3 clusters Score -255632.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -255636.171875 Penalty: 2694.589600
	Iteration 20F: 3 clusters Score -255636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -255638.718750 Penalty: 2694.589600
	Iteration 21Q: 3 clusters Score -255638.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -255641.765625 Penalty: 2694.589600
	Iteration 22Q: 3 clusters Score -255641.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -255642.843750 Penalty: 2694.589600
	Iteration 23Q: 3 clusters Score -255642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -255644.171875 Penalty: 2694.589600
	Iteration 24Q: 3 clusters Score -255644.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -255645.546875 Penalty: 2694.589600
	Iteration 25Q: 3 clusters Score -255645.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -255645.906250 Penalty: 2694.589600
	Iteration 26Q: 3 clusters Score -255645.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -255645.906250 Penalty: 2694.589600
	Iteration 27F: 3 clusters Score -255645.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Entering Unmasked Estep 
Score: -496227.812500 Penalty: 1457.032837
	Iteration 0F: 2 clusters Score -496227.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -490471.281250 Penalty: 2914.065674
	Iteration 0F: 3 clusters Score -490471.3 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -492176.312500 Penalty: 2914.065674
	Iteration 1F: 3 clusters Score -492176.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -492434.625000 Penalty: 2914.065674
	Iteration 2F: 3 clusters Score -492434.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -492728.312500 Penalty: 2914.065674
	Iteration 3F: 3 clusters Score -492728.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -493083.625000 Penalty: 2914.065674
	Iteration 4Q: 3 clusters Score -493083.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -493475.156250 Penalty: 2914.065674
	Iteration 5F: 3 clusters Score -493475.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -493850.062500 Penalty: 2914.065674
	Iteration 6F: 3 clusters Score -493850.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -494280.312500 Penalty: 2914.065674
	Iteration 7F: 3 clusters Score -494280.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -494716.875000 Penalty: 2914.065674
	Iteration 8F: 3 clusters Score -494716.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -495111.437500 Penalty: 2914.065674
	Iteration 9F: 3 clusters Score -495111.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -495418.687500 Penalty: 2914.065674
	Iteration 10F: 3 clusters Score -495418.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -495638.687500 Penalty: 2914.065674
	Iteration 11Q: 3 clusters Score -495638.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -495807.125000 Penalty: 2914.065674
	Iteration 12Q: 3 clusters Score -495807.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -495902.875000 Penalty: 2914.065674
	Iteration 13Q: 3 clusters Score -495902.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -495937.125000 Penalty: 2914.065674
	Iteration 14Q: 3 clusters Score -495937.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -495951.000000 Penalty: 2914.065674
	Iteration 15Q: 3 clusters Score -495951 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -495961.625000 Penalty: 2914.065674
	Iteration 16Q: 3 clusters Score -495961.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -495970.187500 Penalty: 2914.065674
	Iteration 17Q: 3 clusters Score -495970.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -495977.312500 Penalty: 2914.065674
	Iteration 18Q: 3 clusters Score -495977.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -495981.718750 Penalty: 2914.065674
	Iteration 19Q: 3 clusters Score -495981.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -495986.437500 Penalty: 2914.065674
	Iteration 20F: 3 clusters Score -495986.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -495989.156250 Penalty: 2914.065674
	Iteration 21Q: 3 clusters Score -495989.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -495991.625000 Penalty: 2914.065674
	Iteration 22Q: 3 clusters Score -495991.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -495992.781250 Penalty: 2914.065674
	Iteration 23Q: 3 clusters Score -495992.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -495993.906250 Penalty: 2914.065674
	Iteration 24Q: 3 clusters Score -495993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -495996.125000 Penalty: 2914.065674
	Iteration 25Q: 3 clusters Score -495996.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -495996.062500 Penalty: 2914.065674
	Iteration 26Q: 3 clusters Score -495996.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -495997.218750 Penalty: 2914.065674
	Iteration 27Q: 3 clusters Score -495997.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -495998.531250 Penalty: 2914.065674
	Iteration 28Q: 3 clusters Score -495998.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -496000.062500 Penalty: 2914.065674
	Iteration 29Q: 3 clusters Score -496000.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -496000.375000 Penalty: 2914.065674
	Iteration 30Q: 3 clusters Score -496000.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -496000.281250 Penalty: 2914.065674
	Iteration 31Q: 3 clusters Score -496000.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -496002.281250 Penalty: 2914.065674
	Iteration 32Q: 3 clusters Score -496002.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -496003.062500 Penalty: 2914.065674
	Iteration 33Q: 3 clusters Score -496003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -496003.250000 Penalty: 2914.065674
	Iteration 34Q: 3 clusters Score -496003.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -496003.687500 Penalty: 2914.065674
	Iteration 35Q: 3 clusters Score -496003.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -496004.250000 Penalty: 2914.065674
	Iteration 36Q: 3 clusters Score -496004.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -496003.906250 Penalty: 2914.065674
	Iteration 37Q: 3 clusters Score -496003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -496003.656250 Penalty: 2914.065674
	Iteration 38Q: 3 clusters Score -496003.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -496004.000000 Penalty: 2914.065674
	Iteration 39Q: 3 clusters Score -496004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -496004.000000 Penalty: 2914.065674
	Iteration 40F: 3 clusters Score -496004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (158050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158050 members 
Entering Unmasked Estep 
Score: -10078697.000000 Penalty: 1945.233398
	Iteration 0F: 2 clusters Score -1.00787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79215 members 
Mstep: Class 2 contains 78835 members 
Entering Unmasked Estep 
Score: -9972357.000000 Penalty: 3890.466797
	Iteration 0F: 3 clusters Score -9972357 nChanged 76312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 75541 members 
Entering Unmasked Estep 
Score: -10017692.000000 Penalty: 3890.466797
	Iteration 1F: 3 clusters Score -1.001769e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84634 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
Score: -10018723.000000 Penalty: 3890.466797
	Iteration 2Q: 3 clusters Score -1.001872e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87765 members 
Mstep: Class 2 contains 70285 members 
Entering Unmasked Estep 
Score: -10020195.000000 Penalty: 3890.466797
	Iteration 3Q: 3 clusters Score -1.00202e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 65530 members 
Entering Unmasked Estep 
Score: -10022489.000000 Penalty: 3890.466797
	Iteration 4Q: 3 clusters Score -1.002249e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99565 members 
Mstep: Class 2 contains 58485 members 
Entering Unmasked Estep 
Score: -10026509.000000 Penalty: 3890.466797
	Iteration 5Q: 3 clusters Score -1.002651e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109484 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -10033461.000000 Penalty: 3890.466797
	Iteration 6F: 3 clusters Score -1.003346e+07 nChanged 12685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121995 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -10043738.000000 Penalty: 3890.466797
	Iteration 7F: 3 clusters Score -1.004374e+07 nChanged 13216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135179 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -10056037.000000 Penalty: 3890.466797
	Iteration 8F: 3 clusters Score -1.005604e+07 nChanged 10515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145674 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -10066022.000000 Penalty: 3890.466797
	Iteration 9F: 3 clusters Score -1.006602e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152048 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -10071925.000000 Penalty: 3890.466797
	Iteration 10Q: 3 clusters Score -1.007192e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155180 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -10074707.000000 Penalty: 3890.466797
	Iteration 11Q: 3 clusters Score -1.007471e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156621 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -10075916.000000 Penalty: 3890.466797
	Iteration 12Q: 3 clusters Score -1.007592e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157267 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -10076490.000000 Penalty: 3890.466797
	Iteration 13Q: 3 clusters Score -1.007649e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157529 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -10076737.000000 Penalty: 3890.466797
	Iteration 14Q: 3 clusters Score -1.007674e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157641 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10076866.000000 Penalty: 3890.466797
	Iteration 15Q: 3 clusters Score -1.007687e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157693 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10076911.000000 Penalty: 3890.466797
	Iteration 16Q: 3 clusters Score -1.007691e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157724 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10076944.000000 Penalty: 3890.466797
	Iteration 17Q: 3 clusters Score -1.007694e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157744 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -10076968.000000 Penalty: 3890.466797
	Iteration 18Q: 3 clusters Score -1.007697e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157761 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10076979.000000 Penalty: 3890.466797
	Iteration 19Q: 3 clusters Score -1.007698e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157770 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10076995.000000 Penalty: 3890.466797
	Iteration 20F: 3 clusters Score -1.0077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157782 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10077015.000000 Penalty: 3890.466797
	Iteration 21Q: 3 clusters Score -1.007702e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157792 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10077038.000000 Penalty: 3890.466797
	Iteration 22Q: 3 clusters Score -1.007704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157789 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10077044.000000 Penalty: 3890.466797
	Iteration 23Q: 3 clusters Score -1.007704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157787 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10077040.000000 Penalty: 3890.466797
	Iteration 24Q: 3 clusters Score -1.007704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157786 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10077041.000000 Penalty: 3890.466797
	Iteration 25Q: 3 clusters Score -1.007704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157791 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10077041.000000 Penalty: 3890.466797
	Iteration 26Q: 3 clusters Score -1.007704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157790 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10077043.000000 Penalty: 3890.466797
	Iteration 27Q: 3 clusters Score -1.007704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157789 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10077042.000000 Penalty: 3890.466797
	Iteration 28Q: 3 clusters Score -1.007704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157789 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10077042.000000 Penalty: 3890.466797
	Iteration 29F: 3 clusters Score -1.007704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Entering Unmasked Estep 
Score: -234776.500000 Penalty: 1332.368286
	Iteration 0F: 2 clusters Score -234776.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -231621.421875 Penalty: 2664.736572
	Iteration 0F: 3 clusters Score -231621.4 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -232390.046875 Penalty: 2664.736572
	Iteration 1F: 3 clusters Score -232390 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -232517.171875 Penalty: 2664.736572
	Iteration 2F: 3 clusters Score -232517.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -232592.453125 Penalty: 2664.736572
	Iteration 3Q: 3 clusters Score -232592.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -232654.187500 Penalty: 2664.736572
	Iteration 4Q: 3 clusters Score -232654.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -232714.859375 Penalty: 2664.736572
	Iteration 5Q: 3 clusters Score -232714.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -232759.500000 Penalty: 2664.736572
	Iteration 6Q: 3 clusters Score -232759.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -232790.125000 Penalty: 2664.736572
	Iteration 7Q: 3 clusters Score -232790.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -232810.062500 Penalty: 2664.736572
	Iteration 8Q: 3 clusters Score -232810.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -232838.031250 Penalty: 2664.736572
	Iteration 9Q: 3 clusters Score -232838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -232859.515625 Penalty: 2664.736572
	Iteration 10Q: 3 clusters Score -232859.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -232882.906250 Penalty: 2664.736572
	Iteration 11Q: 3 clusters Score -232882.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -232907.421875 Penalty: 2664.736572
	Iteration 12Q: 3 clusters Score -232907.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -232931.906250 Penalty: 2664.736572
	Iteration 13Q: 3 clusters Score -232931.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -232953.328125 Penalty: 2664.736572
	Iteration 14Q: 3 clusters Score -232953.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -232973.250000 Penalty: 2664.736572
	Iteration 15Q: 3 clusters Score -232973.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -232991.859375 Penalty: 2664.736572
	Iteration 16Q: 3 clusters Score -232991.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -233009.046875 Penalty: 2664.736572
	Iteration 17Q: 3 clusters Score -233009 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -233025.765625 Penalty: 2664.736572
	Iteration 18Q: 3 clusters Score -233025.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -233038.953125 Penalty: 2664.736572
	Iteration 19Q: 3 clusters Score -233039 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -233052.875000 Penalty: 2664.736572
	Iteration 20F: 3 clusters Score -233052.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -233065.906250 Penalty: 2664.736572
	Iteration 21Q: 3 clusters Score -233065.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -233080.843750 Penalty: 2664.736572
	Iteration 22Q: 3 clusters Score -233080.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -233094.281250 Penalty: 2664.736572
	Iteration 23Q: 3 clusters Score -233094.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -233108.359375 Penalty: 2664.736572
	Iteration 24Q: 3 clusters Score -233108.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -233128.781250 Penalty: 2664.736572
	Iteration 25Q: 3 clusters Score -233128.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -233150.515625 Penalty: 2664.736572
	Iteration 26Q: 3 clusters Score -233150.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -233179.187500 Penalty: 2664.736572
	Iteration 27Q: 3 clusters Score -233179.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -233208.468750 Penalty: 2664.736572
	Iteration 28Q: 3 clusters Score -233208.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -233233.531250 Penalty: 2664.736572
	Iteration 29Q: 3 clusters Score -233233.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -233264.328125 Penalty: 2664.736572
	Iteration 30Q: 3 clusters Score -233264.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -233291.531250 Penalty: 2664.736572
	Iteration 31Q: 3 clusters Score -233291.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -233323.609375 Penalty: 2664.736572
	Iteration 32Q: 3 clusters Score -233323.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -233351.093750 Penalty: 2664.736572
	Iteration 33Q: 3 clusters Score -233351.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -233373.640625 Penalty: 2664.736572
	Iteration 34Q: 3 clusters Score -233373.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -233407.562500 Penalty: 2664.736572
	Iteration 35Q: 3 clusters Score -233407.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -233442.203125 Penalty: 2664.736572
	Iteration 36Q: 3 clusters Score -233442.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -233480.843750 Penalty: 2664.736572
	Iteration 37Q: 3 clusters Score -233480.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -233526.984375 Penalty: 2664.736572
	Iteration 38Q: 3 clusters Score -233527 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -233568.906250 Penalty: 2664.736572
	Iteration 39Q: 3 clusters Score -233568.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -233596.156250 Penalty: 2664.736572
	Iteration 40F: 3 clusters Score -233596.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -233625.453125 Penalty: 2664.736572
	Iteration 41Q: 3 clusters Score -233625.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -233649.265625 Penalty: 2664.736572
	Iteration 42Q: 3 clusters Score -233649.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -233668.218750 Penalty: 2664.736572
	Iteration 43Q: 3 clusters Score -233668.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -233684.031250 Penalty: 2664.736572
	Iteration 44Q: 3 clusters Score -233684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -233697.656250 Penalty: 2664.736572
	Iteration 45Q: 3 clusters Score -233697.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -233712.234375 Penalty: 2664.736572
	Iteration 46Q: 3 clusters Score -233712.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -233721.375000 Penalty: 2664.736572
	Iteration 47Q: 3 clusters Score -233721.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -233732.218750 Penalty: 2664.736572
	Iteration 48Q: 3 clusters Score -233732.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -233746.406250 Penalty: 2664.736572
	Iteration 49Q: 3 clusters Score -233746.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -233759.593750 Penalty: 2664.736572
	Iteration 50Q: 3 clusters Score -233759.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -233768.062500 Penalty: 2664.736572
	Iteration 51Q: 3 clusters Score -233768.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -233775.390625 Penalty: 2664.736572
	Iteration 52Q: 3 clusters Score -233775.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -233783.843750 Penalty: 2664.736572
	Iteration 53Q: 3 clusters Score -233783.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -233785.968750 Penalty: 2664.736572
	Iteration 54Q: 3 clusters Score -233786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -233787.046875 Penalty: 2664.736572
	Iteration 55Q: 3 clusters Score -233787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -233789.468750 Penalty: 2664.736572
	Iteration 56Q: 3 clusters Score -233789.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -233792.453125 Penalty: 2664.736572
	Iteration 57Q: 3 clusters Score -233792.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -233794.718750 Penalty: 2664.736572
	Iteration 58Q: 3 clusters Score -233794.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -233795.703125 Penalty: 2664.736572
	Iteration 59Q: 3 clusters Score -233795.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -233797.140625 Penalty: 2664.736572
	Iteration 60F: 3 clusters Score -233797.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -233799.625000 Penalty: 2664.736572
	Iteration 61Q: 3 clusters Score -233799.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -233799.625000 Penalty: 2664.736572
	Iteration 62F: 3 clusters Score -233799.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Entering Unmasked Estep 
Score: -349771.218750 Penalty: 1417.101440
	Iteration 0F: 2 clusters Score -349771.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -345131.406250 Penalty: 2834.202881
	Iteration 0F: 3 clusters Score -345131.4 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -346586.406250 Penalty: 2834.202881
	Iteration 1F: 3 clusters Score -346586.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -346855.937500 Penalty: 2834.202881
	Iteration 2F: 3 clusters Score -346855.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -347158.250000 Penalty: 2834.202881
	Iteration 3F: 3 clusters Score -347158.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -347513.062500 Penalty: 2834.202881
	Iteration 4F: 3 clusters Score -347513.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -347965.218750 Penalty: 2834.202881
	Iteration 5F: 3 clusters Score -347965.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -348501.500000 Penalty: 2834.202881
	Iteration 6F: 3 clusters Score -348501.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -348969.218750 Penalty: 2834.202881
	Iteration 7F: 3 clusters Score -348969.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -349268.281250 Penalty: 2834.202881
	Iteration 8F: 3 clusters Score -349268.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -349388.031250 Penalty: 2834.202881
	Iteration 9Q: 3 clusters Score -349388 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -349425.968750 Penalty: 2834.202881
	Iteration 10Q: 3 clusters Score -349426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -349443.218750 Penalty: 2834.202881
	Iteration 11Q: 3 clusters Score -349443.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -349449.375000 Penalty: 2834.202881
	Iteration 12Q: 3 clusters Score -349449.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -349452.625000 Penalty: 2834.202881
	Iteration 13Q: 3 clusters Score -349452.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -349454.406250 Penalty: 2834.202881
	Iteration 14Q: 3 clusters Score -349454.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -349454.906250 Penalty: 2834.202881
	Iteration 15Q: 3 clusters Score -349454.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -349455.000000 Penalty: 2834.202881
	Iteration 16Q: 3 clusters Score -349455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -349455.000000 Penalty: 2834.202881
	Iteration 17F: 3 clusters Score -349455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Entering Unmasked Estep 
Score: -1612912.875000 Penalty: 1645.720581
	Iteration 0F: 2 clusters Score -1612913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1596035.250000 Penalty: 3291.441162
	Iteration 0F: 3 clusters Score -1596035 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1602216.375000 Penalty: 3291.441162
	Iteration 1F: 3 clusters Score -1602216 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1602511.625000 Penalty: 3291.441162
	Iteration 2Q: 3 clusters Score -1602512 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1602782.000000 Penalty: 3291.441162
	Iteration 3Q: 3 clusters Score -1602782 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1603054.625000 Penalty: 3291.441162
	Iteration 4Q: 3 clusters Score -1603055 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1603328.875000 Penalty: 3291.441162
	Iteration 5Q: 3 clusters Score -1603329 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1603625.875000 Penalty: 3291.441162
	Iteration 6Q: 3 clusters Score -1603626 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1603914.125000 Penalty: 3291.441162
	Iteration 7Q: 3 clusters Score -1603914 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1604241.500000 Penalty: 3291.441162
	Iteration 8Q: 3 clusters Score -1604242 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1604638.875000 Penalty: 3291.441162
	Iteration 9Q: 3 clusters Score -1604639 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1605193.875000 Penalty: 3291.441162
	Iteration 10Q: 3 clusters Score -1605194 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1605938.750000 Penalty: 3291.441162
	Iteration 11Q: 3 clusters Score -1605939 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1606838.375000 Penalty: 3291.441162
	Iteration 12F: 3 clusters Score -1606838 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1607662.375000 Penalty: 3291.441162
	Iteration 13F: 3 clusters Score -1607662 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1608131.750000 Penalty: 3291.441162
	Iteration 14Q: 3 clusters Score -1608132 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1608380.125000 Penalty: 3291.441162
	Iteration 15Q: 3 clusters Score -1608380 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1608529.500000 Penalty: 3291.441162
	Iteration 16Q: 3 clusters Score -1608530 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1608632.375000 Penalty: 3291.441162
	Iteration 17Q: 3 clusters Score -1608632 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1608720.750000 Penalty: 3291.441162
	Iteration 18Q: 3 clusters Score -1608721 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1608814.250000 Penalty: 3291.441162
	Iteration 19Q: 3 clusters Score -1608814 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1608912.875000 Penalty: 3291.441162
	Iteration 20F: 3 clusters Score -1608913 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1609003.625000 Penalty: 3291.441162
	Iteration 21Q: 3 clusters Score -1609004 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1609089.375000 Penalty: 3291.441162
	Iteration 22Q: 3 clusters Score -1609089 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1609174.250000 Penalty: 3291.441162
	Iteration 23Q: 3 clusters Score -1609174 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1609262.875000 Penalty: 3291.441162
	Iteration 24Q: 3 clusters Score -1609263 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1609345.125000 Penalty: 3291.441162
	Iteration 25Q: 3 clusters Score -1609345 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1609424.375000 Penalty: 3291.441162
	Iteration 26Q: 3 clusters Score -1609424 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1609493.500000 Penalty: 3291.441162
	Iteration 27Q: 3 clusters Score -1609494 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1609555.750000 Penalty: 3291.441162
	Iteration 28Q: 3 clusters Score -1609556 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1609611.000000 Penalty: 3291.441162
	Iteration 29Q: 3 clusters Score -1609611 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1609659.000000 Penalty: 3291.441162
	Iteration 30Q: 3 clusters Score -1609659 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1609711.625000 Penalty: 3291.441162
	Iteration 31Q: 3 clusters Score -1609712 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1609756.625000 Penalty: 3291.441162
	Iteration 32Q: 3 clusters Score -1609757 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1609790.750000 Penalty: 3291.441162
	Iteration 33Q: 3 clusters Score -1609791 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1609828.500000 Penalty: 3291.441162
	Iteration 34Q: 3 clusters Score -1609828 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1609871.125000 Penalty: 3291.441162
	Iteration 35Q: 3 clusters Score -1609871 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1609896.250000 Penalty: 3291.441162
	Iteration 36Q: 3 clusters Score -1609896 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1609929.625000 Penalty: 3291.441162
	Iteration 37Q: 3 clusters Score -1609930 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1609972.375000 Penalty: 3291.441162
	Iteration 38Q: 3 clusters Score -1609972 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1610005.500000 Penalty: 3291.441162
	Iteration 39Q: 3 clusters Score -1610006 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1610042.250000 Penalty: 3291.441162
	Iteration 40F: 3 clusters Score -1610042 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1610063.875000 Penalty: 3291.441162
	Iteration 41Q: 3 clusters Score -1610064 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1610095.000000 Penalty: 3291.441162
	Iteration 42Q: 3 clusters Score -1610095 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1610127.250000 Penalty: 3291.441162
	Iteration 43Q: 3 clusters Score -1610127 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1610144.750000 Penalty: 3291.441162
	Iteration 44Q: 3 clusters Score -1610145 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1610171.750000 Penalty: 3291.441162
	Iteration 45Q: 3 clusters Score -1610172 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1610191.750000 Penalty: 3291.441162
	Iteration 46Q: 3 clusters Score -1610192 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1610223.875000 Penalty: 3291.441162
	Iteration 47Q: 3 clusters Score -1610224 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1610251.375000 Penalty: 3291.441162
	Iteration 48Q: 3 clusters Score -1610251 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1610297.625000 Penalty: 3291.441162
	Iteration 49Q: 3 clusters Score -1610298 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1610330.000000 Penalty: 3291.441162
	Iteration 50Q: 3 clusters Score -1610330 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1610372.625000 Penalty: 3291.441162
	Iteration 51Q: 3 clusters Score -1610373 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1610418.375000 Penalty: 3291.441162
	Iteration 52Q: 3 clusters Score -1610418 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1610471.875000 Penalty: 3291.441162
	Iteration 53Q: 3 clusters Score -1610472 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1610531.250000 Penalty: 3291.441162
	Iteration 54Q: 3 clusters Score -1610531 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1610592.250000 Penalty: 3291.441162
	Iteration 55Q: 3 clusters Score -1610592 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1610645.250000 Penalty: 3291.441162
	Iteration 56Q: 3 clusters Score -1610645 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1610703.625000 Penalty: 3291.441162
	Iteration 57Q: 3 clusters Score -1610704 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1610761.625000 Penalty: 3291.441162
	Iteration 58Q: 3 clusters Score -1610762 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1610822.625000 Penalty: 3291.441162
	Iteration 59Q: 3 clusters Score -1610823 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1610876.125000 Penalty: 3291.441162
	Iteration 60F: 3 clusters Score -1610876 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1610920.000000 Penalty: 3291.441162
	Iteration 61Q: 3 clusters Score -1610920 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1610957.375000 Penalty: 3291.441162
	Iteration 62Q: 3 clusters Score -1610957 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1610989.125000 Penalty: 3291.441162
	Iteration 63Q: 3 clusters Score -1610989 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1611019.000000 Penalty: 3291.441162
	Iteration 64Q: 3 clusters Score -1611019 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1611055.875000 Penalty: 3291.441162
	Iteration 65Q: 3 clusters Score -1611056 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1611083.750000 Penalty: 3291.441162
	Iteration 66Q: 3 clusters Score -1611084 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1611108.000000 Penalty: 3291.441162
	Iteration 67Q: 3 clusters Score -1611108 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1611141.500000 Penalty: 3291.441162
	Iteration 68Q: 3 clusters Score -1611142 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1611168.625000 Penalty: 3291.441162
	Iteration 69Q: 3 clusters Score -1611169 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1611213.125000 Penalty: 3291.441162
	Iteration 70Q: 3 clusters Score -1611213 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1611240.375000 Penalty: 3291.441162
	Iteration 71Q: 3 clusters Score -1611240 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1611276.375000 Penalty: 3291.441162
	Iteration 72Q: 3 clusters Score -1611276 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1611318.750000 Penalty: 3291.441162
	Iteration 73Q: 3 clusters Score -1611319 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1611352.500000 Penalty: 3291.441162
	Iteration 74Q: 3 clusters Score -1611352 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1611377.500000 Penalty: 3291.441162
	Iteration 75Q: 3 clusters Score -1611378 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1611405.000000 Penalty: 3291.441162
	Iteration 76Q: 3 clusters Score -1611405 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1611423.500000 Penalty: 3291.441162
	Iteration 77Q: 3 clusters Score -1611424 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1611443.875000 Penalty: 3291.441162
	Iteration 78Q: 3 clusters Score -1611444 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1611471.500000 Penalty: 3291.441162
	Iteration 79Q: 3 clusters Score -1611472 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1611499.500000 Penalty: 3291.441162
	Iteration 80F: 3 clusters Score -1611500 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1611518.875000 Penalty: 3291.441162
	Iteration 81Q: 3 clusters Score -1611519 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1611539.250000 Penalty: 3291.441162
	Iteration 82Q: 3 clusters Score -1611539 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1611547.375000 Penalty: 3291.441162
	Iteration 83Q: 3 clusters Score -1611547 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1611571.750000 Penalty: 3291.441162
	Iteration 84Q: 3 clusters Score -1611572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1611595.250000 Penalty: 3291.441162
	Iteration 85Q: 3 clusters Score -1611595 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1611606.000000 Penalty: 3291.441162
	Iteration 86Q: 3 clusters Score -1611606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1611612.375000 Penalty: 3291.441162
	Iteration 87Q: 3 clusters Score -1611612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1611620.500000 Penalty: 3291.441162
	Iteration 88Q: 3 clusters Score -1611620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1611626.250000 Penalty: 3291.441162
	Iteration 89Q: 3 clusters Score -1611626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1611627.875000 Penalty: 3291.441162
	Iteration 90Q: 3 clusters Score -1611628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1611633.750000 Penalty: 3291.441162
	Iteration 91Q: 3 clusters Score -1611634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1611635.250000 Penalty: 3291.441162
	Iteration 92Q: 3 clusters Score -1611635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1611640.250000 Penalty: 3291.441162
	Iteration 93Q: 3 clusters Score -1611640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1611643.375000 Penalty: 3291.441162
	Iteration 94Q: 3 clusters Score -1611643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1611647.000000 Penalty: 3291.441162
	Iteration 95Q: 3 clusters Score -1611647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1611649.875000 Penalty: 3291.441162
	Iteration 96Q: 3 clusters Score -1611650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1611649.000000 Penalty: 3291.441162
	Iteration 97Q: 3 clusters Score -1611649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1611648.375000 Penalty: 3291.441162
	Iteration 98Q: 3 clusters Score -1611648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1611650.875000 Penalty: 3291.441162
	Iteration 99Q: 3 clusters Score -1611651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1611650.625000 Penalty: 3291.441162
	Iteration 100F: 3 clusters Score -1611651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1611653.000000 Penalty: 3291.441162
	Iteration 101Q: 3 clusters Score -1611653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1611653.625000 Penalty: 3291.441162
	Iteration 102Q: 3 clusters Score -1611654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1611653.250000 Penalty: 3291.441162
	Iteration 103Q: 3 clusters Score -1611653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1611651.875000 Penalty: 3291.441162
	Iteration 104Q: 3 clusters Score -1611652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1611652.125000 Penalty: 3291.441162
	Iteration 105Q: 3 clusters Score -1611652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1611651.250000 Penalty: 3291.441162
	Iteration 106Q: 3 clusters Score -1611651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1611651.000000 Penalty: 3291.441162
	Iteration 107Q: 3 clusters Score -1611651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1611651.000000 Penalty: 3291.441162
	Iteration 108F: 3 clusters Score -1611651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (209345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209345 members 
Entering Unmasked Estep 
Score: -13133008.000000 Penalty: 1990.907471
	Iteration 0F: 2 clusters Score -1.313301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104745 members 
Mstep: Class 2 contains 104600 members 
Entering Unmasked Estep 
Score: -12992073.000000 Penalty: 3981.814941
	Iteration 0F: 3 clusters Score -1.299207e+07 nChanged 101582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106969 members 
Mstep: Class 2 contains 102376 members 
Entering Unmasked Estep 
Score: -13052555.000000 Penalty: 3981.814941
	Iteration 1F: 3 clusters Score -1.305256e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108443 members 
Mstep: Class 2 contains 100902 members 
Entering Unmasked Estep 
Score: -13053689.000000 Penalty: 3981.814941
	Iteration 2Q: 3 clusters Score -1.305369e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110663 members 
Mstep: Class 2 contains 98682 members 
Entering Unmasked Estep 
Score: -13054851.000000 Penalty: 3981.814941
	Iteration 3Q: 3 clusters Score -1.305485e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114251 members 
Mstep: Class 2 contains 95094 members 
Entering Unmasked Estep 
Score: -13056869.000000 Penalty: 3981.814941
	Iteration 4Q: 3 clusters Score -1.305687e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119509 members 
Mstep: Class 2 contains 89836 members 
Entering Unmasked Estep 
Score: -13059659.000000 Penalty: 3981.814941
	Iteration 5Q: 3 clusters Score -1.305966e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127204 members 
Mstep: Class 2 contains 82141 members 
Entering Unmasked Estep 
Score: -13064082.000000 Penalty: 3981.814941
	Iteration 6Q: 3 clusters Score -1.306408e+07 nChanged 12049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137989 members 
Mstep: Class 2 contains 71356 members 
Entering Unmasked Estep 
Score: -13071216.000000 Penalty: 3981.814941
	Iteration 7F: 3 clusters Score -1.307122e+07 nChanged 14330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151637 members 
Mstep: Class 2 contains 57708 members 
Entering Unmasked Estep 
Score: -13081669.000000 Penalty: 3981.814941
	Iteration 8F: 3 clusters Score -1.308167e+07 nChanged 15405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166754 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -13095040.000000 Penalty: 3981.814941
	Iteration 9F: 3 clusters Score -1.309504e+07 nChanged 13802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180462 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -13107686.000000 Penalty: 3981.814941
	Iteration 10F: 3 clusters Score -1.310769e+07 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190435 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -13116627.000000 Penalty: 3981.814941
	Iteration 11Q: 3 clusters Score -1.311663e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197034 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -13122367.000000 Penalty: 3981.814941
	Iteration 12Q: 3 clusters Score -1.312237e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201193 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -13125801.000000 Penalty: 3981.814941
	Iteration 13Q: 3 clusters Score -1.31258e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203947 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -13127881.000000 Penalty: 3981.814941
	Iteration 14Q: 3 clusters Score -1.312788e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205720 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -13129069.000000 Penalty: 3981.814941
	Iteration 15Q: 3 clusters Score -1.312907e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206843 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -13129861.000000 Penalty: 3981.814941
	Iteration 16Q: 3 clusters Score -1.312986e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207595 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -13130388.000000 Penalty: 3981.814941
	Iteration 17Q: 3 clusters Score -1.313039e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208067 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -13130677.000000 Penalty: 3981.814941
	Iteration 18Q: 3 clusters Score -1.313068e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208362 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -13130888.000000 Penalty: 3981.814941
	Iteration 19Q: 3 clusters Score -1.313089e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208551 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -13131031.000000 Penalty: 3981.814941
	Iteration 20F: 3 clusters Score -1.313103e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208663 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -13131113.000000 Penalty: 3981.814941
	Iteration 21Q: 3 clusters Score -1.313111e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208734 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -13131146.000000 Penalty: 3981.814941
	Iteration 22Q: 3 clusters Score -1.313115e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208784 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -13131181.000000 Penalty: 3981.814941
	Iteration 23Q: 3 clusters Score -1.313118e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208816 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -13131184.000000 Penalty: 3981.814941
	Iteration 24Q: 3 clusters Score -1.313118e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208835 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -13131199.000000 Penalty: 3981.814941
	Iteration 25Q: 3 clusters Score -1.31312e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208859 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -13131237.000000 Penalty: 3981.814941
	Iteration 26Q: 3 clusters Score -1.313124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208873 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -13131243.000000 Penalty: 3981.814941
	Iteration 27Q: 3 clusters Score -1.313124e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208884 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -13131253.000000 Penalty: 3981.814941
	Iteration 28Q: 3 clusters Score -1.313125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208893 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -13131267.000000 Penalty: 3981.814941
	Iteration 29Q: 3 clusters Score -1.313127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208901 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -13131258.000000 Penalty: 3981.814941
	Iteration 30Q: 3 clusters Score -1.313126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208908 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -13131264.000000 Penalty: 3981.814941
	Iteration 31Q: 3 clusters Score -1.313126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208916 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -13131269.000000 Penalty: 3981.814941
	Iteration 32Q: 3 clusters Score -1.313127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208924 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -13131274.000000 Penalty: 3981.814941
	Iteration 33Q: 3 clusters Score -1.313127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208931 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -13131272.000000 Penalty: 3981.814941
	Iteration 34Q: 3 clusters Score -1.313127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208934 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -13131267.000000 Penalty: 3981.814941
	Iteration 35Q: 3 clusters Score -1.313127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208937 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -13131274.000000 Penalty: 3981.814941
	Iteration 36Q: 3 clusters Score -1.313127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208943 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -13131289.000000 Penalty: 3981.814941
	Iteration 37Q: 3 clusters Score -1.313129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208945 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -13131291.000000 Penalty: 3981.814941
	Iteration 38Q: 3 clusters Score -1.313129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208948 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -13131282.000000 Penalty: 3981.814941
	Iteration 39Q: 3 clusters Score -1.313128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208948 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -13131282.000000 Penalty: 3981.814941
	Iteration 40F: 3 clusters Score -1.313128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Entering Unmasked Estep 
Score: -90668.796875 Penalty: 1173.904053
	Iteration 0F: 2 clusters Score -90668.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -88975.523438 Penalty: 2347.808105
	Iteration 0F: 3 clusters Score -88975.52 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -89240.539062 Penalty: 2347.808105
	Iteration 1F: 3 clusters Score -89240.54 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -89324.898438 Penalty: 2347.808105
	Iteration 2F: 3 clusters Score -89324.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -89379.148438 Penalty: 2347.808105
	Iteration 3Q: 3 clusters Score -89379.15 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -89415.718750 Penalty: 2347.808105
	Iteration 4Q: 3 clusters Score -89415.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -89437.414062 Penalty: 2347.808105
	Iteration 5Q: 3 clusters Score -89437.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -89459.085938 Penalty: 2347.808105
	Iteration 6Q: 3 clusters Score -89459.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -89480.390625 Penalty: 2347.808105
	Iteration 7Q: 3 clusters Score -89480.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -89503.242188 Penalty: 2347.808105
	Iteration 8Q: 3 clusters Score -89503.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -89515.750000 Penalty: 2347.808105
	Iteration 9Q: 3 clusters Score -89515.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -89522.781250 Penalty: 2347.808105
	Iteration 10Q: 3 clusters Score -89522.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -89526.734375 Penalty: 2347.808105
	Iteration 11Q: 3 clusters Score -89526.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -89529.250000 Penalty: 2347.808105
	Iteration 12Q: 3 clusters Score -89529.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -89532.914062 Penalty: 2347.808105
	Iteration 13Q: 3 clusters Score -89532.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -89538.085938 Penalty: 2347.808105
	Iteration 14Q: 3 clusters Score -89538.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -89540.078125 Penalty: 2347.808105
	Iteration 15Q: 3 clusters Score -89540.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -89540.945312 Penalty: 2347.808105
	Iteration 16Q: 3 clusters Score -89540.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -89540.945312 Penalty: 2347.808105
	Iteration 17F: 3 clusters Score -89540.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Entering Unmasked Estep 
Score: -1275918.750000 Penalty: 1616.204834
	Iteration 0F: 2 clusters Score -1275919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1261548.375000 Penalty: 3232.409668
	Iteration 0F: 3 clusters Score -1261548 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1266940.125000 Penalty: 3232.409668
	Iteration 1F: 3 clusters Score -1266940 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1267344.750000 Penalty: 3232.409668
	Iteration 2F: 3 clusters Score -1267345 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1267752.625000 Penalty: 3232.409668
	Iteration 3Q: 3 clusters Score -1267753 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1268351.875000 Penalty: 3232.409668
	Iteration 4F: 3 clusters Score -1268352 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1269222.875000 Penalty: 3232.409668
	Iteration 5F: 3 clusters Score -1269223 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1270550.000000 Penalty: 3232.409668
	Iteration 6F: 3 clusters Score -1270550 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -1272099.375000 Penalty: 3232.409668
	Iteration 7F: 3 clusters Score -1272099 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -1273335.625000 Penalty: 3232.409668
	Iteration 8F: 3 clusters Score -1273336 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -1273972.375000 Penalty: 3232.409668
	Iteration 9Q: 3 clusters Score -1273972 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -1274246.625000 Penalty: 3232.409668
	Iteration 10Q: 3 clusters Score -1274247 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -1274379.000000 Penalty: 3232.409668
	Iteration 11Q: 3 clusters Score -1274379 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -1274433.625000 Penalty: 3232.409668
	Iteration 12Q: 3 clusters Score -1274434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -1274463.250000 Penalty: 3232.409668
	Iteration 13Q: 3 clusters Score -1274463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -1274475.375000 Penalty: 3232.409668
	Iteration 14Q: 3 clusters Score -1274475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -1274480.750000 Penalty: 3232.409668
	Iteration 15Q: 3 clusters Score -1274481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -1274481.750000 Penalty: 3232.409668
	Iteration 16Q: 3 clusters Score -1274482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -1274482.375000 Penalty: 3232.409668
	Iteration 17Q: 3 clusters Score -1274482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -1274484.625000 Penalty: 3232.409668
	Iteration 18Q: 3 clusters Score -1274485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -1274486.500000 Penalty: 3232.409668
	Iteration 19Q: 3 clusters Score -1274486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -1274490.625000 Penalty: 3232.409668
	Iteration 20F: 3 clusters Score -1274491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -1274498.125000 Penalty: 3232.409668
	Iteration 21Q: 3 clusters Score -1274498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -1274502.125000 Penalty: 3232.409668
	Iteration 22Q: 3 clusters Score -1274502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -1274507.625000 Penalty: 3232.409668
	Iteration 23Q: 3 clusters Score -1274508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -1274509.125000 Penalty: 3232.409668
	Iteration 24Q: 3 clusters Score -1274509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -1274511.500000 Penalty: 3232.409668
	Iteration 25Q: 3 clusters Score -1274512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -1274511.500000 Penalty: 3232.409668
	Iteration 26F: 3 clusters Score -1274512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (68471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68471 members 
Entering Unmasked Estep 
Score: -4285742.000000 Penalty: 1809.301880
	Iteration 0F: 2 clusters Score -4285742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -4240055.500000 Penalty: 3618.603760
	Iteration 0F: 3 clusters Score -4240056 nChanged 32460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -4258528.000000 Penalty: 3618.603760
	Iteration 1F: 3 clusters Score -4258528 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -4259071.000000 Penalty: 3618.603760
	Iteration 2Q: 3 clusters Score -4259071 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -4259783.500000 Penalty: 3618.603760
	Iteration 3Q: 3 clusters Score -4259784 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -4260634.500000 Penalty: 3618.603760
	Iteration 4Q: 3 clusters Score -4260634 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -4261793.500000 Penalty: 3618.603760
	Iteration 5Q: 3 clusters Score -4261794 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -4263396.000000 Penalty: 3618.603760
	Iteration 6Q: 3 clusters Score -4263396 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -4265795.000000 Penalty: 3618.603760
	Iteration 7F: 3 clusters Score -4265795 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -4269028.500000 Penalty: 3618.603760
	Iteration 8F: 3 clusters Score -4269028 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
Score: -4273006.000000 Penalty: 3618.603760
	Iteration 9F: 3 clusters Score -4273006 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -4276520.500000 Penalty: 3618.603760
	Iteration 10F: 3 clusters Score -4276520 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -4278846.500000 Penalty: 3618.603760
	Iteration 11Q: 3 clusters Score -4278846 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -4280178.500000 Penalty: 3618.603760
	Iteration 12Q: 3 clusters Score -4280178 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -4280944.000000 Penalty: 3618.603760
	Iteration 13Q: 3 clusters Score -4280944 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -4281380.500000 Penalty: 3618.603760
	Iteration 14Q: 3 clusters Score -4281380 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -4281722.500000 Penalty: 3618.603760
	Iteration 15Q: 3 clusters Score -4281722 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 61433 members 
Entering Unmasked Estep 
Score: -4282006.500000 Penalty: 3618.603760
	Iteration 16Q: 3 clusters Score -4282006 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -4282258.500000 Penalty: 3618.603760
	Iteration 17Q: 3 clusters Score -4282258 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 62812 members 
Entering Unmasked Estep 
Score: -4282514.000000 Penalty: 3618.603760
	Iteration 18Q: 3 clusters Score -4282514 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 63499 members 
Entering Unmasked Estep 
Score: -4282782.500000 Penalty: 3618.603760
	Iteration 19Q: 3 clusters Score -4282782 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 64143 members 
Entering Unmasked Estep 
Score: -4283056.000000 Penalty: 3618.603760
	Iteration 20F: 3 clusters Score -4283056 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 64762 members 
Entering Unmasked Estep 
Score: -4283305.000000 Penalty: 3618.603760
	Iteration 21Q: 3 clusters Score -4283305 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 65372 members 
Entering Unmasked Estep 
Score: -4283607.000000 Penalty: 3618.603760
	Iteration 22Q: 3 clusters Score -4283607 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 65894 members 
Entering Unmasked Estep 
Score: -4283844.000000 Penalty: 3618.603760
	Iteration 23Q: 3 clusters Score -4283844 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 66320 members 
Entering Unmasked Estep 
Score: -4284052.500000 Penalty: 3618.603760
	Iteration 24Q: 3 clusters Score -4284052 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 66669 members 
Entering Unmasked Estep 
Score: -4284237.500000 Penalty: 3618.603760
	Iteration 25Q: 3 clusters Score -4284238 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -4284362.500000 Penalty: 3618.603760
	Iteration 26Q: 3 clusters Score -4284362 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -4284459.500000 Penalty: 3618.603760
	Iteration 27Q: 3 clusters Score -4284460 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -4284571.500000 Penalty: 3618.603760
	Iteration 28Q: 3 clusters Score -4284572 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -4284703.500000 Penalty: 3618.603760
	Iteration 29Q: 3 clusters Score -4284704 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -4284803.500000 Penalty: 3618.603760
	Iteration 30Q: 3 clusters Score -4284804 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -4284875.000000 Penalty: 3618.603760
	Iteration 31Q: 3 clusters Score -4284875 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -4284924.500000 Penalty: 3618.603760
	Iteration 32Q: 3 clusters Score -4284924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 67830 members 
Entering Unmasked Estep 
Score: -4284955.000000 Penalty: 3618.603760
	Iteration 33Q: 3 clusters Score -4284955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 67864 members 
Entering Unmasked Estep 
Score: -4284964.000000 Penalty: 3618.603760
	Iteration 34Q: 3 clusters Score -4284964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -4284976.000000 Penalty: 3618.603760
	Iteration 35Q: 3 clusters Score -4284976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 67894 members 
Entering Unmasked Estep 
Score: -4284979.500000 Penalty: 3618.603760
	Iteration 36Q: 3 clusters Score -4284980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -4284981.500000 Penalty: 3618.603760
	Iteration 37Q: 3 clusters Score -4284982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -4284984.500000 Penalty: 3618.603760
	Iteration 38Q: 3 clusters Score -4284984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -4284994.000000 Penalty: 3618.603760
	Iteration 39Q: 3 clusters Score -4284994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 67913 members 
Entering Unmasked Estep 
Score: -4285011.000000 Penalty: 3618.603760
	Iteration 40F: 3 clusters Score -4285011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 67909 members 
Entering Unmasked Estep 
Score: -4285020.500000 Penalty: 3618.603760
	Iteration 41Q: 3 clusters Score -4285020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 67914 members 
Entering Unmasked Estep 
Score: -4285023.000000 Penalty: 3618.603760
	Iteration 42Q: 3 clusters Score -4285023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 67915 members 
Entering Unmasked Estep 
Score: -4285024.000000 Penalty: 3618.603760
	Iteration 43Q: 3 clusters Score -4285024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 67916 members 
Entering Unmasked Estep 
Score: -4285024.500000 Penalty: 3618.603760
	Iteration 44Q: 3 clusters Score -4285024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 67917 members 
Entering Unmasked Estep 
Score: -4285025.500000 Penalty: 3618.603760
	Iteration 45Q: 3 clusters Score -4285026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 67917 members 
Entering Unmasked Estep 
Score: -4285025.500000 Penalty: 3618.603760
	Iteration 46F: 3 clusters Score -4285026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Entering Unmasked Estep 
Score: -1240889.000000 Penalty: 1605.169312
	Iteration 0F: 2 clusters Score -1240889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1227613.875000 Penalty: 3210.338623
	Iteration 0F: 3 clusters Score -1227614 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1232380.375000 Penalty: 3210.338623
	Iteration 1F: 3 clusters Score -1232380 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1232754.750000 Penalty: 3210.338623
	Iteration 2F: 3 clusters Score -1232755 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1233141.500000 Penalty: 3210.338623
	Iteration 3Q: 3 clusters Score -1233142 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1233533.000000 Penalty: 3210.338623
	Iteration 4Q: 3 clusters Score -1233533 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1233993.750000 Penalty: 3210.338623
	Iteration 5Q: 3 clusters Score -1233994 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1234519.750000 Penalty: 3210.338623
	Iteration 6F: 3 clusters Score -1234520 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1235118.500000 Penalty: 3210.338623
	Iteration 7F: 3 clusters Score -1235118 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1235797.875000 Penalty: 3210.338623
	Iteration 8F: 3 clusters Score -1235798 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1236496.625000 Penalty: 3210.338623
	Iteration 9F: 3 clusters Score -1236497 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1237185.625000 Penalty: 3210.338623
	Iteration 10F: 3 clusters Score -1237186 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1237864.250000 Penalty: 3210.338623
	Iteration 11F: 3 clusters Score -1237864 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1238508.000000 Penalty: 3210.338623
	Iteration 12Q: 3 clusters Score -1238508 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1239106.500000 Penalty: 3210.338623
	Iteration 13Q: 3 clusters Score -1239106 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -1239566.500000 Penalty: 3210.338623
	Iteration 14Q: 3 clusters Score -1239566 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -1239920.750000 Penalty: 3210.338623
	Iteration 15Q: 3 clusters Score -1239921 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -1240150.875000 Penalty: 3210.338623
	Iteration 16Q: 3 clusters Score -1240151 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -1240307.750000 Penalty: 3210.338623
	Iteration 17Q: 3 clusters Score -1240308 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -1240397.000000 Penalty: 3210.338623
	Iteration 18Q: 3 clusters Score -1240397 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -1240455.875000 Penalty: 3210.338623
	Iteration 19Q: 3 clusters Score -1240456 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -1240500.750000 Penalty: 3210.338623
	Iteration 20F: 3 clusters Score -1240501 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1240534.125000 Penalty: 3210.338623
	Iteration 21Q: 3 clusters Score -1240534 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -1240564.000000 Penalty: 3210.338623
	Iteration 22Q: 3 clusters Score -1240564 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -1240590.375000 Penalty: 3210.338623
	Iteration 23Q: 3 clusters Score -1240590 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -1240624.875000 Penalty: 3210.338623
	Iteration 24Q: 3 clusters Score -1240625 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -1240648.000000 Penalty: 3210.338623
	Iteration 25Q: 3 clusters Score -1240648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -1240664.875000 Penalty: 3210.338623
	Iteration 26Q: 3 clusters Score -1240665 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -1240677.500000 Penalty: 3210.338623
	Iteration 27Q: 3 clusters Score -1240678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -1240689.125000 Penalty: 3210.338623
	Iteration 28Q: 3 clusters Score -1240689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -1240695.500000 Penalty: 3210.338623
	Iteration 29Q: 3 clusters Score -1240696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -1240703.750000 Penalty: 3210.338623
	Iteration 30Q: 3 clusters Score -1240704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -1240704.375000 Penalty: 3210.338623
	Iteration 31Q: 3 clusters Score -1240704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -1240705.875000 Penalty: 3210.338623
	Iteration 32Q: 3 clusters Score -1240706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -1240707.500000 Penalty: 3210.338623
	Iteration 33Q: 3 clusters Score -1240708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -1240707.750000 Penalty: 3210.338623
	Iteration 34Q: 3 clusters Score -1240708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -1240708.500000 Penalty: 3210.338623
	Iteration 35Q: 3 clusters Score -1240708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -1240709.000000 Penalty: 3210.338623
	Iteration 36Q: 3 clusters Score -1240709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -1240707.750000 Penalty: 3210.338623
	Iteration 37Q: 3 clusters Score -1240708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -1240710.625000 Penalty: 3210.338623
	Iteration 38Q: 3 clusters Score -1240711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -1240709.625000 Penalty: 3210.338623
	Iteration 39Q: 3 clusters Score -1240710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -1240709.500000 Penalty: 3210.338623
	Iteration 40F: 3 clusters Score -1240710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Entering Unmasked Estep 
Score: -912017.500000 Penalty: 1555.369629
	Iteration 0F: 2 clusters Score -912017.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -902021.187500 Penalty: 3110.739258
	Iteration 0F: 3 clusters Score -902021.2 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -905510.437500 Penalty: 3110.739258
	Iteration 1F: 3 clusters Score -905510.4 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -905855.312500 Penalty: 3110.739258
	Iteration 2F: 3 clusters Score -905855.3 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -906449.562500 Penalty: 3110.739258
	Iteration 3F: 3 clusters Score -906449.6 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -907268.937500 Penalty: 3110.739258
	Iteration 4F: 3 clusters Score -907268.9 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -908064.937500 Penalty: 3110.739258
	Iteration 5F: 3 clusters Score -908064.9 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -908903.187500 Penalty: 3110.739258
	Iteration 6F: 3 clusters Score -908903.2 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -909774.562500 Penalty: 3110.739258
	Iteration 7F: 3 clusters Score -909774.6 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -910545.375000 Penalty: 3110.739258
	Iteration 8F: 3 clusters Score -910545.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -911124.875000 Penalty: 3110.739258
	Iteration 9Q: 3 clusters Score -911124.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -911483.125000 Penalty: 3110.739258
	Iteration 10Q: 3 clusters Score -911483.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -911686.500000 Penalty: 3110.739258
	Iteration 11Q: 3 clusters Score -911686.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -911791.125000 Penalty: 3110.739258
	Iteration 12Q: 3 clusters Score -911791.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -911844.687500 Penalty: 3110.739258
	Iteration 13Q: 3 clusters Score -911844.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -911868.500000 Penalty: 3110.739258
	Iteration 14Q: 3 clusters Score -911868.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -911889.625000 Penalty: 3110.739258
	Iteration 15Q: 3 clusters Score -911889.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -911908.500000 Penalty: 3110.739258
	Iteration 16Q: 3 clusters Score -911908.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -911918.750000 Penalty: 3110.739258
	Iteration 17Q: 3 clusters Score -911918.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -911934.937500 Penalty: 3110.739258
	Iteration 18Q: 3 clusters Score -911934.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -911951.562500 Penalty: 3110.739258
	Iteration 19Q: 3 clusters Score -911951.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -911971.937500 Penalty: 3110.739258
	Iteration 20F: 3 clusters Score -911971.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -911981.625000 Penalty: 3110.739258
	Iteration 21Q: 3 clusters Score -911981.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -911988.937500 Penalty: 3110.739258
	Iteration 22Q: 3 clusters Score -911988.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -911992.625000 Penalty: 3110.739258
	Iteration 23Q: 3 clusters Score -911992.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -911999.125000 Penalty: 3110.739258
	Iteration 24Q: 3 clusters Score -911999.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -912004.000000 Penalty: 3110.739258
	Iteration 25Q: 3 clusters Score -912004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -912011.937500 Penalty: 3110.739258
	Iteration 26Q: 3 clusters Score -912011.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -912017.250000 Penalty: 3110.739258
	Iteration 27Q: 3 clusters Score -912017.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -912019.750000 Penalty: 3110.739258
	Iteration 28Q: 3 clusters Score -912019.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -912020.875000 Penalty: 3110.739258
	Iteration 29Q: 3 clusters Score -912020.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -912022.375000 Penalty: 3110.739258
	Iteration 30Q: 3 clusters Score -912022.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -912025.937500 Penalty: 3110.739258
	Iteration 31Q: 3 clusters Score -912025.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -912027.312500 Penalty: 3110.739258
	Iteration 32Q: 3 clusters Score -912027.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -912029.500000 Penalty: 3110.739258
	Iteration 33Q: 3 clusters Score -912029.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -912029.687500 Penalty: 3110.739258
	Iteration 34Q: 3 clusters Score -912029.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -912031.937500 Penalty: 3110.739258
	Iteration 35Q: 3 clusters Score -912031.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -912031.937500 Penalty: 3110.739258
	Iteration 36Q: 3 clusters Score -912031.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -912035.062500 Penalty: 3110.739258
	Iteration 37Q: 3 clusters Score -912035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -912035.750000 Penalty: 3110.739258
	Iteration 38Q: 3 clusters Score -912035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -912036.062500 Penalty: 3110.739258
	Iteration 39Q: 3 clusters Score -912036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -912035.937500 Penalty: 3110.739258
	Iteration 40F: 3 clusters Score -912035.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -912036.500000 Penalty: 3110.739258
	Iteration 41Q: 3 clusters Score -912036.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -912037.187500 Penalty: 3110.739258
	Iteration 42Q: 3 clusters Score -912037.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -912037.187500 Penalty: 3110.739258
	Iteration 43Q: 3 clusters Score -912037.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -912037.687500 Penalty: 3110.739258
	Iteration 44Q: 3 clusters Score -912037.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -912040.312500 Penalty: 3110.739258
	Iteration 45Q: 3 clusters Score -912040.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -912040.312500 Penalty: 3110.739258
	Iteration 46F: 3 clusters Score -912040.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 136166 members 
Mstep: Class 2 contains 2421 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 3988 members 
Mstep: Class 5 contains 7835 members 
Mstep: Class 6 contains 158050 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 25022 members 
Mstep: Class 10 contains 13638 members 
Mstep: Class 11 contains 209345 members 
Mstep: Class 12 contains 1372 members 
Mstep: Class 16 contains 20866 members 
Mstep: Class 18 contains 68471 members 
Mstep: Class 21 contains 19496 members 
Mstep: Class 23 contains 712 members 
Entering Unmasked Estep 
Score: -41759208.000000 Penalty: 34927.890625
Splitting cluster 23 changes total score from -41759748.000000 to -41759208.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 136166 members 
Mstep: Class 2 contains 2421 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 3988 members 
Mstep: Class 5 contains 7835 members 
Mstep: Class 6 contains 158050 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 6128 members 
Mstep: Class 9 contains 25022 members 
Mstep: Class 11 contains 209345 members 
Mstep: Class 12 contains 1372 members 
Mstep: Class 16 contains 20866 members 
Mstep: Class 18 contains 68471 members 
Mstep: Class 21 contains 19496 members 
Mstep: Class 23 contains 14350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41759876.000000 Penalty: 32744.896484
Iteration 159Q: 16 clusters Score -4.175988e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 135520 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 5481 members 
Mstep: Class 4 contains 3935 members 
Mstep: Class 5 contains 7828 members 
Mstep: Class 6 contains 157898 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 6131 members 
Mstep: Class 9 contains 24915 members 
Mstep: Class 11 contains 210207 members 
Mstep: Class 12 contains 1366 members 
Mstep: Class 16 contains 20910 members 
Mstep: Class 18 contains 68448 members 
Mstep: Class 21 contains 19698 members 
Mstep: Class 23 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41760072.000000 Penalty: 32744.896484
Iteration 160F: 16 clusters Score -4.176007e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 134868 members 
Mstep: Class 2 contains 2357 members 
Mstep: Class 3 contains 5422 members 
Mstep: Class 4 contains 3871 members 
Mstep: Class 5 contains 7826 members 
Mstep: Class 6 contains 157750 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 24823 members 
Mstep: Class 11 contains 211088 members 
Mstep: Class 12 contains 1351 members 
Mstep: Class 16 contains 20963 members 
Mstep: Class 18 contains 68404 members 
Mstep: Class 21 contains 19886 members 
Mstep: Class 23 contains 14326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41760040.000000 Penalty: 32744.896484
Iteration 161Q: 16 clusters Score -4.176004e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 134200 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 3821 members 
Mstep: Class 5 contains 7821 members 
Mstep: Class 6 contains 157605 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 6137 members 
Mstep: Class 9 contains 24760 members 
Mstep: Class 11 contains 211942 members 
Mstep: Class 12 contains 1338 members 
Mstep: Class 16 contains 21009 members 
Mstep: Class 18 contains 68363 members 
Mstep: Class 21 contains 20056 members 
Mstep: Class 23 contains 14319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41760112.000000 Penalty: 32744.896484
Iteration 162Q: 16 clusters Score -4.176011e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 133542 members 
Mstep: Class 2 contains 2298 members 
Mstep: Class 3 contains 5346 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7814 members 
Mstep: Class 6 contains 157489 members 
Mstep: Class 7 contains 3598 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 24684 members 
Mstep: Class 11 contains 212834 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 16 contains 21055 members 
Mstep: Class 18 contains 68314 members 
Mstep: Class 21 contains 20196 members 
Mstep: Class 23 contains 14305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2169.878662 but Gain 2182.994141
Score: -41760336.000000 Penalty: 30561.902344
Iteration 163Q: 15 clusters Score -4.176034e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 133094 members 
Mstep: Class 2 contains 2269 members 
Mstep: Class 3 contains 5305 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 7808 members 
Mstep: Class 6 contains 157510 members 
Mstep: Class 7 contains 3582 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 24908 members 
Mstep: Class 11 contains 214269 members 
Mstep: Class 16 contains 21095 members 
Mstep: Class 18 contains 68354 members 
Mstep: Class 21 contains 20355 members 
Mstep: Class 23 contains 14307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41761936.000000 Penalty: 30561.902344
Iteration 164Q: 15 clusters Score -4.176194e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 132348 members 
Mstep: Class 2 contains 2227 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 3651 members 
Mstep: Class 5 contains 7807 members 
Mstep: Class 6 contains 157332 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 6135 members 
Mstep: Class 9 contains 24865 members 
Mstep: Class 11 contains 215324 members 
Mstep: Class 16 contains 21103 members 
Mstep: Class 18 contains 68300 members 
Mstep: Class 21 contains 20474 members 
Mstep: Class 23 contains 14298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41761904.000000 Penalty: 30561.902344
Iteration 165Q: 15 clusters Score -4.17619e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 131575 members 
Mstep: Class 2 contains 2202 members 
Mstep: Class 3 contains 5212 members 
Mstep: Class 4 contains 3607 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 157137 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 6136 members 
Mstep: Class 9 contains 24831 members 
Mstep: Class 11 contains 216358 members 
Mstep: Class 16 contains 21117 members 
Mstep: Class 18 contains 68254 members 
Mstep: Class 21 contains 20609 members 
Mstep: Class 23 contains 14280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41762072.000000 Penalty: 30561.902344
Iteration 166Q: 15 clusters Score -4.176207e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 130836 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 5173 members 
Mstep: Class 4 contains 3566 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 156981 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 6137 members 
Mstep: Class 9 contains 24749 members 
Mstep: Class 11 contains 217374 members 
Mstep: Class 16 contains 21134 members 
Mstep: Class 18 contains 68199 members 
Mstep: Class 21 contains 20725 members 
Mstep: Class 23 contains 14266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41762116.000000 Penalty: 30561.902344
Iteration 167Q: 15 clusters Score -4.176212e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 130065 members 
Mstep: Class 2 contains 2158 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 3527 members 
Mstep: Class 5 contains 7804 members 
Mstep: Class 6 contains 156866 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 6140 members 
Mstep: Class 9 contains 24668 members 
Mstep: Class 11 contains 218409 members 
Mstep: Class 16 contains 21143 members 
Mstep: Class 18 contains 68145 members 
Mstep: Class 21 contains 20838 members 
Mstep: Class 23 contains 14242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41762256.000000 Penalty: 30561.902344
Iteration 168Q: 15 clusters Score -4.176226e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 129330 members 
Mstep: Class 2 contains 2130 members 
Mstep: Class 3 contains 5088 members 
Mstep: Class 4 contains 3486 members 
Mstep: Class 5 contains 7800 members 
Mstep: Class 6 contains 156728 members 
Mstep: Class 7 contains 3553 members 
Mstep: Class 8 contains 6144 members 
Mstep: Class 9 contains 24564 members 
Mstep: Class 11 contains 219460 members 
Mstep: Class 16 contains 21155 members 
Mstep: Class 18 contains 68086 members 
Mstep: Class 21 contains 20945 members 
Mstep: Class 23 contains 14222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41762356.000000 Penalty: 30561.902344
Iteration 169Q: 15 clusters Score -4.176236e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 128621 members 
Mstep: Class 2 contains 2105 members 
Mstep: Class 3 contains 5052 members 
Mstep: Class 4 contains 3442 members 
Mstep: Class 5 contains 7795 members 
Mstep: Class 6 contains 156545 members 
Mstep: Class 7 contains 3542 members 
Mstep: Class 8 contains 6145 members 
Mstep: Class 9 contains 24428 members 
Mstep: Class 11 contains 220560 members 
Mstep: Class 16 contains 21170 members 
Mstep: Class 18 contains 68036 members 
Mstep: Class 21 contains 21043 members 
Mstep: Class 23 contains 14207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41762452.000000 Penalty: 30561.902344
Iteration 170Q: 15 clusters Score -4.176245e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 127909 members 
Mstep: Class 2 contains 2078 members 
Mstep: Class 3 contains 5016 members 
Mstep: Class 4 contains 3401 members 
Mstep: Class 5 contains 7791 members 
Mstep: Class 6 contains 156380 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 24320 members 
Mstep: Class 11 contains 221610 members 
Mstep: Class 16 contains 21187 members 
Mstep: Class 18 contains 67975 members 
Mstep: Class 21 contains 21143 members 
Mstep: Class 23 contains 14200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41762696.000000 Penalty: 30561.902344
Iteration 171Q: 15 clusters Score -4.17627e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 127208 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 4981 members 
Mstep: Class 4 contains 3364 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 6 contains 156205 members 
Mstep: Class 7 contains 3519 members 
Mstep: Class 8 contains 6157 members 
Mstep: Class 9 contains 24228 members 
Mstep: Class 11 contains 222660 members 
Mstep: Class 16 contains 21184 members 
Mstep: Class 18 contains 67925 members 
Mstep: Class 21 contains 21222 members 
Mstep: Class 23 contains 14201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41762712.000000 Penalty: 30561.902344
Iteration 172Q: 15 clusters Score -4.176271e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 126524 members 
Mstep: Class 2 contains 2030 members 
Mstep: Class 3 contains 4943 members 
Mstep: Class 4 contains 3327 members 
Mstep: Class 5 contains 7772 members 
Mstep: Class 6 contains 156051 members 
Mstep: Class 7 contains 3503 members 
Mstep: Class 8 contains 6158 members 
Mstep: Class 9 contains 24114 members 
Mstep: Class 11 contains 223695 members 
Mstep: Class 16 contains 21200 members 
Mstep: Class 18 contains 67882 members 
Mstep: Class 21 contains 21287 members 
Mstep: Class 23 contains 14205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41762876.000000 Penalty: 30561.902344
Iteration 173Q: 15 clusters Score -4.176288e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 125783 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 4912 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 7766 members 
Mstep: Class 6 contains 155917 members 
Mstep: Class 7 contains 3493 members 
Mstep: Class 8 contains 6160 members 
Mstep: Class 9 contains 23987 members 
Mstep: Class 11 contains 224764 members 
Mstep: Class 16 contains 21213 members 
Mstep: Class 18 contains 67844 members 
Mstep: Class 21 contains 21346 members 
Mstep: Class 23 contains 14201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41763056.000000 Penalty: 30561.902344
Iteration 174Q: 15 clusters Score -4.176306e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 125069 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 4876 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 7763 members 
Mstep: Class 6 contains 155791 members 
Mstep: Class 7 contains 3479 members 
Mstep: Class 8 contains 6165 members 
Mstep: Class 9 contains 23879 members 
Mstep: Class 11 contains 225791 members 
Mstep: Class 16 contains 21231 members 
Mstep: Class 18 contains 67793 members 
Mstep: Class 21 contains 21400 members 
Mstep: Class 23 contains 14193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41762992.000000 Penalty: 30561.902344
Iteration 175Q: 15 clusters Score -4.176299e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 124358 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 4836 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 7762 members 
Mstep: Class 6 contains 155678 members 
Mstep: Class 7 contains 3463 members 
Mstep: Class 8 contains 6168 members 
Mstep: Class 9 contains 23765 members 
Mstep: Class 11 contains 226821 members 
Mstep: Class 16 contains 21246 members 
Mstep: Class 18 contains 67762 members 
Mstep: Class 21 contains 21447 members 
Mstep: Class 23 contains 14173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41763120.000000 Penalty: 30561.902344
Iteration 176Q: 15 clusters Score -4.176312e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 123727 members 
Mstep: Class 2 contains 1932 members 
Mstep: Class 3 contains 4799 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 7760 members 
Mstep: Class 6 contains 155552 members 
Mstep: Class 7 contains 3450 members 
Mstep: Class 8 contains 6170 members 
Mstep: Class 9 contains 23651 members 
Mstep: Class 11 contains 227802 members 
Mstep: Class 16 contains 21256 members 
Mstep: Class 18 contains 67710 members 
Mstep: Class 21 contains 21500 members 
Mstep: Class 23 contains 14153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41763044.000000 Penalty: 30561.902344
Iteration 177Q: 15 clusters Score -4.176304e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 123120 members 
Mstep: Class 2 contains 1908 members 
Mstep: Class 3 contains 4768 members 
Mstep: Class 4 contains 3203 members 
Mstep: Class 5 contains 7758 members 
Mstep: Class 6 contains 155412 members 
Mstep: Class 7 contains 3438 members 
Mstep: Class 8 contains 6170 members 
Mstep: Class 9 contains 23531 members 
Mstep: Class 11 contains 228797 members 
Mstep: Class 16 contains 21261 members 
Mstep: Class 18 contains 67642 members 
Mstep: Class 21 contains 21541 members 
Mstep: Class 23 contains 14142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41763100.000000 Penalty: 30561.902344
Iteration 178Q: 15 clusters Score -4.17631e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 122485 members 
Mstep: Class 2 contains 1891 members 
Mstep: Class 3 contains 4732 members 
Mstep: Class 4 contains 3177 members 
Mstep: Class 5 contains 7758 members 
Mstep: Class 6 contains 155291 members 
Mstep: Class 7 contains 3427 members 
Mstep: Class 8 contains 6170 members 
Mstep: Class 9 contains 23405 members 
Mstep: Class 11 contains 229794 members 
Mstep: Class 16 contains 21255 members 
Mstep: Class 18 contains 67589 members 
Mstep: Class 21 contains 21584 members 
Mstep: Class 23 contains 14133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41763044.000000 Penalty: 30561.902344
Iteration 179Q: 15 clusters Score -4.176304e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 121831 members 
Mstep: Class 2 contains 1879 members 
Mstep: Class 3 contains 4685 members 
Mstep: Class 4 contains 3157 members 
Mstep: Class 5 contains 7756 members 
Mstep: Class 6 contains 155164 members 
Mstep: Class 7 contains 3419 members 
Mstep: Class 8 contains 6169 members 
Mstep: Class 9 contains 23292 members 
Mstep: Class 11 contains 230794 members 
Mstep: Class 16 contains 21258 members 
Mstep: Class 18 contains 67530 members 
Mstep: Class 21 contains 21629 members 
Mstep: Class 23 contains 14128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41763152.000000 Penalty: 30561.902344
Iteration 180F: 15 clusters Score -4.176315e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 121207 members 
Mstep: Class 2 contains 1867 members 
Mstep: Class 3 contains 4656 members 
Mstep: Class 4 contains 3130 members 
Mstep: Class 5 contains 7755 members 
Mstep: Class 6 contains 155031 members 
Mstep: Class 7 contains 3409 members 
Mstep: Class 8 contains 6167 members 
Mstep: Class 9 contains 23169 members 
Mstep: Class 11 contains 231779 members 
Mstep: Class 16 contains 21264 members 
Mstep: Class 18 contains 67466 members 
Mstep: Class 21 contains 21676 members 
Mstep: Class 23 contains 14115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41763256.000000 Penalty: 30561.902344
Iteration 181Q: 15 clusters Score -4.176326e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 120607 members 
Mstep: Class 2 contains 1854 members 
Mstep: Class 3 contains 4628 members 
Mstep: Class 4 contains 3108 members 
Mstep: Class 5 contains 7755 members 
Mstep: Class 6 contains 154903 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 6166 members 
Mstep: Class 9 contains 23058 members 
Mstep: Class 11 contains 232702 members 
Mstep: Class 16 contains 21272 members 
Mstep: Class 18 contains 67407 members 
Mstep: Class 21 contains 21719 members 
Mstep: Class 23 contains 14114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41763544.000000 Penalty: 30561.902344
Iteration 182Q: 15 clusters Score -4.176354e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 120028 members 
Mstep: Class 2 contains 1844 members 
Mstep: Class 3 contains 4607 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 7755 members 
Mstep: Class 6 contains 154779 members 
Mstep: Class 7 contains 3387 members 
Mstep: Class 8 contains 6161 members 
Mstep: Class 9 contains 22965 members 
Mstep: Class 11 contains 233566 members 
Mstep: Class 16 contains 21288 members 
Mstep: Class 18 contains 67346 members 
Mstep: Class 21 contains 21774 members 
Mstep: Class 23 contains 14104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41763464.000000 Penalty: 30561.902344
Iteration 183Q: 15 clusters Score -4.176346e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 119414 members 
Mstep: Class 2 contains 1837 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 3066 members 
Mstep: Class 5 contains 7753 members 
Mstep: Class 6 contains 154653 members 
Mstep: Class 7 contains 3382 members 
Mstep: Class 8 contains 6159 members 
Mstep: Class 9 contains 22868 members 
Mstep: Class 11 contains 234464 members 
Mstep: Class 16 contains 21299 members 
Mstep: Class 18 contains 67302 members 
Mstep: Class 21 contains 21821 members 
Mstep: Class 23 contains 14091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41763532.000000 Penalty: 30561.902344
Iteration 184Q: 15 clusters Score -4.176353e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 118769 members 
Mstep: Class 2 contains 1835 members 
Mstep: Class 3 contains 4553 members 
Mstep: Class 4 contains 3052 members 
Mstep: Class 5 contains 7751 members 
Mstep: Class 6 contains 154540 members 
Mstep: Class 7 contains 3374 members 
Mstep: Class 8 contains 6159 members 
Mstep: Class 9 contains 22778 members 
Mstep: Class 11 contains 235386 members 
Mstep: Class 16 contains 21305 members 
Mstep: Class 18 contains 67254 members 
Mstep: Class 21 contains 21848 members 
Mstep: Class 23 contains 14087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41763620.000000 Penalty: 30561.902344
Iteration 185Q: 15 clusters Score -4.176362e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 118125 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 4535 members 
Mstep: Class 4 contains 3042 members 
Mstep: Class 5 contains 7750 members 
Mstep: Class 6 contains 154417 members 
Mstep: Class 7 contains 3369 members 
Mstep: Class 8 contains 6158 members 
Mstep: Class 9 contains 22718 members 
Mstep: Class 11 contains 236276 members 
Mstep: Class 16 contains 21305 members 
Mstep: Class 18 contains 67210 members 
Mstep: Class 21 contains 21873 members 
Mstep: Class 23 contains 14086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41763640.000000 Penalty: 30561.902344
Iteration 186Q: 15 clusters Score -4.176364e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 117521 members 
Mstep: Class 2 contains 1815 members 
Mstep: Class 3 contains 4506 members 
Mstep: Class 4 contains 3031 members 
Mstep: Class 5 contains 7751 members 
Mstep: Class 6 contains 154298 members 
Mstep: Class 7 contains 3360 members 
Mstep: Class 8 contains 6157 members 
Mstep: Class 9 contains 22646 members 
Mstep: Class 11 contains 237165 members 
Mstep: Class 16 contains 21303 members 
Mstep: Class 18 contains 67155 members 
Mstep: Class 21 contains 21897 members 
Mstep: Class 23 contains 14086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41763676.000000 Penalty: 30561.902344
Iteration 187Q: 15 clusters Score -4.176368e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 116953 members 
Mstep: Class 2 contains 1800 members 
Mstep: Class 3 contains 4481 members 
Mstep: Class 4 contains 3015 members 
Mstep: Class 5 contains 7752 members 
Mstep: Class 6 contains 154193 members 
Mstep: Class 7 contains 3350 members 
Mstep: Class 8 contains 6154 members 
Mstep: Class 9 contains 22576 members 
Mstep: Class 11 contains 238010 members 
Mstep: Class 16 contains 21302 members 
Mstep: Class 18 contains 67101 members 
Mstep: Class 21 contains 21919 members 
Mstep: Class 23 contains 14085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41763672.000000 Penalty: 30561.902344
Iteration 188Q: 15 clusters Score -4.176367e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 116393 members 
Mstep: Class 2 contains 1790 members 
Mstep: Class 3 contains 4471 members 
Mstep: Class 4 contains 2999 members 
Mstep: Class 5 contains 7748 members 
Mstep: Class 6 contains 154113 members 
Mstep: Class 7 contains 3342 members 
Mstep: Class 8 contains 6152 members 
Mstep: Class 9 contains 22502 members 
Mstep: Class 11 contains 238828 members 
Mstep: Class 16 contains 21298 members 
Mstep: Class 18 contains 67051 members 
Mstep: Class 21 contains 21932 members 
Mstep: Class 23 contains 14072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41763688.000000 Penalty: 30561.902344
Iteration 189Q: 15 clusters Score -4.176369e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 115869 members 
Mstep: Class 2 contains 1770 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 154036 members 
Mstep: Class 7 contains 3338 members 
Mstep: Class 8 contains 6153 members 
Mstep: Class 9 contains 22425 members 
Mstep: Class 11 contains 239617 members 
Mstep: Class 16 contains 21299 members 
Mstep: Class 18 contains 67003 members 
Mstep: Class 21 contains 21943 members 
Mstep: Class 23 contains 14069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41763728.000000 Penalty: 30561.902344
Iteration 190Q: 15 clusters Score -4.176373e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 115371 members 
Mstep: Class 2 contains 1753 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 2946 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 153974 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 6153 members 
Mstep: Class 9 contains 22345 members 
Mstep: Class 11 contains 240398 members 
Mstep: Class 16 contains 21298 members 
Mstep: Class 18 contains 66935 members 
Mstep: Class 21 contains 21952 members 
Mstep: Class 23 contains 14057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41763876.000000 Penalty: 30561.902344
Iteration 191Q: 15 clusters Score -4.176388e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 114897 members 
Mstep: Class 2 contains 1723 members 
Mstep: Class 3 contains 4414 members 
Mstep: Class 4 contains 2921 members 
Mstep: Class 5 contains 7737 members 
Mstep: Class 6 contains 153882 members 
Mstep: Class 7 contains 3326 members 
Mstep: Class 8 contains 6154 members 
Mstep: Class 9 contains 22274 members 
Mstep: Class 11 contains 241188 members 
Mstep: Class 16 contains 21294 members 
Mstep: Class 18 contains 66864 members 
Mstep: Class 21 contains 21965 members 
Mstep: Class 23 contains 14052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764004.000000 Penalty: 30561.902344
Iteration 192Q: 15 clusters Score -4.1764e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 114427 members 
Mstep: Class 2 contains 1696 members 
Mstep: Class 3 contains 4399 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 7734 members 
Mstep: Class 6 contains 153779 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 6153 members 
Mstep: Class 9 contains 22203 members 
Mstep: Class 11 contains 241935 members 
Mstep: Class 16 contains 21292 members 
Mstep: Class 18 contains 66816 members 
Mstep: Class 21 contains 21980 members 
Mstep: Class 23 contains 14052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41763972.000000 Penalty: 30561.902344
Iteration 193Q: 15 clusters Score -4.176397e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 113953 members 
Mstep: Class 2 contains 1667 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 2886 members 
Mstep: Class 5 contains 7734 members 
Mstep: Class 6 contains 153650 members 
Mstep: Class 7 contains 3319 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 22121 members 
Mstep: Class 11 contains 242733 members 
Mstep: Class 16 contains 21280 members 
Mstep: Class 18 contains 66763 members 
Mstep: Class 21 contains 21996 members 
Mstep: Class 23 contains 14046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764132.000000 Penalty: 30561.902344
Iteration 194Q: 15 clusters Score -4.176413e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 113517 members 
Mstep: Class 2 contains 1643 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 2865 members 
Mstep: Class 5 contains 7734 members 
Mstep: Class 6 contains 153518 members 
Mstep: Class 7 contains 3319 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 22051 members 
Mstep: Class 11 contains 243494 members 
Mstep: Class 16 contains 21270 members 
Mstep: Class 18 contains 66700 members 
Mstep: Class 21 contains 22014 members 
Mstep: Class 23 contains 14040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764176.000000 Penalty: 30561.902344
Iteration 195Q: 15 clusters Score -4.176418e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 113102 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 4359 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 7732 members 
Mstep: Class 6 contains 153392 members 
Mstep: Class 7 contains 3316 members 
Mstep: Class 8 contains 6150 members 
Mstep: Class 9 contains 21990 members 
Mstep: Class 11 contains 244224 members 
Mstep: Class 16 contains 21270 members 
Mstep: Class 18 contains 66624 members 
Mstep: Class 21 contains 22025 members 
Mstep: Class 23 contains 14032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764212.000000 Penalty: 30561.902344
Iteration 196Q: 15 clusters Score -4.176421e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 112717 members 
Mstep: Class 2 contains 1607 members 
Mstep: Class 3 contains 4339 members 
Mstep: Class 4 contains 2815 members 
Mstep: Class 5 contains 7730 members 
Mstep: Class 6 contains 153277 members 
Mstep: Class 7 contains 3312 members 
Mstep: Class 8 contains 6149 members 
Mstep: Class 9 contains 21918 members 
Mstep: Class 11 contains 244957 members 
Mstep: Class 16 contains 21270 members 
Mstep: Class 18 contains 66540 members 
Mstep: Class 21 contains 22037 members 
Mstep: Class 23 contains 14023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764368.000000 Penalty: 30561.902344
Iteration 197Q: 15 clusters Score -4.176437e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 112326 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 4313 members 
Mstep: Class 4 contains 2783 members 
Mstep: Class 5 contains 7728 members 
Mstep: Class 6 contains 153174 members 
Mstep: Class 7 contains 3304 members 
Mstep: Class 8 contains 6149 members 
Mstep: Class 9 contains 21857 members 
Mstep: Class 11 contains 245672 members 
Mstep: Class 16 contains 21268 members 
Mstep: Class 18 contains 66473 members 
Mstep: Class 21 contains 22046 members 
Mstep: Class 23 contains 14011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764288.000000 Penalty: 30561.902344
Iteration 198Q: 15 clusters Score -4.176429e+07 nChanged 883
Entering ConstructFrom: 
Score: -41764288.000000 Penalty: 30561.902344
Entering ConstructFrom: 
Trying to split cluster 1 (111934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111934 members 
Entering Unmasked Estep 
Score: -7057143.500000 Penalty: 1889.170532
	Iteration 0F: 2 clusters Score -7057144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -6981989.500000 Penalty: 3778.341064
	Iteration 0F: 3 clusters Score -6981990 nChanged 53768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 56756 members 
Entering Unmasked Estep 
Score: -7013700.500000 Penalty: 3778.341064
	Iteration 1F: 3 clusters Score -7013700 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -7014576.500000 Penalty: 3778.341064
	Iteration 2Q: 3 clusters Score -7014576 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -7015701.500000 Penalty: 3778.341064
	Iteration 3Q: 3 clusters Score -7015702 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 60394 members 
Entering Unmasked Estep 
Score: -7017164.000000 Penalty: 3778.341064
	Iteration 4Q: 3 clusters Score -7017164 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 62559 members 
Entering Unmasked Estep 
Score: -7019177.000000 Penalty: 3778.341064
	Iteration 5Q: 3 clusters Score -7019177 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 65326 members 
Entering Unmasked Estep 
Score: -7021919.500000 Penalty: 3778.341064
	Iteration 6Q: 3 clusters Score -7021920 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -7025667.500000 Penalty: 3778.341064
	Iteration 7F: 3 clusters Score -7025668 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 72356 members 
Entering Unmasked Estep 
Score: -7030085.500000 Penalty: 3778.341064
	Iteration 8F: 3 clusters Score -7030086 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 75878 members 
Entering Unmasked Estep 
Score: -7034724.000000 Penalty: 3778.341064
	Iteration 9F: 3 clusters Score -7034724 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 78839 members 
Entering Unmasked Estep 
Score: -7038527.500000 Penalty: 3778.341064
	Iteration 10F: 3 clusters Score -7038528 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 81131 members 
Entering Unmasked Estep 
Score: -7040849.000000 Penalty: 3778.341064
	Iteration 11Q: 3 clusters Score -7040849 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 83162 members 
Entering Unmasked Estep 
Score: -7041985.500000 Penalty: 3778.341064
	Iteration 12Q: 3 clusters Score -7041986 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -7042788.000000 Penalty: 3778.341064
	Iteration 13Q: 3 clusters Score -7042788 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 87185 members 
Entering Unmasked Estep 
Score: -7043443.500000 Penalty: 3778.341064
	Iteration 14Q: 3 clusters Score -7043444 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 89264 members 
Entering Unmasked Estep 
Score: -7044156.000000 Penalty: 3778.341064
	Iteration 15Q: 3 clusters Score -7044156 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 91421 members 
Entering Unmasked Estep 
Score: -7045030.000000 Penalty: 3778.341064
	Iteration 16Q: 3 clusters Score -7045030 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 93619 members 
Entering Unmasked Estep 
Score: -7045882.500000 Penalty: 3778.341064
	Iteration 17Q: 3 clusters Score -7045882 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 95859 members 
Entering Unmasked Estep 
Score: -7046909.500000 Penalty: 3778.341064
	Iteration 18Q: 3 clusters Score -7046910 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 98065 members 
Entering Unmasked Estep 
Score: -7048050.500000 Penalty: 3778.341064
	Iteration 19Q: 3 clusters Score -7048050 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
Score: -7049174.000000 Penalty: 3778.341064
	Iteration 20F: 3 clusters Score -7049174 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 102214 members 
Entering Unmasked Estep 
Score: -7050358.000000 Penalty: 3778.341064
	Iteration 21Q: 3 clusters Score -7050358 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 104061 members 
Entering Unmasked Estep 
Score: -7051596.000000 Penalty: 3778.341064
	Iteration 22Q: 3 clusters Score -7051596 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 105598 members 
Entering Unmasked Estep 
Score: -7052506.000000 Penalty: 3778.341064
	Iteration 23Q: 3 clusters Score -7052506 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 106861 members 
Entering Unmasked Estep 
Score: -7053287.000000 Penalty: 3778.341064
	Iteration 24Q: 3 clusters Score -7053287 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 107827 members 
Entering Unmasked Estep 
Score: -7053956.000000 Penalty: 3778.341064
	Iteration 25Q: 3 clusters Score -7053956 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 108535 members 
Entering Unmasked Estep 
Score: -7054436.000000 Penalty: 3778.341064
	Iteration 26Q: 3 clusters Score -7054436 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 109086 members 
Entering Unmasked Estep 
Score: -7054779.000000 Penalty: 3778.341064
	Iteration 27Q: 3 clusters Score -7054779 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 109496 members 
Entering Unmasked Estep 
Score: -7054999.000000 Penalty: 3778.341064
	Iteration 28Q: 3 clusters Score -7054999 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 109805 members 
Entering Unmasked Estep 
Score: -7055143.500000 Penalty: 3778.341064
	Iteration 29Q: 3 clusters Score -7055144 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 110024 members 
Entering Unmasked Estep 
Score: -7055226.000000 Penalty: 3778.341064
	Iteration 30Q: 3 clusters Score -7055226 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 110225 members 
Entering Unmasked Estep 
Score: -7055339.500000 Penalty: 3778.341064
	Iteration 31Q: 3 clusters Score -7055340 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 110391 members 
Entering Unmasked Estep 
Score: -7055399.000000 Penalty: 3778.341064
	Iteration 32Q: 3 clusters Score -7055399 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 110511 members 
Entering Unmasked Estep 
Score: -7055439.500000 Penalty: 3778.341064
	Iteration 33Q: 3 clusters Score -7055440 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 110603 members 
Entering Unmasked Estep 
Score: -7055472.000000 Penalty: 3778.341064
	Iteration 34Q: 3 clusters Score -7055472 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 110670 members 
Entering Unmasked Estep 
Score: -7055505.000000 Penalty: 3778.341064
	Iteration 35Q: 3 clusters Score -7055505 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 110737 members 
Entering Unmasked Estep 
Score: -7055518.000000 Penalty: 3778.341064
	Iteration 36Q: 3 clusters Score -7055518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 110784 members 
Entering Unmasked Estep 
Score: -7055538.500000 Penalty: 3778.341064
	Iteration 37Q: 3 clusters Score -7055538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 110831 members 
Entering Unmasked Estep 
Score: -7055555.000000 Penalty: 3778.341064
	Iteration 38Q: 3 clusters Score -7055555 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 110872 members 
Entering Unmasked Estep 
Score: -7055580.500000 Penalty: 3778.341064
	Iteration 39Q: 3 clusters Score -7055580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 110913 members 
Entering Unmasked Estep 
Score: -7055594.500000 Penalty: 3778.341064
	Iteration 40F: 3 clusters Score -7055594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 110939 members 
Entering Unmasked Estep 
Score: -7055606.000000 Penalty: 3778.341064
	Iteration 41Q: 3 clusters Score -7055606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 110962 members 
Entering Unmasked Estep 
Score: -7055615.000000 Penalty: 3778.341064
	Iteration 42Q: 3 clusters Score -7055615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 110990 members 
Entering Unmasked Estep 
Score: -7055622.000000 Penalty: 3778.341064
	Iteration 43Q: 3 clusters Score -7055622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 111013 members 
Entering Unmasked Estep 
Score: -7055634.000000 Penalty: 3778.341064
	Iteration 44Q: 3 clusters Score -7055634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 111034 members 
Entering Unmasked Estep 
Score: -7055643.500000 Penalty: 3778.341064
	Iteration 45Q: 3 clusters Score -7055644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 111050 members 
Entering Unmasked Estep 
Score: -7055647.500000 Penalty: 3778.341064
	Iteration 46Q: 3 clusters Score -7055648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 111063 members 
Entering Unmasked Estep 
Score: -7055646.000000 Penalty: 3778.341064
	Iteration 47Q: 3 clusters Score -7055646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 111072 members 
Entering Unmasked Estep 
Score: -7055656.000000 Penalty: 3778.341064
	Iteration 48Q: 3 clusters Score -7055656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 111078 members 
Entering Unmasked Estep 
Score: -7055658.000000 Penalty: 3778.341064
	Iteration 49Q: 3 clusters Score -7055658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 111084 members 
Entering Unmasked Estep 
Score: -7055661.500000 Penalty: 3778.341064
	Iteration 50Q: 3 clusters Score -7055662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 111095 members 
Entering Unmasked Estep 
Score: -7055656.500000 Penalty: 3778.341064
	Iteration 51Q: 3 clusters Score -7055656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 111103 members 
Entering Unmasked Estep 
Score: -7055662.000000 Penalty: 3778.341064
	Iteration 52Q: 3 clusters Score -7055662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 111108 members 
Entering Unmasked Estep 
Score: -7055663.000000 Penalty: 3778.341064
	Iteration 53Q: 3 clusters Score -7055663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 111110 members 
Entering Unmasked Estep 
Score: -7055665.000000 Penalty: 3778.341064
	Iteration 54Q: 3 clusters Score -7055665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 111114 members 
Entering Unmasked Estep 
Score: -7055665.000000 Penalty: 3778.341064
	Iteration 55Q: 3 clusters Score -7055665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 111117 members 
Entering Unmasked Estep 
Score: -7055665.000000 Penalty: 3778.341064
	Iteration 56Q: 3 clusters Score -7055665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 111119 members 
Entering Unmasked Estep 
Score: -7055673.000000 Penalty: 3778.341064
	Iteration 57Q: 3 clusters Score -7055673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 111119 members 
Entering Unmasked Estep 
Score: -7055667.500000 Penalty: 3778.341064
	Iteration 58Q: 3 clusters Score -7055668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 111119 members 
Entering Unmasked Estep 
Score: -7055667.500000 Penalty: 3778.341064
	Iteration 59F: 3 clusters Score -7055668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -98802.726562 Penalty: 1195.499268
	Iteration 0F: 2 clusters Score -98802.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -96962.742188 Penalty: 2390.998535
	Iteration 0F: 3 clusters Score -96962.74 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -97325.250000 Penalty: 2390.998535
	Iteration 1F: 3 clusters Score -97325.25 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -97427.171875 Penalty: 2390.998535
	Iteration 2F: 3 clusters Score -97427.17 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -97480.359375 Penalty: 2390.998535
	Iteration 3Q: 3 clusters Score -97480.36 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -97518.687500 Penalty: 2390.998535
	Iteration 4Q: 3 clusters Score -97518.69 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -97553.453125 Penalty: 2390.998535
	Iteration 5Q: 3 clusters Score -97553.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -97583.742188 Penalty: 2390.998535
	Iteration 6Q: 3 clusters Score -97583.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -97598.945312 Penalty: 2390.998535
	Iteration 7Q: 3 clusters Score -97598.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -97606.742188 Penalty: 2390.998535
	Iteration 8Q: 3 clusters Score -97606.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -97611.796875 Penalty: 2390.998535
	Iteration 9Q: 3 clusters Score -97611.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -97615.367188 Penalty: 2390.998535
	Iteration 10Q: 3 clusters Score -97615.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -97619.164062 Penalty: 2390.998535
	Iteration 11Q: 3 clusters Score -97619.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -97621.703125 Penalty: 2390.998535
	Iteration 12Q: 3 clusters Score -97621.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -97623.000000 Penalty: 2390.998535
	Iteration 13Q: 3 clusters Score -97623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -97623.445312 Penalty: 2390.998535
	Iteration 14Q: 3 clusters Score -97623.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -97623.445312 Penalty: 2390.998535
	Iteration 15F: 3 clusters Score -97623.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Entering Unmasked Estep 
Score: -285260.156250 Penalty: 1359.118896
	Iteration 0F: 2 clusters Score -285260.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -281804.687500 Penalty: 2718.237793
	Iteration 0F: 3 clusters Score -281804.7 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -282750.250000 Penalty: 2718.237793
	Iteration 1F: 3 clusters Score -282750.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -282899.312500 Penalty: 2718.237793
	Iteration 2F: 3 clusters Score -282899.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -282976.250000 Penalty: 2718.237793
	Iteration 3Q: 3 clusters Score -282976.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -283024.437500 Penalty: 2718.237793
	Iteration 4Q: 3 clusters Score -283024.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -283061.312500 Penalty: 2718.237793
	Iteration 5Q: 3 clusters Score -283061.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -283085.281250 Penalty: 2718.237793
	Iteration 6Q: 3 clusters Score -283085.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -283106.843750 Penalty: 2718.237793
	Iteration 7Q: 3 clusters Score -283106.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -283122.687500 Penalty: 2718.237793
	Iteration 8Q: 3 clusters Score -283122.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -283140.906250 Penalty: 2718.237793
	Iteration 9Q: 3 clusters Score -283140.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -283164.093750 Penalty: 2718.237793
	Iteration 10Q: 3 clusters Score -283164.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -283190.187500 Penalty: 2718.237793
	Iteration 11Q: 3 clusters Score -283190.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -283209.687500 Penalty: 2718.237793
	Iteration 12Q: 3 clusters Score -283209.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -283227.593750 Penalty: 2718.237793
	Iteration 13Q: 3 clusters Score -283227.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -283240.906250 Penalty: 2718.237793
	Iteration 14Q: 3 clusters Score -283240.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -283253.468750 Penalty: 2718.237793
	Iteration 15Q: 3 clusters Score -283253.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -283268.218750 Penalty: 2718.237793
	Iteration 16Q: 3 clusters Score -283268.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -283285.562500 Penalty: 2718.237793
	Iteration 17Q: 3 clusters Score -283285.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -283300.375000 Penalty: 2718.237793
	Iteration 18Q: 3 clusters Score -283300.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -283313.687500 Penalty: 2718.237793
	Iteration 19Q: 3 clusters Score -283313.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -283330.281250 Penalty: 2718.237793
	Iteration 20F: 3 clusters Score -283330.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -283347.500000 Penalty: 2718.237793
	Iteration 21Q: 3 clusters Score -283347.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -283362.500000 Penalty: 2718.237793
	Iteration 22Q: 3 clusters Score -283362.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -283375.937500 Penalty: 2718.237793
	Iteration 23Q: 3 clusters Score -283375.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -283397.281250 Penalty: 2718.237793
	Iteration 24Q: 3 clusters Score -283397.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -283420.406250 Penalty: 2718.237793
	Iteration 25Q: 3 clusters Score -283420.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -283449.062500 Penalty: 2718.237793
	Iteration 26Q: 3 clusters Score -283449.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -283480.593750 Penalty: 2718.237793
	Iteration 27Q: 3 clusters Score -283480.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -283509.531250 Penalty: 2718.237793
	Iteration 28Q: 3 clusters Score -283509.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -283550.281250 Penalty: 2718.237793
	Iteration 29Q: 3 clusters Score -283550.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -283589.656250 Penalty: 2718.237793
	Iteration 30Q: 3 clusters Score -283589.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -283639.406250 Penalty: 2718.237793
	Iteration 31Q: 3 clusters Score -283639.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -283685.343750 Penalty: 2718.237793
	Iteration 32Q: 3 clusters Score -283685.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -283730.812500 Penalty: 2718.237793
	Iteration 33Q: 3 clusters Score -283730.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -283776.687500 Penalty: 2718.237793
	Iteration 34Q: 3 clusters Score -283776.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -283821.968750 Penalty: 2718.237793
	Iteration 35Q: 3 clusters Score -283822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -283857.468750 Penalty: 2718.237793
	Iteration 36Q: 3 clusters Score -283857.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -283892.156250 Penalty: 2718.237793
	Iteration 37Q: 3 clusters Score -283892.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -283930.093750 Penalty: 2718.237793
	Iteration 38Q: 3 clusters Score -283930.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -283954.750000 Penalty: 2718.237793
	Iteration 39Q: 3 clusters Score -283954.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -283975.000000 Penalty: 2718.237793
	Iteration 40F: 3 clusters Score -283975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -283989.406250 Penalty: 2718.237793
	Iteration 41Q: 3 clusters Score -283989.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -284005.468750 Penalty: 2718.237793
	Iteration 42Q: 3 clusters Score -284005.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -284016.093750 Penalty: 2718.237793
	Iteration 43Q: 3 clusters Score -284016.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -284023.500000 Penalty: 2718.237793
	Iteration 44Q: 3 clusters Score -284023.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -284026.500000 Penalty: 2718.237793
	Iteration 45Q: 3 clusters Score -284026.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -284031.875000 Penalty: 2718.237793
	Iteration 46Q: 3 clusters Score -284031.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -284035.562500 Penalty: 2718.237793
	Iteration 47Q: 3 clusters Score -284035.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -284038.593750 Penalty: 2718.237793
	Iteration 48Q: 3 clusters Score -284038.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -284044.531250 Penalty: 2718.237793
	Iteration 49Q: 3 clusters Score -284044.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -284054.437500 Penalty: 2718.237793
	Iteration 50Q: 3 clusters Score -284054.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -284065.218750 Penalty: 2718.237793
	Iteration 51Q: 3 clusters Score -284065.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -284078.312500 Penalty: 2718.237793
	Iteration 52Q: 3 clusters Score -284078.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -284089.125000 Penalty: 2718.237793
	Iteration 53Q: 3 clusters Score -284089.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -284092.187500 Penalty: 2718.237793
	Iteration 54Q: 3 clusters Score -284092.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -284097.312500 Penalty: 2718.237793
	Iteration 55Q: 3 clusters Score -284097.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -284101.750000 Penalty: 2718.237793
	Iteration 56Q: 3 clusters Score -284101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -284105.531250 Penalty: 2718.237793
	Iteration 57Q: 3 clusters Score -284105.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -284108.781250 Penalty: 2718.237793
	Iteration 58Q: 3 clusters Score -284108.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -284111.875000 Penalty: 2718.237793
	Iteration 59Q: 3 clusters Score -284111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -284114.343750 Penalty: 2718.237793
	Iteration 60F: 3 clusters Score -284114.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -284115.343750 Penalty: 2718.237793
	Iteration 61Q: 3 clusters Score -284115.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -284116.468750 Penalty: 2718.237793
	Iteration 62Q: 3 clusters Score -284116.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -284118.250000 Penalty: 2718.237793
	Iteration 63Q: 3 clusters Score -284118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -284119.875000 Penalty: 2718.237793
	Iteration 64Q: 3 clusters Score -284119.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -284121.250000 Penalty: 2718.237793
	Iteration 65Q: 3 clusters Score -284121.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -284122.000000 Penalty: 2718.237793
	Iteration 66Q: 3 clusters Score -284122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -284123.750000 Penalty: 2718.237793
	Iteration 67Q: 3 clusters Score -284123.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -284124.406250 Penalty: 2718.237793
	Iteration 68Q: 3 clusters Score -284124.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -284125.500000 Penalty: 2718.237793
	Iteration 69Q: 3 clusters Score -284125.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -284125.500000 Penalty: 2718.237793
	Iteration 70F: 3 clusters Score -284125.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Entering Unmasked Estep 
Score: -177144.328125 Penalty: 1287.426392
	Iteration 0F: 2 clusters Score -177144.3 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 1346 members 
Entering Unmasked Estep 
Score: -174567.203125 Penalty: 2574.852783
	Iteration 0F: 3 clusters Score -174567.2 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -175107.765625 Penalty: 2574.852783
	Iteration 1F: 3 clusters Score -175107.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -175241.062500 Penalty: 2574.852783
	Iteration 2F: 3 clusters Score -175241.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -175355.203125 Penalty: 2574.852783
	Iteration 3F: 3 clusters Score -175355.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -175446.640625 Penalty: 2574.852783
	Iteration 4Q: 3 clusters Score -175446.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -175512.296875 Penalty: 2574.852783
	Iteration 5Q: 3 clusters Score -175512.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -175581.812500 Penalty: 2574.852783
	Iteration 6Q: 3 clusters Score -175581.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -175631.703125 Penalty: 2574.852783
	Iteration 7Q: 3 clusters Score -175631.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -175667.625000 Penalty: 2574.852783
	Iteration 8Q: 3 clusters Score -175667.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -175717.234375 Penalty: 2574.852783
	Iteration 9Q: 3 clusters Score -175717.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -175753.890625 Penalty: 2574.852783
	Iteration 10Q: 3 clusters Score -175753.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -175787.406250 Penalty: 2574.852783
	Iteration 11Q: 3 clusters Score -175787.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -175813.656250 Penalty: 2574.852783
	Iteration 12Q: 3 clusters Score -175813.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -175838.750000 Penalty: 2574.852783
	Iteration 13Q: 3 clusters Score -175838.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -175860.421875 Penalty: 2574.852783
	Iteration 14Q: 3 clusters Score -175860.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -175881.343750 Penalty: 2574.852783
	Iteration 15Q: 3 clusters Score -175881.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -175898.984375 Penalty: 2574.852783
	Iteration 16Q: 3 clusters Score -175899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -175912.000000 Penalty: 2574.852783
	Iteration 17Q: 3 clusters Score -175912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -175924.250000 Penalty: 2574.852783
	Iteration 18Q: 3 clusters Score -175924.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -175933.781250 Penalty: 2574.852783
	Iteration 19Q: 3 clusters Score -175933.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -175942.828125 Penalty: 2574.852783
	Iteration 20F: 3 clusters Score -175942.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -175950.421875 Penalty: 2574.852783
	Iteration 21Q: 3 clusters Score -175950.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -175957.062500 Penalty: 2574.852783
	Iteration 22Q: 3 clusters Score -175957.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -175963.359375 Penalty: 2574.852783
	Iteration 23Q: 3 clusters Score -175963.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -175969.078125 Penalty: 2574.852783
	Iteration 24Q: 3 clusters Score -175969.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -175974.625000 Penalty: 2574.852783
	Iteration 25Q: 3 clusters Score -175974.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -175977.546875 Penalty: 2574.852783
	Iteration 26Q: 3 clusters Score -175977.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -175980.484375 Penalty: 2574.852783
	Iteration 27Q: 3 clusters Score -175980.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -175984.734375 Penalty: 2574.852783
	Iteration 28Q: 3 clusters Score -175984.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -175988.968750 Penalty: 2574.852783
	Iteration 29Q: 3 clusters Score -175989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -175994.453125 Penalty: 2574.852783
	Iteration 30Q: 3 clusters Score -175994.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -175995.890625 Penalty: 2574.852783
	Iteration 31Q: 3 clusters Score -175995.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -175996.734375 Penalty: 2574.852783
	Iteration 32Q: 3 clusters Score -175996.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -175998.046875 Penalty: 2574.852783
	Iteration 33Q: 3 clusters Score -175998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -175999.312500 Penalty: 2574.852783
	Iteration 34Q: 3 clusters Score -175999.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -176000.765625 Penalty: 2574.852783
	Iteration 35Q: 3 clusters Score -176000.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -176002.531250 Penalty: 2574.852783
	Iteration 36Q: 3 clusters Score -176002.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -176005.250000 Penalty: 2574.852783
	Iteration 37Q: 3 clusters Score -176005.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -176007.593750 Penalty: 2574.852783
	Iteration 38Q: 3 clusters Score -176007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -176008.515625 Penalty: 2574.852783
	Iteration 39Q: 3 clusters Score -176008.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -176010.234375 Penalty: 2574.852783
	Iteration 40F: 3 clusters Score -176010.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -176012.359375 Penalty: 2574.852783
	Iteration 41Q: 3 clusters Score -176012.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -176013.062500 Penalty: 2574.852783
	Iteration 42Q: 3 clusters Score -176013.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -176014.234375 Penalty: 2574.852783
	Iteration 43Q: 3 clusters Score -176014.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -176015.140625 Penalty: 2574.852783
	Iteration 44Q: 3 clusters Score -176015.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -176016.156250 Penalty: 2574.852783
	Iteration 45Q: 3 clusters Score -176016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -176016.890625 Penalty: 2574.852783
	Iteration 46Q: 3 clusters Score -176016.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -176016.890625 Penalty: 2574.852783
	Iteration 47F: 3 clusters Score -176016.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Entering Unmasked Estep 
Score: -489362.812500 Penalty: 1454.798340
	Iteration 0F: 2 clusters Score -489362.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -483604.968750 Penalty: 2909.596680
	Iteration 0F: 3 clusters Score -483605 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -485286.218750 Penalty: 2909.596680
	Iteration 1F: 3 clusters Score -485286.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -485546.250000 Penalty: 2909.596680
	Iteration 2F: 3 clusters Score -485546.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -485886.156250 Penalty: 2909.596680
	Iteration 3F: 3 clusters Score -485886.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -486429.968750 Penalty: 2909.596680
	Iteration 4F: 3 clusters Score -486430 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -487059.468750 Penalty: 2909.596680
	Iteration 5F: 3 clusters Score -487059.5 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -487660.062500 Penalty: 2909.596680
	Iteration 6F: 3 clusters Score -487660.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -488150.718750 Penalty: 2909.596680
	Iteration 7F: 3 clusters Score -488150.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -488538.062500 Penalty: 2909.596680
	Iteration 8F: 3 clusters Score -488538.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -488836.687500 Penalty: 2909.596680
	Iteration 9Q: 3 clusters Score -488836.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -488977.750000 Penalty: 2909.596680
	Iteration 10Q: 3 clusters Score -488977.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -489052.750000 Penalty: 2909.596680
	Iteration 11Q: 3 clusters Score -489052.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -489088.468750 Penalty: 2909.596680
	Iteration 12Q: 3 clusters Score -489088.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -489112.750000 Penalty: 2909.596680
	Iteration 13Q: 3 clusters Score -489112.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -489121.656250 Penalty: 2909.596680
	Iteration 14Q: 3 clusters Score -489121.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -489123.906250 Penalty: 2909.596680
	Iteration 15Q: 3 clusters Score -489123.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -489127.718750 Penalty: 2909.596680
	Iteration 16Q: 3 clusters Score -489127.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -489128.250000 Penalty: 2909.596680
	Iteration 17Q: 3 clusters Score -489128.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -489129.093750 Penalty: 2909.596680
	Iteration 18Q: 3 clusters Score -489129.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -489130.968750 Penalty: 2909.596680
	Iteration 19Q: 3 clusters Score -489131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -489130.312500 Penalty: 2909.596680
	Iteration 20F: 3 clusters Score -489130.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -489131.093750 Penalty: 2909.596680
	Iteration 21Q: 3 clusters Score -489131.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -489130.937500 Penalty: 2909.596680
	Iteration 22Q: 3 clusters Score -489130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -489132.187500 Penalty: 2909.596680
	Iteration 23Q: 3 clusters Score -489132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -489130.843750 Penalty: 2909.596680
	Iteration 24Q: 3 clusters Score -489130.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -489130.843750 Penalty: 2909.596680
	Iteration 25F: 3 clusters Score -489130.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (153078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153078 members 
Entering Unmasked Estep 
Score: -9765732.000000 Penalty: 1940.039185
	Iteration 0F: 2 clusters Score -9765732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76518 members 
Mstep: Class 2 contains 76560 members 
Entering Unmasked Estep 
Score: -9662917.000000 Penalty: 3880.078369
	Iteration 0F: 3 clusters Score -9662917 nChanged 73813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76391 members 
Mstep: Class 2 contains 76687 members 
Entering Unmasked Estep 
Score: -9705725.000000 Penalty: 3880.078369
	Iteration 1F: 3 clusters Score -9705725 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76308 members 
Mstep: Class 2 contains 76770 members 
Entering Unmasked Estep 
Score: -9706319.000000 Penalty: 3880.078369
	Iteration 2Q: 3 clusters Score -9706319 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76114 members 
Mstep: Class 2 contains 76964 members 
Entering Unmasked Estep 
Score: -9706868.000000 Penalty: 3880.078369
	Iteration 3Q: 3 clusters Score -9706868 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75750 members 
Mstep: Class 2 contains 77328 members 
Entering Unmasked Estep 
Score: -9707395.000000 Penalty: 3880.078369
	Iteration 4Q: 3 clusters Score -9707395 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75078 members 
Mstep: Class 2 contains 78000 members 
Entering Unmasked Estep 
Score: -9708115.000000 Penalty: 3880.078369
	Iteration 5Q: 3 clusters Score -9708115 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73998 members 
Mstep: Class 2 contains 79080 members 
Entering Unmasked Estep 
Score: -9708981.000000 Penalty: 3880.078369
	Iteration 6Q: 3 clusters Score -9708981 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 80811 members 
Entering Unmasked Estep 
Score: -9710122.000000 Penalty: 3880.078369
	Iteration 7Q: 3 clusters Score -9710122 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69742 members 
Mstep: Class 2 contains 83336 members 
Entering Unmasked Estep 
Score: -9711781.000000 Penalty: 3880.078369
	Iteration 8Q: 3 clusters Score -9711781 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66000 members 
Mstep: Class 2 contains 87078 members 
Entering Unmasked Estep 
Score: -9714484.000000 Penalty: 3880.078369
	Iteration 9Q: 3 clusters Score -9714484 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 92013 members 
Entering Unmasked Estep 
Score: -9718350.000000 Penalty: 3880.078369
	Iteration 10Q: 3 clusters Score -9718350 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Mstep: Class 2 contains 98075 members 
Entering Unmasked Estep 
Score: -9723390.000000 Penalty: 3880.078369
	Iteration 11F: 3 clusters Score -9723390 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 104551 members 
Entering Unmasked Estep 
Score: -9729305.000000 Penalty: 3880.078369
	Iteration 12F: 3 clusters Score -9729305 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 110711 members 
Entering Unmasked Estep 
Score: -9735508.000000 Penalty: 3880.078369
	Iteration 13F: 3 clusters Score -9735508 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 115895 members 
Entering Unmasked Estep 
Score: -9741238.000000 Penalty: 3880.078369
	Iteration 14Q: 3 clusters Score -9741238 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 120169 members 
Entering Unmasked Estep 
Score: -9745518.000000 Penalty: 3880.078369
	Iteration 15Q: 3 clusters Score -9745518 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 123826 members 
Entering Unmasked Estep 
Score: -9748249.000000 Penalty: 3880.078369
	Iteration 16Q: 3 clusters Score -9748249 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 127141 members 
Entering Unmasked Estep 
Score: -9750086.000000 Penalty: 3880.078369
	Iteration 17Q: 3 clusters Score -9750086 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 130286 members 
Entering Unmasked Estep 
Score: -9751620.000000 Penalty: 3880.078369
	Iteration 18Q: 3 clusters Score -9751620 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 133280 members 
Entering Unmasked Estep 
Score: -9753118.000000 Penalty: 3880.078369
	Iteration 19Q: 3 clusters Score -9753118 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 136256 members 
Entering Unmasked Estep 
Score: -9754683.000000 Penalty: 3880.078369
	Iteration 20F: 3 clusters Score -9754683 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 139032 members 
Entering Unmasked Estep 
Score: -9756284.000000 Penalty: 3880.078369
	Iteration 21Q: 3 clusters Score -9756284 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 141571 members 
Entering Unmasked Estep 
Score: -9757794.000000 Penalty: 3880.078369
	Iteration 22Q: 3 clusters Score -9757794 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 143773 members 
Entering Unmasked Estep 
Score: -9759069.000000 Penalty: 3880.078369
	Iteration 23Q: 3 clusters Score -9759069 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 145620 members 
Entering Unmasked Estep 
Score: -9760209.000000 Penalty: 3880.078369
	Iteration 24Q: 3 clusters Score -9760209 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 147172 members 
Entering Unmasked Estep 
Score: -9761190.000000 Penalty: 3880.078369
	Iteration 25Q: 3 clusters Score -9761190 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 148438 members 
Entering Unmasked Estep 
Score: -9761910.000000 Penalty: 3880.078369
	Iteration 26Q: 3 clusters Score -9761910 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 149385 members 
Entering Unmasked Estep 
Score: -9762414.000000 Penalty: 3880.078369
	Iteration 27Q: 3 clusters Score -9762414 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 150111 members 
Entering Unmasked Estep 
Score: -9762868.000000 Penalty: 3880.078369
	Iteration 28Q: 3 clusters Score -9762868 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 150703 members 
Entering Unmasked Estep 
Score: -9763203.000000 Penalty: 3880.078369
	Iteration 29Q: 3 clusters Score -9763203 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 151145 members 
Entering Unmasked Estep 
Score: -9763442.000000 Penalty: 3880.078369
	Iteration 30Q: 3 clusters Score -9763442 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 151468 members 
Entering Unmasked Estep 
Score: -9763630.000000 Penalty: 3880.078369
	Iteration 31Q: 3 clusters Score -9763630 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 151698 members 
Entering Unmasked Estep 
Score: -9763729.000000 Penalty: 3880.078369
	Iteration 32Q: 3 clusters Score -9763729 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 151850 members 
Entering Unmasked Estep 
Score: -9763797.000000 Penalty: 3880.078369
	Iteration 33Q: 3 clusters Score -9763797 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 151973 members 
Entering Unmasked Estep 
Score: -9763879.000000 Penalty: 3880.078369
	Iteration 34Q: 3 clusters Score -9763879 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 152063 members 
Entering Unmasked Estep 
Score: -9763915.000000 Penalty: 3880.078369
	Iteration 35Q: 3 clusters Score -9763915 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 152119 members 
Entering Unmasked Estep 
Score: -9763940.000000 Penalty: 3880.078369
	Iteration 36Q: 3 clusters Score -9763940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 152170 members 
Entering Unmasked Estep 
Score: -9763983.000000 Penalty: 3880.078369
	Iteration 37Q: 3 clusters Score -9763983 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 152220 members 
Entering Unmasked Estep 
Score: -9764017.000000 Penalty: 3880.078369
	Iteration 38Q: 3 clusters Score -9764017 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 152265 members 
Entering Unmasked Estep 
Score: -9764039.000000 Penalty: 3880.078369
	Iteration 39Q: 3 clusters Score -9764039 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 152296 members 
Entering Unmasked Estep 
Score: -9764052.000000 Penalty: 3880.078369
	Iteration 40F: 3 clusters Score -9764052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 152318 members 
Entering Unmasked Estep 
Score: -9764066.000000 Penalty: 3880.078369
	Iteration 41Q: 3 clusters Score -9764066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 152341 members 
Entering Unmasked Estep 
Score: -9764069.000000 Penalty: 3880.078369
	Iteration 42Q: 3 clusters Score -9764069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 152361 members 
Entering Unmasked Estep 
Score: -9764064.000000 Penalty: 3880.078369
	Iteration 43Q: 3 clusters Score -9764064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 152374 members 
Entering Unmasked Estep 
Score: -9764078.000000 Penalty: 3880.078369
	Iteration 44Q: 3 clusters Score -9764078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 152381 members 
Entering Unmasked Estep 
Score: -9764082.000000 Penalty: 3880.078369
	Iteration 45Q: 3 clusters Score -9764082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 152386 members 
Entering Unmasked Estep 
Score: -9764083.000000 Penalty: 3880.078369
	Iteration 46Q: 3 clusters Score -9764083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 152393 members 
Entering Unmasked Estep 
Score: -9764079.000000 Penalty: 3880.078369
	Iteration 47Q: 3 clusters Score -9764079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 152394 members 
Entering Unmasked Estep 
Score: -9764092.000000 Penalty: 3880.078369
	Iteration 48Q: 3 clusters Score -9764092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 152396 members 
Entering Unmasked Estep 
Score: -9764090.000000 Penalty: 3880.078369
	Iteration 49Q: 3 clusters Score -9764090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 152399 members 
Entering Unmasked Estep 
Score: -9764086.000000 Penalty: 3880.078369
	Iteration 50Q: 3 clusters Score -9764086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 152400 members 
Entering Unmasked Estep 
Score: -9764086.000000 Penalty: 3880.078369
	Iteration 51Q: 3 clusters Score -9764086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 152402 members 
Entering Unmasked Estep 
Score: -9764085.000000 Penalty: 3880.078369
	Iteration 52Q: 3 clusters Score -9764085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 152403 members 
Entering Unmasked Estep 
Score: -9764085.000000 Penalty: 3880.078369
	Iteration 53Q: 3 clusters Score -9764085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 152404 members 
Entering Unmasked Estep 
Score: -9764082.000000 Penalty: 3880.078369
	Iteration 54Q: 3 clusters Score -9764082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 152404 members 
Entering Unmasked Estep 
Score: -9764082.000000 Penalty: 3880.078369
	Iteration 55F: 3 clusters Score -9764082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Entering Unmasked Estep 
Score: -212521.640625 Penalty: 1316.424072
	Iteration 0F: 2 clusters Score -212521.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -209619.375000 Penalty: 2632.848145
	Iteration 0F: 3 clusters Score -209619.4 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -210288.562500 Penalty: 2632.848145
	Iteration 1F: 3 clusters Score -210288.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -210395.093750 Penalty: 2632.848145
	Iteration 2F: 3 clusters Score -210395.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -210474.921875 Penalty: 2632.848145
	Iteration 3Q: 3 clusters Score -210474.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -210535.390625 Penalty: 2632.848145
	Iteration 4Q: 3 clusters Score -210535.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -210585.203125 Penalty: 2632.848145
	Iteration 5Q: 3 clusters Score -210585.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -210626.109375 Penalty: 2632.848145
	Iteration 6Q: 3 clusters Score -210626.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -210660.281250 Penalty: 2632.848145
	Iteration 7Q: 3 clusters Score -210660.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -210709.578125 Penalty: 2632.848145
	Iteration 8Q: 3 clusters Score -210709.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -210767.500000 Penalty: 2632.848145
	Iteration 9Q: 3 clusters Score -210767.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -210822.734375 Penalty: 2632.848145
	Iteration 10Q: 3 clusters Score -210822.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -210886.250000 Penalty: 2632.848145
	Iteration 11Q: 3 clusters Score -210886.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -210963.015625 Penalty: 2632.848145
	Iteration 12Q: 3 clusters Score -210963 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -211059.781250 Penalty: 2632.848145
	Iteration 13Q: 3 clusters Score -211059.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -211163.843750 Penalty: 2632.848145
	Iteration 14Q: 3 clusters Score -211163.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -211244.437500 Penalty: 2632.848145
	Iteration 15Q: 3 clusters Score -211244.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -211287.000000 Penalty: 2632.848145
	Iteration 16Q: 3 clusters Score -211287 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -211318.968750 Penalty: 2632.848145
	Iteration 17Q: 3 clusters Score -211319 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -211355.937500 Penalty: 2632.848145
	Iteration 18Q: 3 clusters Score -211355.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -211387.734375 Penalty: 2632.848145
	Iteration 19Q: 3 clusters Score -211387.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -211407.984375 Penalty: 2632.848145
	Iteration 20F: 3 clusters Score -211408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -211423.093750 Penalty: 2632.848145
	Iteration 21Q: 3 clusters Score -211423.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -211433.921875 Penalty: 2632.848145
	Iteration 22Q: 3 clusters Score -211433.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -211440.093750 Penalty: 2632.848145
	Iteration 23Q: 3 clusters Score -211440.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -211443.265625 Penalty: 2632.848145
	Iteration 24Q: 3 clusters Score -211443.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -211445.984375 Penalty: 2632.848145
	Iteration 25Q: 3 clusters Score -211446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -211448.625000 Penalty: 2632.848145
	Iteration 26Q: 3 clusters Score -211448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -211450.968750 Penalty: 2632.848145
	Iteration 27Q: 3 clusters Score -211451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -211453.468750 Penalty: 2632.848145
	Iteration 28Q: 3 clusters Score -211453.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -211453.468750 Penalty: 2632.848145
	Iteration 29F: 3 clusters Score -211453.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Entering Unmasked Estep 
Score: -350911.937500 Penalty: 1417.657227
	Iteration 0F: 2 clusters Score -350911.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -346270.187500 Penalty: 2835.314453
	Iteration 0F: 3 clusters Score -346270.2 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -348040.312500 Penalty: 2835.314453
	Iteration 1F: 3 clusters Score -348040.3 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -348639.500000 Penalty: 2835.314453
	Iteration 2F: 3 clusters Score -348639.5 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -349325.906250 Penalty: 2835.314453
	Iteration 3F: 3 clusters Score -349325.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -350022.687500 Penalty: 2835.314453
	Iteration 4F: 3 clusters Score -350022.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -350427.312500 Penalty: 2835.314453
	Iteration 5F: 3 clusters Score -350427.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -350592.812500 Penalty: 2835.314453
	Iteration 6Q: 3 clusters Score -350592.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -350644.187500 Penalty: 2835.314453
	Iteration 7Q: 3 clusters Score -350644.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -350667.250000 Penalty: 2835.314453
	Iteration 8Q: 3 clusters Score -350667.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -350675.156250 Penalty: 2835.314453
	Iteration 9Q: 3 clusters Score -350675.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -350680.781250 Penalty: 2835.314453
	Iteration 10Q: 3 clusters Score -350680.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -350682.500000 Penalty: 2835.314453
	Iteration 11Q: 3 clusters Score -350682.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -350683.437500 Penalty: 2835.314453
	Iteration 12Q: 3 clusters Score -350683.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -350684.593750 Penalty: 2835.314453
	Iteration 13Q: 3 clusters Score -350684.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -350685.156250 Penalty: 2835.314453
	Iteration 14Q: 3 clusters Score -350685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -350685.218750 Penalty: 2835.314453
	Iteration 15Q: 3 clusters Score -350685.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -350686.000000 Penalty: 2835.314453
	Iteration 16Q: 3 clusters Score -350686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -350686.000000 Penalty: 2835.314453
	Iteration 17F: 3 clusters Score -350686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Entering Unmasked Estep 
Score: -1405586.875000 Penalty: 1623.357910
	Iteration 0F: 2 clusters Score -1405587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1390803.750000 Penalty: 3246.715820
	Iteration 0F: 3 clusters Score -1390804 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1396092.750000 Penalty: 3246.715820
	Iteration 1F: 3 clusters Score -1396093 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1396381.625000 Penalty: 3246.715820
	Iteration 2Q: 3 clusters Score -1396382 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1396676.750000 Penalty: 3246.715820
	Iteration 3Q: 3 clusters Score -1396677 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1397000.125000 Penalty: 3246.715820
	Iteration 4Q: 3 clusters Score -1397000 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1397319.000000 Penalty: 3246.715820
	Iteration 5Q: 3 clusters Score -1397319 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1397692.875000 Penalty: 3246.715820
	Iteration 6Q: 3 clusters Score -1397693 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1398247.500000 Penalty: 3246.715820
	Iteration 7Q: 3 clusters Score -1398248 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1398954.625000 Penalty: 3246.715820
	Iteration 8F: 3 clusters Score -1398955 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1399799.000000 Penalty: 3246.715820
	Iteration 9F: 3 clusters Score -1399799 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1400697.750000 Penalty: 3246.715820
	Iteration 10F: 3 clusters Score -1400698 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1401438.500000 Penalty: 3246.715820
	Iteration 11F: 3 clusters Score -1401438 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1401900.125000 Penalty: 3246.715820
	Iteration 12Q: 3 clusters Score -1401900 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1402150.625000 Penalty: 3246.715820
	Iteration 13Q: 3 clusters Score -1402151 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1402355.250000 Penalty: 3246.715820
	Iteration 14Q: 3 clusters Score -1402355 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1402571.250000 Penalty: 3246.715820
	Iteration 15Q: 3 clusters Score -1402571 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -1402791.375000 Penalty: 3246.715820
	Iteration 16Q: 3 clusters Score -1402791 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1402986.750000 Penalty: 3246.715820
	Iteration 17Q: 3 clusters Score -1402987 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1403144.125000 Penalty: 3246.715820
	Iteration 18Q: 3 clusters Score -1403144 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1403269.875000 Penalty: 3246.715820
	Iteration 19Q: 3 clusters Score -1403270 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1403368.750000 Penalty: 3246.715820
	Iteration 20F: 3 clusters Score -1403369 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -1403457.375000 Penalty: 3246.715820
	Iteration 21Q: 3 clusters Score -1403457 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -1403546.375000 Penalty: 3246.715820
	Iteration 22Q: 3 clusters Score -1403546 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -1403625.125000 Penalty: 3246.715820
	Iteration 23Q: 3 clusters Score -1403625 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -1403690.500000 Penalty: 3246.715820
	Iteration 24Q: 3 clusters Score -1403690 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -1403746.250000 Penalty: 3246.715820
	Iteration 25Q: 3 clusters Score -1403746 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -1403787.500000 Penalty: 3246.715820
	Iteration 26Q: 3 clusters Score -1403788 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -1403829.500000 Penalty: 3246.715820
	Iteration 27Q: 3 clusters Score -1403830 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -1403863.500000 Penalty: 3246.715820
	Iteration 28Q: 3 clusters Score -1403864 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -1403882.125000 Penalty: 3246.715820
	Iteration 29Q: 3 clusters Score -1403882 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -1403909.750000 Penalty: 3246.715820
	Iteration 30Q: 3 clusters Score -1403910 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -1403934.750000 Penalty: 3246.715820
	Iteration 31Q: 3 clusters Score -1403935 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -1403954.125000 Penalty: 3246.715820
	Iteration 32Q: 3 clusters Score -1403954 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -1403992.125000 Penalty: 3246.715820
	Iteration 33Q: 3 clusters Score -1403992 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -1404020.625000 Penalty: 3246.715820
	Iteration 34Q: 3 clusters Score -1404021 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -1404046.750000 Penalty: 3246.715820
	Iteration 35Q: 3 clusters Score -1404047 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -1404066.500000 Penalty: 3246.715820
	Iteration 36Q: 3 clusters Score -1404066 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -1404080.000000 Penalty: 3246.715820
	Iteration 37Q: 3 clusters Score -1404080 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -1404099.250000 Penalty: 3246.715820
	Iteration 38Q: 3 clusters Score -1404099 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -1404115.000000 Penalty: 3246.715820
	Iteration 39Q: 3 clusters Score -1404115 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -1404130.000000 Penalty: 3246.715820
	Iteration 40F: 3 clusters Score -1404130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -1404148.000000 Penalty: 3246.715820
	Iteration 41Q: 3 clusters Score -1404148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -1404152.625000 Penalty: 3246.715820
	Iteration 42Q: 3 clusters Score -1404153 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -1404164.500000 Penalty: 3246.715820
	Iteration 43Q: 3 clusters Score -1404164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -1404177.875000 Penalty: 3246.715820
	Iteration 44Q: 3 clusters Score -1404178 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -1404195.625000 Penalty: 3246.715820
	Iteration 45Q: 3 clusters Score -1404196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -1404212.125000 Penalty: 3246.715820
	Iteration 46Q: 3 clusters Score -1404212 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -1404230.375000 Penalty: 3246.715820
	Iteration 47Q: 3 clusters Score -1404230 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -1404247.625000 Penalty: 3246.715820
	Iteration 48Q: 3 clusters Score -1404248 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -1404260.000000 Penalty: 3246.715820
	Iteration 49Q: 3 clusters Score -1404260 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -1404279.375000 Penalty: 3246.715820
	Iteration 50Q: 3 clusters Score -1404279 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -1404292.500000 Penalty: 3246.715820
	Iteration 51Q: 3 clusters Score -1404292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -1404303.250000 Penalty: 3246.715820
	Iteration 52Q: 3 clusters Score -1404303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -1404308.375000 Penalty: 3246.715820
	Iteration 53Q: 3 clusters Score -1404308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -1404316.000000 Penalty: 3246.715820
	Iteration 54Q: 3 clusters Score -1404316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -1404321.750000 Penalty: 3246.715820
	Iteration 55Q: 3 clusters Score -1404322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -1404324.625000 Penalty: 3246.715820
	Iteration 56Q: 3 clusters Score -1404325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -1404330.625000 Penalty: 3246.715820
	Iteration 57Q: 3 clusters Score -1404331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -1404338.375000 Penalty: 3246.715820
	Iteration 58Q: 3 clusters Score -1404338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -1404342.250000 Penalty: 3246.715820
	Iteration 59Q: 3 clusters Score -1404342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -1404344.125000 Penalty: 3246.715820
	Iteration 60F: 3 clusters Score -1404344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -1404346.500000 Penalty: 3246.715820
	Iteration 61Q: 3 clusters Score -1404346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -1404353.500000 Penalty: 3246.715820
	Iteration 62Q: 3 clusters Score -1404354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -1404354.125000 Penalty: 3246.715820
	Iteration 63Q: 3 clusters Score -1404354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -1404355.125000 Penalty: 3246.715820
	Iteration 64Q: 3 clusters Score -1404355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -1404355.000000 Penalty: 3246.715820
	Iteration 65Q: 3 clusters Score -1404355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -1404354.250000 Penalty: 3246.715820
	Iteration 66Q: 3 clusters Score -1404354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -1404354.250000 Penalty: 3246.715820
	Iteration 67F: 3 clusters Score -1404354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (246355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246355 members 
Entering Unmasked Estep 
Score: -15422841.000000 Penalty: 2017.360962
	Iteration 0F: 2 clusters Score -1.542284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123367 members 
Mstep: Class 2 contains 122988 members 
Entering Unmasked Estep 
Score: -15256841.000000 Penalty: 4034.721924
	Iteration 0F: 3 clusters Score -1.525684e+07 nChanged 119956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128947 members 
Mstep: Class 2 contains 117408 members 
Entering Unmasked Estep 
Score: -15328066.000000 Penalty: 4034.721924
	Iteration 1F: 3 clusters Score -1.532807e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131825 members 
Mstep: Class 2 contains 114530 members 
Entering Unmasked Estep 
Score: -15329422.000000 Penalty: 4034.721924
	Iteration 2Q: 3 clusters Score -1.532942e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136543 members 
Mstep: Class 2 contains 109812 members 
Entering Unmasked Estep 
Score: -15331107.000000 Penalty: 4034.721924
	Iteration 3Q: 3 clusters Score -1.533111e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143870 members 
Mstep: Class 2 contains 102485 members 
Entering Unmasked Estep 
Score: -15334133.000000 Penalty: 4034.721924
	Iteration 4Q: 3 clusters Score -1.533413e+07 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154930 members 
Mstep: Class 2 contains 91425 members 
Entering Unmasked Estep 
Score: -15339627.000000 Penalty: 4034.721924
	Iteration 5Q: 3 clusters Score -1.533963e+07 nChanged 16203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170975 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -15350204.000000 Penalty: 4034.721924
	Iteration 6F: 3 clusters Score -1.53502e+07 nChanged 20859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191816 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -15367830.000000 Penalty: 4034.721924
	Iteration 7F: 3 clusters Score -1.536783e+07 nChanged 22555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214371 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -15389610.000000 Penalty: 4034.721924
	Iteration 8F: 3 clusters Score -1.538961e+07 nChanged 17875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232246 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -15407588.000000 Penalty: 4034.721924
	Iteration 9F: 3 clusters Score -1.540759e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241619 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -15416694.000000 Penalty: 4034.721924
	Iteration 10Q: 3 clusters Score -1.541669e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244986 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -15419786.000000 Penalty: 4034.721924
	Iteration 11Q: 3 clusters Score -1.541979e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245849 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -15420629.000000 Penalty: 4034.721924
	Iteration 12Q: 3 clusters Score -1.542063e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246070 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -15420867.000000 Penalty: 4034.721924
	Iteration 13Q: 3 clusters Score -1.542087e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246138 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15420955.000000 Penalty: 4034.721924
	Iteration 14Q: 3 clusters Score -1.542096e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246154 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15420989.000000 Penalty: 4034.721924
	Iteration 15Q: 3 clusters Score -1.542099e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246167 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15421028.000000 Penalty: 4034.721924
	Iteration 16Q: 3 clusters Score -1.542103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246178 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15421065.000000 Penalty: 4034.721924
	Iteration 17Q: 3 clusters Score -1.542106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246178 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15421073.000000 Penalty: 4034.721924
	Iteration 18Q: 3 clusters Score -1.542107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246178 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15421076.000000 Penalty: 4034.721924
	Iteration 19Q: 3 clusters Score -1.542108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246180 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15421077.000000 Penalty: 4034.721924
	Iteration 20F: 3 clusters Score -1.542108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246184 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15421090.000000 Penalty: 4034.721924
	Iteration 21Q: 3 clusters Score -1.542109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246185 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15421088.000000 Penalty: 4034.721924
	Iteration 22Q: 3 clusters Score -1.542109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246185 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15421088.000000 Penalty: 4034.721924
	Iteration 23F: 3 clusters Score -1.542109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Entering Unmasked Estep 
Score: -1301061.875000 Penalty: 1619.305908
	Iteration 0F: 2 clusters Score -1301062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1286604.000000 Penalty: 3238.611816
	Iteration 0F: 3 clusters Score -1286604 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1292039.125000 Penalty: 3238.611816
	Iteration 1F: 3 clusters Score -1292039 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1292748.000000 Penalty: 3238.611816
	Iteration 2F: 3 clusters Score -1292748 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1293656.000000 Penalty: 3238.611816
	Iteration 3F: 3 clusters Score -1293656 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1294770.500000 Penalty: 3238.611816
	Iteration 4F: 3 clusters Score -1294770 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1296139.000000 Penalty: 3238.611816
	Iteration 5F: 3 clusters Score -1296139 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1297422.875000 Penalty: 3238.611816
	Iteration 6F: 3 clusters Score -1297423 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1298367.375000 Penalty: 3238.611816
	Iteration 7F: 3 clusters Score -1298367 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1298972.375000 Penalty: 3238.611816
	Iteration 8Q: 3 clusters Score -1298972 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1299367.000000 Penalty: 3238.611816
	Iteration 9Q: 3 clusters Score -1299367 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1299615.750000 Penalty: 3238.611816
	Iteration 10Q: 3 clusters Score -1299616 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1299757.125000 Penalty: 3238.611816
	Iteration 11Q: 3 clusters Score -1299757 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1299845.000000 Penalty: 3238.611816
	Iteration 12Q: 3 clusters Score -1299845 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1299909.125000 Penalty: 3238.611816
	Iteration 13Q: 3 clusters Score -1299909 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1299953.625000 Penalty: 3238.611816
	Iteration 14Q: 3 clusters Score -1299954 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1299991.250000 Penalty: 3238.611816
	Iteration 15Q: 3 clusters Score -1299991 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1300014.625000 Penalty: 3238.611816
	Iteration 16Q: 3 clusters Score -1300015 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1300046.125000 Penalty: 3238.611816
	Iteration 17Q: 3 clusters Score -1300046 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1300060.125000 Penalty: 3238.611816
	Iteration 18Q: 3 clusters Score -1300060 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1300076.875000 Penalty: 3238.611816
	Iteration 19Q: 3 clusters Score -1300077 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1300092.125000 Penalty: 3238.611816
	Iteration 20F: 3 clusters Score -1300092 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1300099.250000 Penalty: 3238.611816
	Iteration 21Q: 3 clusters Score -1300099 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1300114.250000 Penalty: 3238.611816
	Iteration 22Q: 3 clusters Score -1300114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1300121.375000 Penalty: 3238.611816
	Iteration 23Q: 3 clusters Score -1300121 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1300126.625000 Penalty: 3238.611816
	Iteration 24Q: 3 clusters Score -1300127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1300131.500000 Penalty: 3238.611816
	Iteration 25Q: 3 clusters Score -1300132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1300137.625000 Penalty: 3238.611816
	Iteration 26Q: 3 clusters Score -1300138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1300140.125000 Penalty: 3238.611816
	Iteration 27Q: 3 clusters Score -1300140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1300145.500000 Penalty: 3238.611816
	Iteration 28Q: 3 clusters Score -1300146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1300146.750000 Penalty: 3238.611816
	Iteration 29Q: 3 clusters Score -1300147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1300150.625000 Penalty: 3238.611816
	Iteration 30Q: 3 clusters Score -1300151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1300151.000000 Penalty: 3238.611816
	Iteration 31Q: 3 clusters Score -1300151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1300148.000000 Penalty: 3238.611816
	Iteration 32Q: 3 clusters Score -1300148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1300151.000000 Penalty: 3238.611816
	Iteration 33Q: 3 clusters Score -1300151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1300150.750000 Penalty: 3238.611816
	Iteration 34Q: 3 clusters Score -1300151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1300151.375000 Penalty: 3238.611816
	Iteration 35Q: 3 clusters Score -1300151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1300159.375000 Penalty: 3238.611816
	Iteration 36Q: 3 clusters Score -1300159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1300160.250000 Penalty: 3238.611816
	Iteration 37Q: 3 clusters Score -1300160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1300164.500000 Penalty: 3238.611816
	Iteration 38Q: 3 clusters Score -1300164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1300168.500000 Penalty: 3238.611816
	Iteration 39Q: 3 clusters Score -1300168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1300168.750000 Penalty: 3238.611816
	Iteration 40F: 3 clusters Score -1300169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1300169.375000 Penalty: 3238.611816
	Iteration 41Q: 3 clusters Score -1300169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1300170.625000 Penalty: 3238.611816
	Iteration 42Q: 3 clusters Score -1300171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1300171.125000 Penalty: 3238.611816
	Iteration 43Q: 3 clusters Score -1300171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1300168.000000 Penalty: 3238.611816
	Iteration 44Q: 3 clusters Score -1300168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1300171.625000 Penalty: 3238.611816
	Iteration 45Q: 3 clusters Score -1300172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1300174.750000 Penalty: 3238.611816
	Iteration 46Q: 3 clusters Score -1300175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1300168.875000 Penalty: 3238.611816
	Iteration 47Q: 3 clusters Score -1300169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1300169.750000 Penalty: 3238.611816
	Iteration 48Q: 3 clusters Score -1300170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1300170.500000 Penalty: 3238.611816
	Iteration 49Q: 3 clusters Score -1300170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1300169.750000 Penalty: 3238.611816
	Iteration 50Q: 3 clusters Score -1300170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1300173.375000 Penalty: 3238.611816
	Iteration 51Q: 3 clusters Score -1300173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1300172.125000 Penalty: 3238.611816
	Iteration 52Q: 3 clusters Score -1300172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1300174.625000 Penalty: 3238.611816
	Iteration 53Q: 3 clusters Score -1300175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1300179.000000 Penalty: 3238.611816
	Iteration 54Q: 3 clusters Score -1300179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1300178.375000 Penalty: 3238.611816
	Iteration 55Q: 3 clusters Score -1300178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1300180.875000 Penalty: 3238.611816
	Iteration 56Q: 3 clusters Score -1300181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1300177.875000 Penalty: 3238.611816
	Iteration 57Q: 3 clusters Score -1300178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1300180.750000 Penalty: 3238.611816
	Iteration 58Q: 3 clusters Score -1300181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1300182.500000 Penalty: 3238.611816
	Iteration 59Q: 3 clusters Score -1300182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1300182.125000 Penalty: 3238.611816
	Iteration 60F: 3 clusters Score -1300182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1300180.750000 Penalty: 3238.611816
	Iteration 61Q: 3 clusters Score -1300181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1300180.500000 Penalty: 3238.611816
	Iteration 62Q: 3 clusters Score -1300180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1300181.875000 Penalty: 3238.611816
	Iteration 63Q: 3 clusters Score -1300182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1300182.500000 Penalty: 3238.611816
	Iteration 64Q: 3 clusters Score -1300182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1300183.375000 Penalty: 3238.611816
	Iteration 65Q: 3 clusters Score -1300183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1300182.625000 Penalty: 3238.611816
	Iteration 66Q: 3 clusters Score -1300183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1300178.875000 Penalty: 3238.611816
	Iteration 67Q: 3 clusters Score -1300179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1300181.750000 Penalty: 3238.611816
	Iteration 68Q: 3 clusters Score -1300182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1300181.750000 Penalty: 3238.611816
	Iteration 69F: 3 clusters Score -1300182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (66402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66402 members 
Entering Unmasked Estep 
Score: -4155933.750000 Penalty: 1804.315918
	Iteration 0F: 2 clusters Score -4155934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -4111683.000000 Penalty: 3608.631836
	Iteration 0F: 3 clusters Score -4111683 nChanged 31333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -4129868.500000 Penalty: 3608.631836
	Iteration 1F: 3 clusters Score -4129868 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -4130602.000000 Penalty: 3608.631836
	Iteration 2Q: 3 clusters Score -4130602 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -4131471.500000 Penalty: 3608.631836
	Iteration 3Q: 3 clusters Score -4131472 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -4132541.250000 Penalty: 3608.631836
	Iteration 4Q: 3 clusters Score -4132541 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -4133976.000000 Penalty: 3608.631836
	Iteration 5Q: 3 clusters Score -4133976 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -4135827.500000 Penalty: 3608.631836
	Iteration 6Q: 3 clusters Score -4135828 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -4138113.500000 Penalty: 3608.631836
	Iteration 7F: 3 clusters Score -4138114 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -4140670.750000 Penalty: 3608.631836
	Iteration 8F: 3 clusters Score -4140671 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -4142779.500000 Penalty: 3608.631836
	Iteration 9F: 3 clusters Score -4142780 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -4144136.250000 Penalty: 3608.631836
	Iteration 10Q: 3 clusters Score -4144136 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -4144917.750000 Penalty: 3608.631836
	Iteration 11Q: 3 clusters Score -4144918 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -4145409.250000 Penalty: 3608.631836
	Iteration 12Q: 3 clusters Score -4145409 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -4145811.250000 Penalty: 3608.631836
	Iteration 13Q: 3 clusters Score -4145811 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -4146255.000000 Penalty: 3608.631836
	Iteration 14Q: 3 clusters Score -4146255 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -4146739.500000 Penalty: 3608.631836
	Iteration 15Q: 3 clusters Score -4146740 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -4147273.750000 Penalty: 3608.631836
	Iteration 16Q: 3 clusters Score -4147274 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -4147834.000000 Penalty: 3608.631836
	Iteration 17Q: 3 clusters Score -4147834 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 56780 members 
Entering Unmasked Estep 
Score: -4148454.750000 Penalty: 3608.631836
	Iteration 18Q: 3 clusters Score -4148455 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 58191 members 
Entering Unmasked Estep 
Score: -4149159.250000 Penalty: 3608.631836
	Iteration 19Q: 3 clusters Score -4149159 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 59639 members 
Entering Unmasked Estep 
Score: -4149980.000000 Penalty: 3608.631836
	Iteration 20F: 3 clusters Score -4149980 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 60963 members 
Entering Unmasked Estep 
Score: -4150802.000000 Penalty: 3608.631836
	Iteration 21Q: 3 clusters Score -4150802 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 62221 members 
Entering Unmasked Estep 
Score: -4151589.500000 Penalty: 3608.631836
	Iteration 22Q: 3 clusters Score -4151590 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 63301 members 
Entering Unmasked Estep 
Score: -4152351.500000 Penalty: 3608.631836
	Iteration 23Q: 3 clusters Score -4152352 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -4152932.500000 Penalty: 3608.631836
	Iteration 24Q: 3 clusters Score -4152932 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 64803 members 
Entering Unmasked Estep 
Score: -4153363.500000 Penalty: 3608.631836
	Iteration 25Q: 3 clusters Score -4153364 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 65269 members 
Entering Unmasked Estep 
Score: -4153686.000000 Penalty: 3608.631836
	Iteration 26Q: 3 clusters Score -4153686 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -4153902.750000 Penalty: 3608.631836
	Iteration 27Q: 3 clusters Score -4153903 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 65767 members 
Entering Unmasked Estep 
Score: -4154030.750000 Penalty: 3608.631836
	Iteration 28Q: 3 clusters Score -4154031 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 65893 members 
Entering Unmasked Estep 
Score: -4154135.250000 Penalty: 3608.631836
	Iteration 29Q: 3 clusters Score -4154135 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 65968 members 
Entering Unmasked Estep 
Score: -4154210.750000 Penalty: 3608.631836
	Iteration 30Q: 3 clusters Score -4154211 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -4154261.750000 Penalty: 3608.631836
	Iteration 31Q: 3 clusters Score -4154262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -4154304.250000 Penalty: 3608.631836
	Iteration 32Q: 3 clusters Score -4154304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 66100 members 
Entering Unmasked Estep 
Score: -4154350.750000 Penalty: 3608.631836
	Iteration 33Q: 3 clusters Score -4154351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
Score: -4154387.500000 Penalty: 3608.631836
	Iteration 34Q: 3 clusters Score -4154388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 66135 members 
Entering Unmasked Estep 
Score: -4154410.000000 Penalty: 3608.631836
	Iteration 35Q: 3 clusters Score -4154410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -4154430.250000 Penalty: 3608.631836
	Iteration 36Q: 3 clusters Score -4154430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -4154434.500000 Penalty: 3608.631836
	Iteration 37Q: 3 clusters Score -4154434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 66155 members 
Entering Unmasked Estep 
Score: -4154435.250000 Penalty: 3608.631836
	Iteration 38Q: 3 clusters Score -4154435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -4154436.250000 Penalty: 3608.631836
	Iteration 39Q: 3 clusters Score -4154436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -4154442.250000 Penalty: 3608.631836
	Iteration 40F: 3 clusters Score -4154442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -4154446.750000 Penalty: 3608.631836
	Iteration 41Q: 3 clusters Score -4154447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 66155 members 
Entering Unmasked Estep 
Score: -4154445.750000 Penalty: 3608.631836
	Iteration 42Q: 3 clusters Score -4154446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 66157 members 
Entering Unmasked Estep 
Score: -4154453.000000 Penalty: 3608.631836
	Iteration 43Q: 3 clusters Score -4154453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 66157 members 
Entering Unmasked Estep 
Score: -4154458.000000 Penalty: 3608.631836
	Iteration 44Q: 3 clusters Score -4154458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
Score: -4154465.500000 Penalty: 3608.631836
	Iteration 45Q: 3 clusters Score -4154466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -4154472.750000 Penalty: 3608.631836
	Iteration 46Q: 3 clusters Score -4154473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -4154473.500000 Penalty: 3608.631836
	Iteration 47Q: 3 clusters Score -4154474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -4154473.500000 Penalty: 3608.631836
	Iteration 48F: 3 clusters Score -4154474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Entering Unmasked Estep 
Score: -1403857.125000 Penalty: 1625.232422
	Iteration 0F: 2 clusters Score -1403857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1388959.875000 Penalty: 3250.464844
	Iteration 0F: 3 clusters Score -1388960 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1394637.625000 Penalty: 3250.464844
	Iteration 1F: 3 clusters Score -1394638 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1395235.750000 Penalty: 3250.464844
	Iteration 2F: 3 clusters Score -1395236 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1395977.250000 Penalty: 3250.464844
	Iteration 3F: 3 clusters Score -1395977 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1396944.750000 Penalty: 3250.464844
	Iteration 4F: 3 clusters Score -1396945 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1398303.375000 Penalty: 3250.464844
	Iteration 5F: 3 clusters Score -1398303 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -1400060.875000 Penalty: 3250.464844
	Iteration 6F: 3 clusters Score -1400061 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1401666.500000 Penalty: 3250.464844
	Iteration 7F: 3 clusters Score -1401666 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -1402676.375000 Penalty: 3250.464844
	Iteration 8F: 3 clusters Score -1402676 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -1403235.375000 Penalty: 3250.464844
	Iteration 9Q: 3 clusters Score -1403235 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -1403494.750000 Penalty: 3250.464844
	Iteration 10Q: 3 clusters Score -1403495 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -1403638.750000 Penalty: 3250.464844
	Iteration 11Q: 3 clusters Score -1403639 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -1403726.000000 Penalty: 3250.464844
	Iteration 12Q: 3 clusters Score -1403726 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -1403793.750000 Penalty: 3250.464844
	Iteration 13Q: 3 clusters Score -1403794 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -1403831.625000 Penalty: 3250.464844
	Iteration 14Q: 3 clusters Score -1403832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -1403858.750000 Penalty: 3250.464844
	Iteration 15Q: 3 clusters Score -1403859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -1403874.000000 Penalty: 3250.464844
	Iteration 16Q: 3 clusters Score -1403874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -1403889.250000 Penalty: 3250.464844
	Iteration 17Q: 3 clusters Score -1403889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -1403895.000000 Penalty: 3250.464844
	Iteration 18Q: 3 clusters Score -1403895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -1403896.000000 Penalty: 3250.464844
	Iteration 19Q: 3 clusters Score -1403896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -1403899.500000 Penalty: 3250.464844
	Iteration 20F: 3 clusters Score -1403900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -1403906.250000 Penalty: 3250.464844
	Iteration 21Q: 3 clusters Score -1403906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -1403905.875000 Penalty: 3250.464844
	Iteration 22Q: 3 clusters Score -1403906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -1403906.500000 Penalty: 3250.464844
	Iteration 23Q: 3 clusters Score -1403906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -1403906.375000 Penalty: 3250.464844
	Iteration 24Q: 3 clusters Score -1403906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -1403906.375000 Penalty: 3250.464844
	Iteration 25F: 3 clusters Score -1403906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 111934 members 
Mstep: Class 2 contains 1567 members 
Mstep: Class 3 contains 4289 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 7728 members 
Mstep: Class 6 contains 153078 members 
Mstep: Class 7 contains 3298 members 
Mstep: Class 8 contains 6149 members 
Mstep: Class 9 contains 21805 members 
Mstep: Class 10 contains 21275 members 
Mstep: Class 11 contains 246355 members 
Mstep: Class 16 contains 21268 members 
Mstep: Class 18 contains 66402 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 23 contains 14001 members 
Entering Unmasked Estep 
Score: -41763672.000000 Penalty: 32744.896484
Splitting cluster 21 changes total score from -41764288.000000 to -41763672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (14001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Entering Unmasked Estep 
Score: -890283.937500 Penalty: 1551.368530
	Iteration 0F: 2 clusters Score -890283.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -880603.500000 Penalty: 3102.737061
	Iteration 0F: 3 clusters Score -880603.5 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -884253.500000 Penalty: 3102.737061
	Iteration 1F: 3 clusters Score -884253.5 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -884704.937500 Penalty: 3102.737061
	Iteration 2F: 3 clusters Score -884704.9 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -885129.750000 Penalty: 3102.737061
	Iteration 3F: 3 clusters Score -885129.8 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -885594.312500 Penalty: 3102.737061
	Iteration 4F: 3 clusters Score -885594.3 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -886227.375000 Penalty: 3102.737061
	Iteration 5F: 3 clusters Score -886227.4 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -887010.375000 Penalty: 3102.737061
	Iteration 6F: 3 clusters Score -887010.4 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -887941.875000 Penalty: 3102.737061
	Iteration 7F: 3 clusters Score -887941.9 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -888798.250000 Penalty: 3102.737061
	Iteration 8F: 3 clusters Score -888798.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -889392.875000 Penalty: 3102.737061
	Iteration 9Q: 3 clusters Score -889392.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -889766.125000 Penalty: 3102.737061
	Iteration 10Q: 3 clusters Score -889766.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -889975.250000 Penalty: 3102.737061
	Iteration 11Q: 3 clusters Score -889975.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -890067.937500 Penalty: 3102.737061
	Iteration 12Q: 3 clusters Score -890067.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -890105.437500 Penalty: 3102.737061
	Iteration 13Q: 3 clusters Score -890105.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -890124.187500 Penalty: 3102.737061
	Iteration 14Q: 3 clusters Score -890124.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -890145.875000 Penalty: 3102.737061
	Iteration 15Q: 3 clusters Score -890145.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -890164.500000 Penalty: 3102.737061
	Iteration 16Q: 3 clusters Score -890164.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -890180.937500 Penalty: 3102.737061
	Iteration 17Q: 3 clusters Score -890180.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -890197.437500 Penalty: 3102.737061
	Iteration 18Q: 3 clusters Score -890197.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -890205.125000 Penalty: 3102.737061
	Iteration 19Q: 3 clusters Score -890205.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -890217.375000 Penalty: 3102.737061
	Iteration 20F: 3 clusters Score -890217.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -890227.687500 Penalty: 3102.737061
	Iteration 21Q: 3 clusters Score -890227.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -890239.687500 Penalty: 3102.737061
	Iteration 22Q: 3 clusters Score -890239.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -890244.875000 Penalty: 3102.737061
	Iteration 23Q: 3 clusters Score -890244.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -890253.312500 Penalty: 3102.737061
	Iteration 24Q: 3 clusters Score -890253.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -890259.875000 Penalty: 3102.737061
	Iteration 25Q: 3 clusters Score -890259.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -890265.125000 Penalty: 3102.737061
	Iteration 26Q: 3 clusters Score -890265.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -890268.250000 Penalty: 3102.737061
	Iteration 27Q: 3 clusters Score -890268.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -890272.687500 Penalty: 3102.737061
	Iteration 28Q: 3 clusters Score -890272.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -890273.812500 Penalty: 3102.737061
	Iteration 29Q: 3 clusters Score -890273.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -890276.125000 Penalty: 3102.737061
	Iteration 30Q: 3 clusters Score -890276.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -890275.500000 Penalty: 3102.737061
	Iteration 31Q: 3 clusters Score -890275.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -890274.812500 Penalty: 3102.737061
	Iteration 32Q: 3 clusters Score -890274.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -890275.937500 Penalty: 3102.737061
	Iteration 33Q: 3 clusters Score -890275.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -890276.875000 Penalty: 3102.737061
	Iteration 34Q: 3 clusters Score -890276.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -890277.187500 Penalty: 3102.737061
	Iteration 35Q: 3 clusters Score -890277.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -890278.437500 Penalty: 3102.737061
	Iteration 36Q: 3 clusters Score -890278.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -890278.437500 Penalty: 3102.737061
	Iteration 37F: 3 clusters Score -890278.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 111934 members 
Mstep: Class 2 contains 1567 members 
Mstep: Class 3 contains 4289 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 7728 members 
Mstep: Class 6 contains 153078 members 
Mstep: Class 7 contains 3298 members 
Mstep: Class 8 contains 6149 members 
Mstep: Class 9 contains 21805 members 
Mstep: Class 11 contains 246355 members 
Mstep: Class 16 contains 21268 members 
Mstep: Class 18 contains 66402 members 
Mstep: Class 21 contains 22058 members 
Mstep: Class 23 contains 14001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764292.000000 Penalty: 30561.902344
Iteration 199Q: 15 clusters Score -4.176429e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 111507 members 
Mstep: Class 2 contains 1560 members 
Mstep: Class 3 contains 4265 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 7729 members 
Mstep: Class 6 contains 152999 members 
Mstep: Class 7 contains 3292 members 
Mstep: Class 8 contains 6147 members 
Mstep: Class 9 contains 21750 members 
Mstep: Class 11 contains 247037 members 
Mstep: Class 16 contains 21265 members 
Mstep: Class 18 contains 66331 members 
Mstep: Class 21 contains 22064 members 
Mstep: Class 23 contains 14002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764372.000000 Penalty: 30561.902344
Iteration 200F: 15 clusters Score -4.176437e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 111120 members 
Mstep: Class 2 contains 1553 members 
Mstep: Class 3 contains 4229 members 
Mstep: Class 4 contains 2725 members 
Mstep: Class 5 contains 7731 members 
Mstep: Class 6 contains 152919 members 
Mstep: Class 7 contains 3285 members 
Mstep: Class 8 contains 6146 members 
Mstep: Class 9 contains 21687 members 
Mstep: Class 11 contains 247699 members 
Mstep: Class 16 contains 21265 members 
Mstep: Class 18 contains 66262 members 
Mstep: Class 21 contains 22069 members 
Mstep: Class 23 contains 14001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764416.000000 Penalty: 30561.902344
Iteration 201Q: 15 clusters Score -4.176442e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 110761 members 
Mstep: Class 2 contains 1553 members 
Mstep: Class 3 contains 4213 members 
Mstep: Class 4 contains 2704 members 
Mstep: Class 5 contains 7731 members 
Mstep: Class 6 contains 152844 members 
Mstep: Class 7 contains 3280 members 
Mstep: Class 8 contains 6143 members 
Mstep: Class 9 contains 21629 members 
Mstep: Class 11 contains 248324 members 
Mstep: Class 16 contains 21274 members 
Mstep: Class 18 contains 66172 members 
Mstep: Class 21 contains 22069 members 
Mstep: Class 23 contains 13994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764376.000000 Penalty: 30561.902344
Iteration 202Q: 15 clusters Score -4.176438e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 110407 members 
Mstep: Class 2 contains 1550 members 
Mstep: Class 3 contains 4194 members 
Mstep: Class 4 contains 2676 members 
Mstep: Class 5 contains 7727 members 
Mstep: Class 6 contains 152780 members 
Mstep: Class 7 contains 3274 members 
Mstep: Class 8 contains 6140 members 
Mstep: Class 9 contains 21559 members 
Mstep: Class 11 contains 248936 members 
Mstep: Class 16 contains 21277 members 
Mstep: Class 18 contains 66113 members 
Mstep: Class 21 contains 22067 members 
Mstep: Class 23 contains 13991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764404.000000 Penalty: 30561.902344
Iteration 203Q: 15 clusters Score -4.17644e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 110065 members 
Mstep: Class 2 contains 1546 members 
Mstep: Class 3 contains 4165 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 152729 members 
Mstep: Class 7 contains 3268 members 
Mstep: Class 8 contains 6136 members 
Mstep: Class 9 contains 21486 members 
Mstep: Class 11 contains 249542 members 
Mstep: Class 16 contains 21273 members 
Mstep: Class 18 contains 66065 members 
Mstep: Class 21 contains 22060 members 
Mstep: Class 23 contains 13986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764452.000000 Penalty: 30561.902344
Iteration 204Q: 15 clusters Score -4.176445e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 109745 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 4153 members 
Mstep: Class 4 contains 2610 members 
Mstep: Class 5 contains 7723 members 
Mstep: Class 6 contains 152667 members 
Mstep: Class 7 contains 3260 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 21419 members 
Mstep: Class 11 contains 250130 members 
Mstep: Class 16 contains 21266 members 
Mstep: Class 18 contains 66017 members 
Mstep: Class 21 contains 22056 members 
Mstep: Class 23 contains 13975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764508.000000 Penalty: 30561.902344
Iteration 205Q: 15 clusters Score -4.176451e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 109382 members 
Mstep: Class 2 contains 1530 members 
Mstep: Class 3 contains 4133 members 
Mstep: Class 4 contains 2585 members 
Mstep: Class 5 contains 7725 members 
Mstep: Class 6 contains 152605 members 
Mstep: Class 7 contains 3257 members 
Mstep: Class 8 contains 6133 members 
Mstep: Class 9 contains 21370 members 
Mstep: Class 11 contains 250729 members 
Mstep: Class 16 contains 21251 members 
Mstep: Class 18 contains 65977 members 
Mstep: Class 21 contains 22048 members 
Mstep: Class 23 contains 13966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764504.000000 Penalty: 30561.902344
Iteration 206Q: 15 clusters Score -4.17645e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 109069 members 
Mstep: Class 2 contains 1519 members 
Mstep: Class 3 contains 4111 members 
Mstep: Class 4 contains 2555 members 
Mstep: Class 5 contains 7725 members 
Mstep: Class 6 contains 152529 members 
Mstep: Class 7 contains 3256 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 21315 members 
Mstep: Class 11 contains 251317 members 
Mstep: Class 16 contains 21247 members 
Mstep: Class 18 contains 65918 members 
Mstep: Class 21 contains 22038 members 
Mstep: Class 23 contains 13958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764536.000000 Penalty: 30561.902344
Iteration 207Q: 15 clusters Score -4.176454e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 108736 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 4074 members 
Mstep: Class 4 contains 2526 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 152454 members 
Mstep: Class 7 contains 3255 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 21280 members 
Mstep: Class 11 contains 251900 members 
Mstep: Class 16 contains 21238 members 
Mstep: Class 18 contains 65879 members 
Mstep: Class 21 contains 22030 members 
Mstep: Class 23 contains 13953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764488.000000 Penalty: 30561.902344
Iteration 208Q: 15 clusters Score -4.176449e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 108404 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 2494 members 
Mstep: Class 5 contains 7723 members 
Mstep: Class 6 contains 152383 members 
Mstep: Class 7 contains 3254 members 
Mstep: Class 8 contains 6133 members 
Mstep: Class 9 contains 21242 members 
Mstep: Class 11 contains 252470 members 
Mstep: Class 16 contains 21235 members 
Mstep: Class 18 contains 65836 members 
Mstep: Class 21 contains 22017 members 
Mstep: Class 23 contains 13956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764544.000000 Penalty: 30561.902344
Iteration 209Q: 15 clusters Score -4.176454e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 2460 members 
Mstep: Class 5 contains 7723 members 
Mstep: Class 6 contains 152317 members 
Mstep: Class 7 contains 3250 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 21202 members 
Mstep: Class 11 contains 253052 members 
Mstep: Class 16 contains 21230 members 
Mstep: Class 18 contains 65785 members 
Mstep: Class 21 contains 22008 members 
Mstep: Class 23 contains 13953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764500.000000 Penalty: 30561.902344
Iteration 210Q: 15 clusters Score -4.17645e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 107783 members 
Mstep: Class 2 contains 1489 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 2417 members 
Mstep: Class 5 contains 7723 members 
Mstep: Class 6 contains 152248 members 
Mstep: Class 7 contains 3244 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 21154 members 
Mstep: Class 11 contains 253598 members 
Mstep: Class 16 contains 21219 members 
Mstep: Class 18 contains 65745 members 
Mstep: Class 21 contains 22005 members 
Mstep: Class 23 contains 13949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764512.000000 Penalty: 30561.902344
Iteration 211Q: 15 clusters Score -4.176451e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 107467 members 
Mstep: Class 2 contains 1484 members 
Mstep: Class 3 contains 3966 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 7721 members 
Mstep: Class 6 contains 152167 members 
Mstep: Class 7 contains 3240 members 
Mstep: Class 8 contains 6131 members 
Mstep: Class 9 contains 21110 members 
Mstep: Class 11 contains 254175 members 
Mstep: Class 16 contains 21207 members 
Mstep: Class 18 contains 65698 members 
Mstep: Class 21 contains 21999 members 
Mstep: Class 23 contains 13944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764552.000000 Penalty: 30561.902344
Iteration 212Q: 15 clusters Score -4.176455e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 107128 members 
Mstep: Class 2 contains 1479 members 
Mstep: Class 3 contains 3959 members 
Mstep: Class 4 contains 2357 members 
Mstep: Class 5 contains 7720 members 
Mstep: Class 6 contains 152088 members 
Mstep: Class 7 contains 3234 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 21060 members 
Mstep: Class 11 contains 254725 members 
Mstep: Class 16 contains 21203 members 
Mstep: Class 18 contains 65674 members 
Mstep: Class 21 contains 21991 members 
Mstep: Class 23 contains 13943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764548.000000 Penalty: 30561.902344
Iteration 213Q: 15 clusters Score -4.176455e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 106784 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 3 contains 3952 members 
Mstep: Class 4 contains 2330 members 
Mstep: Class 5 contains 7722 members 
Mstep: Class 6 contains 151993 members 
Mstep: Class 7 contains 3230 members 
Mstep: Class 8 contains 6133 members 
Mstep: Class 9 contains 21012 members 
Mstep: Class 11 contains 255310 members 
Mstep: Class 16 contains 21191 members 
Mstep: Class 18 contains 65623 members 
Mstep: Class 21 contains 21993 members 
Mstep: Class 23 contains 13942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764592.000000 Penalty: 30561.902344
Iteration 214Q: 15 clusters Score -4.176459e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 106460 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 3 contains 3943 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 7721 members 
Mstep: Class 6 contains 151901 members 
Mstep: Class 7 contains 3226 members 
Mstep: Class 8 contains 6131 members 
Mstep: Class 9 contains 20968 members 
Mstep: Class 11 contains 255886 members 
Mstep: Class 16 contains 21186 members 
Mstep: Class 18 contains 65569 members 
Mstep: Class 21 contains 21983 members 
Mstep: Class 23 contains 13940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764704.000000 Penalty: 30561.902344
Iteration 215Q: 15 clusters Score -4.17647e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 106143 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 2284 members 
Mstep: Class 5 contains 7723 members 
Mstep: Class 6 contains 151792 members 
Mstep: Class 7 contains 3224 members 
Mstep: Class 8 contains 6131 members 
Mstep: Class 9 contains 20918 members 
Mstep: Class 11 contains 256447 members 
Mstep: Class 16 contains 21181 members 
Mstep: Class 18 contains 65526 members 
Mstep: Class 21 contains 21969 members 
Mstep: Class 23 contains 13944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764716.000000 Penalty: 30561.902344
Iteration 216Q: 15 clusters Score -4.176472e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 105840 members 
Mstep: Class 2 contains 1471 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 2270 members 
Mstep: Class 5 contains 7722 members 
Mstep: Class 6 contains 151694 members 
Mstep: Class 7 contains 3221 members 
Mstep: Class 8 contains 6131 members 
Mstep: Class 9 contains 20863 members 
Mstep: Class 11 contains 256973 members 
Mstep: Class 16 contains 21175 members 
Mstep: Class 18 contains 65509 members 
Mstep: Class 21 contains 21961 members 
Mstep: Class 23 contains 13940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764688.000000 Penalty: 30561.902344
Iteration 217Q: 15 clusters Score -4.176469e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 105533 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 3912 members 
Mstep: Class 4 contains 2253 members 
Mstep: Class 5 contains 7722 members 
Mstep: Class 6 contains 151583 members 
Mstep: Class 7 contains 3219 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 20811 members 
Mstep: Class 11 contains 257509 members 
Mstep: Class 16 contains 21169 members 
Mstep: Class 18 contains 65497 members 
Mstep: Class 21 contains 21953 members 
Mstep: Class 23 contains 13935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764676.000000 Penalty: 30561.902344
Iteration 218Q: 15 clusters Score -4.176468e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 105272 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 3910 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 151474 members 
Mstep: Class 7 contains 3216 members 
Mstep: Class 8 contains 6133 members 
Mstep: Class 9 contains 20767 members 
Mstep: Class 11 contains 257986 members 
Mstep: Class 16 contains 21157 members 
Mstep: Class 18 contains 65487 members 
Mstep: Class 21 contains 21948 members 
Mstep: Class 23 contains 13927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764660.000000 Penalty: 30561.902344
Iteration 219Q: 15 clusters Score -4.176466e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 105024 members 
Mstep: Class 2 contains 1450 members 
Mstep: Class 3 contains 3905 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 7726 members 
Mstep: Class 6 contains 151376 members 
Mstep: Class 7 contains 3212 members 
Mstep: Class 8 contains 6132 members 
Mstep: Class 9 contains 20722 members 
Mstep: Class 11 contains 258444 members 
Mstep: Class 16 contains 21144 members 
Mstep: Class 18 contains 65469 members 
Mstep: Class 21 contains 21944 members 
Mstep: Class 23 contains 13926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764660.000000 Penalty: 30561.902344
Iteration 220F: 15 clusters Score -4.176466e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 104798 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 2203 members 
Mstep: Class 5 contains 7726 members 
Mstep: Class 6 contains 151271 members 
Mstep: Class 7 contains 3209 members 
Mstep: Class 8 contains 6131 members 
Mstep: Class 9 contains 20672 members 
Mstep: Class 11 contains 258898 members 
Mstep: Class 16 contains 21131 members 
Mstep: Class 18 contains 65447 members 
Mstep: Class 21 contains 21936 members 
Mstep: Class 23 contains 13926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764728.000000 Penalty: 30561.902344
Iteration 221Q: 15 clusters Score -4.176473e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 104577 members 
Mstep: Class 2 contains 1444 members 
Mstep: Class 3 contains 3897 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 7726 members 
Mstep: Class 6 contains 151196 members 
Mstep: Class 7 contains 3203 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 20619 members 
Mstep: Class 11 contains 259320 members 
Mstep: Class 16 contains 21128 members 
Mstep: Class 18 contains 65406 members 
Mstep: Class 21 contains 21929 members 
Mstep: Class 23 contains 13924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764732.000000 Penalty: 30561.902344
Iteration 222Q: 15 clusters Score -4.176473e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 104371 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 2181 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 151140 members 
Mstep: Class 7 contains 3199 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 20578 members 
Mstep: Class 11 contains 259705 members 
Mstep: Class 16 contains 21130 members 
Mstep: Class 18 contains 65357 members 
Mstep: Class 21 contains 21919 members 
Mstep: Class 23 contains 13926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764780.000000 Penalty: 30561.902344
Iteration 223Q: 15 clusters Score -4.176478e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 104159 members 
Mstep: Class 2 contains 1434 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 2172 members 
Mstep: Class 5 contains 7725 members 
Mstep: Class 6 contains 151080 members 
Mstep: Class 7 contains 3197 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 20543 members 
Mstep: Class 11 contains 260089 members 
Mstep: Class 16 contains 21134 members 
Mstep: Class 18 contains 65310 members 
Mstep: Class 21 contains 21908 members 
Mstep: Class 23 contains 13929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764700.000000 Penalty: 30561.902344
Iteration 224Q: 15 clusters Score -4.17647e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 103951 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 151023 members 
Mstep: Class 7 contains 3195 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 20503 members 
Mstep: Class 11 contains 260471 members 
Mstep: Class 16 contains 21138 members 
Mstep: Class 18 contains 65260 members 
Mstep: Class 21 contains 21894 members 
Mstep: Class 23 contains 13932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764744.000000 Penalty: 30561.902344
Iteration 225Q: 15 clusters Score -4.176474e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 103757 members 
Mstep: Class 2 contains 1422 members 
Mstep: Class 3 contains 3882 members 
Mstep: Class 4 contains 2162 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 150953 members 
Mstep: Class 7 contains 3192 members 
Mstep: Class 8 contains 6119 members 
Mstep: Class 9 contains 20465 members 
Mstep: Class 11 contains 260841 members 
Mstep: Class 16 contains 21135 members 
Mstep: Class 18 contains 65218 members 
Mstep: Class 21 contains 21885 members 
Mstep: Class 23 contains 13936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764780.000000 Penalty: 30561.902344
Iteration 226Q: 15 clusters Score -4.176478e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 103544 members 
Mstep: Class 2 contains 1415 members 
Mstep: Class 3 contains 3882 members 
Mstep: Class 4 contains 2155 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 150896 members 
Mstep: Class 7 contains 3190 members 
Mstep: Class 8 contains 6119 members 
Mstep: Class 9 contains 20417 members 
Mstep: Class 11 contains 261222 members 
Mstep: Class 16 contains 21129 members 
Mstep: Class 18 contains 65192 members 
Mstep: Class 21 contains 21872 members 
Mstep: Class 23 contains 13934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764828.000000 Penalty: 30561.902344
Iteration 227Q: 15 clusters Score -4.176483e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 103346 members 
Mstep: Class 2 contains 1407 members 
Mstep: Class 3 contains 3882 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 7723 members 
Mstep: Class 6 contains 150827 members 
Mstep: Class 7 contains 3188 members 
Mstep: Class 8 contains 6119 members 
Mstep: Class 9 contains 20375 members 
Mstep: Class 11 contains 261595 members 
Mstep: Class 16 contains 21126 members 
Mstep: Class 18 contains 65157 members 
Mstep: Class 21 contains 21865 members 
Mstep: Class 23 contains 13931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764856.000000 Penalty: 30561.902344
Iteration 228Q: 15 clusters Score -4.176486e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 103142 members 
Mstep: Class 2 contains 1401 members 
Mstep: Class 3 contains 3877 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 7726 members 
Mstep: Class 6 contains 150769 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 6116 members 
Mstep: Class 9 contains 20351 members 
Mstep: Class 11 contains 261953 members 
Mstep: Class 16 contains 21127 members 
Mstep: Class 18 contains 65115 members 
Mstep: Class 21 contains 21856 members 
Mstep: Class 23 contains 13926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764884.000000 Penalty: 30561.902344
Iteration 229Q: 15 clusters Score -4.176488e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 102944 members 
Mstep: Class 2 contains 1396 members 
Mstep: Class 3 contains 3872 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 7728 members 
Mstep: Class 6 contains 150712 members 
Mstep: Class 7 contains 3183 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 20325 members 
Mstep: Class 11 contains 262323 members 
Mstep: Class 16 contains 21126 members 
Mstep: Class 18 contains 65065 members 
Mstep: Class 21 contains 21848 members 
Mstep: Class 23 contains 13918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764868.000000 Penalty: 30561.902344
Iteration 230Q: 15 clusters Score -4.176487e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 102705 members 
Mstep: Class 2 contains 1398 members 
Mstep: Class 3 contains 3869 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 7730 members 
Mstep: Class 6 contains 150664 members 
Mstep: Class 7 contains 3179 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 20304 members 
Mstep: Class 11 contains 262695 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 18 contains 65026 members 
Mstep: Class 21 contains 21840 members 
Mstep: Class 23 contains 13915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764880.000000 Penalty: 30561.902344
Iteration 231Q: 15 clusters Score -4.176488e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 102502 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 3864 members 
Mstep: Class 4 contains 2119 members 
Mstep: Class 5 contains 7731 members 
Mstep: Class 6 contains 150607 members 
Mstep: Class 7 contains 3176 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 20279 members 
Mstep: Class 11 contains 263065 members 
Mstep: Class 16 contains 21114 members 
Mstep: Class 18 contains 64978 members 
Mstep: Class 21 contains 21834 members 
Mstep: Class 23 contains 13914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764888.000000 Penalty: 30561.902344
Iteration 232Q: 15 clusters Score -4.176489e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 102312 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 3864 members 
Mstep: Class 4 contains 2105 members 
Mstep: Class 5 contains 7732 members 
Mstep: Class 6 contains 150545 members 
Mstep: Class 7 contains 3170 members 
Mstep: Class 8 contains 6113 members 
Mstep: Class 9 contains 20249 members 
Mstep: Class 11 contains 263425 members 
Mstep: Class 16 contains 21111 members 
Mstep: Class 18 contains 64937 members 
Mstep: Class 21 contains 21824 members 
Mstep: Class 23 contains 13910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764848.000000 Penalty: 30561.902344
Iteration 233Q: 15 clusters Score -4.176485e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 102113 members 
Mstep: Class 2 contains 1396 members 
Mstep: Class 3 contains 3860 members 
Mstep: Class 4 contains 2087 members 
Mstep: Class 5 contains 7733 members 
Mstep: Class 6 contains 150489 members 
Mstep: Class 7 contains 3163 members 
Mstep: Class 8 contains 6113 members 
Mstep: Class 9 contains 20218 members 
Mstep: Class 11 contains 263792 members 
Mstep: Class 16 contains 21107 members 
Mstep: Class 18 contains 64901 members 
Mstep: Class 21 contains 21816 members 
Mstep: Class 23 contains 13903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764820.000000 Penalty: 30561.902344
Iteration 234Q: 15 clusters Score -4.176482e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 101896 members 
Mstep: Class 2 contains 1396 members 
Mstep: Class 3 contains 3857 members 
Mstep: Class 4 contains 2077 members 
Mstep: Class 5 contains 7734 members 
Mstep: Class 6 contains 150432 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 6113 members 
Mstep: Class 9 contains 20178 members 
Mstep: Class 11 contains 264163 members 
Mstep: Class 16 contains 21105 members 
Mstep: Class 18 contains 64875 members 
Mstep: Class 21 contains 21805 members 
Mstep: Class 23 contains 13901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764832.000000 Penalty: 30561.902344
Iteration 235Q: 15 clusters Score -4.176483e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 101668 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 3852 members 
Mstep: Class 4 contains 2069 members 
Mstep: Class 5 contains 7734 members 
Mstep: Class 6 contains 150364 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 8 contains 6113 members 
Mstep: Class 9 contains 20138 members 
Mstep: Class 11 contains 264575 members 
Mstep: Class 16 contains 21097 members 
Mstep: Class 18 contains 64837 members 
Mstep: Class 21 contains 21795 members 
Mstep: Class 23 contains 13896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764864.000000 Penalty: 30561.902344
Iteration 236Q: 15 clusters Score -4.176486e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 101440 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 3845 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 7733 members 
Mstep: Class 6 contains 150313 members 
Mstep: Class 7 contains 3156 members 
Mstep: Class 8 contains 6111 members 
Mstep: Class 9 contains 20102 members 
Mstep: Class 11 contains 264984 members 
Mstep: Class 16 contains 21098 members 
Mstep: Class 18 contains 64792 members 
Mstep: Class 21 contains 21780 members 
Mstep: Class 23 contains 13889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764876.000000 Penalty: 30561.902344
Iteration 237Q: 15 clusters Score -4.176488e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 101203 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 3840 members 
Mstep: Class 4 contains 2042 members 
Mstep: Class 5 contains 7732 members 
Mstep: Class 6 contains 150264 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 6110 members 
Mstep: Class 9 contains 20072 members 
Mstep: Class 11 contains 265385 members 
Mstep: Class 16 contains 21095 members 
Mstep: Class 18 contains 64758 members 
Mstep: Class 21 contains 21765 members 
Mstep: Class 23 contains 13882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764860.000000 Penalty: 30561.902344
Iteration 238Q: 15 clusters Score -4.176486e+07 nChanged 480
Entering ConstructFrom: 
Score: -41764860.000000 Penalty: 30561.902344
Entering ConstructFrom: 
Trying to split cluster 1 (100964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100964 members 
Entering Unmasked Estep 
Score: -6372663.000000 Penalty: 1872.409302
	Iteration 0F: 2 clusters Score -6372663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -6304922.500000 Penalty: 3744.818604
	Iteration 0F: 3 clusters Score -6304922 nChanged 48426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 51883 members 
Entering Unmasked Estep 
Score: -6333028.500000 Penalty: 3744.818604
	Iteration 1F: 3 clusters Score -6333028 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 52766 members 
Entering Unmasked Estep 
Score: -6333910.500000 Penalty: 3744.818604
	Iteration 2Q: 3 clusters Score -6333910 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -6334947.000000 Penalty: 3744.818604
	Iteration 3Q: 3 clusters Score -6334947 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -6336266.500000 Penalty: 3744.818604
	Iteration 4Q: 3 clusters Score -6336266 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
Score: -6337844.500000 Penalty: 3744.818604
	Iteration 5Q: 3 clusters Score -6337844 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -6339956.500000 Penalty: 3744.818604
	Iteration 6Q: 3 clusters Score -6339956 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 64725 members 
Entering Unmasked Estep 
Score: -6342967.000000 Penalty: 3744.818604
	Iteration 7F: 3 clusters Score -6342967 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 69223 members 
Entering Unmasked Estep 
Score: -6346874.500000 Penalty: 3744.818604
	Iteration 8F: 3 clusters Score -6346874 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 74003 members 
Entering Unmasked Estep 
Score: -6351430.000000 Penalty: 3744.818604
	Iteration 9F: 3 clusters Score -6351430 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 78425 members 
Entering Unmasked Estep 
Score: -6355772.000000 Penalty: 3744.818604
	Iteration 10F: 3 clusters Score -6355772 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 81996 members 
Entering Unmasked Estep 
Score: -6359176.000000 Penalty: 3744.818604
	Iteration 11Q: 3 clusters Score -6359176 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 84868 members 
Entering Unmasked Estep 
Score: -6361382.500000 Penalty: 3744.818604
	Iteration 12Q: 3 clusters Score -6361382 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 87323 members 
Entering Unmasked Estep 
Score: -6362990.500000 Penalty: 3744.818604
	Iteration 13Q: 3 clusters Score -6362990 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
Score: -6364219.000000 Penalty: 3744.818604
	Iteration 14Q: 3 clusters Score -6364219 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 91517 members 
Entering Unmasked Estep 
Score: -6365363.500000 Penalty: 3744.818604
	Iteration 15Q: 3 clusters Score -6365364 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 93421 members 
Entering Unmasked Estep 
Score: -6366443.500000 Penalty: 3744.818604
	Iteration 16Q: 3 clusters Score -6366444 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 95094 members 
Entering Unmasked Estep 
Score: -6367480.000000 Penalty: 3744.818604
	Iteration 17Q: 3 clusters Score -6367480 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 96507 members 
Entering Unmasked Estep 
Score: -6368417.000000 Penalty: 3744.818604
	Iteration 18Q: 3 clusters Score -6368417 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 97666 members 
Entering Unmasked Estep 
Score: -6369190.000000 Penalty: 3744.818604
	Iteration 19Q: 3 clusters Score -6369190 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 98573 members 
Entering Unmasked Estep 
Score: -6369757.500000 Penalty: 3744.818604
	Iteration 20F: 3 clusters Score -6369758 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 99215 members 
Entering Unmasked Estep 
Score: -6370197.000000 Penalty: 3744.818604
	Iteration 21Q: 3 clusters Score -6370197 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 99642 members 
Entering Unmasked Estep 
Score: -6370488.000000 Penalty: 3744.818604
	Iteration 22Q: 3 clusters Score -6370488 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 99924 members 
Entering Unmasked Estep 
Score: -6370642.500000 Penalty: 3744.818604
	Iteration 23Q: 3 clusters Score -6370642 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 100110 members 
Entering Unmasked Estep 
Score: -6370760.500000 Penalty: 3744.818604
	Iteration 24Q: 3 clusters Score -6370760 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 100231 members 
Entering Unmasked Estep 
Score: -6370827.000000 Penalty: 3744.818604
	Iteration 25Q: 3 clusters Score -6370827 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 100302 members 
Entering Unmasked Estep 
Score: -6370878.000000 Penalty: 3744.818604
	Iteration 26Q: 3 clusters Score -6370878 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 100355 members 
Entering Unmasked Estep 
Score: -6370920.000000 Penalty: 3744.818604
	Iteration 27Q: 3 clusters Score -6370920 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 100399 members 
Entering Unmasked Estep 
Score: -6370960.500000 Penalty: 3744.818604
	Iteration 28Q: 3 clusters Score -6370960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 100439 members 
Entering Unmasked Estep 
Score: -6370989.500000 Penalty: 3744.818604
	Iteration 29Q: 3 clusters Score -6370990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 100465 members 
Entering Unmasked Estep 
Score: -6371015.500000 Penalty: 3744.818604
	Iteration 30Q: 3 clusters Score -6371016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 100480 members 
Entering Unmasked Estep 
Score: -6371028.000000 Penalty: 3744.818604
	Iteration 31Q: 3 clusters Score -6371028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 100498 members 
Entering Unmasked Estep 
Score: -6371050.000000 Penalty: 3744.818604
	Iteration 32Q: 3 clusters Score -6371050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 100522 members 
Entering Unmasked Estep 
Score: -6371068.500000 Penalty: 3744.818604
	Iteration 33Q: 3 clusters Score -6371068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 100538 members 
Entering Unmasked Estep 
Score: -6371077.000000 Penalty: 3744.818604
	Iteration 34Q: 3 clusters Score -6371077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 100545 members 
Entering Unmasked Estep 
Score: -6371085.500000 Penalty: 3744.818604
	Iteration 35Q: 3 clusters Score -6371086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 100555 members 
Entering Unmasked Estep 
Score: -6371094.000000 Penalty: 3744.818604
	Iteration 36Q: 3 clusters Score -6371094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 100565 members 
Entering Unmasked Estep 
Score: -6371107.000000 Penalty: 3744.818604
	Iteration 37Q: 3 clusters Score -6371107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 100577 members 
Entering Unmasked Estep 
Score: -6371126.500000 Penalty: 3744.818604
	Iteration 38Q: 3 clusters Score -6371126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 100585 members 
Entering Unmasked Estep 
Score: -6371130.500000 Penalty: 3744.818604
	Iteration 39Q: 3 clusters Score -6371130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 100588 members 
Entering Unmasked Estep 
Score: -6371128.000000 Penalty: 3744.818604
	Iteration 40F: 3 clusters Score -6371128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 100591 members 
Entering Unmasked Estep 
Score: -6371136.000000 Penalty: 3744.818604
	Iteration 41Q: 3 clusters Score -6371136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 100590 members 
Entering Unmasked Estep 
Score: -6371138.500000 Penalty: 3744.818604
	Iteration 42Q: 3 clusters Score -6371138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 100590 members 
Entering Unmasked Estep 
Score: -6371138.500000 Penalty: 3744.818604
	Iteration 43F: 3 clusters Score -6371138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Entering Unmasked Estep 
Score: -87638.812500 Penalty: 1175.671021
	Iteration 0F: 2 clusters Score -87638.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -85932.156250 Penalty: 2351.342041
	Iteration 0F: 3 clusters Score -85932.16 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -86226.218750 Penalty: 2351.342041
	Iteration 1F: 3 clusters Score -86226.22 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -86300.015625 Penalty: 2351.342041
	Iteration 2F: 3 clusters Score -86300.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -86335.765625 Penalty: 2351.342041
	Iteration 3Q: 3 clusters Score -86335.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -86361.375000 Penalty: 2351.342041
	Iteration 4Q: 3 clusters Score -86361.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -86378.414062 Penalty: 2351.342041
	Iteration 5Q: 3 clusters Score -86378.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -86392.093750 Penalty: 2351.342041
	Iteration 6Q: 3 clusters Score -86392.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -86406.914062 Penalty: 2351.342041
	Iteration 7Q: 3 clusters Score -86406.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -86416.679688 Penalty: 2351.342041
	Iteration 8Q: 3 clusters Score -86416.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -86423.507812 Penalty: 2351.342041
	Iteration 9Q: 3 clusters Score -86423.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -86426.078125 Penalty: 2351.342041
	Iteration 10Q: 3 clusters Score -86426.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -86427.132812 Penalty: 2351.342041
	Iteration 11Q: 3 clusters Score -86427.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -86427.960938 Penalty: 2351.342041
	Iteration 12Q: 3 clusters Score -86427.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -86428.335938 Penalty: 2351.342041
	Iteration 13Q: 3 clusters Score -86428.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -86428.335938 Penalty: 2351.342041
	Iteration 14F: 3 clusters Score -86428.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Entering Unmasked Estep 
Score: -255889.937500 Penalty: 1341.064819
	Iteration 0F: 2 clusters Score -255889.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -252629.218750 Penalty: 2682.129639
	Iteration 0F: 3 clusters Score -252629.2 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -253469.765625 Penalty: 2682.129639
	Iteration 1F: 3 clusters Score -253469.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -253609.515625 Penalty: 2682.129639
	Iteration 2F: 3 clusters Score -253609.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -253697.609375 Penalty: 2682.129639
	Iteration 3Q: 3 clusters Score -253697.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -253741.328125 Penalty: 2682.129639
	Iteration 4Q: 3 clusters Score -253741.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -253766.781250 Penalty: 2682.129639
	Iteration 5Q: 3 clusters Score -253766.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -253786.671875 Penalty: 2682.129639
	Iteration 6Q: 3 clusters Score -253786.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -253798.203125 Penalty: 2682.129639
	Iteration 7Q: 3 clusters Score -253798.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -253808.078125 Penalty: 2682.129639
	Iteration 8Q: 3 clusters Score -253808.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -253820.718750 Penalty: 2682.129639
	Iteration 9Q: 3 clusters Score -253820.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -253830.031250 Penalty: 2682.129639
	Iteration 10Q: 3 clusters Score -253830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -253836.015625 Penalty: 2682.129639
	Iteration 11Q: 3 clusters Score -253836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -253842.328125 Penalty: 2682.129639
	Iteration 12Q: 3 clusters Score -253842.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -253851.140625 Penalty: 2682.129639
	Iteration 13Q: 3 clusters Score -253851.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -253860.531250 Penalty: 2682.129639
	Iteration 14Q: 3 clusters Score -253860.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -253868.859375 Penalty: 2682.129639
	Iteration 15Q: 3 clusters Score -253868.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -253880.437500 Penalty: 2682.129639
	Iteration 16Q: 3 clusters Score -253880.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -253893.203125 Penalty: 2682.129639
	Iteration 17Q: 3 clusters Score -253893.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -253903.656250 Penalty: 2682.129639
	Iteration 18Q: 3 clusters Score -253903.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -253910.937500 Penalty: 2682.129639
	Iteration 19Q: 3 clusters Score -253910.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -253919.000000 Penalty: 2682.129639
	Iteration 20F: 3 clusters Score -253919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -253929.343750 Penalty: 2682.129639
	Iteration 21Q: 3 clusters Score -253929.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -253939.437500 Penalty: 2682.129639
	Iteration 22Q: 3 clusters Score -253939.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -253950.906250 Penalty: 2682.129639
	Iteration 23Q: 3 clusters Score -253950.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -253960.734375 Penalty: 2682.129639
	Iteration 24Q: 3 clusters Score -253960.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -253972.312500 Penalty: 2682.129639
	Iteration 25Q: 3 clusters Score -253972.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -253985.312500 Penalty: 2682.129639
	Iteration 26Q: 3 clusters Score -253985.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -254002.968750 Penalty: 2682.129639
	Iteration 27Q: 3 clusters Score -254003 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -254024.015625 Penalty: 2682.129639
	Iteration 28Q: 3 clusters Score -254024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -254047.671875 Penalty: 2682.129639
	Iteration 29Q: 3 clusters Score -254047.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -254071.265625 Penalty: 2682.129639
	Iteration 30Q: 3 clusters Score -254071.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -254097.078125 Penalty: 2682.129639
	Iteration 31Q: 3 clusters Score -254097.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -254118.843750 Penalty: 2682.129639
	Iteration 32Q: 3 clusters Score -254118.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -254143.468750 Penalty: 2682.129639
	Iteration 33Q: 3 clusters Score -254143.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -254162.906250 Penalty: 2682.129639
	Iteration 34Q: 3 clusters Score -254162.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -254192.609375 Penalty: 2682.129639
	Iteration 35Q: 3 clusters Score -254192.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -254229.359375 Penalty: 2682.129639
	Iteration 36Q: 3 clusters Score -254229.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -254262.296875 Penalty: 2682.129639
	Iteration 37Q: 3 clusters Score -254262.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -254307.796875 Penalty: 2682.129639
	Iteration 38Q: 3 clusters Score -254307.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -254350.890625 Penalty: 2682.129639
	Iteration 39Q: 3 clusters Score -254350.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -254392.218750 Penalty: 2682.129639
	Iteration 40F: 3 clusters Score -254392.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -254432.562500 Penalty: 2682.129639
	Iteration 41Q: 3 clusters Score -254432.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -254467.515625 Penalty: 2682.129639
	Iteration 42Q: 3 clusters Score -254467.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -254498.359375 Penalty: 2682.129639
	Iteration 43Q: 3 clusters Score -254498.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -254524.953125 Penalty: 2682.129639
	Iteration 44Q: 3 clusters Score -254525 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -254555.625000 Penalty: 2682.129639
	Iteration 45Q: 3 clusters Score -254555.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -254583.359375 Penalty: 2682.129639
	Iteration 46Q: 3 clusters Score -254583.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -254602.437500 Penalty: 2682.129639
	Iteration 47Q: 3 clusters Score -254602.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -254613.406250 Penalty: 2682.129639
	Iteration 48Q: 3 clusters Score -254613.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -254624.218750 Penalty: 2682.129639
	Iteration 49Q: 3 clusters Score -254624.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -254632.828125 Penalty: 2682.129639
	Iteration 50Q: 3 clusters Score -254632.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -254646.000000 Penalty: 2682.129639
	Iteration 51Q: 3 clusters Score -254646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -254658.484375 Penalty: 2682.129639
	Iteration 52Q: 3 clusters Score -254658.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -254669.500000 Penalty: 2682.129639
	Iteration 53Q: 3 clusters Score -254669.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -254677.046875 Penalty: 2682.129639
	Iteration 54Q: 3 clusters Score -254677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -254686.437500 Penalty: 2682.129639
	Iteration 55Q: 3 clusters Score -254686.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -254699.187500 Penalty: 2682.129639
	Iteration 56Q: 3 clusters Score -254699.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -254707.875000 Penalty: 2682.129639
	Iteration 57Q: 3 clusters Score -254707.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -254718.546875 Penalty: 2682.129639
	Iteration 58Q: 3 clusters Score -254718.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -254728.125000 Penalty: 2682.129639
	Iteration 59Q: 3 clusters Score -254728.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -254731.000000 Penalty: 2682.129639
	Iteration 60F: 3 clusters Score -254731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Entering Unmasked Estep 
Score: -129775.781250 Penalty: 1237.325684
	Iteration 0F: 2 clusters Score -129775.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -127675.351562 Penalty: 2474.651367
	Iteration 0F: 3 clusters Score -127675.4 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -128119.281250 Penalty: 2474.651367
	Iteration 1F: 3 clusters Score -128119.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -128231.445312 Penalty: 2474.651367
	Iteration 2F: 3 clusters Score -128231.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -128286.046875 Penalty: 2474.651367
	Iteration 3Q: 3 clusters Score -128286 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -128330.695312 Penalty: 2474.651367
	Iteration 4Q: 3 clusters Score -128330.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -128360.539062 Penalty: 2474.651367
	Iteration 5Q: 3 clusters Score -128360.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -128376.468750 Penalty: 2474.651367
	Iteration 6Q: 3 clusters Score -128376.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -128392.046875 Penalty: 2474.651367
	Iteration 7Q: 3 clusters Score -128392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -128403.828125 Penalty: 2474.651367
	Iteration 8Q: 3 clusters Score -128403.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -128409.648438 Penalty: 2474.651367
	Iteration 9Q: 3 clusters Score -128409.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -128413.750000 Penalty: 2474.651367
	Iteration 10Q: 3 clusters Score -128413.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -128418.804688 Penalty: 2474.651367
	Iteration 11Q: 3 clusters Score -128418.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -128423.484375 Penalty: 2474.651367
	Iteration 12Q: 3 clusters Score -128423.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -128430.734375 Penalty: 2474.651367
	Iteration 13Q: 3 clusters Score -128430.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -128440.195312 Penalty: 2474.651367
	Iteration 14Q: 3 clusters Score -128440.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -128445.359375 Penalty: 2474.651367
	Iteration 15Q: 3 clusters Score -128445.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -128452.234375 Penalty: 2474.651367
	Iteration 16Q: 3 clusters Score -128452.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -128459.117188 Penalty: 2474.651367
	Iteration 17Q: 3 clusters Score -128459.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -128464.101562 Penalty: 2474.651367
	Iteration 18Q: 3 clusters Score -128464.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -128466.843750 Penalty: 2474.651367
	Iteration 19Q: 3 clusters Score -128466.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -128468.617188 Penalty: 2474.651367
	Iteration 20F: 3 clusters Score -128468.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -128470.218750 Penalty: 2474.651367
	Iteration 21Q: 3 clusters Score -128470.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -128474.015625 Penalty: 2474.651367
	Iteration 22Q: 3 clusters Score -128474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -128477.640625 Penalty: 2474.651367
	Iteration 23Q: 3 clusters Score -128477.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -128481.867188 Penalty: 2474.651367
	Iteration 24Q: 3 clusters Score -128481.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -128489.171875 Penalty: 2474.651367
	Iteration 25Q: 3 clusters Score -128489.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -128495.312500 Penalty: 2474.651367
	Iteration 26Q: 3 clusters Score -128495.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -128500.242188 Penalty: 2474.651367
	Iteration 27Q: 3 clusters Score -128500.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -128503.179688 Penalty: 2474.651367
	Iteration 28Q: 3 clusters Score -128503.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -128503.890625 Penalty: 2474.651367
	Iteration 29Q: 3 clusters Score -128503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -128505.484375 Penalty: 2474.651367
	Iteration 30Q: 3 clusters Score -128505.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -128508.929688 Penalty: 2474.651367
	Iteration 31Q: 3 clusters Score -128508.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -128512.156250 Penalty: 2474.651367
	Iteration 32Q: 3 clusters Score -128512.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -128515.718750 Penalty: 2474.651367
	Iteration 33Q: 3 clusters Score -128515.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -128518.429688 Penalty: 2474.651367
	Iteration 34Q: 3 clusters Score -128518.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -128522.257812 Penalty: 2474.651367
	Iteration 35Q: 3 clusters Score -128522.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -128526.140625 Penalty: 2474.651367
	Iteration 36Q: 3 clusters Score -128526.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -128530.101562 Penalty: 2474.651367
	Iteration 37Q: 3 clusters Score -128530.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -128532.953125 Penalty: 2474.651367
	Iteration 38Q: 3 clusters Score -128533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -128536.851562 Penalty: 2474.651367
	Iteration 39Q: 3 clusters Score -128536.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -128539.000000 Penalty: 2474.651367
	Iteration 40F: 3 clusters Score -128539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -128539.406250 Penalty: 2474.651367
	Iteration 41Q: 3 clusters Score -128539.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -128539.734375 Penalty: 2474.651367
	Iteration 42Q: 3 clusters Score -128539.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -128541.226562 Penalty: 2474.651367
	Iteration 43Q: 3 clusters Score -128541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -128543.648438 Penalty: 2474.651367
	Iteration 44Q: 3 clusters Score -128543.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -128545.757812 Penalty: 2474.651367
	Iteration 45Q: 3 clusters Score -128545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -128547.039062 Penalty: 2474.651367
	Iteration 46Q: 3 clusters Score -128547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -128548.539062 Penalty: 2474.651367
	Iteration 47Q: 3 clusters Score -128548.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -128550.664062 Penalty: 2474.651367
	Iteration 48Q: 3 clusters Score -128550.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -128552.632812 Penalty: 2474.651367
	Iteration 49Q: 3 clusters Score -128552.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -128555.304688 Penalty: 2474.651367
	Iteration 50Q: 3 clusters Score -128555.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -128559.062500 Penalty: 2474.651367
	Iteration 51Q: 3 clusters Score -128559.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -128563.054688 Penalty: 2474.651367
	Iteration 52Q: 3 clusters Score -128563.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -128564.687500 Penalty: 2474.651367
	Iteration 53Q: 3 clusters Score -128564.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -128567.765625 Penalty: 2474.651367
	Iteration 54Q: 3 clusters Score -128567.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -128570.078125 Penalty: 2474.651367
	Iteration 55Q: 3 clusters Score -128570.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -128577.796875 Penalty: 2474.651367
	Iteration 56Q: 3 clusters Score -128577.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -128582.507812 Penalty: 2474.651367
	Iteration 57Q: 3 clusters Score -128582.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -128587.703125 Penalty: 2474.651367
	Iteration 58Q: 3 clusters Score -128587.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -128589.773438 Penalty: 2474.651367
	Iteration 59Q: 3 clusters Score -128589.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -128594.242188 Penalty: 2474.651367
	Iteration 60F: 3 clusters Score -128594.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -128597.765625 Penalty: 2474.651367
	Iteration 61Q: 3 clusters Score -128597.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -128600.687500 Penalty: 2474.651367
	Iteration 62Q: 3 clusters Score -128600.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -128604.929688 Penalty: 2474.651367
	Iteration 63Q: 3 clusters Score -128604.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -128609.101562 Penalty: 2474.651367
	Iteration 64Q: 3 clusters Score -128609.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -128612.960938 Penalty: 2474.651367
	Iteration 65Q: 3 clusters Score -128613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -128615.000000 Penalty: 2474.651367
	Iteration 66Q: 3 clusters Score -128615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -128615.875000 Penalty: 2474.651367
	Iteration 67Q: 3 clusters Score -128615.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -128616.898438 Penalty: 2474.651367
	Iteration 68Q: 3 clusters Score -128616.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -128616.898438 Penalty: 2474.651367
	Iteration 69F: 3 clusters Score -128616.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Entering Unmasked Estep 
Score: -489497.250000 Penalty: 1454.861450
	Iteration 0F: 2 clusters Score -489497.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -483754.593750 Penalty: 2909.722900
	Iteration 0F: 3 clusters Score -483754.6 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -485415.218750 Penalty: 2909.722900
	Iteration 1F: 3 clusters Score -485415.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -485671.875000 Penalty: 2909.722900
	Iteration 2F: 3 clusters Score -485671.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -486054.656250 Penalty: 2909.722900
	Iteration 3F: 3 clusters Score -486054.7 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -486653.093750 Penalty: 2909.722900
	Iteration 4F: 3 clusters Score -486653.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -487347.843750 Penalty: 2909.722900
	Iteration 5F: 3 clusters Score -487347.8 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -488061.781250 Penalty: 2909.722900
	Iteration 6F: 3 clusters Score -488061.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -488607.187500 Penalty: 2909.722900
	Iteration 7F: 3 clusters Score -488607.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -488981.875000 Penalty: 2909.722900
	Iteration 8Q: 3 clusters Score -488981.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -489168.843750 Penalty: 2909.722900
	Iteration 9Q: 3 clusters Score -489168.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -489218.312500 Penalty: 2909.722900
	Iteration 10Q: 3 clusters Score -489218.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -489238.625000 Penalty: 2909.722900
	Iteration 11Q: 3 clusters Score -489238.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -489246.656250 Penalty: 2909.722900
	Iteration 12Q: 3 clusters Score -489246.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -489250.031250 Penalty: 2909.722900
	Iteration 13Q: 3 clusters Score -489250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -489252.875000 Penalty: 2909.722900
	Iteration 14Q: 3 clusters Score -489252.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -489252.343750 Penalty: 2909.722900
	Iteration 15Q: 3 clusters Score -489252.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -489251.843750 Penalty: 2909.722900
	Iteration 16Q: 3 clusters Score -489251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -489253.406250 Penalty: 2909.722900
	Iteration 17Q: 3 clusters Score -489253.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -489253.218750 Penalty: 2909.722900
	Iteration 18Q: 3 clusters Score -489253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -489254.312500 Penalty: 2909.722900
	Iteration 19Q: 3 clusters Score -489254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -489254.562500 Penalty: 2909.722900
	Iteration 20F: 3 clusters Score -489254.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -489254.593750 Penalty: 2909.722900
	Iteration 21Q: 3 clusters Score -489254.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -489254.375000 Penalty: 2909.722900
	Iteration 22Q: 3 clusters Score -489254.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -489254.375000 Penalty: 2909.722900
	Iteration 23F: 3 clusters Score -489254.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (150230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150230 members 
Entering Unmasked Estep 
Score: -9587707.000000 Penalty: 1936.987427
	Iteration 0F: 2 clusters Score -9587707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75040 members 
Mstep: Class 2 contains 75190 members 
Entering Unmasked Estep 
Score: -9487077.000000 Penalty: 3873.974854
	Iteration 0F: 3 clusters Score -9487077 nChanged 72648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Mstep: Class 2 contains 77462 members 
Entering Unmasked Estep 
Score: -9529613.000000 Penalty: 3873.974854
	Iteration 1F: 3 clusters Score -9529613 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71209 members 
Mstep: Class 2 contains 79021 members 
Entering Unmasked Estep 
Score: -9530513.000000 Penalty: 3873.974854
	Iteration 2Q: 3 clusters Score -9530513 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 81484 members 
Entering Unmasked Estep 
Score: -9531783.000000 Penalty: 3873.974854
	Iteration 3Q: 3 clusters Score -9531783 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 85329 members 
Entering Unmasked Estep 
Score: -9533714.000000 Penalty: 3873.974854
	Iteration 4Q: 3 clusters Score -9533714 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 90825 members 
Entering Unmasked Estep 
Score: -9536728.000000 Penalty: 3873.974854
	Iteration 5Q: 3 clusters Score -9536728 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 98265 members 
Entering Unmasked Estep 
Score: -9541570.000000 Penalty: 3873.974854
	Iteration 6F: 3 clusters Score -9541570 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 107984 members 
Entering Unmasked Estep 
Score: -9549167.000000 Penalty: 3873.974854
	Iteration 7F: 3 clusters Score -9549167 nChanged 11146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 118782 members 
Entering Unmasked Estep 
Score: -9558988.000000 Penalty: 3873.974854
	Iteration 8F: 3 clusters Score -9558988 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 128588 members 
Entering Unmasked Estep 
Score: -9568401.000000 Penalty: 3873.974854
	Iteration 9F: 3 clusters Score -9568401 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 135549 members 
Entering Unmasked Estep 
Score: -9574962.000000 Penalty: 3873.974854
	Iteration 10Q: 3 clusters Score -9574962 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 140145 members 
Entering Unmasked Estep 
Score: -9579069.000000 Penalty: 3873.974854
	Iteration 11Q: 3 clusters Score -9579069 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 143091 members 
Entering Unmasked Estep 
Score: -9581607.000000 Penalty: 3873.974854
	Iteration 12Q: 3 clusters Score -9581607 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 145053 members 
Entering Unmasked Estep 
Score: -9583211.000000 Penalty: 3873.974854
	Iteration 13Q: 3 clusters Score -9583211 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 146441 members 
Entering Unmasked Estep 
Score: -9584127.000000 Penalty: 3873.974854
	Iteration 14Q: 3 clusters Score -9584127 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 147375 members 
Entering Unmasked Estep 
Score: -9584738.000000 Penalty: 3873.974854
	Iteration 15Q: 3 clusters Score -9584738 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 148077 members 
Entering Unmasked Estep 
Score: -9585183.000000 Penalty: 3873.974854
	Iteration 16Q: 3 clusters Score -9585183 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 148557 members 
Entering Unmasked Estep 
Score: -9585490.000000 Penalty: 3873.974854
	Iteration 17Q: 3 clusters Score -9585490 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 148862 members 
Entering Unmasked Estep 
Score: -9585669.000000 Penalty: 3873.974854
	Iteration 18Q: 3 clusters Score -9585669 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 149056 members 
Entering Unmasked Estep 
Score: -9585794.000000 Penalty: 3873.974854
	Iteration 19Q: 3 clusters Score -9585794 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 149178 members 
Entering Unmasked Estep 
Score: -9585873.000000 Penalty: 3873.974854
	Iteration 20F: 3 clusters Score -9585873 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 149272 members 
Entering Unmasked Estep 
Score: -9585919.000000 Penalty: 3873.974854
	Iteration 21Q: 3 clusters Score -9585919 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 149334 members 
Entering Unmasked Estep 
Score: -9585940.000000 Penalty: 3873.974854
	Iteration 22Q: 3 clusters Score -9585940 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 149369 members 
Entering Unmasked Estep 
Score: -9585962.000000 Penalty: 3873.974854
	Iteration 23Q: 3 clusters Score -9585962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 149396 members 
Entering Unmasked Estep 
Score: -9585963.000000 Penalty: 3873.974854
	Iteration 24Q: 3 clusters Score -9585963 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 149419 members 
Entering Unmasked Estep 
Score: -9585971.000000 Penalty: 3873.974854
	Iteration 25Q: 3 clusters Score -9585971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 149437 members 
Entering Unmasked Estep 
Score: -9585977.000000 Penalty: 3873.974854
	Iteration 26Q: 3 clusters Score -9585977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 149455 members 
Entering Unmasked Estep 
Score: -9585995.000000 Penalty: 3873.974854
	Iteration 27Q: 3 clusters Score -9585995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 149468 members 
Entering Unmasked Estep 
Score: -9585999.000000 Penalty: 3873.974854
	Iteration 28Q: 3 clusters Score -9585999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 149478 members 
Entering Unmasked Estep 
Score: -9586005.000000 Penalty: 3873.974854
	Iteration 29Q: 3 clusters Score -9586005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 149486 members 
Entering Unmasked Estep 
Score: -9586001.000000 Penalty: 3873.974854
	Iteration 30Q: 3 clusters Score -9586001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 149490 members 
Entering Unmasked Estep 
Score: -9586005.000000 Penalty: 3873.974854
	Iteration 31Q: 3 clusters Score -9586005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 149498 members 
Entering Unmasked Estep 
Score: -9586005.000000 Penalty: 3873.974854
	Iteration 32Q: 3 clusters Score -9586005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 149506 members 
Entering Unmasked Estep 
Score: -9586006.000000 Penalty: 3873.974854
	Iteration 33Q: 3 clusters Score -9586006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 149515 members 
Entering Unmasked Estep 
Score: -9586012.000000 Penalty: 3873.974854
	Iteration 34Q: 3 clusters Score -9586012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 149517 members 
Entering Unmasked Estep 
Score: -9586006.000000 Penalty: 3873.974854
	Iteration 35Q: 3 clusters Score -9586006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 149523 members 
Entering Unmasked Estep 
Score: -9586020.000000 Penalty: 3873.974854
	Iteration 36Q: 3 clusters Score -9586020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 149528 members 
Entering Unmasked Estep 
Score: -9586016.000000 Penalty: 3873.974854
	Iteration 37Q: 3 clusters Score -9586016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 149529 members 
Entering Unmasked Estep 
Score: -9586020.000000 Penalty: 3873.974854
	Iteration 38Q: 3 clusters Score -9586020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 149532 members 
Entering Unmasked Estep 
Score: -9586020.000000 Penalty: 3873.974854
	Iteration 39Q: 3 clusters Score -9586020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 149536 members 
Entering Unmasked Estep 
Score: -9586033.000000 Penalty: 3873.974854
	Iteration 40F: 3 clusters Score -9586033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 149542 members 
Entering Unmasked Estep 
Score: -9586041.000000 Penalty: 3873.974854
	Iteration 41Q: 3 clusters Score -9586041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 149547 members 
Entering Unmasked Estep 
Score: -9586043.000000 Penalty: 3873.974854
	Iteration 42Q: 3 clusters Score -9586043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 149549 members 
Entering Unmasked Estep 
Score: -9586043.000000 Penalty: 3873.974854
	Iteration 43Q: 3 clusters Score -9586043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 149551 members 
Entering Unmasked Estep 
Score: -9586044.000000 Penalty: 3873.974854
	Iteration 44Q: 3 clusters Score -9586044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 149553 members 
Entering Unmasked Estep 
Score: -9586045.000000 Penalty: 3873.974854
	Iteration 45Q: 3 clusters Score -9586045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 149553 members 
Entering Unmasked Estep 
Score: -9586045.000000 Penalty: 3873.974854
	Iteration 46F: 3 clusters Score -9586045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Entering Unmasked Estep 
Score: -202869.921875 Penalty: 1308.911499
	Iteration 0F: 2 clusters Score -202869.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -200013.093750 Penalty: 2617.822998
	Iteration 0F: 3 clusters Score -200013.1 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -200700.984375 Penalty: 2617.822998
	Iteration 1F: 3 clusters Score -200701 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -200861.171875 Penalty: 2617.822998
	Iteration 2F: 3 clusters Score -200861.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -200944.859375 Penalty: 2617.822998
	Iteration 3Q: 3 clusters Score -200944.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -200992.421875 Penalty: 2617.822998
	Iteration 4Q: 3 clusters Score -200992.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -201032.750000 Penalty: 2617.822998
	Iteration 5Q: 3 clusters Score -201032.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -201060.562500 Penalty: 2617.822998
	Iteration 6Q: 3 clusters Score -201060.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -201078.328125 Penalty: 2617.822998
	Iteration 7Q: 3 clusters Score -201078.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -201094.156250 Penalty: 2617.822998
	Iteration 8Q: 3 clusters Score -201094.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -201106.984375 Penalty: 2617.822998
	Iteration 9Q: 3 clusters Score -201107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -201114.234375 Penalty: 2617.822998
	Iteration 10Q: 3 clusters Score -201114.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -201120.640625 Penalty: 2617.822998
	Iteration 11Q: 3 clusters Score -201120.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -201125.593750 Penalty: 2617.822998
	Iteration 12Q: 3 clusters Score -201125.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -201135.046875 Penalty: 2617.822998
	Iteration 13Q: 3 clusters Score -201135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -201140.921875 Penalty: 2617.822998
	Iteration 14Q: 3 clusters Score -201140.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -201144.515625 Penalty: 2617.822998
	Iteration 15Q: 3 clusters Score -201144.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -201148.578125 Penalty: 2617.822998
	Iteration 16Q: 3 clusters Score -201148.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -201154.093750 Penalty: 2617.822998
	Iteration 17Q: 3 clusters Score -201154.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -201159.734375 Penalty: 2617.822998
	Iteration 18Q: 3 clusters Score -201159.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -201164.906250 Penalty: 2617.822998
	Iteration 19Q: 3 clusters Score -201164.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -201171.687500 Penalty: 2617.822998
	Iteration 20F: 3 clusters Score -201171.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -201181.140625 Penalty: 2617.822998
	Iteration 21Q: 3 clusters Score -201181.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -201189.687500 Penalty: 2617.822998
	Iteration 22Q: 3 clusters Score -201189.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -201196.171875 Penalty: 2617.822998
	Iteration 23Q: 3 clusters Score -201196.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -201200.875000 Penalty: 2617.822998
	Iteration 24Q: 3 clusters Score -201200.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -201206.437500 Penalty: 2617.822998
	Iteration 25Q: 3 clusters Score -201206.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -201211.578125 Penalty: 2617.822998
	Iteration 26Q: 3 clusters Score -201211.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -201216.500000 Penalty: 2617.822998
	Iteration 27Q: 3 clusters Score -201216.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -201219.609375 Penalty: 2617.822998
	Iteration 28Q: 3 clusters Score -201219.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -201222.875000 Penalty: 2617.822998
	Iteration 29Q: 3 clusters Score -201222.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -201227.718750 Penalty: 2617.822998
	Iteration 30Q: 3 clusters Score -201227.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -201232.578125 Penalty: 2617.822998
	Iteration 31Q: 3 clusters Score -201232.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -201234.609375 Penalty: 2617.822998
	Iteration 32Q: 3 clusters Score -201234.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -201236.515625 Penalty: 2617.822998
	Iteration 33Q: 3 clusters Score -201236.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -201237.640625 Penalty: 2617.822998
	Iteration 34Q: 3 clusters Score -201237.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -201238.390625 Penalty: 2617.822998
	Iteration 35Q: 3 clusters Score -201238.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -201241.171875 Penalty: 2617.822998
	Iteration 36Q: 3 clusters Score -201241.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -201244.921875 Penalty: 2617.822998
	Iteration 37Q: 3 clusters Score -201244.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -201249.234375 Penalty: 2617.822998
	Iteration 38Q: 3 clusters Score -201249.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -201253.734375 Penalty: 2617.822998
	Iteration 39Q: 3 clusters Score -201253.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -201258.625000 Penalty: 2617.822998
	Iteration 40F: 3 clusters Score -201258.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -201261.609375 Penalty: 2617.822998
	Iteration 41Q: 3 clusters Score -201261.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -201265.375000 Penalty: 2617.822998
	Iteration 42Q: 3 clusters Score -201265.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -201268.203125 Penalty: 2617.822998
	Iteration 43Q: 3 clusters Score -201268.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -201270.921875 Penalty: 2617.822998
	Iteration 44Q: 3 clusters Score -201270.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -201272.906250 Penalty: 2617.822998
	Iteration 45Q: 3 clusters Score -201272.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -201274.718750 Penalty: 2617.822998
	Iteration 46Q: 3 clusters Score -201274.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -201275.562500 Penalty: 2617.822998
	Iteration 47Q: 3 clusters Score -201275.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -201276.187500 Penalty: 2617.822998
	Iteration 48Q: 3 clusters Score -201276.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -201276.625000 Penalty: 2617.822998
	Iteration 49Q: 3 clusters Score -201276.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -201276.578125 Penalty: 2617.822998
	Iteration 50Q: 3 clusters Score -201276.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -201276.578125 Penalty: 2617.822998
	Iteration 51F: 3 clusters Score -201276.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Entering Unmasked Estep 
Score: -348643.500000 Penalty: 1416.596802
	Iteration 0F: 2 clusters Score -348643.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -343979.781250 Penalty: 2833.193604
	Iteration 0F: 3 clusters Score -343979.8 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -345420.343750 Penalty: 2833.193604
	Iteration 1F: 3 clusters Score -345420.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -345703.031250 Penalty: 2833.193604
	Iteration 2F: 3 clusters Score -345703 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -346009.968750 Penalty: 2833.193604
	Iteration 3F: 3 clusters Score -346010 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -346411.781250 Penalty: 2833.193604
	Iteration 4F: 3 clusters Score -346411.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -346946.375000 Penalty: 2833.193604
	Iteration 5F: 3 clusters Score -346946.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -347475.281250 Penalty: 2833.193604
	Iteration 6F: 3 clusters Score -347475.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -347917.500000 Penalty: 2833.193604
	Iteration 7F: 3 clusters Score -347917.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -348206.031250 Penalty: 2833.193604
	Iteration 8F: 3 clusters Score -348206 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -348338.281250 Penalty: 2833.193604
	Iteration 9Q: 3 clusters Score -348338.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -348397.343750 Penalty: 2833.193604
	Iteration 10Q: 3 clusters Score -348397.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -348416.343750 Penalty: 2833.193604
	Iteration 11Q: 3 clusters Score -348416.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -348421.531250 Penalty: 2833.193604
	Iteration 12Q: 3 clusters Score -348421.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -348423.687500 Penalty: 2833.193604
	Iteration 13Q: 3 clusters Score -348423.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -348425.937500 Penalty: 2833.193604
	Iteration 14Q: 3 clusters Score -348425.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -348426.625000 Penalty: 2833.193604
	Iteration 15Q: 3 clusters Score -348426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -348427.281250 Penalty: 2833.193604
	Iteration 16Q: 3 clusters Score -348427.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -348429.187500 Penalty: 2833.193604
	Iteration 17Q: 3 clusters Score -348429.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -348428.781250 Penalty: 2833.193604
	Iteration 18Q: 3 clusters Score -348428.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -348428.781250 Penalty: 2833.193604
	Iteration 19F: 3 clusters Score -348428.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Entering Unmasked Estep 
Score: -1292299.625000 Penalty: 1609.625244
	Iteration 0F: 2 clusters Score -1292300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1278675.625000 Penalty: 3219.250488
	Iteration 0F: 3 clusters Score -1278676 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1283521.125000 Penalty: 3219.250488
	Iteration 1F: 3 clusters Score -1283521 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1283942.000000 Penalty: 3219.250488
	Iteration 2F: 3 clusters Score -1283942 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1284390.750000 Penalty: 3219.250488
	Iteration 3Q: 3 clusters Score -1284391 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1284969.750000 Penalty: 3219.250488
	Iteration 4F: 3 clusters Score -1284970 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1285701.250000 Penalty: 3219.250488
	Iteration 5F: 3 clusters Score -1285701 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1286607.750000 Penalty: 3219.250488
	Iteration 6F: 3 clusters Score -1286608 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1287631.500000 Penalty: 3219.250488
	Iteration 7F: 3 clusters Score -1287632 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1288547.500000 Penalty: 3219.250488
	Iteration 8F: 3 clusters Score -1288548 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1289084.000000 Penalty: 3219.250488
	Iteration 9Q: 3 clusters Score -1289084 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1289353.625000 Penalty: 3219.250488
	Iteration 10Q: 3 clusters Score -1289354 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1289496.375000 Penalty: 3219.250488
	Iteration 11Q: 3 clusters Score -1289496 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1289613.625000 Penalty: 3219.250488
	Iteration 12Q: 3 clusters Score -1289614 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1289737.375000 Penalty: 3219.250488
	Iteration 13Q: 3 clusters Score -1289737 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1289840.125000 Penalty: 3219.250488
	Iteration 14Q: 3 clusters Score -1289840 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1289913.000000 Penalty: 3219.250488
	Iteration 15Q: 3 clusters Score -1289913 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1289984.375000 Penalty: 3219.250488
	Iteration 16Q: 3 clusters Score -1289984 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1290029.625000 Penalty: 3219.250488
	Iteration 17Q: 3 clusters Score -1290030 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1290074.875000 Penalty: 3219.250488
	Iteration 18Q: 3 clusters Score -1290075 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1290112.250000 Penalty: 3219.250488
	Iteration 19Q: 3 clusters Score -1290112 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1290153.750000 Penalty: 3219.250488
	Iteration 20F: 3 clusters Score -1290154 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1290189.250000 Penalty: 3219.250488
	Iteration 21Q: 3 clusters Score -1290189 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1290222.375000 Penalty: 3219.250488
	Iteration 22Q: 3 clusters Score -1290222 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1290243.000000 Penalty: 3219.250488
	Iteration 23Q: 3 clusters Score -1290243 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1290268.000000 Penalty: 3219.250488
	Iteration 24Q: 3 clusters Score -1290268 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1290301.500000 Penalty: 3219.250488
	Iteration 25Q: 3 clusters Score -1290302 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1290333.875000 Penalty: 3219.250488
	Iteration 26Q: 3 clusters Score -1290334 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1290369.000000 Penalty: 3219.250488
	Iteration 27Q: 3 clusters Score -1290369 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1290401.500000 Penalty: 3219.250488
	Iteration 28Q: 3 clusters Score -1290402 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1290415.250000 Penalty: 3219.250488
	Iteration 29Q: 3 clusters Score -1290415 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1290432.375000 Penalty: 3219.250488
	Iteration 30Q: 3 clusters Score -1290432 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -1290451.250000 Penalty: 3219.250488
	Iteration 31Q: 3 clusters Score -1290451 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1290473.125000 Penalty: 3219.250488
	Iteration 32Q: 3 clusters Score -1290473 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1290502.625000 Penalty: 3219.250488
	Iteration 33Q: 3 clusters Score -1290503 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1290525.000000 Penalty: 3219.250488
	Iteration 34Q: 3 clusters Score -1290525 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1290552.625000 Penalty: 3219.250488
	Iteration 35Q: 3 clusters Score -1290553 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -1290585.000000 Penalty: 3219.250488
	Iteration 36Q: 3 clusters Score -1290585 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1290610.500000 Penalty: 3219.250488
	Iteration 37Q: 3 clusters Score -1290610 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -1290637.875000 Penalty: 3219.250488
	Iteration 38Q: 3 clusters Score -1290638 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1290663.250000 Penalty: 3219.250488
	Iteration 39Q: 3 clusters Score -1290663 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -1290692.000000 Penalty: 3219.250488
	Iteration 40F: 3 clusters Score -1290692 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1290705.000000 Penalty: 3219.250488
	Iteration 41Q: 3 clusters Score -1290705 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -1290729.875000 Penalty: 3219.250488
	Iteration 42Q: 3 clusters Score -1290730 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -1290754.875000 Penalty: 3219.250488
	Iteration 43Q: 3 clusters Score -1290755 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -1290766.625000 Penalty: 3219.250488
	Iteration 44Q: 3 clusters Score -1290767 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -1290780.375000 Penalty: 3219.250488
	Iteration 45Q: 3 clusters Score -1290780 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -1290794.000000 Penalty: 3219.250488
	Iteration 46Q: 3 clusters Score -1290794 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -1290812.750000 Penalty: 3219.250488
	Iteration 47Q: 3 clusters Score -1290813 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1290833.875000 Penalty: 3219.250488
	Iteration 48Q: 3 clusters Score -1290834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -1290843.875000 Penalty: 3219.250488
	Iteration 49Q: 3 clusters Score -1290844 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -1290851.875000 Penalty: 3219.250488
	Iteration 50Q: 3 clusters Score -1290852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -1290863.625000 Penalty: 3219.250488
	Iteration 51Q: 3 clusters Score -1290864 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -1290873.250000 Penalty: 3219.250488
	Iteration 52Q: 3 clusters Score -1290873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -1290885.250000 Penalty: 3219.250488
	Iteration 53Q: 3 clusters Score -1290885 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -1290889.500000 Penalty: 3219.250488
	Iteration 54Q: 3 clusters Score -1290890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -1290899.250000 Penalty: 3219.250488
	Iteration 55Q: 3 clusters Score -1290899 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1290907.625000 Penalty: 3219.250488
	Iteration 56Q: 3 clusters Score -1290908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1290916.500000 Penalty: 3219.250488
	Iteration 57Q: 3 clusters Score -1290916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -1290928.000000 Penalty: 3219.250488
	Iteration 58Q: 3 clusters Score -1290928 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -1290945.375000 Penalty: 3219.250488
	Iteration 59Q: 3 clusters Score -1290945 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -1290960.125000 Penalty: 3219.250488
	Iteration 60F: 3 clusters Score -1290960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -1290976.125000 Penalty: 3219.250488
	Iteration 61Q: 3 clusters Score -1290976 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -1290997.375000 Penalty: 3219.250488
	Iteration 62Q: 3 clusters Score -1290997 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -1291008.500000 Penalty: 3219.250488
	Iteration 63Q: 3 clusters Score -1291008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -1291016.875000 Penalty: 3219.250488
	Iteration 64Q: 3 clusters Score -1291017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -1291021.000000 Penalty: 3219.250488
	Iteration 65Q: 3 clusters Score -1291021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -1291025.375000 Penalty: 3219.250488
	Iteration 66Q: 3 clusters Score -1291025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -1291031.625000 Penalty: 3219.250488
	Iteration 67Q: 3 clusters Score -1291032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -1291038.500000 Penalty: 3219.250488
	Iteration 68Q: 3 clusters Score -1291038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -1291038.875000 Penalty: 3219.250488
	Iteration 69Q: 3 clusters Score -1291039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -1291040.625000 Penalty: 3219.250488
	Iteration 70Q: 3 clusters Score -1291041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -1291040.000000 Penalty: 3219.250488
	Iteration 71Q: 3 clusters Score -1291040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -1291041.500000 Penalty: 3219.250488
	Iteration 72Q: 3 clusters Score -1291042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -1291040.625000 Penalty: 3219.250488
	Iteration 73Q: 3 clusters Score -1291041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -1291041.125000 Penalty: 3219.250488
	Iteration 74Q: 3 clusters Score -1291041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1291042.625000 Penalty: 3219.250488
	Iteration 75Q: 3 clusters Score -1291043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -1291044.375000 Penalty: 3219.250488
	Iteration 76Q: 3 clusters Score -1291044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -1291045.875000 Penalty: 3219.250488
	Iteration 77Q: 3 clusters Score -1291046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -1291047.625000 Penalty: 3219.250488
	Iteration 78Q: 3 clusters Score -1291048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -1291049.875000 Penalty: 3219.250488
	Iteration 79Q: 3 clusters Score -1291050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1291055.125000 Penalty: 3219.250488
	Iteration 80F: 3 clusters Score -1291055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -1291061.750000 Penalty: 3219.250488
	Iteration 81Q: 3 clusters Score -1291062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -1291064.750000 Penalty: 3219.250488
	Iteration 82Q: 3 clusters Score -1291065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -1291071.250000 Penalty: 3219.250488
	Iteration 83Q: 3 clusters Score -1291071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -1291074.125000 Penalty: 3219.250488
	Iteration 84Q: 3 clusters Score -1291074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -1291084.375000 Penalty: 3219.250488
	Iteration 85Q: 3 clusters Score -1291084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -1291084.500000 Penalty: 3219.250488
	Iteration 86Q: 3 clusters Score -1291084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -1291085.250000 Penalty: 3219.250488
	Iteration 87Q: 3 clusters Score -1291085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -1291088.375000 Penalty: 3219.250488
	Iteration 88Q: 3 clusters Score -1291088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -1291093.125000 Penalty: 3219.250488
	Iteration 89Q: 3 clusters Score -1291093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1291090.625000 Penalty: 3219.250488
	Iteration 90Q: 3 clusters Score -1291091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -1291096.125000 Penalty: 3219.250488
	Iteration 91Q: 3 clusters Score -1291096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -1291096.750000 Penalty: 3219.250488
	Iteration 92Q: 3 clusters Score -1291097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -1291097.000000 Penalty: 3219.250488
	Iteration 93Q: 3 clusters Score -1291097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1291099.500000 Penalty: 3219.250488
	Iteration 94Q: 3 clusters Score -1291100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -1291099.500000 Penalty: 3219.250488
	Iteration 95Q: 3 clusters Score -1291100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -1291100.375000 Penalty: 3219.250488
	Iteration 96Q: 3 clusters Score -1291100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -1291101.125000 Penalty: 3219.250488
	Iteration 97Q: 3 clusters Score -1291101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -1291100.000000 Penalty: 3219.250488
	Iteration 98Q: 3 clusters Score -1291100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -1291101.250000 Penalty: 3219.250488
	Iteration 99Q: 3 clusters Score -1291101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -1291101.875000 Penalty: 3219.250488
	Iteration 100F: 3 clusters Score -1291102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -1291101.375000 Penalty: 3219.250488
	Iteration 101Q: 3 clusters Score -1291101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -1291102.125000 Penalty: 3219.250488
	Iteration 102Q: 3 clusters Score -1291102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -1291102.375000 Penalty: 3219.250488
	Iteration 103Q: 3 clusters Score -1291102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -1291101.875000 Penalty: 3219.250488
	Iteration 104Q: 3 clusters Score -1291102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -1291103.375000 Penalty: 3219.250488
	Iteration 105Q: 3 clusters Score -1291103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -1291104.125000 Penalty: 3219.250488
	Iteration 106Q: 3 clusters Score -1291104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -1291103.750000 Penalty: 3219.250488
	Iteration 107Q: 3 clusters Score -1291104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -1291104.875000 Penalty: 3219.250488
	Iteration 108Q: 3 clusters Score -1291105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -1291106.000000 Penalty: 3219.250488
	Iteration 109Q: 3 clusters Score -1291106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -1291105.875000 Penalty: 3219.250488
	Iteration 110Q: 3 clusters Score -1291106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -1291108.000000 Penalty: 3219.250488
	Iteration 111Q: 3 clusters Score -1291108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -1291108.375000 Penalty: 3219.250488
	Iteration 112Q: 3 clusters Score -1291108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -1291107.250000 Penalty: 3219.250488
	Iteration 113Q: 3 clusters Score -1291107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -1291107.250000 Penalty: 3219.250488
	Iteration 114Q: 3 clusters Score -1291107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -1291106.750000 Penalty: 3219.250488
	Iteration 115Q: 3 clusters Score -1291107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -1291107.250000 Penalty: 3219.250488
	Iteration 116Q: 3 clusters Score -1291107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -1291109.625000 Penalty: 3219.250488
	Iteration 117Q: 3 clusters Score -1291110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -1291110.250000 Penalty: 3219.250488
	Iteration 118Q: 3 clusters Score -1291110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -1291111.125000 Penalty: 3219.250488
	Iteration 119Q: 3 clusters Score -1291111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -1291110.750000 Penalty: 3219.250488
	Iteration 120F: 3 clusters Score -1291111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -1291111.000000 Penalty: 3219.250488
	Iteration 121Q: 3 clusters Score -1291111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -1291111.000000 Penalty: 3219.250488
	Iteration 122F: 3 clusters Score -1291111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (265765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265765 members 
Entering Unmasked Estep 
Score: -16614779.000000 Penalty: 2029.684814
	Iteration 0F: 2 clusters Score -1.661478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133084 members 
Mstep: Class 2 contains 132681 members 
Entering Unmasked Estep 
Score: -16436061.000000 Penalty: 4059.369629
	Iteration 0F: 3 clusters Score -1.643606e+07 nChanged 129230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136590 members 
Mstep: Class 2 contains 129175 members 
Entering Unmasked Estep 
Score: -16512183.000000 Penalty: 4059.369629
	Iteration 1F: 3 clusters Score -1.651218e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138914 members 
Mstep: Class 2 contains 126851 members 
Entering Unmasked Estep 
Score: -16513231.000000 Penalty: 4059.369629
	Iteration 2Q: 3 clusters Score -1.651323e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142722 members 
Mstep: Class 2 contains 123043 members 
Entering Unmasked Estep 
Score: -16514707.000000 Penalty: 4059.369629
	Iteration 3Q: 3 clusters Score -1.651471e+07 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148551 members 
Mstep: Class 2 contains 117214 members 
Entering Unmasked Estep 
Score: -16517385.000000 Penalty: 4059.369629
	Iteration 4Q: 3 clusters Score -1.651738e+07 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157252 members 
Mstep: Class 2 contains 108513 members 
Entering Unmasked Estep 
Score: -16521668.000000 Penalty: 4059.369629
	Iteration 5Q: 3 clusters Score -1.652167e+07 nChanged 13396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170052 members 
Mstep: Class 2 contains 95713 members 
Entering Unmasked Estep 
Score: -16529503.000000 Penalty: 4059.369629
	Iteration 6F: 3 clusters Score -1.65295e+07 nChanged 17782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187626 members 
Mstep: Class 2 contains 78139 members 
Entering Unmasked Estep 
Score: -16542526.000000 Penalty: 4059.369629
	Iteration 7F: 3 clusters Score -1.654253e+07 nChanged 21537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209115 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -16561052.000000 Penalty: 4059.369629
	Iteration 8F: 3 clusters Score -1.656105e+07 nChanged 21756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230865 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -16581165.000000 Penalty: 4059.369629
	Iteration 9F: 3 clusters Score -1.658116e+07 nChanged 17321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248186 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -16597486.000000 Penalty: 4059.369629
	Iteration 10F: 3 clusters Score -1.659749e+07 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258452 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -16606834.000000 Penalty: 4059.369629
	Iteration 11Q: 3 clusters Score -1.660683e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262988 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -16610673.000000 Penalty: 4059.369629
	Iteration 12Q: 3 clusters Score -1.661067e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264668 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -16612116.000000 Penalty: 4059.369629
	Iteration 13Q: 3 clusters Score -1.661212e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265216 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -16612582.000000 Penalty: 4059.369629
	Iteration 14Q: 3 clusters Score -1.661258e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265397 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -16612744.000000 Penalty: 4059.369629
	Iteration 15Q: 3 clusters Score -1.661274e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265464 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -16612829.000000 Penalty: 4059.369629
	Iteration 16Q: 3 clusters Score -1.661283e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265499 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16612890.000000 Penalty: 4059.369629
	Iteration 17Q: 3 clusters Score -1.661289e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265512 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -16612966.000000 Penalty: 4059.369629
	Iteration 18Q: 3 clusters Score -1.661297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265526 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16612976.000000 Penalty: 4059.369629
	Iteration 19Q: 3 clusters Score -1.661298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265534 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -16612995.000000 Penalty: 4059.369629
	Iteration 20F: 3 clusters Score -1.6613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265537 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -16612999.000000 Penalty: 4059.369629
	Iteration 21Q: 3 clusters Score -1.6613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265538 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16613008.000000 Penalty: 4059.369629
	Iteration 22Q: 3 clusters Score -1.661301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265540 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16613009.000000 Penalty: 4059.369629
	Iteration 23Q: 3 clusters Score -1.661301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265541 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16613018.000000 Penalty: 4059.369629
	Iteration 24Q: 3 clusters Score -1.661302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265540 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16613017.000000 Penalty: 4059.369629
	Iteration 25Q: 3 clusters Score -1.661302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265541 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16613016.000000 Penalty: 4059.369629
	Iteration 26Q: 3 clusters Score -1.661302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265541 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16613016.000000 Penalty: 4059.369629
	Iteration 27F: 3 clusters Score -1.661302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Entering Unmasked Estep 
Score: -1290226.625000 Penalty: 1617.970947
	Iteration 0F: 2 clusters Score -1290227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1275960.625000 Penalty: 3235.941895
	Iteration 0F: 3 clusters Score -1275961 nChanged 9507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1281163.500000 Penalty: 3235.941895
	Iteration 1F: 3 clusters Score -1281164 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1281527.500000 Penalty: 3235.941895
	Iteration 2F: 3 clusters Score -1281528 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1281911.125000 Penalty: 3235.941895
	Iteration 3Q: 3 clusters Score -1281911 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1282406.375000 Penalty: 3235.941895
	Iteration 4F: 3 clusters Score -1282406 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1283036.500000 Penalty: 3235.941895
	Iteration 5F: 3 clusters Score -1283036 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1283844.375000 Penalty: 3235.941895
	Iteration 6F: 3 clusters Score -1283844 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1284843.000000 Penalty: 3235.941895
	Iteration 7F: 3 clusters Score -1284843 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1285876.125000 Penalty: 3235.941895
	Iteration 8F: 3 clusters Score -1285876 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1286670.750000 Penalty: 3235.941895
	Iteration 9F: 3 clusters Score -1286671 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1287228.375000 Penalty: 3235.941895
	Iteration 10Q: 3 clusters Score -1287228 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1287706.000000 Penalty: 3235.941895
	Iteration 11Q: 3 clusters Score -1287706 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1288177.125000 Penalty: 3235.941895
	Iteration 12Q: 3 clusters Score -1288177 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1288599.750000 Penalty: 3235.941895
	Iteration 13Q: 3 clusters Score -1288600 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1288831.750000 Penalty: 3235.941895
	Iteration 14Q: 3 clusters Score -1288832 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1288962.500000 Penalty: 3235.941895
	Iteration 15Q: 3 clusters Score -1288962 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -1289040.875000 Penalty: 3235.941895
	Iteration 16Q: 3 clusters Score -1289041 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1289091.500000 Penalty: 3235.941895
	Iteration 17Q: 3 clusters Score -1289092 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1289118.625000 Penalty: 3235.941895
	Iteration 18Q: 3 clusters Score -1289119 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -1289143.000000 Penalty: 3235.941895
	Iteration 19Q: 3 clusters Score -1289143 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1289165.250000 Penalty: 3235.941895
	Iteration 20F: 3 clusters Score -1289165 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1289181.250000 Penalty: 3235.941895
	Iteration 21Q: 3 clusters Score -1289181 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -1289189.125000 Penalty: 3235.941895
	Iteration 22Q: 3 clusters Score -1289189 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -1289194.625000 Penalty: 3235.941895
	Iteration 23Q: 3 clusters Score -1289195 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -1289205.375000 Penalty: 3235.941895
	Iteration 24Q: 3 clusters Score -1289205 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1289212.250000 Penalty: 3235.941895
	Iteration 25Q: 3 clusters Score -1289212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1289211.125000 Penalty: 3235.941895
	Iteration 26Q: 3 clusters Score -1289211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -1289217.250000 Penalty: 3235.941895
	Iteration 27Q: 3 clusters Score -1289217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1289221.125000 Penalty: 3235.941895
	Iteration 28Q: 3 clusters Score -1289221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -1289223.750000 Penalty: 3235.941895
	Iteration 29Q: 3 clusters Score -1289224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1289225.625000 Penalty: 3235.941895
	Iteration 30Q: 3 clusters Score -1289226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1289230.375000 Penalty: 3235.941895
	Iteration 31Q: 3 clusters Score -1289230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -1289236.750000 Penalty: 3235.941895
	Iteration 32Q: 3 clusters Score -1289237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1289236.000000 Penalty: 3235.941895
	Iteration 33Q: 3 clusters Score -1289236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1289236.250000 Penalty: 3235.941895
	Iteration 34Q: 3 clusters Score -1289236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1289235.750000 Penalty: 3235.941895
	Iteration 35Q: 3 clusters Score -1289236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1289238.875000 Penalty: 3235.941895
	Iteration 36Q: 3 clusters Score -1289239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1289243.000000 Penalty: 3235.941895
	Iteration 37Q: 3 clusters Score -1289243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -1289248.625000 Penalty: 3235.941895
	Iteration 38Q: 3 clusters Score -1289249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1289247.375000 Penalty: 3235.941895
	Iteration 39Q: 3 clusters Score -1289247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -1289247.375000 Penalty: 3235.941895
	Iteration 40F: 3 clusters Score -1289247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1289254.375000 Penalty: 3235.941895
	Iteration 41Q: 3 clusters Score -1289254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -1289253.875000 Penalty: 3235.941895
	Iteration 42Q: 3 clusters Score -1289254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1289253.250000 Penalty: 3235.941895
	Iteration 43Q: 3 clusters Score -1289253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -1289258.750000 Penalty: 3235.941895
	Iteration 44Q: 3 clusters Score -1289259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -1289258.500000 Penalty: 3235.941895
	Iteration 45Q: 3 clusters Score -1289258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -1289257.500000 Penalty: 3235.941895
	Iteration 46Q: 3 clusters Score -1289258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1289258.875000 Penalty: 3235.941895
	Iteration 47Q: 3 clusters Score -1289259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -1289259.625000 Penalty: 3235.941895
	Iteration 48Q: 3 clusters Score -1289260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -1289261.250000 Penalty: 3235.941895
	Iteration 49Q: 3 clusters Score -1289261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -1289261.000000 Penalty: 3235.941895
	Iteration 50Q: 3 clusters Score -1289261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -1289267.250000 Penalty: 3235.941895
	Iteration 51Q: 3 clusters Score -1289267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -1289266.375000 Penalty: 3235.941895
	Iteration 52Q: 3 clusters Score -1289266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -1289267.500000 Penalty: 3235.941895
	Iteration 53Q: 3 clusters Score -1289268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1289261.000000 Penalty: 3235.941895
	Iteration 54Q: 3 clusters Score -1289261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -1289262.625000 Penalty: 3235.941895
	Iteration 55Q: 3 clusters Score -1289263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -1289261.125000 Penalty: 3235.941895
	Iteration 56Q: 3 clusters Score -1289261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -1289263.500000 Penalty: 3235.941895
	Iteration 57Q: 3 clusters Score -1289264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -1289265.625000 Penalty: 3235.941895
	Iteration 58Q: 3 clusters Score -1289266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -1289267.250000 Penalty: 3235.941895
	Iteration 59Q: 3 clusters Score -1289267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -1289266.875000 Penalty: 3235.941895
	Iteration 60F: 3 clusters Score -1289267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -1289268.875000 Penalty: 3235.941895
	Iteration 61Q: 3 clusters Score -1289269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -1289271.125000 Penalty: 3235.941895
	Iteration 62Q: 3 clusters Score -1289271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -1289268.875000 Penalty: 3235.941895
	Iteration 63Q: 3 clusters Score -1289269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -1289273.375000 Penalty: 3235.941895
	Iteration 64Q: 3 clusters Score -1289273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1289272.875000 Penalty: 3235.941895
	Iteration 65Q: 3 clusters Score -1289273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -1289273.000000 Penalty: 3235.941895
	Iteration 66Q: 3 clusters Score -1289273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -1289273.625000 Penalty: 3235.941895
	Iteration 67Q: 3 clusters Score -1289274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1289271.875000 Penalty: 3235.941895
	Iteration 68Q: 3 clusters Score -1289272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1289274.250000 Penalty: 3235.941895
	Iteration 69Q: 3 clusters Score -1289274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -1289275.500000 Penalty: 3235.941895
	Iteration 70Q: 3 clusters Score -1289276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -1289276.000000 Penalty: 3235.941895
	Iteration 71Q: 3 clusters Score -1289276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -1289277.125000 Penalty: 3235.941895
	Iteration 72Q: 3 clusters Score -1289277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -1289278.250000 Penalty: 3235.941895
	Iteration 73Q: 3 clusters Score -1289278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -1289278.625000 Penalty: 3235.941895
	Iteration 74Q: 3 clusters Score -1289279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -1289280.000000 Penalty: 3235.941895
	Iteration 75Q: 3 clusters Score -1289280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -1289278.375000 Penalty: 3235.941895
	Iteration 76Q: 3 clusters Score -1289278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -1289279.875000 Penalty: 3235.941895
	Iteration 77Q: 3 clusters Score -1289280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1289283.250000 Penalty: 3235.941895
	Iteration 78Q: 3 clusters Score -1289283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -1289286.750000 Penalty: 3235.941895
	Iteration 79Q: 3 clusters Score -1289287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -1289288.875000 Penalty: 3235.941895
	Iteration 80F: 3 clusters Score -1289289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -1289288.500000 Penalty: 3235.941895
	Iteration 81Q: 3 clusters Score -1289288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -1289288.875000 Penalty: 3235.941895
	Iteration 82Q: 3 clusters Score -1289289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1289292.375000 Penalty: 3235.941895
	Iteration 83Q: 3 clusters Score -1289292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -1289292.375000 Penalty: 3235.941895
	Iteration 84Q: 3 clusters Score -1289292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -1289294.500000 Penalty: 3235.941895
	Iteration 85Q: 3 clusters Score -1289294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1289294.750000 Penalty: 3235.941895
	Iteration 86Q: 3 clusters Score -1289295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -1289296.500000 Penalty: 3235.941895
	Iteration 87Q: 3 clusters Score -1289296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1289298.375000 Penalty: 3235.941895
	Iteration 88Q: 3 clusters Score -1289298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1289298.375000 Penalty: 3235.941895
	Iteration 89F: 3 clusters Score -1289298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (64727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Entering Unmasked Estep 
Score: -4051910.750000 Penalty: 1800.164185
	Iteration 0F: 2 clusters Score -4051911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -4008592.750000 Penalty: 3600.328369
	Iteration 0F: 3 clusters Score -4008593 nChanged 30727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -4026568.500000 Penalty: 3600.328369
	Iteration 1F: 3 clusters Score -4026568 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -4027658.000000 Penalty: 3600.328369
	Iteration 2Q: 3 clusters Score -4027658 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -4029341.750000 Penalty: 3600.328369
	Iteration 3F: 3 clusters Score -4029342 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -4031941.250000 Penalty: 3600.328369
	Iteration 4F: 3 clusters Score -4031941 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -4035791.500000 Penalty: 3600.328369
	Iteration 5F: 3 clusters Score -4035792 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -4040700.500000 Penalty: 3600.328369
	Iteration 6F: 3 clusters Score -4040700 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 58613 members 
Entering Unmasked Estep 
Score: -4045016.000000 Penalty: 3600.328369
	Iteration 7F: 3 clusters Score -4045016 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 61595 members 
Entering Unmasked Estep 
Score: -4047784.750000 Penalty: 3600.328369
	Iteration 8Q: 3 clusters Score -4047785 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 63171 members 
Entering Unmasked Estep 
Score: -4049189.500000 Penalty: 3600.328369
	Iteration 9Q: 3 clusters Score -4049190 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 63887 members 
Entering Unmasked Estep 
Score: -4049836.500000 Penalty: 3600.328369
	Iteration 10Q: 3 clusters Score -4049836 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -4050122.250000 Penalty: 3600.328369
	Iteration 11Q: 3 clusters Score -4050122 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 64302 members 
Entering Unmasked Estep 
Score: -4050225.250000 Penalty: 3600.328369
	Iteration 12Q: 3 clusters Score -4050225 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -4050278.000000 Penalty: 3600.328369
	Iteration 13Q: 3 clusters Score -4050278 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 64396 members 
Entering Unmasked Estep 
Score: -4050314.250000 Penalty: 3600.328369
	Iteration 14Q: 3 clusters Score -4050314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 64410 members 
Entering Unmasked Estep 
Score: -4050344.250000 Penalty: 3600.328369
	Iteration 15Q: 3 clusters Score -4050344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -4050360.250000 Penalty: 3600.328369
	Iteration 16Q: 3 clusters Score -4050360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 64422 members 
Entering Unmasked Estep 
Score: -4050363.000000 Penalty: 3600.328369
	Iteration 17Q: 3 clusters Score -4050363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 64430 members 
Entering Unmasked Estep 
Score: -4050372.750000 Penalty: 3600.328369
	Iteration 18Q: 3 clusters Score -4050373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 64431 members 
Entering Unmasked Estep 
Score: -4050374.000000 Penalty: 3600.328369
	Iteration 19Q: 3 clusters Score -4050374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 64431 members 
Entering Unmasked Estep 
Score: -4050374.000000 Penalty: 3600.328369
	Iteration 20F: 3 clusters Score -4050374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Entering Unmasked Estep 
Score: -1384517.500000 Penalty: 1622.962402
	Iteration 0F: 2 clusters Score -1384518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1369774.875000 Penalty: 3245.924805
	Iteration 0F: 3 clusters Score -1369775 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1375249.875000 Penalty: 3245.924805
	Iteration 1F: 3 clusters Score -1375250 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1375843.625000 Penalty: 3245.924805
	Iteration 2F: 3 clusters Score -1375844 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1376716.000000 Penalty: 3245.924805
	Iteration 3F: 3 clusters Score -1376716 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1377900.500000 Penalty: 3245.924805
	Iteration 4F: 3 clusters Score -1377900 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1379319.375000 Penalty: 3245.924805
	Iteration 5F: 3 clusters Score -1379319 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1380686.250000 Penalty: 3245.924805
	Iteration 6F: 3 clusters Score -1380686 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -1381809.625000 Penalty: 3245.924805
	Iteration 7F: 3 clusters Score -1381810 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -1382638.750000 Penalty: 3245.924805
	Iteration 8F: 3 clusters Score -1382639 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1383277.250000 Penalty: 3245.924805
	Iteration 9Q: 3 clusters Score -1383277 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -1383699.375000 Penalty: 3245.924805
	Iteration 10Q: 3 clusters Score -1383699 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -1384017.750000 Penalty: 3245.924805
	Iteration 11Q: 3 clusters Score -1384018 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -1384229.250000 Penalty: 3245.924805
	Iteration 12Q: 3 clusters Score -1384229 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -1384364.000000 Penalty: 3245.924805
	Iteration 13Q: 3 clusters Score -1384364 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -1384433.375000 Penalty: 3245.924805
	Iteration 14Q: 3 clusters Score -1384433 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -1384479.500000 Penalty: 3245.924805
	Iteration 15Q: 3 clusters Score -1384480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -1384505.875000 Penalty: 3245.924805
	Iteration 16Q: 3 clusters Score -1384506 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -1384523.625000 Penalty: 3245.924805
	Iteration 17Q: 3 clusters Score -1384524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -1384533.875000 Penalty: 3245.924805
	Iteration 18Q: 3 clusters Score -1384534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -1384543.375000 Penalty: 3245.924805
	Iteration 19Q: 3 clusters Score -1384543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -1384550.000000 Penalty: 3245.924805
	Iteration 20F: 3 clusters Score -1384550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -1384553.750000 Penalty: 3245.924805
	Iteration 21Q: 3 clusters Score -1384554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -1384551.750000 Penalty: 3245.924805
	Iteration 22Q: 3 clusters Score -1384552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -1384562.750000 Penalty: 3245.924805
	Iteration 23Q: 3 clusters Score -1384563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -1384568.375000 Penalty: 3245.924805
	Iteration 24Q: 3 clusters Score -1384568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -1384579.250000 Penalty: 3245.924805
	Iteration 25Q: 3 clusters Score -1384579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -1384579.625000 Penalty: 3245.924805
	Iteration 26Q: 3 clusters Score -1384580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -1384581.625000 Penalty: 3245.924805
	Iteration 27Q: 3 clusters Score -1384582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -1384583.375000 Penalty: 3245.924805
	Iteration 28Q: 3 clusters Score -1384583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -1384582.500000 Penalty: 3245.924805
	Iteration 29Q: 3 clusters Score -1384582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -1384584.625000 Penalty: 3245.924805
	Iteration 30Q: 3 clusters Score -1384585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -1384586.375000 Penalty: 3245.924805
	Iteration 31Q: 3 clusters Score -1384586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -1384586.500000 Penalty: 3245.924805
	Iteration 32Q: 3 clusters Score -1384586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -1384588.875000 Penalty: 3245.924805
	Iteration 33Q: 3 clusters Score -1384589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -1384589.250000 Penalty: 3245.924805
	Iteration 34Q: 3 clusters Score -1384589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -1384588.125000 Penalty: 3245.924805
	Iteration 35Q: 3 clusters Score -1384588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -1384589.875000 Penalty: 3245.924805
	Iteration 36Q: 3 clusters Score -1384590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -1384590.375000 Penalty: 3245.924805
	Iteration 37Q: 3 clusters Score -1384590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -1384592.625000 Penalty: 3245.924805
	Iteration 38Q: 3 clusters Score -1384593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -1384590.750000 Penalty: 3245.924805
	Iteration 39Q: 3 clusters Score -1384591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -1384591.625000 Penalty: 3245.924805
	Iteration 40F: 3 clusters Score -1384592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 100964 members 
Mstep: Class 2 contains 1387 members 
Mstep: Class 3 contains 3838 members 
Mstep: Class 4 contains 2027 members 
Mstep: Class 5 contains 7731 members 
Mstep: Class 6 contains 150230 members 
Mstep: Class 7 contains 3149 members 
Mstep: Class 8 contains 6109 members 
Mstep: Class 9 contains 20038 members 
Mstep: Class 10 contains 20883 members 
Mstep: Class 11 contains 265765 members 
Mstep: Class 16 contains 21094 members 
Mstep: Class 18 contains 64727 members 
Mstep: Class 21 contains 869 members 
Mstep: Class 23 contains 13880 members 
Entering Unmasked Estep 
Score: -41764320.000000 Penalty: 32744.896484
Splitting cluster 21 changes total score from -41764860.000000 to -41764320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (13880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Entering Unmasked Estep 
Score: -882477.937500 Penalty: 1549.958130
	Iteration 0F: 2 clusters Score -882477.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -872777.062500 Penalty: 3099.916260
	Iteration 0F: 3 clusters Score -872777.1 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -876155.437500 Penalty: 3099.916260
	Iteration 1F: 3 clusters Score -876155.4 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -876572.312500 Penalty: 3099.916260
	Iteration 2F: 3 clusters Score -876572.3 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -877128.625000 Penalty: 3099.916260
	Iteration 3F: 3 clusters Score -877128.6 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -877736.937500 Penalty: 3099.916260
	Iteration 4F: 3 clusters Score -877736.9 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -878421.937500 Penalty: 3099.916260
	Iteration 5F: 3 clusters Score -878421.9 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -879245.437500 Penalty: 3099.916260
	Iteration 6F: 3 clusters Score -879245.4 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -880113.125000 Penalty: 3099.916260
	Iteration 7F: 3 clusters Score -880113.1 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -880945.312500 Penalty: 3099.916260
	Iteration 8F: 3 clusters Score -880945.3 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -881563.437500 Penalty: 3099.916260
	Iteration 9Q: 3 clusters Score -881563.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -881925.125000 Penalty: 3099.916260
	Iteration 10Q: 3 clusters Score -881925.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -882132.062500 Penalty: 3099.916260
	Iteration 11Q: 3 clusters Score -882132.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -882227.312500 Penalty: 3099.916260
	Iteration 12Q: 3 clusters Score -882227.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -882268.875000 Penalty: 3099.916260
	Iteration 13Q: 3 clusters Score -882268.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -882302.625000 Penalty: 3099.916260
	Iteration 14Q: 3 clusters Score -882302.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -882325.125000 Penalty: 3099.916260
	Iteration 15Q: 3 clusters Score -882325.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -882350.375000 Penalty: 3099.916260
	Iteration 16Q: 3 clusters Score -882350.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -882365.000000 Penalty: 3099.916260
	Iteration 17Q: 3 clusters Score -882365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -882379.875000 Penalty: 3099.916260
	Iteration 18Q: 3 clusters Score -882379.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -882391.875000 Penalty: 3099.916260
	Iteration 19Q: 3 clusters Score -882391.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -882401.000000 Penalty: 3099.916260
	Iteration 20F: 3 clusters Score -882401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -882413.687500 Penalty: 3099.916260
	Iteration 21Q: 3 clusters Score -882413.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -882417.875000 Penalty: 3099.916260
	Iteration 22Q: 3 clusters Score -882417.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -882426.875000 Penalty: 3099.916260
	Iteration 23Q: 3 clusters Score -882426.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -882431.125000 Penalty: 3099.916260
	Iteration 24Q: 3 clusters Score -882431.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -882438.000000 Penalty: 3099.916260
	Iteration 25Q: 3 clusters Score -882438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -882440.375000 Penalty: 3099.916260
	Iteration 26Q: 3 clusters Score -882440.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -882442.750000 Penalty: 3099.916260
	Iteration 27Q: 3 clusters Score -882442.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -882445.750000 Penalty: 3099.916260
	Iteration 28Q: 3 clusters Score -882445.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -882445.625000 Penalty: 3099.916260
	Iteration 29Q: 3 clusters Score -882445.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -882447.187500 Penalty: 3099.916260
	Iteration 30Q: 3 clusters Score -882447.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -882449.250000 Penalty: 3099.916260
	Iteration 31Q: 3 clusters Score -882449.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -882449.875000 Penalty: 3099.916260
	Iteration 32Q: 3 clusters Score -882449.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -882449.750000 Penalty: 3099.916260
	Iteration 33Q: 3 clusters Score -882449.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -882449.875000 Penalty: 3099.916260
	Iteration 34Q: 3 clusters Score -882449.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -882451.937500 Penalty: 3099.916260
	Iteration 35Q: 3 clusters Score -882451.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -882453.625000 Penalty: 3099.916260
	Iteration 36Q: 3 clusters Score -882453.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -882452.875000 Penalty: 3099.916260
	Iteration 37Q: 3 clusters Score -882452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -882452.875000 Penalty: 3099.916260
	Iteration 38F: 3 clusters Score -882452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 100964 members 
Mstep: Class 2 contains 1387 members 
Mstep: Class 3 contains 3838 members 
Mstep: Class 4 contains 2027 members 
Mstep: Class 5 contains 7731 members 
Mstep: Class 6 contains 150230 members 
Mstep: Class 7 contains 3149 members 
Mstep: Class 8 contains 6109 members 
Mstep: Class 9 contains 20038 members 
Mstep: Class 11 contains 265765 members 
Mstep: Class 16 contains 21094 members 
Mstep: Class 18 contains 64727 members 
Mstep: Class 21 contains 21752 members 
Mstep: Class 23 contains 13880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764916.000000 Penalty: 30561.902344
Iteration 239Q: 15 clusters Score -4.176492e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 100725 members 
Mstep: Class 2 contains 1395 members 
Mstep: Class 3 contains 3832 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 7732 members 
Mstep: Class 6 contains 150194 members 
Mstep: Class 7 contains 3149 members 
Mstep: Class 8 contains 6107 members 
Mstep: Class 9 contains 20002 members 
Mstep: Class 11 contains 266149 members 
Mstep: Class 16 contains 21091 members 
Mstep: Class 18 contains 64684 members 
Mstep: Class 21 contains 21745 members 
Mstep: Class 23 contains 13879 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 240F: 15 clusters Score -4.176495e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 100486 members 
Mstep: Class 2 contains 1401 members 
Mstep: Class 3 contains 3831 members 
Mstep: Class 4 contains 1988 members 
Mstep: Class 5 contains 7733 members 
Mstep: Class 6 contains 150163 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 6104 members 
Mstep: Class 9 contains 19964 members 
Mstep: Class 11 contains 266536 members 
Mstep: Class 16 contains 21090 members 
Mstep: Class 18 contains 64643 members 
Mstep: Class 21 contains 21735 members 
Mstep: Class 23 contains 13872 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 15 clusters Score -4.176494e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 100247 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 3829 members 
Mstep: Class 4 contains 1976 members 
Mstep: Class 5 contains 7734 members 
Mstep: Class 6 contains 150128 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 8 contains 6104 members 
Mstep: Class 9 contains 19916 members 
Mstep: Class 11 contains 266956 members 
Mstep: Class 16 contains 21088 members 
Mstep: Class 18 contains 64585 members 
Mstep: Class 21 contains 21722 members 
Mstep: Class 23 contains 13863 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 15 clusters Score -4.176496e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 99987 members 
Mstep: Class 2 contains 1396 members 
Mstep: Class 3 contains 3826 members 
Mstep: Class 4 contains 1965 members 
Mstep: Class 5 contains 7734 members 
Mstep: Class 6 contains 150083 members 
Mstep: Class 7 contains 3138 members 
Mstep: Class 8 contains 6101 members 
Mstep: Class 9 contains 19878 members 
Mstep: Class 11 contains 267399 members 
Mstep: Class 16 contains 21081 members 
Mstep: Class 18 contains 64541 members 
Mstep: Class 21 contains 21701 members 
Mstep: Class 23 contains 13861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765000.000000 Penalty: 30561.902344
Iteration 243Q: 15 clusters Score -4.1765e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 99732 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 3821 members 
Mstep: Class 4 contains 1950 members 
Mstep: Class 5 contains 7734 members 
Mstep: Class 6 contains 150045 members 
Mstep: Class 7 contains 3134 members 
Mstep: Class 8 contains 6102 members 
Mstep: Class 9 contains 19840 members 
Mstep: Class 11 contains 267835 members 
Mstep: Class 16 contains 21077 members 
Mstep: Class 18 contains 64496 members 
Mstep: Class 21 contains 21678 members 
Mstep: Class 23 contains 13858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41764948.000000 Penalty: 30561.902344
Iteration 244Q: 15 clusters Score -4.176495e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 99475 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 3817 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 7733 members 
Mstep: Class 6 contains 149990 members 
Mstep: Class 7 contains 3130 members 
Mstep: Class 8 contains 6101 members 
Mstep: Class 9 contains 19804 members 
Mstep: Class 11 contains 268273 members 
Mstep: Class 16 contains 21077 members 
Mstep: Class 18 contains 64453 members 
Mstep: Class 21 contains 21662 members 
Mstep: Class 23 contains 13855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765000.000000 Penalty: 30561.902344
Iteration 245Q: 15 clusters Score -4.1765e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 99239 members 
Mstep: Class 2 contains 1372 members 
Mstep: Class 3 contains 3809 members 
Mstep: Class 4 contains 1927 members 
Mstep: Class 5 contains 7733 members 
Mstep: Class 6 contains 149928 members 
Mstep: Class 7 contains 3124 members 
Mstep: Class 8 contains 6101 members 
Mstep: Class 9 contains 19775 members 
Mstep: Class 11 contains 268710 members 
Mstep: Class 16 contains 21077 members 
Mstep: Class 18 contains 64408 members 
Mstep: Class 21 contains 21643 members 
Mstep: Class 23 contains 13845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765056.000000 Penalty: 30561.902344
Iteration 246Q: 15 clusters Score -4.176506e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 98977 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 3805 members 
Mstep: Class 4 contains 1915 members 
Mstep: Class 5 contains 7734 members 
Mstep: Class 6 contains 149865 members 
Mstep: Class 7 contains 3119 members 
Mstep: Class 8 contains 6099 members 
Mstep: Class 9 contains 19737 members 
Mstep: Class 11 contains 269187 members 
Mstep: Class 16 contains 21078 members 
Mstep: Class 18 contains 64347 members 
Mstep: Class 21 contains 21624 members 
Mstep: Class 23 contains 13840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765004.000000 Penalty: 30561.902344
Iteration 247Q: 15 clusters Score -4.1765e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 98736 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 3795 members 
Mstep: Class 4 contains 1898 members 
Mstep: Class 5 contains 7735 members 
Mstep: Class 6 contains 149788 members 
Mstep: Class 7 contains 3114 members 
Mstep: Class 8 contains 6098 members 
Mstep: Class 9 contains 19708 members 
Mstep: Class 11 contains 269636 members 
Mstep: Class 16 contains 21084 members 
Mstep: Class 18 contains 64294 members 
Mstep: Class 21 contains 21602 members 
Mstep: Class 23 contains 13840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765064.000000 Penalty: 30561.902344
Iteration 248Q: 15 clusters Score -4.176506e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 98497 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 3784 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 7735 members 
Mstep: Class 6 contains 149725 members 
Mstep: Class 7 contains 3114 members 
Mstep: Class 8 contains 6098 members 
Mstep: Class 9 contains 19670 members 
Mstep: Class 11 contains 270081 members 
Mstep: Class 16 contains 21084 members 
Mstep: Class 18 contains 64240 members 
Mstep: Class 21 contains 21587 members 
Mstep: Class 23 contains 13833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765032.000000 Penalty: 30561.902344
Iteration 249Q: 15 clusters Score -4.176503e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 98278 members 
Mstep: Class 2 contains 1365 members 
Mstep: Class 3 contains 3777 members 
Mstep: Class 4 contains 1863 members 
Mstep: Class 5 contains 7735 members 
Mstep: Class 6 contains 149660 members 
Mstep: Class 7 contains 3112 members 
Mstep: Class 8 contains 6098 members 
Mstep: Class 9 contains 19631 members 
Mstep: Class 11 contains 270499 members 
Mstep: Class 16 contains 21084 members 
Mstep: Class 18 contains 64187 members 
Mstep: Class 21 contains 21570 members 
Mstep: Class 23 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765104.000000 Penalty: 30561.902344
Iteration 250Q: 15 clusters Score -4.17651e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 98041 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 1855 members 
Mstep: Class 5 contains 7736 members 
Mstep: Class 6 contains 149588 members 
Mstep: Class 7 contains 3111 members 
Mstep: Class 8 contains 6097 members 
Mstep: Class 9 contains 19594 members 
Mstep: Class 11 contains 270927 members 
Mstep: Class 16 contains 21090 members 
Mstep: Class 18 contains 64136 members 
Mstep: Class 21 contains 21552 members 
Mstep: Class 23 contains 13826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765032.000000 Penalty: 30561.902344
Iteration 251Q: 15 clusters Score -4.176503e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 97829 members 
Mstep: Class 2 contains 1357 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 1843 members 
Mstep: Class 5 contains 7737 members 
Mstep: Class 6 contains 149518 members 
Mstep: Class 7 contains 3111 members 
Mstep: Class 8 contains 6096 members 
Mstep: Class 9 contains 19554 members 
Mstep: Class 11 contains 271347 members 
Mstep: Class 16 contains 21087 members 
Mstep: Class 18 contains 64088 members 
Mstep: Class 21 contains 21533 members 
Mstep: Class 23 contains 13820 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 252Q: 15 clusters Score -4.1765e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 97616 members 
Mstep: Class 2 contains 1355 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 1833 members 
Mstep: Class 5 contains 7736 members 
Mstep: Class 6 contains 149460 members 
Mstep: Class 7 contains 3110 members 
Mstep: Class 8 contains 6095 members 
Mstep: Class 9 contains 19518 members 
Mstep: Class 11 contains 271743 members 
Mstep: Class 16 contains 21091 members 
Mstep: Class 18 contains 64043 members 
Mstep: Class 21 contains 21510 members 
Mstep: Class 23 contains 13810 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 253Q: 15 clusters Score -4.176497e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 97422 members 
Mstep: Class 2 contains 1344 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 1817 members 
Mstep: Class 5 contains 7736 members 
Mstep: Class 6 contains 149386 members 
Mstep: Class 7 contains 3108 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 19491 members 
Mstep: Class 11 contains 272137 members 
Mstep: Class 16 contains 21090 members 
Mstep: Class 18 contains 64002 members 
Mstep: Class 21 contains 21488 members 
Mstep: Class 23 contains 13809 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 254Q: 15 clusters Score -4.176482e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 97235 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 3764 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 7736 members 
Mstep: Class 6 contains 149315 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 6088 members 
Mstep: Class 9 contains 19468 members 
Mstep: Class 11 contains 272521 members 
Mstep: Class 16 contains 21094 members 
Mstep: Class 18 contains 63953 members 
Mstep: Class 21 contains 21465 members 
Mstep: Class 23 contains 13803 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 255Q: 15 clusters Score -4.176488e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 97063 members 
Mstep: Class 2 contains 1329 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 7737 members 
Mstep: Class 6 contains 149234 members 
Mstep: Class 7 contains 3105 members 
Mstep: Class 8 contains 6081 members 
Mstep: Class 9 contains 19443 members 
Mstep: Class 11 contains 272882 members 
Mstep: Class 16 contains 21101 members 
Mstep: Class 18 contains 63908 members 
Mstep: Class 21 contains 21454 members 
Mstep: Class 23 contains 13802 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 256Q: 15 clusters Score -4.176487e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 96890 members 
Mstep: Class 2 contains 1324 members 
Mstep: Class 3 contains 3757 members 
Mstep: Class 4 contains 1782 members 
Mstep: Class 5 contains 7735 members 
Mstep: Class 6 contains 149151 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 6077 members 
Mstep: Class 9 contains 19413 members 
Mstep: Class 11 contains 273252 members 
Mstep: Class 16 contains 21103 members 
Mstep: Class 18 contains 63871 members 
Mstep: Class 21 contains 21432 members 
Mstep: Class 23 contains 13800 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 257Q: 15 clusters Score -4.176492e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 96721 members 
Mstep: Class 2 contains 1317 members 
Mstep: Class 3 contains 3754 members 
Mstep: Class 4 contains 1772 members 
Mstep: Class 5 contains 7734 members 
Mstep: Class 6 contains 149069 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 6073 members 
Mstep: Class 9 contains 19386 members 
Mstep: Class 11 contains 273615 members 
Mstep: Class 16 contains 21100 members 
Mstep: Class 18 contains 63839 members 
Mstep: Class 21 contains 21407 members 
Mstep: Class 23 contains 13798 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 258Q: 15 clusters Score -4.176502e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 96552 members 
Mstep: Class 2 contains 1312 members 
Mstep: Class 3 contains 3752 members 
Mstep: Class 4 contains 1766 members 
Mstep: Class 5 contains 7735 members 
Mstep: Class 6 contains 148988 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 6071 members 
Mstep: Class 9 contains 19351 members 
Mstep: Class 11 contains 273980 members 
Mstep: Class 16 contains 21095 members 
Mstep: Class 18 contains 63795 members 
Mstep: Class 21 contains 21395 members 
Mstep: Class 23 contains 13793 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 259Q: 15 clusters Score -4.176505e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 96383 members 
Mstep: Class 2 contains 1307 members 
Mstep: Class 3 contains 3751 members 
Mstep: Class 4 contains 1758 members 
Mstep: Class 5 contains 7735 members 
Mstep: Class 6 contains 148914 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 6065 members 
Mstep: Class 9 contains 19326 members 
Mstep: Class 11 contains 274342 members 
Mstep: Class 16 contains 21095 members 
Mstep: Class 18 contains 63741 members 
Mstep: Class 21 contains 21384 members 
Mstep: Class 23 contains 13784 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 260F: 15 clusters Score -4.176512e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 96213 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 3749 members 
Mstep: Class 4 contains 1748 members 
Mstep: Class 5 contains 7736 members 
Mstep: Class 6 contains 148851 members 
Mstep: Class 7 contains 3107 members 
Mstep: Class 8 contains 6064 members 
Mstep: Class 9 contains 19304 members 
Mstep: Class 11 contains 274698 members 
Mstep: Class 16 contains 21090 members 
Mstep: Class 18 contains 63676 members 
Mstep: Class 21 contains 21377 members 
Mstep: Class 23 contains 13773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765084.000000 Penalty: 30561.902344
Iteration 261Q: 15 clusters Score -4.176508e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 96064 members 
Mstep: Class 2 contains 1298 members 
Mstep: Class 3 contains 3743 members 
Mstep: Class 4 contains 1736 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 148792 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 6059 members 
Mstep: Class 9 contains 19292 members 
Mstep: Class 11 contains 275018 members 
Mstep: Class 16 contains 21084 members 
Mstep: Class 18 contains 63617 members 
Mstep: Class 21 contains 21369 members 
Mstep: Class 23 contains 13773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765108.000000 Penalty: 30561.902344
Iteration 262Q: 15 clusters Score -4.176511e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 95938 members 
Mstep: Class 2 contains 1295 members 
Mstep: Class 3 contains 3740 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 7741 members 
Mstep: Class 6 contains 148744 members 
Mstep: Class 7 contains 3103 members 
Mstep: Class 8 contains 6056 members 
Mstep: Class 9 contains 19278 members 
Mstep: Class 11 contains 275302 members 
Mstep: Class 16 contains 21075 members 
Mstep: Class 18 contains 63558 members 
Mstep: Class 21 contains 21361 members 
Mstep: Class 23 contains 13768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765064.000000 Penalty: 30561.902344
Iteration 263Q: 15 clusters Score -4.176506e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 95834 members 
Mstep: Class 2 contains 1292 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 4 contains 1722 members 
Mstep: Class 5 contains 7741 members 
Mstep: Class 6 contains 148700 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 19261 members 
Mstep: Class 11 contains 275556 members 
Mstep: Class 16 contains 21071 members 
Mstep: Class 18 contains 63503 members 
Mstep: Class 21 contains 21357 members 
Mstep: Class 23 contains 13763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765056.000000 Penalty: 30561.902344
Iteration 264Q: 15 clusters Score -4.176506e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 95732 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 3727 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 148658 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 6048 members 
Mstep: Class 9 contains 19245 members 
Mstep: Class 11 contains 275804 members 
Mstep: Class 16 contains 21065 members 
Mstep: Class 18 contains 63456 members 
Mstep: Class 21 contains 21353 members 
Mstep: Class 23 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765128.000000 Penalty: 30561.902344
Iteration 265Q: 15 clusters Score -4.176513e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 95642 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 4 contains 1707 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 148625 members 
Mstep: Class 7 contains 3108 members 
Mstep: Class 8 contains 6046 members 
Mstep: Class 9 contains 19230 members 
Mstep: Class 11 contains 276011 members 
Mstep: Class 16 contains 21058 members 
Mstep: Class 18 contains 63420 members 
Mstep: Class 21 contains 21349 members 
Mstep: Class 23 contains 13746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765140.000000 Penalty: 30561.902344
Iteration 266Q: 15 clusters Score -4.176514e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 95549 members 
Mstep: Class 2 contains 1283 members 
Mstep: Class 3 contains 3712 members 
Mstep: Class 4 contains 1701 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 148584 members 
Mstep: Class 7 contains 3107 members 
Mstep: Class 8 contains 6042 members 
Mstep: Class 9 contains 19213 members 
Mstep: Class 11 contains 276234 members 
Mstep: Class 16 contains 21055 members 
Mstep: Class 18 contains 63393 members 
Mstep: Class 21 contains 21340 members 
Mstep: Class 23 contains 13736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765212.000000 Penalty: 30561.902344
Iteration 267Q: 15 clusters Score -4.176521e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 95466 members 
Mstep: Class 2 contains 1280 members 
Mstep: Class 3 contains 3704 members 
Mstep: Class 4 contains 1693 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 148552 members 
Mstep: Class 7 contains 3105 members 
Mstep: Class 8 contains 6040 members 
Mstep: Class 9 contains 19186 members 
Mstep: Class 11 contains 276451 members 
Mstep: Class 16 contains 21051 members 
Mstep: Class 18 contains 63357 members 
Mstep: Class 21 contains 21334 members 
Mstep: Class 23 contains 13730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765208.000000 Penalty: 30561.902344
Iteration 268Q: 15 clusters Score -4.176521e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 95394 members 
Mstep: Class 2 contains 1278 members 
Mstep: Class 3 contains 3697 members 
Mstep: Class 4 contains 1686 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 148517 members 
Mstep: Class 7 contains 3105 members 
Mstep: Class 8 contains 6039 members 
Mstep: Class 9 contains 19159 members 
Mstep: Class 11 contains 276664 members 
Mstep: Class 16 contains 21043 members 
Mstep: Class 18 contains 63312 members 
Mstep: Class 21 contains 21326 members 
Mstep: Class 23 contains 13729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765204.000000 Penalty: 30561.902344
Iteration 269Q: 15 clusters Score -4.17652e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 95322 members 
Mstep: Class 2 contains 1275 members 
Mstep: Class 3 contains 3691 members 
Mstep: Class 4 contains 1680 members 
Mstep: Class 5 contains 7744 members 
Mstep: Class 6 contains 148472 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 6038 members 
Mstep: Class 9 contains 19133 members 
Mstep: Class 11 contains 276874 members 
Mstep: Class 16 contains 21036 members 
Mstep: Class 18 contains 63273 members 
Mstep: Class 21 contains 21322 members 
Mstep: Class 23 contains 13725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765192.000000 Penalty: 30561.902344
Iteration 270Q: 15 clusters Score -4.176519e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 95248 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 3685 members 
Mstep: Class 4 contains 1674 members 
Mstep: Class 5 contains 7745 members 
Mstep: Class 6 contains 148427 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 6038 members 
Mstep: Class 9 contains 19116 members 
Mstep: Class 11 contains 277076 members 
Mstep: Class 16 contains 21030 members 
Mstep: Class 18 contains 63232 members 
Mstep: Class 21 contains 21318 members 
Mstep: Class 23 contains 13725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765204.000000 Penalty: 30561.902344
Iteration 271Q: 15 clusters Score -4.17652e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 95170 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 1668 members 
Mstep: Class 5 contains 7748 members 
Mstep: Class 6 contains 148384 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 6037 members 
Mstep: Class 9 contains 19101 members 
Mstep: Class 11 contains 277254 members 
Mstep: Class 16 contains 21026 members 
Mstep: Class 18 contains 63205 members 
Mstep: Class 21 contains 21314 members 
Mstep: Class 23 contains 13725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765140.000000 Penalty: 30561.902344
Iteration 272Q: 15 clusters Score -4.176514e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 95094 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 3679 members 
Mstep: Class 4 contains 1661 members 
Mstep: Class 5 contains 7749 members 
Mstep: Class 6 contains 148357 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 6036 members 
Mstep: Class 9 contains 19085 members 
Mstep: Class 11 contains 277434 members 
Mstep: Class 16 contains 21019 members 
Mstep: Class 18 contains 63169 members 
Mstep: Class 21 contains 21308 members 
Mstep: Class 23 contains 13728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765100.000000 Penalty: 30561.902344
Iteration 273Q: 15 clusters Score -4.17651e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 95016 members 
Mstep: Class 2 contains 1258 members 
Mstep: Class 3 contains 3670 members 
Mstep: Class 4 contains 1652 members 
Mstep: Class 5 contains 7753 members 
Mstep: Class 6 contains 148318 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 6036 members 
Mstep: Class 9 contains 19070 members 
Mstep: Class 11 contains 277633 members 
Mstep: Class 16 contains 21016 members 
Mstep: Class 18 contains 63135 members 
Mstep: Class 21 contains 21297 members 
Mstep: Class 23 contains 13731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765100.000000 Penalty: 30561.902344
Iteration 274Q: 15 clusters Score -4.17651e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 94929 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 1643 members 
Mstep: Class 5 contains 7756 members 
Mstep: Class 6 contains 148286 members 
Mstep: Class 7 contains 3106 members 
Mstep: Class 8 contains 6035 members 
Mstep: Class 9 contains 19052 members 
Mstep: Class 11 contains 277844 members 
Mstep: Class 16 contains 21012 members 
Mstep: Class 18 contains 63099 members 
Mstep: Class 21 contains 21289 members 
Mstep: Class 23 contains 13730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2176.574463 but Gain 2182.992188
Score: -41765088.000000 Penalty: 28378.910156
Iteration 275Q: 14 clusters Score -4.176509e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 94939 members 
Mstep: Class 3 contains 3664 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 7759 members 
Mstep: Class 6 contains 148518 members 
Mstep: Class 7 contains 3105 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 19040 members 
Mstep: Class 11 contains 278829 members 
Mstep: Class 16 contains 21008 members 
Mstep: Class 18 contains 63128 members 
Mstep: Class 21 contains 21281 members 
Mstep: Class 23 contains 13726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41766692.000000 Penalty: 28378.910156
Iteration 276Q: 14 clusters Score -4.176669e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 94766 members 
Mstep: Class 3 contains 3664 members 
Mstep: Class 4 contains 1622 members 
Mstep: Class 5 contains 7760 members 
Mstep: Class 6 contains 148359 members 
Mstep: Class 7 contains 3105 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 19011 members 
Mstep: Class 11 contains 279375 members 
Mstep: Class 16 contains 20952 members 
Mstep: Class 18 contains 63029 members 
Mstep: Class 21 contains 21271 members 
Mstep: Class 23 contains 13720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41766764.000000 Penalty: 28378.910156
Iteration 277Q: 14 clusters Score -4.176676e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 94559 members 
Mstep: Class 3 contains 3667 members 
Mstep: Class 4 contains 1613 members 
Mstep: Class 5 contains 7762 members 
Mstep: Class 6 contains 148203 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 18972 members 
Mstep: Class 11 contains 279925 members 
Mstep: Class 16 contains 20922 members 
Mstep: Class 18 contains 62939 members 
Mstep: Class 21 contains 21257 members 
Mstep: Class 23 contains 13719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41766784.000000 Penalty: 28378.910156
Iteration 278Q: 14 clusters Score -4.176678e+07 nChanged 704
Entering ConstructFrom: 
Score: -41766784.000000 Penalty: 28378.910156
Entering ConstructFrom: 
Trying to split cluster 1 (94354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94354 members 
Entering Unmasked Estep 
Score: -5958883.000000 Penalty: 1861.406494
	Iteration 0F: 2 clusters Score -5958883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -5895664.000000 Penalty: 3722.812988
	Iteration 0F: 3 clusters Score -5895664 nChanged 45184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -5922346.000000 Penalty: 3722.812988
	Iteration 1F: 3 clusters Score -5922346 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -5923912.000000 Penalty: 3722.812988
	Iteration 2Q: 3 clusters Score -5923912 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -5926258.000000 Penalty: 3722.812988
	Iteration 3Q: 3 clusters Score -5926258 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -5929884.000000 Penalty: 3722.812988
	Iteration 4F: 3 clusters Score -5929884 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -5935631.000000 Penalty: 3722.812988
	Iteration 5F: 3 clusters Score -5935631 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -5943172.500000 Penalty: 3722.812988
	Iteration 6F: 3 clusters Score -5943172 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -5950069.500000 Penalty: 3722.812988
	Iteration 7F: 3 clusters Score -5950070 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -5954255.000000 Penalty: 3722.812988
	Iteration 8F: 3 clusters Score -5954255 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -5957172.000000 Penalty: 3722.812988
	Iteration 9Q: 3 clusters Score -5957172 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -5959595.000000 Penalty: 3722.812988
	Iteration 10Q: 3 clusters Score -5959595 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 51935 members 
Entering Unmasked Estep 
Score: -5961730.000000 Penalty: 3722.812988
	Iteration 11Q: 3 clusters Score -5961730 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -5963131.000000 Penalty: 3722.812988
	Iteration 12Q: 3 clusters Score -5963131 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -5963938.500000 Penalty: 3722.812988
	Iteration 13Q: 3 clusters Score -5963938 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 56608 members 
Entering Unmasked Estep 
Score: -5964290.500000 Penalty: 3722.812988
	Iteration 14Q: 3 clusters Score -5964290 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -5964550.000000 Penalty: 3722.812988
	Iteration 15Q: 3 clusters Score -5964550 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 58122 members 
Entering Unmasked Estep 
Score: -5964669.000000 Penalty: 3722.812988
	Iteration 16Q: 3 clusters Score -5964669 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 58604 members 
Entering Unmasked Estep 
Score: -5964748.000000 Penalty: 3722.812988
	Iteration 17Q: 3 clusters Score -5964748 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 58967 members 
Entering Unmasked Estep 
Score: -5964799.500000 Penalty: 3722.812988
	Iteration 18Q: 3 clusters Score -5964800 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 59254 members 
Entering Unmasked Estep 
Score: -5964842.500000 Penalty: 3722.812988
	Iteration 19Q: 3 clusters Score -5964842 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -5964865.500000 Penalty: 3722.812988
	Iteration 20F: 3 clusters Score -5964866 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 59660 members 
Entering Unmasked Estep 
Score: -5964872.000000 Penalty: 3722.812988
	Iteration 21Q: 3 clusters Score -5964872 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -5964862.000000 Penalty: 3722.812988
	Iteration 22Q: 3 clusters Score -5964862 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 59873 members 
Entering Unmasked Estep 
Score: -5964880.000000 Penalty: 3722.812988
	Iteration 23Q: 3 clusters Score -5964880 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 59949 members 
Entering Unmasked Estep 
Score: -5964881.500000 Penalty: 3722.812988
	Iteration 24Q: 3 clusters Score -5964882 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -5964893.000000 Penalty: 3722.812988
	Iteration 25Q: 3 clusters Score -5964893 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 60059 members 
Entering Unmasked Estep 
Score: -5964882.500000 Penalty: 3722.812988
	Iteration 26Q: 3 clusters Score -5964882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 60094 members 
Entering Unmasked Estep 
Score: -5964883.500000 Penalty: 3722.812988
	Iteration 27Q: 3 clusters Score -5964884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 60119 members 
Entering Unmasked Estep 
Score: -5964884.000000 Penalty: 3722.812988
	Iteration 28Q: 3 clusters Score -5964884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 60132 members 
Entering Unmasked Estep 
Score: -5964876.500000 Penalty: 3722.812988
	Iteration 29Q: 3 clusters Score -5964876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 60142 members 
Entering Unmasked Estep 
Score: -5964876.500000 Penalty: 3722.812988
	Iteration 30Q: 3 clusters Score -5964876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 60151 members 
Entering Unmasked Estep 
Score: -5964871.500000 Penalty: 3722.812988
	Iteration 31Q: 3 clusters Score -5964872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -5964877.500000 Penalty: 3722.812988
	Iteration 32Q: 3 clusters Score -5964878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -5964876.500000 Penalty: 3722.812988
	Iteration 33Q: 3 clusters Score -5964876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -5964876.500000 Penalty: 3722.812988
	Iteration 34F: 3 clusters Score -5964876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 60164 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 1604 members 
Mstep: Class 5 contains 7766 members 
Mstep: Class 6 contains 148032 members 
Mstep: Class 7 contains 3102 members 
Mstep: Class 8 contains 6046 members 
Mstep: Class 9 contains 18916 members 
Mstep: Class 11 contains 280510 members 
Mstep: Class 16 contains 20880 members 
Mstep: Class 18 contains 62846 members 
Mstep: Class 21 contains 21252 members 
Mstep: Class 23 contains 13720 members 
Entering Unmasked Estep 
Score: -41772448.000000 Penalty: 30561.902344
Splitting cluster 1 changes total score from -41766784.000000 to -41772448.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (3663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Entering Unmasked Estep 
Score: -244487.875000 Penalty: 1333.481079
	Iteration 0F: 2 clusters Score -244487.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -241336.140625 Penalty: 2666.962158
	Iteration 0F: 3 clusters Score -241336.1 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -242123.546875 Penalty: 2666.962158
	Iteration 1F: 3 clusters Score -242123.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -242240.015625 Penalty: 2666.962158
	Iteration 2F: 3 clusters Score -242240 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -242303.015625 Penalty: 2666.962158
	Iteration 3Q: 3 clusters Score -242303 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -242348.937500 Penalty: 2666.962158
	Iteration 4Q: 3 clusters Score -242348.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -242383.484375 Penalty: 2666.962158
	Iteration 5Q: 3 clusters Score -242383.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -242408.687500 Penalty: 2666.962158
	Iteration 6Q: 3 clusters Score -242408.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -242428.343750 Penalty: 2666.962158
	Iteration 7Q: 3 clusters Score -242428.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -242448.125000 Penalty: 2666.962158
	Iteration 8Q: 3 clusters Score -242448.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -242467.671875 Penalty: 2666.962158
	Iteration 9Q: 3 clusters Score -242467.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -242490.562500 Penalty: 2666.962158
	Iteration 10Q: 3 clusters Score -242490.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -242507.703125 Penalty: 2666.962158
	Iteration 11Q: 3 clusters Score -242507.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -242520.640625 Penalty: 2666.962158
	Iteration 12Q: 3 clusters Score -242520.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -242529.312500 Penalty: 2666.962158
	Iteration 13Q: 3 clusters Score -242529.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -242535.609375 Penalty: 2666.962158
	Iteration 14Q: 3 clusters Score -242535.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -242542.062500 Penalty: 2666.962158
	Iteration 15Q: 3 clusters Score -242542.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -242548.312500 Penalty: 2666.962158
	Iteration 16Q: 3 clusters Score -242548.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -242552.343750 Penalty: 2666.962158
	Iteration 17Q: 3 clusters Score -242552.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -242556.609375 Penalty: 2666.962158
	Iteration 18Q: 3 clusters Score -242556.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -242561.796875 Penalty: 2666.962158
	Iteration 19Q: 3 clusters Score -242561.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -242567.171875 Penalty: 2666.962158
	Iteration 20F: 3 clusters Score -242567.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -242573.046875 Penalty: 2666.962158
	Iteration 21Q: 3 clusters Score -242573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -242577.000000 Penalty: 2666.962158
	Iteration 22Q: 3 clusters Score -242577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -242581.453125 Penalty: 2666.962158
	Iteration 23Q: 3 clusters Score -242581.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -242588.062500 Penalty: 2666.962158
	Iteration 24Q: 3 clusters Score -242588.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -242592.359375 Penalty: 2666.962158
	Iteration 25Q: 3 clusters Score -242592.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -242597.984375 Penalty: 2666.962158
	Iteration 26Q: 3 clusters Score -242598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -242601.437500 Penalty: 2666.962158
	Iteration 27Q: 3 clusters Score -242601.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -242604.437500 Penalty: 2666.962158
	Iteration 28Q: 3 clusters Score -242604.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -242609.390625 Penalty: 2666.962158
	Iteration 29Q: 3 clusters Score -242609.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -242613.359375 Penalty: 2666.962158
	Iteration 30Q: 3 clusters Score -242613.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -242616.500000 Penalty: 2666.962158
	Iteration 31Q: 3 clusters Score -242616.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -242620.171875 Penalty: 2666.962158
	Iteration 32Q: 3 clusters Score -242620.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -242624.203125 Penalty: 2666.962158
	Iteration 33Q: 3 clusters Score -242624.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -242630.062500 Penalty: 2666.962158
	Iteration 34Q: 3 clusters Score -242630.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -242636.296875 Penalty: 2666.962158
	Iteration 35Q: 3 clusters Score -242636.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -242641.109375 Penalty: 2666.962158
	Iteration 36Q: 3 clusters Score -242641.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -242644.671875 Penalty: 2666.962158
	Iteration 37Q: 3 clusters Score -242644.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -242646.125000 Penalty: 2666.962158
	Iteration 38Q: 3 clusters Score -242646.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -242646.125000 Penalty: 2666.962158
	Iteration 39F: 3 clusters Score -242646.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Entering Unmasked Estep 
Score: -102506.625000 Penalty: 1199.291504
	Iteration 0F: 2 clusters Score -102506.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -100667.585938 Penalty: 2398.583008
	Iteration 0F: 3 clusters Score -100667.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -101040.398438 Penalty: 2398.583008
	Iteration 1F: 3 clusters Score -101040.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -101133.765625 Penalty: 2398.583008
	Iteration 2F: 3 clusters Score -101133.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -101174.156250 Penalty: 2398.583008
	Iteration 3Q: 3 clusters Score -101174.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -101194.750000 Penalty: 2398.583008
	Iteration 4Q: 3 clusters Score -101194.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -101208.539062 Penalty: 2398.583008
	Iteration 5Q: 3 clusters Score -101208.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -101216.453125 Penalty: 2398.583008
	Iteration 6Q: 3 clusters Score -101216.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -101217.562500 Penalty: 2398.583008
	Iteration 7Q: 3 clusters Score -101217.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -101219.039062 Penalty: 2398.583008
	Iteration 8Q: 3 clusters Score -101219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -101219.500000 Penalty: 2398.583008
	Iteration 9Q: 3 clusters Score -101219.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -101219.500000 Penalty: 2398.583008
	Iteration 10F: 3 clusters Score -101219.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Entering Unmasked Estep 
Score: -491621.937500 Penalty: 1455.595581
	Iteration 0F: 2 clusters Score -491621.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -485892.031250 Penalty: 2911.191162
	Iteration 0F: 3 clusters Score -485892 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -487618.218750 Penalty: 2911.191162
	Iteration 1F: 3 clusters Score -487618.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -487971.531250 Penalty: 2911.191162
	Iteration 2F: 3 clusters Score -487971.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -488361.968750 Penalty: 2911.191162
	Iteration 3F: 3 clusters Score -488362 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -488813.312500 Penalty: 2911.191162
	Iteration 4F: 3 clusters Score -488813.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -489343.156250 Penalty: 2911.191162
	Iteration 5F: 3 clusters Score -489343.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -489837.562500 Penalty: 2911.191162
	Iteration 6F: 3 clusters Score -489837.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -490220.500000 Penalty: 2911.191162
	Iteration 7F: 3 clusters Score -490220.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -490600.250000 Penalty: 2911.191162
	Iteration 8F: 3 clusters Score -490600.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -490936.531250 Penalty: 2911.191162
	Iteration 9Q: 3 clusters Score -490936.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -491165.750000 Penalty: 2911.191162
	Iteration 10Q: 3 clusters Score -491165.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -491283.343750 Penalty: 2911.191162
	Iteration 11Q: 3 clusters Score -491283.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -491328.343750 Penalty: 2911.191162
	Iteration 12Q: 3 clusters Score -491328.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -491349.531250 Penalty: 2911.191162
	Iteration 13Q: 3 clusters Score -491349.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -491357.093750 Penalty: 2911.191162
	Iteration 14Q: 3 clusters Score -491357.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -491360.343750 Penalty: 2911.191162
	Iteration 15Q: 3 clusters Score -491360.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -491360.843750 Penalty: 2911.191162
	Iteration 16Q: 3 clusters Score -491360.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -491363.343750 Penalty: 2911.191162
	Iteration 17Q: 3 clusters Score -491363.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -491363.625000 Penalty: 2911.191162
	Iteration 18Q: 3 clusters Score -491363.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -491365.406250 Penalty: 2911.191162
	Iteration 19Q: 3 clusters Score -491365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -491366.031250 Penalty: 2911.191162
	Iteration 20F: 3 clusters Score -491366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (148032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148032 members 
Entering Unmasked Estep 
Score: -9448663.000000 Penalty: 1934.592407
	Iteration 0F: 2 clusters Score -9448663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73984 members 
Mstep: Class 2 contains 74048 members 
Entering Unmasked Estep 
Score: -9349213.000000 Penalty: 3869.184814
	Iteration 0F: 3 clusters Score -9349213 nChanged 71350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72980 members 
Mstep: Class 2 contains 75052 members 
Entering Unmasked Estep 
Score: -9391039.000000 Penalty: 3869.184814
	Iteration 1F: 3 clusters Score -9391039 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72188 members 
Mstep: Class 2 contains 75844 members 
Entering Unmasked Estep 
Score: -9391956.000000 Penalty: 3869.184814
	Iteration 2Q: 3 clusters Score -9391956 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70862 members 
Mstep: Class 2 contains 77170 members 
Entering Unmasked Estep 
Score: -9393339.000000 Penalty: 3869.184814
	Iteration 3Q: 3 clusters Score -9393339 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68778 members 
Mstep: Class 2 contains 79254 members 
Entering Unmasked Estep 
Score: -9395558.000000 Penalty: 3869.184814
	Iteration 4Q: 3 clusters Score -9395558 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65690 members 
Mstep: Class 2 contains 82342 members 
Entering Unmasked Estep 
Score: -9399130.000000 Penalty: 3869.184814
	Iteration 5Q: 3 clusters Score -9399130 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Mstep: Class 2 contains 86783 members 
Entering Unmasked Estep 
Score: -9405071.000000 Penalty: 3869.184814
	Iteration 6F: 3 clusters Score -9405071 nChanged 10166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 92029 members 
Entering Unmasked Estep 
Score: -9413497.000000 Penalty: 3869.184814
	Iteration 7F: 3 clusters Score -9413497 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 96742 members 
Entering Unmasked Estep 
Score: -9422384.000000 Penalty: 3869.184814
	Iteration 8F: 3 clusters Score -9422384 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 100011 members 
Entering Unmasked Estep 
Score: -9427923.000000 Penalty: 3869.184814
	Iteration 9F: 3 clusters Score -9427923 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 102498 members 
Entering Unmasked Estep 
Score: -9430312.000000 Penalty: 3869.184814
	Iteration 10Q: 3 clusters Score -9430312 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 104862 members 
Entering Unmasked Estep 
Score: -9431642.000000 Penalty: 3869.184814
	Iteration 11Q: 3 clusters Score -9431642 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 107219 members 
Entering Unmasked Estep 
Score: -9432956.000000 Penalty: 3869.184814
	Iteration 12Q: 3 clusters Score -9432956 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 109489 members 
Entering Unmasked Estep 
Score: -9434022.000000 Penalty: 3869.184814
	Iteration 13Q: 3 clusters Score -9434022 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 111737 members 
Entering Unmasked Estep 
Score: -9435087.000000 Penalty: 3869.184814
	Iteration 14Q: 3 clusters Score -9435087 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 113863 members 
Entering Unmasked Estep 
Score: -9436026.000000 Penalty: 3869.184814
	Iteration 15Q: 3 clusters Score -9436026 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 115954 members 
Entering Unmasked Estep 
Score: -9436908.000000 Penalty: 3869.184814
	Iteration 16Q: 3 clusters Score -9436908 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 117893 members 
Entering Unmasked Estep 
Score: -9437615.000000 Penalty: 3869.184814
	Iteration 17Q: 3 clusters Score -9437615 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 119778 members 
Entering Unmasked Estep 
Score: -9438358.000000 Penalty: 3869.184814
	Iteration 18Q: 3 clusters Score -9438358 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 121539 members 
Entering Unmasked Estep 
Score: -9439043.000000 Penalty: 3869.184814
	Iteration 19Q: 3 clusters Score -9439043 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 123140 members 
Entering Unmasked Estep 
Score: -9439534.000000 Penalty: 3869.184814
	Iteration 20F: 3 clusters Score -9439534 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 124738 members 
Entering Unmasked Estep 
Score: -9440089.000000 Penalty: 3869.184814
	Iteration 21Q: 3 clusters Score -9440089 nChanged 1457
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 126193 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9440533 nChanged 1388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 127577 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9440952 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 128941 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9441379 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 130216 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9441772 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 131408 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9442074 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 132566 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9442477 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 133695 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9442825 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 134695 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9443096 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 135679 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9443364 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 136618 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9443698 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 137497 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9444020 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 138342 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9444299 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 139131 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9444543 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 139832 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9444706 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 140501 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9444965 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 141122 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9445166 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 141711 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9445379 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 142246 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9445506 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 142703 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9445670 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 143106 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9445812 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 143475 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9445943 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 143781 members 
Entering Unmasked Estep 
Score: -9446026.000000 Penalty: 3869.184814
	Iteration 43Q: 3 clusters Score -9446026 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 144077 members 
Entering Unmasked Estep 
Score: -9446097.000000 Penalty: 3869.184814
	Iteration 44Q: 3 clusters Score -9446097 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 144348 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9446196 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 144621 members 
Entering Unmasked Estep 
Score: -9446285.000000 Penalty: 3869.184814
	Iteration 46Q: 3 clusters Score -9446285 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 144857 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9446380 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 145054 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9446423 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 145218 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9446469 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 145380 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9446522 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 145534 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9446551 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 145687 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9446589 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 145836 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9446649 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 145974 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9446679 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 146098 members 
Entering Unmasked Estep 
Score: -9446714.000000 Penalty: 3869.184814
	Iteration 55Q: 3 clusters Score -9446714 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 146199 members 
Entering Unmasked Estep 
Score: -9446745.000000 Penalty: 3869.184814
	Iteration 56Q: 3 clusters Score -9446745 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 146280 members 
Entering Unmasked Estep 
Score: -9446755.000000 Penalty: 3869.184814
	Iteration 57Q: 3 clusters Score -9446755 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 146356 members 
Entering Unmasked Estep 
Score: -9446765.000000 Penalty: 3869.184814
	Iteration 58Q: 3 clusters Score -9446765 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 146433 members 
Entering Unmasked Estep 
Score: -9446765.000000 Penalty: 3869.184814
	Iteration 59Q: 3 clusters Score -9446765 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 146499 members 
Entering Unmasked Estep 
Score: -9446801.000000 Penalty: 3869.184814
	Iteration 60F: 3 clusters Score -9446801 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 146554 members 
Entering Unmasked Estep 
Score: -9446816.000000 Penalty: 3869.184814
	Iteration 61Q: 3 clusters Score -9446816 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 146599 members 
Entering Unmasked Estep 
Score: -9446836.000000 Penalty: 3869.184814
	Iteration 62Q: 3 clusters Score -9446836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 146648 members 
Entering Unmasked Estep 
Score: -9446854.000000 Penalty: 3869.184814
	Iteration 63Q: 3 clusters Score -9446854 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 146702 members 
Entering Unmasked Estep 
Score: -9446859.000000 Penalty: 3869.184814
	Iteration 64Q: 3 clusters Score -9446859 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 146751 members 
Entering Unmasked Estep 
Score: -9446878.000000 Penalty: 3869.184814
	Iteration 65Q: 3 clusters Score -9446878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 146795 members 
Entering Unmasked Estep 
Score: -9446899.000000 Penalty: 3869.184814
	Iteration 66Q: 3 clusters Score -9446899 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 146837 members 
Entering Unmasked Estep 
Score: -9446917.000000 Penalty: 3869.184814
	Iteration 67Q: 3 clusters Score -9446917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 146875 members 
Entering Unmasked Estep 
Score: -9446920.000000 Penalty: 3869.184814
	Iteration 68Q: 3 clusters Score -9446920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 146906 members 
Entering Unmasked Estep 
Score: -9446937.000000 Penalty: 3869.184814
	Iteration 69Q: 3 clusters Score -9446937 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 146937 members 
Entering Unmasked Estep 
Score: -9446946.000000 Penalty: 3869.184814
	Iteration 70Q: 3 clusters Score -9446946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 146965 members 
Entering Unmasked Estep 
Score: -9446954.000000 Penalty: 3869.184814
	Iteration 71Q: 3 clusters Score -9446954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 146992 members 
Entering Unmasked Estep 
Score: -9446967.000000 Penalty: 3869.184814
	Iteration 72Q: 3 clusters Score -9446967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 147019 members 
Entering Unmasked Estep 
Score: -9446975.000000 Penalty: 3869.184814
	Iteration 73Q: 3 clusters Score -9446975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 147041 members 
Entering Unmasked Estep 
Score: -9446971.000000 Penalty: 3869.184814
	Iteration 74Q: 3 clusters Score -9446971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 147060 members 
Entering Unmasked Estep 
Score: -9446986.000000 Penalty: 3869.184814
	Iteration 75Q: 3 clusters Score -9446986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 147073 members 
Entering Unmasked Estep 
Score: -9447005.000000 Penalty: 3869.184814
	Iteration 76Q: 3 clusters Score -9447005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 147087 members 
Entering Unmasked Estep 
Score: -9447000.000000 Penalty: 3869.184814
	Iteration 77Q: 3 clusters Score -9447000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 147106 members 
Entering Unmasked Estep 
Score: -9447020.000000 Penalty: 3869.184814
	Iteration 78Q: 3 clusters Score -9447020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 147126 members 
Entering Unmasked Estep 
Score: -9447021.000000 Penalty: 3869.184814
	Iteration 79Q: 3 clusters Score -9447021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 147138 members 
Entering Unmasked Estep 
Score: -9447027.000000 Penalty: 3869.184814
	Iteration 80F: 3 clusters Score -9447027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 147145 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9447027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 147160 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9447027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 147173 members 
Entering Unmasked Estep 
Score: -9447034.000000 Penalty: 3869.184814
	Iteration 83Q: 3 clusters Score -9447034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 147187 members 
Entering Unmasked Estep 
Score: -9447061.000000 Penalty: 3869.184814
	Iteration 84Q: 3 clusters Score -9447061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 147198 members 
Entering Unmasked Estep 
Score: -9447059.000000 Penalty: 3869.184814
	Iteration 85Q: 3 clusters Score -9447059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 147208 members 
Entering Unmasked Estep 
Score: -9447070.000000 Penalty: 3869.184814
	Iteration 86Q: 3 clusters Score -9447070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 147222 members 
Entering Unmasked Estep 
Score: -9447070.000000 Penalty: 3869.184814
	Iteration 87Q: 3 clusters Score -9447070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 147230 members 
Entering Unmasked Estep 
Score: -9447069.000000 Penalty: 3869.184814
	Iteration 88Q: 3 clusters Score -9447069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 147237 members 
Entering Unmasked Estep 
Score: -9447068.000000 Penalty: 3869.184814
	Iteration 89Q: 3 clusters Score -9447068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 147243 members 
Entering Unmasked Estep 
Score: -9447062.000000 Penalty: 3869.184814
	Iteration 90Q: 3 clusters Score -9447062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 147249 members 
Entering Unmasked Estep 
Score: -9447070.000000 Penalty: 3869.184814
	Iteration 91Q: 3 clusters Score -9447070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 147253 members 
Entering Unmasked Estep 
Score: -9447066.000000 Penalty: 3869.184814
	Iteration 92Q: 3 clusters Score -9447066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 147254 members 
Entering Unmasked Estep 
Score: -9447068.000000 Penalty: 3869.184814
	Iteration 93Q: 3 clusters Score -9447068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 147257 members 
Entering Unmasked Estep 
Score: -9447068.000000 Penalty: 3869.184814
	Iteration 94Q: 3 clusters Score -9447068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 147261 members 
Entering Unmasked Estep 
Score: -9447071.000000 Penalty: 3869.184814
	Iteration 95Q: 3 clusters Score -9447071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 147266 members 
Entering Unmasked Estep 
Score: -9447069.000000 Penalty: 3869.184814
	Iteration 96Q: 3 clusters Score -9447069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 147270 members 
Entering Unmasked Estep 
Score: -9447065.000000 Penalty: 3869.184814
	Iteration 97Q: 3 clusters Score -9447065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 147276 members 
Entering Unmasked Estep 
Score: -9447082.000000 Penalty: 3869.184814
	Iteration 98Q: 3 clusters Score -9447082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 147281 members 
Entering Unmasked Estep 
Score: -9447066.000000 Penalty: 3869.184814
	Iteration 99Q: 3 clusters Score -9447066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 147285 members 
Entering Unmasked Estep 
Score: -9447073.000000 Penalty: 3869.184814
	Iteration 100F: 3 clusters Score -9447073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 147286 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9447073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 147287 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9447079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 147287 members 
Entering Unmasked Estep 
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	Iteration 103F: 3 clusters Score -9447079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3102 members 
Entering Unmasked Estep 
Score: -199838.328125 Penalty: 1306.467896
	Iteration 0F: 2 clusters Score -199838.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -197041.265625 Penalty: 2612.935791
	Iteration 0F: 3 clusters Score -197041.3 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -197702.015625 Penalty: 2612.935791
	Iteration 1F: 3 clusters Score -197702 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -197866.171875 Penalty: 2612.935791
	Iteration 2F: 3 clusters Score -197866.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -197958.250000 Penalty: 2612.935791
	Iteration 3Q: 3 clusters Score -197958.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -198041.359375 Penalty: 2612.935791
	Iteration 4Q: 3 clusters Score -198041.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -198093.828125 Penalty: 2612.935791
	Iteration 5Q: 3 clusters Score -198093.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -198136.765625 Penalty: 2612.935791
	Iteration 6Q: 3 clusters Score -198136.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -198172.031250 Penalty: 2612.935791
	Iteration 7Q: 3 clusters Score -198172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -198202.078125 Penalty: 2612.935791
	Iteration 8Q: 3 clusters Score -198202.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -198229.343750 Penalty: 2612.935791
	Iteration 9Q: 3 clusters Score -198229.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -198253.500000 Penalty: 2612.935791
	Iteration 10Q: 3 clusters Score -198253.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -198274.906250 Penalty: 2612.935791
	Iteration 11Q: 3 clusters Score -198274.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -198295.093750 Penalty: 2612.935791
	Iteration 12Q: 3 clusters Score -198295.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -198312.531250 Penalty: 2612.935791
	Iteration 13Q: 3 clusters Score -198312.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -198325.968750 Penalty: 2612.935791
	Iteration 14Q: 3 clusters Score -198326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -198344.828125 Penalty: 2612.935791
	Iteration 15Q: 3 clusters Score -198344.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -198365.984375 Penalty: 2612.935791
	Iteration 16Q: 3 clusters Score -198366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -198387.781250 Penalty: 2612.935791
	Iteration 17Q: 3 clusters Score -198387.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -198407.890625 Penalty: 2612.935791
	Iteration 18Q: 3 clusters Score -198407.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -198426.406250 Penalty: 2612.935791
	Iteration 19Q: 3 clusters Score -198426.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -198446.812500 Penalty: 2612.935791
	Iteration 20F: 3 clusters Score -198446.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -198478.015625 Penalty: 2612.935791
	Iteration 21Q: 3 clusters Score -198478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -198494.796875 Penalty: 2612.935791
	Iteration 22Q: 3 clusters Score -198494.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -198512.312500 Penalty: 2612.935791
	Iteration 23Q: 3 clusters Score -198512.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -198530.609375 Penalty: 2612.935791
	Iteration 24Q: 3 clusters Score -198530.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -198549.265625 Penalty: 2612.935791
	Iteration 25Q: 3 clusters Score -198549.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -198566.500000 Penalty: 2612.935791
	Iteration 26Q: 3 clusters Score -198566.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -198586.968750 Penalty: 2612.935791
	Iteration 27Q: 3 clusters Score -198587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -198607.578125 Penalty: 2612.935791
	Iteration 28Q: 3 clusters Score -198607.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -198626.468750 Penalty: 2612.935791
	Iteration 29Q: 3 clusters Score -198626.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -198637.562500 Penalty: 2612.935791
	Iteration 30Q: 3 clusters Score -198637.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -198646.703125 Penalty: 2612.935791
	Iteration 31Q: 3 clusters Score -198646.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -198655.671875 Penalty: 2612.935791
	Iteration 32Q: 3 clusters Score -198655.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -198663.546875 Penalty: 2612.935791
	Iteration 33Q: 3 clusters Score -198663.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -198669.296875 Penalty: 2612.935791
	Iteration 34Q: 3 clusters Score -198669.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -198674.437500 Penalty: 2612.935791
	Iteration 35Q: 3 clusters Score -198674.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -198680.906250 Penalty: 2612.935791
	Iteration 36Q: 3 clusters Score -198680.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -198688.203125 Penalty: 2612.935791
	Iteration 37Q: 3 clusters Score -198688.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -198696.359375 Penalty: 2612.935791
	Iteration 38Q: 3 clusters Score -198696.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -198700.171875 Penalty: 2612.935791
	Iteration 39Q: 3 clusters Score -198700.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -198704.843750 Penalty: 2612.935791
	Iteration 40F: 3 clusters Score -198704.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -198706.609375 Penalty: 2612.935791
	Iteration 41Q: 3 clusters Score -198706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -198708.843750 Penalty: 2612.935791
	Iteration 42Q: 3 clusters Score -198708.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -198711.109375 Penalty: 2612.935791
	Iteration 43Q: 3 clusters Score -198711.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -198715.187500 Penalty: 2612.935791
	Iteration 44Q: 3 clusters Score -198715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -198716.453125 Penalty: 2612.935791
	Iteration 45Q: 3 clusters Score -198716.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -198716.703125 Penalty: 2612.935791
	Iteration 46Q: 3 clusters Score -198716.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -198716.703125 Penalty: 2612.935791
	Iteration 47F: 3 clusters Score -198716.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Entering Unmasked Estep 
Score: -344899.687500 Penalty: 1414.912231
	Iteration 0F: 2 clusters Score -344899.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -340273.156250 Penalty: 2829.824463
	Iteration 0F: 3 clusters Score -340273.2 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -341675.343750 Penalty: 2829.824463
	Iteration 1F: 3 clusters Score -341675.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -341909.156250 Penalty: 2829.824463
	Iteration 2F: 3 clusters Score -341909.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -342120.656250 Penalty: 2829.824463
	Iteration 3F: 3 clusters Score -342120.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -342347.781250 Penalty: 2829.824463
	Iteration 4Q: 3 clusters Score -342347.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -342572.250000 Penalty: 2829.824463
	Iteration 5F: 3 clusters Score -342572.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -342803.218750 Penalty: 2829.824463
	Iteration 6F: 3 clusters Score -342803.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -343070.812500 Penalty: 2829.824463
	Iteration 7F: 3 clusters Score -343070.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -343387.187500 Penalty: 2829.824463
	Iteration 8F: 3 clusters Score -343387.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -343791.625000 Penalty: 2829.824463
	Iteration 9F: 3 clusters Score -343791.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -344222.750000 Penalty: 2829.824463
	Iteration 10F: 3 clusters Score -344222.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -344494.125000 Penalty: 2829.824463
	Iteration 11Q: 3 clusters Score -344494.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -344609.000000 Penalty: 2829.824463
	Iteration 12Q: 3 clusters Score -344609 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -344651.031250 Penalty: 2829.824463
	Iteration 13Q: 3 clusters Score -344651 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -344665.031250 Penalty: 2829.824463
	Iteration 14Q: 3 clusters Score -344665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -344671.750000 Penalty: 2829.824463
	Iteration 15Q: 3 clusters Score -344671.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -344675.875000 Penalty: 2829.824463
	Iteration 16Q: 3 clusters Score -344675.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -344678.781250 Penalty: 2829.824463
	Iteration 17Q: 3 clusters Score -344678.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -344680.468750 Penalty: 2829.824463
	Iteration 18Q: 3 clusters Score -344680.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -344680.750000 Penalty: 2829.824463
	Iteration 19Q: 3 clusters Score -344680.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -344681.125000 Penalty: 2829.824463
	Iteration 20F: 3 clusters Score -344681.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -344681.375000 Penalty: 2829.824463
	Iteration 21Q: 3 clusters Score -344681.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -344681.562500 Penalty: 2829.824463
	Iteration 22Q: 3 clusters Score -344681.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -344681.125000 Penalty: 2829.824463
	Iteration 23Q: 3 clusters Score -344681.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -344681.125000 Penalty: 2829.824463
	Iteration 24F: 3 clusters Score -344681.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Entering Unmasked Estep 
Score: -1220860.125000 Penalty: 1600.261475
	Iteration 0F: 2 clusters Score -1220860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1207984.125000 Penalty: 3200.522949
	Iteration 0F: 3 clusters Score -1207984 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1212514.000000 Penalty: 3200.522949
	Iteration 1F: 3 clusters Score -1212514 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1212740.750000 Penalty: 3200.522949
	Iteration 2Q: 3 clusters Score -1212741 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1212965.125000 Penalty: 3200.522949
	Iteration 3Q: 3 clusters Score -1212965 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1213215.250000 Penalty: 3200.522949
	Iteration 4Q: 3 clusters Score -1213215 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1213490.500000 Penalty: 3200.522949
	Iteration 5Q: 3 clusters Score -1213490 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1213818.375000 Penalty: 3200.522949
	Iteration 6Q: 3 clusters Score -1213818 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1214176.250000 Penalty: 3200.522949
	Iteration 7Q: 3 clusters Score -1214176 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1214575.000000 Penalty: 3200.522949
	Iteration 8Q: 3 clusters Score -1214575 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1214981.625000 Penalty: 3200.522949
	Iteration 9Q: 3 clusters Score -1214982 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1215422.625000 Penalty: 3200.522949
	Iteration 10Q: 3 clusters Score -1215423 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1215927.250000 Penalty: 3200.522949
	Iteration 11Q: 3 clusters Score -1215927 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1216494.500000 Penalty: 3200.522949
	Iteration 12Q: 3 clusters Score -1216494 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1217069.375000 Penalty: 3200.522949
	Iteration 13Q: 3 clusters Score -1217069 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1217506.625000 Penalty: 3200.522949
	Iteration 14Q: 3 clusters Score -1217507 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1217817.625000 Penalty: 3200.522949
	Iteration 15Q: 3 clusters Score -1217818 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1217967.375000 Penalty: 3200.522949
	Iteration 16Q: 3 clusters Score -1217967 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1218050.875000 Penalty: 3200.522949
	Iteration 17Q: 3 clusters Score -1218051 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1218103.875000 Penalty: 3200.522949
	Iteration 18Q: 3 clusters Score -1218104 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1218130.875000 Penalty: 3200.522949
	Iteration 19Q: 3 clusters Score -1218131 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1218160.125000 Penalty: 3200.522949
	Iteration 20F: 3 clusters Score -1218160 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1218190.375000 Penalty: 3200.522949
	Iteration 21Q: 3 clusters Score -1218190 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1218214.125000 Penalty: 3200.522949
	Iteration 22Q: 3 clusters Score -1218214 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1218227.000000 Penalty: 3200.522949
	Iteration 23Q: 3 clusters Score -1218227 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1218241.375000 Penalty: 3200.522949
	Iteration 24Q: 3 clusters Score -1218241 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1218255.500000 Penalty: 3200.522949
	Iteration 25Q: 3 clusters Score -1218256 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1218264.500000 Penalty: 3200.522949
	Iteration 26Q: 3 clusters Score -1218264 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1218271.875000 Penalty: 3200.522949
	Iteration 27Q: 3 clusters Score -1218272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1218283.375000 Penalty: 3200.522949
	Iteration 28Q: 3 clusters Score -1218283 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1218289.750000 Penalty: 3200.522949
	Iteration 29Q: 3 clusters Score -1218290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1218292.000000 Penalty: 3200.522949
	Iteration 30Q: 3 clusters Score -1218292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1218302.875000 Penalty: 3200.522949
	Iteration 31Q: 3 clusters Score -1218303 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1218310.500000 Penalty: 3200.522949
	Iteration 32Q: 3 clusters Score -1218310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1218324.750000 Penalty: 3200.522949
	Iteration 33Q: 3 clusters Score -1218325 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1218332.000000 Penalty: 3200.522949
	Iteration 34Q: 3 clusters Score -1218332 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1218342.500000 Penalty: 3200.522949
	Iteration 35Q: 3 clusters Score -1218342 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1218353.500000 Penalty: 3200.522949
	Iteration 36Q: 3 clusters Score -1218354 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1218363.125000 Penalty: 3200.522949
	Iteration 37Q: 3 clusters Score -1218363 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1218372.625000 Penalty: 3200.522949
	Iteration 38Q: 3 clusters Score -1218373 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1218380.000000 Penalty: 3200.522949
	Iteration 39Q: 3 clusters Score -1218380 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1218383.250000 Penalty: 3200.522949
	Iteration 40F: 3 clusters Score -1218383 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1218392.125000 Penalty: 3200.522949
	Iteration 41Q: 3 clusters Score -1218392 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1218403.875000 Penalty: 3200.522949
	Iteration 42Q: 3 clusters Score -1218404 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1218414.500000 Penalty: 3200.522949
	Iteration 43Q: 3 clusters Score -1218414 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1218430.500000 Penalty: 3200.522949
	Iteration 44Q: 3 clusters Score -1218430 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1218445.000000 Penalty: 3200.522949
	Iteration 45Q: 3 clusters Score -1218445 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1218461.875000 Penalty: 3200.522949
	Iteration 46Q: 3 clusters Score -1218462 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1218476.375000 Penalty: 3200.522949
	Iteration 47Q: 3 clusters Score -1218476 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1218488.625000 Penalty: 3200.522949
	Iteration 48Q: 3 clusters Score -1218489 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1218508.125000 Penalty: 3200.522949
	Iteration 49Q: 3 clusters Score -1218508 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1218525.875000 Penalty: 3200.522949
	Iteration 50Q: 3 clusters Score -1218526 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1218543.625000 Penalty: 3200.522949
	Iteration 51Q: 3 clusters Score -1218544 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1218565.750000 Penalty: 3200.522949
	Iteration 52Q: 3 clusters Score -1218566 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1218579.750000 Penalty: 3200.522949
	Iteration 53Q: 3 clusters Score -1218580 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1218595.000000 Penalty: 3200.522949
	Iteration 54Q: 3 clusters Score -1218595 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1218609.500000 Penalty: 3200.522949
	Iteration 55Q: 3 clusters Score -1218610 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1218627.250000 Penalty: 3200.522949
	Iteration 56Q: 3 clusters Score -1218627 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1218636.875000 Penalty: 3200.522949
	Iteration 57Q: 3 clusters Score -1218637 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1218656.625000 Penalty: 3200.522949
	Iteration 58Q: 3 clusters Score -1218657 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1218666.500000 Penalty: 3200.522949
	Iteration 59Q: 3 clusters Score -1218666 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1218686.125000 Penalty: 3200.522949
	Iteration 60F: 3 clusters Score -1218686 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1218697.375000 Penalty: 3200.522949
	Iteration 61Q: 3 clusters Score -1218697 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1218710.000000 Penalty: 3200.522949
	Iteration 62Q: 3 clusters Score -1218710 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1218729.250000 Penalty: 3200.522949
	Iteration 63Q: 3 clusters Score -1218729 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1218743.875000 Penalty: 3200.522949
	Iteration 64Q: 3 clusters Score -1218744 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1218762.875000 Penalty: 3200.522949
	Iteration 65Q: 3 clusters Score -1218763 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1218783.750000 Penalty: 3200.522949
	Iteration 66Q: 3 clusters Score -1218784 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1218804.875000 Penalty: 3200.522949
	Iteration 67Q: 3 clusters Score -1218805 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1218823.125000 Penalty: 3200.522949
	Iteration 68Q: 3 clusters Score -1218823 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1218844.000000 Penalty: 3200.522949
	Iteration 69Q: 3 clusters Score -1218844 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1218859.625000 Penalty: 3200.522949
	Iteration 70Q: 3 clusters Score -1218860 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1218890.000000 Penalty: 3200.522949
	Iteration 71Q: 3 clusters Score -1218890 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1218910.500000 Penalty: 3200.522949
	Iteration 72Q: 3 clusters Score -1218910 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1218932.750000 Penalty: 3200.522949
	Iteration 73Q: 3 clusters Score -1218933 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1218953.125000 Penalty: 3200.522949
	Iteration 74Q: 3 clusters Score -1218953 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1218975.500000 Penalty: 3200.522949
	Iteration 75Q: 3 clusters Score -1218976 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1218999.500000 Penalty: 3200.522949
	Iteration 76Q: 3 clusters Score -1219000 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1219018.500000 Penalty: 3200.522949
	Iteration 77Q: 3 clusters Score -1219018 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1219036.375000 Penalty: 3200.522949
	Iteration 78Q: 3 clusters Score -1219036 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1219064.625000 Penalty: 3200.522949
	Iteration 79Q: 3 clusters Score -1219065 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1219085.250000 Penalty: 3200.522949
	Iteration 80F: 3 clusters Score -1219085 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1219101.625000 Penalty: 3200.522949
	Iteration 81Q: 3 clusters Score -1219102 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1219120.500000 Penalty: 3200.522949
	Iteration 82Q: 3 clusters Score -1219120 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1219133.250000 Penalty: 3200.522949
	Iteration 83Q: 3 clusters Score -1219133 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1219148.375000 Penalty: 3200.522949
	Iteration 84Q: 3 clusters Score -1219148 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1219169.625000 Penalty: 3200.522949
	Iteration 85Q: 3 clusters Score -1219170 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1219183.625000 Penalty: 3200.522949
	Iteration 86Q: 3 clusters Score -1219184 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1219200.250000 Penalty: 3200.522949
	Iteration 87Q: 3 clusters Score -1219200 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1219219.000000 Penalty: 3200.522949
	Iteration 88Q: 3 clusters Score -1219219 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1219240.250000 Penalty: 3200.522949
	Iteration 89Q: 3 clusters Score -1219240 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1219269.125000 Penalty: 3200.522949
	Iteration 90Q: 3 clusters Score -1219269 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1219283.375000 Penalty: 3200.522949
	Iteration 91Q: 3 clusters Score -1219283 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1219301.500000 Penalty: 3200.522949
	Iteration 92Q: 3 clusters Score -1219302 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1219321.000000 Penalty: 3200.522949
	Iteration 93Q: 3 clusters Score -1219321 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1219331.500000 Penalty: 3200.522949
	Iteration 94Q: 3 clusters Score -1219332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1219344.000000 Penalty: 3200.522949
	Iteration 95Q: 3 clusters Score -1219344 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1219355.625000 Penalty: 3200.522949
	Iteration 96Q: 3 clusters Score -1219356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1219367.750000 Penalty: 3200.522949
	Iteration 97Q: 3 clusters Score -1219368 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1219383.500000 Penalty: 3200.522949
	Iteration 98Q: 3 clusters Score -1219384 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1219398.625000 Penalty: 3200.522949
	Iteration 99Q: 3 clusters Score -1219399 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1219408.750000 Penalty: 3200.522949
	Iteration 100F: 3 clusters Score -1219409 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1219423.000000 Penalty: 3200.522949
	Iteration 101Q: 3 clusters Score -1219423 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1219437.125000 Penalty: 3200.522949
	Iteration 102Q: 3 clusters Score -1219437 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1219447.125000 Penalty: 3200.522949
	Iteration 103Q: 3 clusters Score -1219447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1219457.375000 Penalty: 3200.522949
	Iteration 104Q: 3 clusters Score -1219457 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1219468.500000 Penalty: 3200.522949
	Iteration 105Q: 3 clusters Score -1219468 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1219479.000000 Penalty: 3200.522949
	Iteration 106Q: 3 clusters Score -1219479 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1219486.875000 Penalty: 3200.522949
	Iteration 107Q: 3 clusters Score -1219487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1219496.375000 Penalty: 3200.522949
	Iteration 108Q: 3 clusters Score -1219496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1219505.250000 Penalty: 3200.522949
	Iteration 109Q: 3 clusters Score -1219505 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1219518.375000 Penalty: 3200.522949
	Iteration 110Q: 3 clusters Score -1219518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1219526.625000 Penalty: 3200.522949
	Iteration 111Q: 3 clusters Score -1219527 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1219541.000000 Penalty: 3200.522949
	Iteration 112Q: 3 clusters Score -1219541 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1219551.875000 Penalty: 3200.522949
	Iteration 113Q: 3 clusters Score -1219552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1219567.000000 Penalty: 3200.522949
	Iteration 114Q: 3 clusters Score -1219567 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1219583.500000 Penalty: 3200.522949
	Iteration 115Q: 3 clusters Score -1219584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1219592.000000 Penalty: 3200.522949
	Iteration 116Q: 3 clusters Score -1219592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1219597.750000 Penalty: 3200.522949
	Iteration 117Q: 3 clusters Score -1219598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1219607.125000 Penalty: 3200.522949
	Iteration 118Q: 3 clusters Score -1219607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1219612.375000 Penalty: 3200.522949
	Iteration 119Q: 3 clusters Score -1219612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1219619.000000 Penalty: 3200.522949
	Iteration 120F: 3 clusters Score -1219619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1219622.250000 Penalty: 3200.522949
	Iteration 121Q: 3 clusters Score -1219622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1219622.250000 Penalty: 3200.522949
	Iteration 122Q: 3 clusters Score -1219622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1219624.500000 Penalty: 3200.522949
	Iteration 123Q: 3 clusters Score -1219624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1219629.000000 Penalty: 3200.522949
	Iteration 124Q: 3 clusters Score -1219629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1219633.250000 Penalty: 3200.522949
	Iteration 125Q: 3 clusters Score -1219633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1219639.625000 Penalty: 3200.522949
	Iteration 126Q: 3 clusters Score -1219640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1219646.000000 Penalty: 3200.522949
	Iteration 127Q: 3 clusters Score -1219646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1219649.375000 Penalty: 3200.522949
	Iteration 128Q: 3 clusters Score -1219649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1219652.000000 Penalty: 3200.522949
	Iteration 129Q: 3 clusters Score -1219652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1219654.125000 Penalty: 3200.522949
	Iteration 130Q: 3 clusters Score -1219654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1219662.750000 Penalty: 3200.522949
	Iteration 131Q: 3 clusters Score -1219663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1219666.000000 Penalty: 3200.522949
	Iteration 132Q: 3 clusters Score -1219666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1219668.250000 Penalty: 3200.522949
	Iteration 133Q: 3 clusters Score -1219668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1219670.500000 Penalty: 3200.522949
	Iteration 134Q: 3 clusters Score -1219670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1219672.375000 Penalty: 3200.522949
	Iteration 135Q: 3 clusters Score -1219672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1219673.000000 Penalty: 3200.522949
	Iteration 136Q: 3 clusters Score -1219673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1219675.625000 Penalty: 3200.522949
	Iteration 137Q: 3 clusters Score -1219676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1219674.500000 Penalty: 3200.522949
	Iteration 138Q: 3 clusters Score -1219674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1219677.625000 Penalty: 3200.522949
	Iteration 139Q: 3 clusters Score -1219678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1219678.500000 Penalty: 3200.522949
	Iteration 140F: 3 clusters Score -1219678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1219679.000000 Penalty: 3200.522949
	Iteration 141Q: 3 clusters Score -1219679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1219678.500000 Penalty: 3200.522949
	Iteration 142Q: 3 clusters Score -1219678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1219677.500000 Penalty: 3200.522949
	Iteration 143Q: 3 clusters Score -1219678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1219678.500000 Penalty: 3200.522949
	Iteration 144Q: 3 clusters Score -1219678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1219683.125000 Penalty: 3200.522949
	Iteration 145Q: 3 clusters Score -1219683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1219685.750000 Penalty: 3200.522949
	Iteration 146Q: 3 clusters Score -1219686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1219687.625000 Penalty: 3200.522949
	Iteration 147Q: 3 clusters Score -1219688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1219691.875000 Penalty: 3200.522949
	Iteration 148Q: 3 clusters Score -1219692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1219691.625000 Penalty: 3200.522949
	Iteration 149Q: 3 clusters Score -1219692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1219691.625000 Penalty: 3200.522949
	Iteration 150F: 3 clusters Score -1219692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (280510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280510 members 
Entering Unmasked Estep 
Score: -17515752.000000 Penalty: 2038.459351
	Iteration 0F: 2 clusters Score -1.751575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140071 members 
Mstep: Class 2 contains 140439 members 
Entering Unmasked Estep 
Score: -17326818.000000 Penalty: 4076.918701
	Iteration 0F: 3 clusters Score -1.732682e+07 nChanged 136422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136723 members 
Mstep: Class 2 contains 143787 members 
Entering Unmasked Estep 
Score: -17407508.000000 Penalty: 4076.918701
	Iteration 1F: 3 clusters Score -1.740751e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135026 members 
Mstep: Class 2 contains 145484 members 
Entering Unmasked Estep 
Score: -17408744.000000 Penalty: 4076.918701
	Iteration 2Q: 3 clusters Score -1.740874e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132514 members 
Mstep: Class 2 contains 147996 members 
Entering Unmasked Estep 
Score: -17410610.000000 Penalty: 4076.918701
	Iteration 3Q: 3 clusters Score -1.741061e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128484 members 
Mstep: Class 2 contains 152026 members 
Entering Unmasked Estep 
Score: -17412872.000000 Penalty: 4076.918701
	Iteration 4Q: 3 clusters Score -1.741287e+07 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122084 members 
Mstep: Class 2 contains 158426 members 
Entering Unmasked Estep 
Score: -17416442.000000 Penalty: 4076.918701
	Iteration 5Q: 3 clusters Score -1.741644e+07 nChanged 12260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112710 members 
Mstep: Class 2 contains 167800 members 
Entering Unmasked Estep 
Score: -17422474.000000 Penalty: 4076.918701
	Iteration 6Q: 3 clusters Score -1.742247e+07 nChanged 15002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99596 members 
Mstep: Class 2 contains 180914 members 
Entering Unmasked Estep 
Score: -17431434.000000 Penalty: 4076.918701
	Iteration 7F: 3 clusters Score -1.743143e+07 nChanged 17739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83001 members 
Mstep: Class 2 contains 197509 members 
Entering Unmasked Estep 
Score: -17444062.000000 Penalty: 4076.918701
	Iteration 8F: 3 clusters Score -1.744406e+07 nChanged 19218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 216217 members 
Entering Unmasked Estep 
Score: -17459206.000000 Penalty: 4076.918701
	Iteration 9F: 3 clusters Score -1.745921e+07 nChanged 18818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 234885 members 
Entering Unmasked Estep 
Score: -17474914.000000 Penalty: 4076.918701
	Iteration 10F: 3 clusters Score -1.747491e+07 nChanged 15971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 250846 members 
Entering Unmasked Estep 
Score: -17488380.000000 Penalty: 4076.918701
	Iteration 11F: 3 clusters Score -1.748838e+07 nChanged 12410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 263254 members 
Entering Unmasked Estep 
Score: -17499200.000000 Penalty: 4076.918701
	Iteration 12Q: 3 clusters Score -1.74992e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 271766 members 
Entering Unmasked Estep 
Score: -17506698.000000 Penalty: 4076.918701
	Iteration 13Q: 3 clusters Score -1.75067e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 276599 members 
Entering Unmasked Estep 
Score: -17510748.000000 Penalty: 4076.918701
	Iteration 14Q: 3 clusters Score -1.751075e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 278786 members 
Entering Unmasked Estep 
Score: -17512496.000000 Penalty: 4076.918701
	Iteration 15Q: 3 clusters Score -1.75125e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 279684 members 
Entering Unmasked Estep 
Score: -17513280.000000 Penalty: 4076.918701
	Iteration 16Q: 3 clusters Score -1.751328e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 280043 members 
Entering Unmasked Estep 
Score: -17513624.000000 Penalty: 4076.918701
	Iteration 17Q: 3 clusters Score -1.751362e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 280164 members 
Entering Unmasked Estep 
Score: -17513798.000000 Penalty: 4076.918701
	Iteration 18Q: 3 clusters Score -1.75138e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 280220 members 
Entering Unmasked Estep 
Score: -17513894.000000 Penalty: 4076.918701
	Iteration 19Q: 3 clusters Score -1.751389e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 280254 members 
Entering Unmasked Estep 
Score: -17513946.000000 Penalty: 4076.918701
	Iteration 20F: 3 clusters Score -1.751395e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 280268 members 
Entering Unmasked Estep 
Score: -17513960.000000 Penalty: 4076.918701
	Iteration 21Q: 3 clusters Score -1.751396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 280277 members 
Entering Unmasked Estep 
Score: -17513972.000000 Penalty: 4076.918701
	Iteration 22Q: 3 clusters Score -1.751397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 280280 members 
Entering Unmasked Estep 
Score: -17513974.000000 Penalty: 4076.918701
	Iteration 23Q: 3 clusters Score -1.751397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 280282 members 
Entering Unmasked Estep 
Score: -17513978.000000 Penalty: 4076.918701
	Iteration 24Q: 3 clusters Score -1.751398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 280283 members 
Entering Unmasked Estep 
Score: -17513982.000000 Penalty: 4076.918701
	Iteration 25Q: 3 clusters Score -1.751398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 280284 members 
Entering Unmasked Estep 
Score: -17513978.000000 Penalty: 4076.918701
	Iteration 26Q: 3 clusters Score -1.751398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 280286 members 
Entering Unmasked Estep 
Score: -17513980.000000 Penalty: 4076.918701
	Iteration 27Q: 3 clusters Score -1.751398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 280289 members 
Entering Unmasked Estep 
Score: -17513978.000000 Penalty: 4076.918701
	Iteration 28Q: 3 clusters Score -1.751398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 280289 members 
Entering Unmasked Estep 
Score: -17513978.000000 Penalty: 4076.918701
	Iteration 29F: 3 clusters Score -1.751398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Entering Unmasked Estep 
Score: -1276679.625000 Penalty: 1616.313965
	Iteration 0F: 2 clusters Score -1276680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1262426.125000 Penalty: 3232.627930
	Iteration 0F: 3 clusters Score -1262426 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1267612.625000 Penalty: 3232.627930
	Iteration 1F: 3 clusters Score -1267613 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1267942.250000 Penalty: 3232.627930
	Iteration 2Q: 3 clusters Score -1267942 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1268193.625000 Penalty: 3232.627930
	Iteration 3Q: 3 clusters Score -1268194 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1268430.375000 Penalty: 3232.627930
	Iteration 4Q: 3 clusters Score -1268430 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1268691.000000 Penalty: 3232.627930
	Iteration 5Q: 3 clusters Score -1268691 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1269031.125000 Penalty: 3232.627930
	Iteration 6Q: 3 clusters Score -1269031 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1269471.125000 Penalty: 3232.627930
	Iteration 7Q: 3 clusters Score -1269471 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1270061.375000 Penalty: 3232.627930
	Iteration 8Q: 3 clusters Score -1270061 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1270814.875000 Penalty: 3232.627930
	Iteration 9F: 3 clusters Score -1270815 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1271597.625000 Penalty: 3232.627930
	Iteration 10F: 3 clusters Score -1271598 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1272327.250000 Penalty: 3232.627930
	Iteration 11F: 3 clusters Score -1272327 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1273036.500000 Penalty: 3232.627930
	Iteration 12Q: 3 clusters Score -1273036 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1273653.625000 Penalty: 3232.627930
	Iteration 13Q: 3 clusters Score -1273654 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1274171.375000 Penalty: 3232.627930
	Iteration 14Q: 3 clusters Score -1274171 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1274681.375000 Penalty: 3232.627930
	Iteration 15Q: 3 clusters Score -1274681 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1275082.000000 Penalty: 3232.627930
	Iteration 16Q: 3 clusters Score -1275082 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1275358.375000 Penalty: 3232.627930
	Iteration 17Q: 3 clusters Score -1275358 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1275503.000000 Penalty: 3232.627930
	Iteration 18Q: 3 clusters Score -1275503 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1275570.875000 Penalty: 3232.627930
	Iteration 19Q: 3 clusters Score -1275571 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1275618.500000 Penalty: 3232.627930
	Iteration 20F: 3 clusters Score -1275618 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1275638.000000 Penalty: 3232.627930
	Iteration 21Q: 3 clusters Score -1275638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1275647.375000 Penalty: 3232.627930
	Iteration 22Q: 3 clusters Score -1275647 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1275657.625000 Penalty: 3232.627930
	Iteration 23Q: 3 clusters Score -1275658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1275663.000000 Penalty: 3232.627930
	Iteration 24Q: 3 clusters Score -1275663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1275670.625000 Penalty: 3232.627930
	Iteration 25Q: 3 clusters Score -1275671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1275669.625000 Penalty: 3232.627930
	Iteration 26Q: 3 clusters Score -1275670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1275674.375000 Penalty: 3232.627930
	Iteration 27Q: 3 clusters Score -1275674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1275675.125000 Penalty: 3232.627930
	Iteration 28Q: 3 clusters Score -1275675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1275673.750000 Penalty: 3232.627930
	Iteration 29Q: 3 clusters Score -1275674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1275676.125000 Penalty: 3232.627930
	Iteration 30Q: 3 clusters Score -1275676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1275677.375000 Penalty: 3232.627930
	Iteration 31Q: 3 clusters Score -1275677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1275687.000000 Penalty: 3232.627930
	Iteration 32Q: 3 clusters Score -1275687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1275690.125000 Penalty: 3232.627930
	Iteration 33Q: 3 clusters Score -1275690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1275685.250000 Penalty: 3232.627930
	Iteration 34Q: 3 clusters Score -1275685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1275687.375000 Penalty: 3232.627930
	Iteration 35Q: 3 clusters Score -1275687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1275691.000000 Penalty: 3232.627930
	Iteration 36Q: 3 clusters Score -1275691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1275690.125000 Penalty: 3232.627930
	Iteration 37Q: 3 clusters Score -1275690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1275696.000000 Penalty: 3232.627930
	Iteration 38Q: 3 clusters Score -1275696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1275695.000000 Penalty: 3232.627930
	Iteration 39Q: 3 clusters Score -1275695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1275695.125000 Penalty: 3232.627930
	Iteration 40F: 3 clusters Score -1275695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1275695.625000 Penalty: 3232.627930
	Iteration 41Q: 3 clusters Score -1275696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1275695.625000 Penalty: 3232.627930
	Iteration 42F: 3 clusters Score -1275696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62846 members 
Entering Unmasked Estep 
Score: -3934290.000000 Penalty: 1795.371948
	Iteration 0F: 2 clusters Score -3934290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -3892471.000000 Penalty: 3590.743896
	Iteration 0F: 3 clusters Score -3892471 nChanged 29515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -3909088.000000 Penalty: 3590.743896
	Iteration 1F: 3 clusters Score -3909088 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -3909801.750000 Penalty: 3590.743896
	Iteration 2Q: 3 clusters Score -3909802 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -3910539.250000 Penalty: 3590.743896
	Iteration 3Q: 3 clusters Score -3910539 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -3911353.250000 Penalty: 3590.743896
	Iteration 4Q: 3 clusters Score -3911353 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -3912322.750000 Penalty: 3590.743896
	Iteration 5Q: 3 clusters Score -3912323 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -3913661.000000 Penalty: 3590.743896
	Iteration 6Q: 3 clusters Score -3913661 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3915513.250000 Penalty: 3590.743896
	Iteration 7F: 3 clusters Score -3915513 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -3918301.500000 Penalty: 3590.743896
	Iteration 8F: 3 clusters Score -3918302 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3921675.500000 Penalty: 3590.743896
	Iteration 9F: 3 clusters Score -3921676 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3925195.250000 Penalty: 3590.743896
	Iteration 10F: 3 clusters Score -3925195 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -3927726.500000 Penalty: 3590.743896
	Iteration 11Q: 3 clusters Score -3927726 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -3929097.000000 Penalty: 3590.743896
	Iteration 12Q: 3 clusters Score -3929097 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3929855.000000 Penalty: 3590.743896
	Iteration 13Q: 3 clusters Score -3929855 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56161 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -3930381.250000 Penalty: 3590.743896
	Iteration 14Q: 3 clusters Score -3930381 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -3930780.750000 Penalty: 3590.743896
	Iteration 15Q: 3 clusters Score -3930781 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3931155.250000 Penalty: 3590.743896
	Iteration 16Q: 3 clusters Score -3931155 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -3931465.500000 Penalty: 3590.743896
	Iteration 17Q: 3 clusters Score -3931466 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3931709.250000 Penalty: 3590.743896
	Iteration 18Q: 3 clusters Score -3931709 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3931957.250000 Penalty: 3590.743896
	Iteration 19Q: 3 clusters Score -3931957 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3932183.250000 Penalty: 3590.743896
	Iteration 20F: 3 clusters Score -3932183 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3932389.500000 Penalty: 3590.743896
	Iteration 21Q: 3 clusters Score -3932390 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3932545.250000 Penalty: 3590.743896
	Iteration 22Q: 3 clusters Score -3932545 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3932682.250000 Penalty: 3590.743896
	Iteration 23Q: 3 clusters Score -3932682 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3932823.750000 Penalty: 3590.743896
	Iteration 24Q: 3 clusters Score -3932824 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61373 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3932921.000000 Penalty: 3590.743896
	Iteration 25Q: 3 clusters Score -3932921 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3933002.000000 Penalty: 3590.743896
	Iteration 26Q: 3 clusters Score -3933002 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3933078.750000 Penalty: 3590.743896
	Iteration 27Q: 3 clusters Score -3933079 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3933129.750000 Penalty: 3590.743896
	Iteration 28Q: 3 clusters Score -3933130 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61816 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3933158.250000 Penalty: 3590.743896
	Iteration 29Q: 3 clusters Score -3933158 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3933200.750000 Penalty: 3590.743896
	Iteration 30Q: 3 clusters Score -3933201 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61936 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3933228.750000 Penalty: 3590.743896
	Iteration 31Q: 3 clusters Score -3933229 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3933251.500000 Penalty: 3590.743896
	Iteration 32Q: 3 clusters Score -3933252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3933275.250000 Penalty: 3590.743896
	Iteration 33Q: 3 clusters Score -3933275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62059 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3933280.500000 Penalty: 3590.743896
	Iteration 34Q: 3 clusters Score -3933280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3933294.500000 Penalty: 3590.743896
	Iteration 35Q: 3 clusters Score -3933294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62113 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3933303.500000 Penalty: 3590.743896
	Iteration 36Q: 3 clusters Score -3933304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3933316.500000 Penalty: 3590.743896
	Iteration 37Q: 3 clusters Score -3933316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62151 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3933320.500000 Penalty: 3590.743896
	Iteration 38Q: 3 clusters Score -3933320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3933322.500000 Penalty: 3590.743896
	Iteration 39Q: 3 clusters Score -3933322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3933351.500000 Penalty: 3590.743896
	Iteration 40F: 3 clusters Score -3933352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3933380.250000 Penalty: 3590.743896
	Iteration 41Q: 3 clusters Score -3933380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3933400.000000 Penalty: 3590.743896
	Iteration 42Q: 3 clusters Score -3933400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62182 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3933410.750000 Penalty: 3590.743896
	Iteration 43Q: 3 clusters Score -3933411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3933420.500000 Penalty: 3590.743896
	Iteration 44Q: 3 clusters Score -3933420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3933428.750000 Penalty: 3590.743896
	Iteration 45Q: 3 clusters Score -3933429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3933435.750000 Penalty: 3590.743896
	Iteration 46Q: 3 clusters Score -3933436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62235 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3933443.000000 Penalty: 3590.743896
	Iteration 47Q: 3 clusters Score -3933443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3933445.750000 Penalty: 3590.743896
	Iteration 48Q: 3 clusters Score -3933446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62262 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3933453.250000 Penalty: 3590.743896
	Iteration 49Q: 3 clusters Score -3933453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3933472.250000 Penalty: 3590.743896
	Iteration 50Q: 3 clusters Score -3933472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62277 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3933471.750000 Penalty: 3590.743896
	Iteration 51Q: 3 clusters Score -3933472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3933483.500000 Penalty: 3590.743896
	Iteration 52Q: 3 clusters Score -3933484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3933483.000000 Penalty: 3590.743896
	Iteration 53Q: 3 clusters Score -3933483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3933492.000000 Penalty: 3590.743896
	Iteration 54Q: 3 clusters Score -3933492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62299 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3933499.000000 Penalty: 3590.743896
	Iteration 55Q: 3 clusters Score -3933499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62303 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3933502.250000 Penalty: 3590.743896
	Iteration 56Q: 3 clusters Score -3933502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62303 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3933501.750000 Penalty: 3590.743896
	Iteration 57Q: 3 clusters Score -3933502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3933498.500000 Penalty: 3590.743896
	Iteration 58Q: 3 clusters Score -3933498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62306 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3933503.250000 Penalty: 3590.743896
	Iteration 59Q: 3 clusters Score -3933503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3933526.500000 Penalty: 3590.743896
	Iteration 60F: 3 clusters Score -3933526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3933542.250000 Penalty: 3590.743896
	Iteration 61Q: 3 clusters Score -3933542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3933555.500000 Penalty: 3590.743896
	Iteration 62Q: 3 clusters Score -3933556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3933563.500000 Penalty: 3590.743896
	Iteration 63Q: 3 clusters Score -3933564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3933568.000000 Penalty: 3590.743896
	Iteration 64Q: 3 clusters Score -3933568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3933571.750000 Penalty: 3590.743896
	Iteration 65Q: 3 clusters Score -3933572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3933579.750000 Penalty: 3590.743896
	Iteration 66Q: 3 clusters Score -3933580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3933581.500000 Penalty: 3590.743896
	Iteration 67Q: 3 clusters Score -3933582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3933583.750000 Penalty: 3590.743896
	Iteration 68Q: 3 clusters Score -3933584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3933583.750000 Penalty: 3590.743896
	Iteration 69F: 3 clusters Score -3933584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Entering Unmasked Estep 
Score: -1352840.750000 Penalty: 1619.183594
	Iteration 0F: 2 clusters Score -1352841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1338465.500000 Penalty: 3238.367188
	Iteration 0F: 3 clusters Score -1338466 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1344003.125000 Penalty: 3238.367188
	Iteration 1F: 3 clusters Score -1344003 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1345068.250000 Penalty: 3238.367188
	Iteration 2F: 3 clusters Score -1345068 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1346465.375000 Penalty: 3238.367188
	Iteration 3F: 3 clusters Score -1346465 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1348011.250000 Penalty: 3238.367188
	Iteration 4F: 3 clusters Score -1348011 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1349500.750000 Penalty: 3238.367188
	Iteration 5F: 3 clusters Score -1349501 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1350643.375000 Penalty: 3238.367188
	Iteration 6F: 3 clusters Score -1350643 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1351442.000000 Penalty: 3238.367188
	Iteration 7Q: 3 clusters Score -1351442 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1351953.750000 Penalty: 3238.367188
	Iteration 8Q: 3 clusters Score -1351954 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1352259.500000 Penalty: 3238.367188
	Iteration 9Q: 3 clusters Score -1352260 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1352464.625000 Penalty: 3238.367188
	Iteration 10Q: 3 clusters Score -1352465 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1352615.125000 Penalty: 3238.367188
	Iteration 11Q: 3 clusters Score -1352615 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1352687.250000 Penalty: 3238.367188
	Iteration 12Q: 3 clusters Score -1352687 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1352731.125000 Penalty: 3238.367188
	Iteration 13Q: 3 clusters Score -1352731 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1352771.375000 Penalty: 3238.367188
	Iteration 14Q: 3 clusters Score -1352771 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1352795.375000 Penalty: 3238.367188
	Iteration 15Q: 3 clusters Score -1352795 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1352813.000000 Penalty: 3238.367188
	Iteration 16Q: 3 clusters Score -1352813 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1352831.625000 Penalty: 3238.367188
	Iteration 17Q: 3 clusters Score -1352832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1352836.750000 Penalty: 3238.367188
	Iteration 18Q: 3 clusters Score -1352837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1352846.625000 Penalty: 3238.367188
	Iteration 19Q: 3 clusters Score -1352847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1352853.000000 Penalty: 3238.367188
	Iteration 20F: 3 clusters Score -1352853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1352860.875000 Penalty: 3238.367188
	Iteration 21Q: 3 clusters Score -1352861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1352863.000000 Penalty: 3238.367188
	Iteration 22Q: 3 clusters Score -1352863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1352872.750000 Penalty: 3238.367188
	Iteration 23Q: 3 clusters Score -1352873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1352877.500000 Penalty: 3238.367188
	Iteration 24Q: 3 clusters Score -1352878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1352887.250000 Penalty: 3238.367188
	Iteration 25Q: 3 clusters Score -1352887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1352888.000000 Penalty: 3238.367188
	Iteration 26Q: 3 clusters Score -1352888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1352892.125000 Penalty: 3238.367188
	Iteration 27Q: 3 clusters Score -1352892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1352897.000000 Penalty: 3238.367188
	Iteration 28Q: 3 clusters Score -1352897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1352899.875000 Penalty: 3238.367188
	Iteration 29Q: 3 clusters Score -1352900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1352907.125000 Penalty: 3238.367188
	Iteration 30Q: 3 clusters Score -1352907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1352910.750000 Penalty: 3238.367188
	Iteration 31Q: 3 clusters Score -1352911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1352911.375000 Penalty: 3238.367188
	Iteration 32Q: 3 clusters Score -1352911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1352910.625000 Penalty: 3238.367188
	Iteration 33Q: 3 clusters Score -1352911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1352910.250000 Penalty: 3238.367188
	Iteration 34Q: 3 clusters Score -1352910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1352910.250000 Penalty: 3238.367188
	Iteration 35F: 3 clusters Score -1352910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 60164 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 1604 members 
Mstep: Class 5 contains 7766 members 
Mstep: Class 6 contains 148032 members 
Mstep: Class 7 contains 3102 members 
Mstep: Class 8 contains 6046 members 
Mstep: Class 9 contains 18916 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 280510 members 
Mstep: Class 16 contains 20880 members 
Mstep: Class 18 contains 62846 members 
Mstep: Class 21 contains 20340 members 
Mstep: Class 23 contains 13720 members 
Entering Unmasked Estep 
Score: -41771880.000000 Penalty: 32744.896484
Splitting cluster 21 changes total score from -41766784.000000 to -41771880.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 23 (13720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Entering Unmasked Estep 
Score: -872384.625000 Penalty: 1548.073975
	Iteration 0F: 2 clusters Score -872384.6 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 6888 members 
Entering Unmasked Estep 
Score: -862858.625000 Penalty: 3096.147949
	Iteration 0F: 3 clusters Score -862858.6 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -866600.187500 Penalty: 3096.147949
	Iteration 1F: 3 clusters Score -866600.2 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -867220.937500 Penalty: 3096.147949
	Iteration 2F: 3 clusters Score -867220.9 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -867782.625000 Penalty: 3096.147949
	Iteration 3F: 3 clusters Score -867782.6 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -868482.750000 Penalty: 3096.147949
	Iteration 4F: 3 clusters Score -868482.8 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -869345.375000 Penalty: 3096.147949
	Iteration 5F: 3 clusters Score -869345.4 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -870237.062500 Penalty: 3096.147949
	Iteration 6F: 3 clusters Score -870237.1 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -871011.250000 Penalty: 3096.147949
	Iteration 7F: 3 clusters Score -871011.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -871531.000000 Penalty: 3096.147949
	Iteration 8Q: 3 clusters Score -871531 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -871861.562500 Penalty: 3096.147949
	Iteration 9Q: 3 clusters Score -871861.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -872073.125000 Penalty: 3096.147949
	Iteration 10Q: 3 clusters Score -872073.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -872170.625000 Penalty: 3096.147949
	Iteration 11Q: 3 clusters Score -872170.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -872215.375000 Penalty: 3096.147949
	Iteration 12Q: 3 clusters Score -872215.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -872237.500000 Penalty: 3096.147949
	Iteration 13Q: 3 clusters Score -872237.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -872253.375000 Penalty: 3096.147949
	Iteration 14Q: 3 clusters Score -872253.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -872266.750000 Penalty: 3096.147949
	Iteration 15Q: 3 clusters Score -872266.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -872285.750000 Penalty: 3096.147949
	Iteration 16Q: 3 clusters Score -872285.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -872302.000000 Penalty: 3096.147949
	Iteration 17Q: 3 clusters Score -872302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -872313.187500 Penalty: 3096.147949
	Iteration 18Q: 3 clusters Score -872313.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -872320.562500 Penalty: 3096.147949
	Iteration 19Q: 3 clusters Score -872320.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -872326.625000 Penalty: 3096.147949
	Iteration 20F: 3 clusters Score -872326.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -872331.250000 Penalty: 3096.147949
	Iteration 21Q: 3 clusters Score -872331.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -872338.312500 Penalty: 3096.147949
	Iteration 22Q: 3 clusters Score -872338.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -872339.937500 Penalty: 3096.147949
	Iteration 23Q: 3 clusters Score -872339.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -872343.812500 Penalty: 3096.147949
	Iteration 24Q: 3 clusters Score -872343.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -872344.750000 Penalty: 3096.147949
	Iteration 25Q: 3 clusters Score -872344.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -872346.750000 Penalty: 3096.147949
	Iteration 26Q: 3 clusters Score -872346.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -872347.562500 Penalty: 3096.147949
	Iteration 27Q: 3 clusters Score -872347.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -872348.375000 Penalty: 3096.147949
	Iteration 28Q: 3 clusters Score -872348.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -872347.187500 Penalty: 3096.147949
	Iteration 29Q: 3 clusters Score -872347.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -872347.687500 Penalty: 3096.147949
	Iteration 30Q: 3 clusters Score -872347.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -872347.750000 Penalty: 3096.147949
	Iteration 31Q: 3 clusters Score -872347.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -872347.875000 Penalty: 3096.147949
	Iteration 32Q: 3 clusters Score -872347.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -872347.750000 Penalty: 3096.147949
	Iteration 33Q: 3 clusters Score -872347.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -872349.000000 Penalty: 3096.147949
	Iteration 34Q: 3 clusters Score -872349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -872351.562500 Penalty: 3096.147949
	Iteration 35Q: 3 clusters Score -872351.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -872350.125000 Penalty: 3096.147949
	Iteration 36Q: 3 clusters Score -872350.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -872352.437500 Penalty: 3096.147949
	Iteration 37Q: 3 clusters Score -872352.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -872353.125000 Penalty: 3096.147949
	Iteration 38Q: 3 clusters Score -872353.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -872353.937500 Penalty: 3096.147949
	Iteration 39Q: 3 clusters Score -872353.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -872356.687500 Penalty: 3096.147949
	Iteration 40F: 3 clusters Score -872356.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -872359.562500 Penalty: 3096.147949
	Iteration 41Q: 3 clusters Score -872359.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -872361.500000 Penalty: 3096.147949
	Iteration 42Q: 3 clusters Score -872361.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -872361.500000 Penalty: 3096.147949
	Iteration 43F: 3 clusters Score -872361.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 1604 members 
Mstep: Class 5 contains 7766 members 
Mstep: Class 6 contains 148032 members 
Mstep: Class 7 contains 3102 members 
Mstep: Class 8 contains 6046 members 
Mstep: Class 9 contains 18916 members 
Mstep: Class 11 contains 280510 members 
Mstep: Class 16 contains 20880 members 
Mstep: Class 18 contains 62846 members 
Mstep: Class 21 contains 20340 members 
Mstep: Class 23 contains 13720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41776696.000000 Penalty: 32744.896484
Iteration 279Q: 16 clusters Score -4.17767e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 56948 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 7767 members 
Mstep: Class 6 contains 148843 members 
Mstep: Class 7 contains 3270 members 
Mstep: Class 8 contains 6047 members 
Mstep: Class 9 contains 18950 members 
Mstep: Class 10 contains 911 members 
Mstep: Class 11 contains 283644 members 
Mstep: Class 16 contains 20845 members 
Mstep: Class 18 contains 63490 members 
Mstep: Class 21 contains 20605 members 
Mstep: Class 23 contains 13874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41780504.000000 Penalty: 32744.896484
Iteration 280F: 16 clusters Score -4.17805e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 57699 members 
Mstep: Class 3 contains 3634 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 7764 members 
Mstep: Class 6 contains 148797 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 6042 members 
Mstep: Class 9 contains 18879 members 
Mstep: Class 10 contains 919 members 
Mstep: Class 11 contains 284613 members 
Mstep: Class 16 contains 20767 members 
Mstep: Class 18 contains 63485 members 
Mstep: Class 21 contains 20671 members 
Mstep: Class 23 contains 13945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41782080.000000 Penalty: 32744.896484
Iteration 281Q: 16 clusters Score -4.178208e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 58079 members 
Mstep: Class 3 contains 3615 members 
Mstep: Class 4 contains 1588 members 
Mstep: Class 5 contains 7749 members 
Mstep: Class 6 contains 148713 members 
Mstep: Class 7 contains 2971 members 
Mstep: Class 8 contains 6034 members 
Mstep: Class 9 contains 18817 members 
Mstep: Class 10 contains 928 members 
Mstep: Class 11 contains 285718 members 
Mstep: Class 16 contains 20626 members 
Mstep: Class 18 contains 63447 members 
Mstep: Class 21 contains 20692 members 
Mstep: Class 23 contains 13988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41782760.000000 Penalty: 32744.896484
Iteration 282Q: 16 clusters Score -4.178276e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 58290 members 
Mstep: Class 3 contains 3594 members 
Mstep: Class 4 contains 1574 members 
Mstep: Class 5 contains 7743 members 
Mstep: Class 6 contains 148596 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 6024 members 
Mstep: Class 9 contains 18762 members 
Mstep: Class 10 contains 933 members 
Mstep: Class 11 contains 286857 members 
Mstep: Class 16 contains 20458 members 
Mstep: Class 18 contains 63388 members 
Mstep: Class 21 contains 20700 members 
Mstep: Class 23 contains 13994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41783396.000000 Penalty: 32744.896484
Iteration 283Q: 16 clusters Score -4.17834e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 58415 members 
Mstep: Class 3 contains 3570 members 
Mstep: Class 4 contains 1568 members 
Mstep: Class 5 contains 7744 members 
Mstep: Class 6 contains 148413 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 6011 members 
Mstep: Class 9 contains 18707 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 288015 members 
Mstep: Class 16 contains 20295 members 
Mstep: Class 18 contains 63301 members 
Mstep: Class 21 contains 20712 members 
Mstep: Class 23 contains 13984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41783728.000000 Penalty: 32744.896484
Iteration 284Q: 16 clusters Score -4.178373e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 58497 members 
Mstep: Class 3 contains 3552 members 
Mstep: Class 4 contains 1570 members 
Mstep: Class 5 contains 7746 members 
Mstep: Class 6 contains 148229 members 
Mstep: Class 7 contains 2914 members 
Mstep: Class 8 contains 5988 members 
Mstep: Class 9 contains 18668 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 289204 members 
Mstep: Class 16 contains 20141 members 
Mstep: Class 18 contains 63183 members 
Mstep: Class 21 contains 20702 members 
Mstep: Class 23 contains 13949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41784188.000000 Penalty: 32744.896484
Iteration 285Q: 16 clusters Score -4.178419e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 58536 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1574 members 
Mstep: Class 5 contains 7749 members 
Mstep: Class 6 contains 148036 members 
Mstep: Class 7 contains 2924 members 
Mstep: Class 8 contains 5966 members 
Mstep: Class 9 contains 18615 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 290314 members 
Mstep: Class 16 contains 19997 members 
Mstep: Class 18 contains 63080 members 
Mstep: Class 21 contains 20676 members 
Mstep: Class 23 contains 13924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41784296.000000 Penalty: 32744.896484
Iteration 286Q: 16 clusters Score -4.17843e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 58521 members 
Mstep: Class 3 contains 3518 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 7750 members 
Mstep: Class 6 contains 147859 members 
Mstep: Class 7 contains 2941 members 
Mstep: Class 8 contains 5944 members 
Mstep: Class 9 contains 18553 members 
Mstep: Class 10 contains 940 members 
Mstep: Class 11 contains 291412 members 
Mstep: Class 16 contains 19871 members 
Mstep: Class 18 contains 62983 members 
Mstep: Class 21 contains 20643 members 
Mstep: Class 23 contains 13887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41784452.000000 Penalty: 32744.896484
Iteration 287Q: 16 clusters Score -4.178445e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 58504 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 4 contains 1585 members 
Mstep: Class 5 contains 7752 members 
Mstep: Class 6 contains 147658 members 
Mstep: Class 7 contains 2952 members 
Mstep: Class 8 contains 5917 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 292517 members 
Mstep: Class 16 contains 19753 members 
Mstep: Class 18 contains 62850 members 
Mstep: Class 21 contains 20620 members 
Mstep: Class 23 contains 13852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41784588.000000 Penalty: 32744.896484
Iteration 288Q: 16 clusters Score -4.178459e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 58495 members 
Mstep: Class 3 contains 3485 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 7755 members 
Mstep: Class 6 contains 147440 members 
Mstep: Class 7 contains 2951 members 
Mstep: Class 8 contains 5884 members 
Mstep: Class 9 contains 18427 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 293561 members 
Mstep: Class 16 contains 19648 members 
Mstep: Class 18 contains 62715 members 
Mstep: Class 21 contains 20612 members 
Mstep: Class 23 contains 13831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41784636.000000 Penalty: 32744.896484
Iteration 289Q: 16 clusters Score -4.178464e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 58473 members 
Mstep: Class 3 contains 3478 members 
Mstep: Class 4 contains 1593 members 
Mstep: Class 5 contains 7755 members 
Mstep: Class 6 contains 147201 members 
Mstep: Class 7 contains 2967 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 18356 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 294646 members 
Mstep: Class 16 contains 19536 members 
Mstep: Class 18 contains 62572 members 
Mstep: Class 21 contains 20600 members 
Mstep: Class 23 contains 13796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41784764.000000 Penalty: 32744.896484
Iteration 290Q: 16 clusters Score -4.178476e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 58438 members 
Mstep: Class 3 contains 3459 members 
Mstep: Class 4 contains 1597 members 
Mstep: Class 5 contains 7760 members 
Mstep: Class 6 contains 146977 members 
Mstep: Class 7 contains 2979 members 
Mstep: Class 8 contains 5806 members 
Mstep: Class 9 contains 18260 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 295751 members 
Mstep: Class 16 contains 19452 members 
Mstep: Class 18 contains 62444 members 
Mstep: Class 21 contains 20592 members 
Mstep: Class 23 contains 13758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41784940.000000 Penalty: 32744.896484
Iteration 291Q: 16 clusters Score -4.178494e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 58394 members 
Mstep: Class 3 contains 3458 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 7764 members 
Mstep: Class 6 contains 146752 members 
Mstep: Class 7 contains 2983 members 
Mstep: Class 8 contains 5766 members 
Mstep: Class 9 contains 18173 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 296822 members 
Mstep: Class 16 contains 19383 members 
Mstep: Class 18 contains 62282 members 
Mstep: Class 21 contains 20594 members 
Mstep: Class 23 contains 13708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785012.000000 Penalty: 32744.896484
Iteration 292Q: 16 clusters Score -4.178501e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 58342 members 
Mstep: Class 3 contains 3446 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 7766 members 
Mstep: Class 6 contains 146514 members 
Mstep: Class 7 contains 2990 members 
Mstep: Class 8 contains 5729 members 
Mstep: Class 9 contains 18073 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 297913 members 
Mstep: Class 16 contains 19325 members 
Mstep: Class 18 contains 62113 members 
Mstep: Class 21 contains 20589 members 
Mstep: Class 23 contains 13667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785060.000000 Penalty: 32744.896484
Iteration 293Q: 16 clusters Score -4.178506e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 58263 members 
Mstep: Class 3 contains 3437 members 
Mstep: Class 4 contains 1606 members 
Mstep: Class 5 contains 7770 members 
Mstep: Class 6 contains 146287 members 
Mstep: Class 7 contains 2997 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 17965 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 298981 members 
Mstep: Class 16 contains 19260 members 
Mstep: Class 18 contains 61945 members 
Mstep: Class 21 contains 20583 members 
Mstep: Class 23 contains 13625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785104.000000 Penalty: 32744.896484
Iteration 294Q: 16 clusters Score -4.17851e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 58183 members 
Mstep: Class 3 contains 3428 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 7770 members 
Mstep: Class 6 contains 146064 members 
Mstep: Class 7 contains 3005 members 
Mstep: Class 8 contains 5671 members 
Mstep: Class 9 contains 17846 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 300068 members 
Mstep: Class 16 contains 19185 members 
Mstep: Class 18 contains 61772 members 
Mstep: Class 21 contains 20575 members 
Mstep: Class 23 contains 13574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785320.000000 Penalty: 32744.896484
Iteration 295Q: 16 clusters Score -4.178532e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 58105 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 7771 members 
Mstep: Class 6 contains 145865 members 
Mstep: Class 7 contains 3014 members 
Mstep: Class 8 contains 5653 members 
Mstep: Class 9 contains 17737 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 301113 members 
Mstep: Class 16 contains 19114 members 
Mstep: Class 18 contains 61607 members 
Mstep: Class 21 contains 20571 members 
Mstep: Class 23 contains 13533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785372.000000 Penalty: 32744.896484
Iteration 296Q: 16 clusters Score -4.178537e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 58020 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 7773 members 
Mstep: Class 6 contains 145685 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5634 members 
Mstep: Class 9 contains 17627 members 
Mstep: Class 10 contains 958 members 
Mstep: Class 11 contains 302175 members 
Mstep: Class 16 contains 19050 members 
Mstep: Class 18 contains 61433 members 
Mstep: Class 21 contains 20554 members 
Mstep: Class 23 contains 13493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785304.000000 Penalty: 32744.896484
Iteration 297Q: 16 clusters Score -4.17853e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 57943 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 7774 members 
Mstep: Class 6 contains 145477 members 
Mstep: Class 7 contains 3026 members 
Mstep: Class 8 contains 5612 members 
Mstep: Class 9 contains 17521 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 303214 members 
Mstep: Class 16 contains 19010 members 
Mstep: Class 18 contains 61259 members 
Mstep: Class 21 contains 20525 members 
Mstep: Class 23 contains 13449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785208.000000 Penalty: 32744.896484
Iteration 298Q: 16 clusters Score -4.178521e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 57879 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 6 contains 145261 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 5581 members 
Mstep: Class 9 contains 17428 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 304217 members 
Mstep: Class 16 contains 18978 members 
Mstep: Class 18 contains 61084 members 
Mstep: Class 21 contains 20506 members 
Mstep: Class 23 contains 13411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785224.000000 Penalty: 32744.896484
Iteration 299Q: 16 clusters Score -4.178522e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 57809 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 7783 members 
Mstep: Class 6 contains 145055 members 
Mstep: Class 7 contains 3038 members 
Mstep: Class 8 contains 5535 members 
Mstep: Class 9 contains 17313 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 305273 members 
Mstep: Class 16 contains 18960 members 
Mstep: Class 18 contains 60895 members 
Mstep: Class 21 contains 20492 members 
Mstep: Class 23 contains 13365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785224.000000 Penalty: 32744.896484
Iteration 300F: 16 clusters Score -4.178522e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 57740 members 
Mstep: Class 3 contains 3366 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 7782 members 
Mstep: Class 6 contains 144859 members 
Mstep: Class 7 contains 3039 members 
Mstep: Class 8 contains 5484 members 
Mstep: Class 9 contains 17209 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 306304 members 
Mstep: Class 16 contains 18947 members 
Mstep: Class 18 contains 60688 members 
Mstep: Class 21 contains 20463 members 
Mstep: Class 23 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785384.000000 Penalty: 32744.896484
Iteration 301Q: 16 clusters Score -4.178538e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 57682 members 
Mstep: Class 3 contains 3362 members 
Mstep: Class 4 contains 1613 members 
Mstep: Class 5 contains 7785 members 
Mstep: Class 6 contains 144664 members 
Mstep: Class 7 contains 3036 members 
Mstep: Class 8 contains 5437 members 
Mstep: Class 9 contains 17109 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 307339 members 
Mstep: Class 16 contains 18926 members 
Mstep: Class 18 contains 60448 members 
Mstep: Class 21 contains 20429 members 
Mstep: Class 23 contains 13292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785452.000000 Penalty: 32744.896484
Iteration 302Q: 16 clusters Score -4.178545e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 57629 members 
Mstep: Class 3 contains 3363 members 
Mstep: Class 4 contains 1615 members 
Mstep: Class 5 contains 7787 members 
Mstep: Class 6 contains 144482 members 
Mstep: Class 7 contains 3037 members 
Mstep: Class 8 contains 5389 members 
Mstep: Class 9 contains 16999 members 
Mstep: Class 10 contains 964 members 
Mstep: Class 11 contains 308345 members 
Mstep: Class 16 contains 18904 members 
Mstep: Class 18 contains 60199 members 
Mstep: Class 21 contains 20407 members 
Mstep: Class 23 contains 13259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785584.000000 Penalty: 32744.896484
Iteration 303Q: 16 clusters Score -4.178558e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 57553 members 
Mstep: Class 3 contains 3356 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 7791 members 
Mstep: Class 6 contains 144293 members 
Mstep: Class 7 contains 3039 members 
Mstep: Class 8 contains 5334 members 
Mstep: Class 9 contains 16899 members 
Mstep: Class 10 contains 964 members 
Mstep: Class 11 contains 309352 members 
Mstep: Class 16 contains 18900 members 
Mstep: Class 18 contains 59969 members 
Mstep: Class 21 contains 20371 members 
Mstep: Class 23 contains 13228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785556.000000 Penalty: 32744.896484
Iteration 304Q: 16 clusters Score -4.178556e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 57466 members 
Mstep: Class 3 contains 3352 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 7792 members 
Mstep: Class 6 contains 144097 members 
Mstep: Class 7 contains 3038 members 
Mstep: Class 8 contains 5272 members 
Mstep: Class 9 contains 16797 members 
Mstep: Class 10 contains 964 members 
Mstep: Class 11 contains 310340 members 
Mstep: Class 16 contains 18905 members 
Mstep: Class 18 contains 59740 members 
Mstep: Class 21 contains 20350 members 
Mstep: Class 23 contains 13200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785676.000000 Penalty: 32744.896484
Iteration 305Q: 16 clusters Score -4.178568e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 57368 members 
Mstep: Class 3 contains 3346 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 7796 members 
Mstep: Class 6 contains 143867 members 
Mstep: Class 7 contains 3035 members 
Mstep: Class 8 contains 5214 members 
Mstep: Class 9 contains 16694 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 311376 members 
Mstep: Class 16 contains 18891 members 
Mstep: Class 18 contains 59537 members 
Mstep: Class 21 contains 20325 members 
Mstep: Class 23 contains 13178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785684.000000 Penalty: 32744.896484
Iteration 306Q: 16 clusters Score -4.178568e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 57263 members 
Mstep: Class 3 contains 3334 members 
Mstep: Class 4 contains 1609 members 
Mstep: Class 5 contains 7800 members 
Mstep: Class 6 contains 143635 members 
Mstep: Class 7 contains 3036 members 
Mstep: Class 8 contains 5161 members 
Mstep: Class 9 contains 16609 members 
Mstep: Class 10 contains 965 members 
Mstep: Class 11 contains 312409 members 
Mstep: Class 16 contains 18865 members 
Mstep: Class 18 contains 59343 members 
Mstep: Class 21 contains 20297 members 
Mstep: Class 23 contains 13164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785608.000000 Penalty: 32744.896484
Iteration 307Q: 16 clusters Score -4.178561e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 57155 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 7807 members 
Mstep: Class 6 contains 143412 members 
Mstep: Class 7 contains 3037 members 
Mstep: Class 8 contains 5102 members 
Mstep: Class 9 contains 16541 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 313419 members 
Mstep: Class 16 contains 18846 members 
Mstep: Class 18 contains 59145 members 
Mstep: Class 21 contains 20266 members 
Mstep: Class 23 contains 13146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785772.000000 Penalty: 32744.896484
Iteration 308Q: 16 clusters Score -4.178577e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 57049 members 
Mstep: Class 3 contains 3313 members 
Mstep: Class 4 contains 1615 members 
Mstep: Class 5 contains 7812 members 
Mstep: Class 6 contains 143178 members 
Mstep: Class 7 contains 3037 members 
Mstep: Class 8 contains 5036 members 
Mstep: Class 9 contains 16481 members 
Mstep: Class 10 contains 966 members 
Mstep: Class 11 contains 314402 members 
Mstep: Class 16 contains 18836 members 
Mstep: Class 18 contains 58953 members 
Mstep: Class 21 contains 20236 members 
Mstep: Class 23 contains 13126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785740.000000 Penalty: 32744.896484
Iteration 309Q: 16 clusters Score -4.178574e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 56957 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 1616 members 
Mstep: Class 5 contains 7818 members 
Mstep: Class 6 contains 142911 members 
Mstep: Class 7 contains 3041 members 
Mstep: Class 8 contains 4969 members 
Mstep: Class 9 contains 16424 members 
Mstep: Class 10 contains 967 members 
Mstep: Class 11 contains 315380 members 
Mstep: Class 16 contains 18821 members 
Mstep: Class 18 contains 58774 members 
Mstep: Class 21 contains 20205 members 
Mstep: Class 23 contains 13096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785924.000000 Penalty: 32744.896484
Iteration 310Q: 16 clusters Score -4.178592e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 56861 members 
Mstep: Class 3 contains 3301 members 
Mstep: Class 4 contains 1622 members 
Mstep: Class 5 contains 7826 members 
Mstep: Class 6 contains 142639 members 
Mstep: Class 7 contains 3044 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 16365 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 316349 members 
Mstep: Class 16 contains 18820 members 
Mstep: Class 18 contains 58567 members 
Mstep: Class 21 contains 20176 members 
Mstep: Class 23 contains 13083 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 311Q: 16 clusters Score -4.178594e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 56757 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 7838 members 
Mstep: Class 6 contains 142361 members 
Mstep: Class 7 contains 3047 members 
Mstep: Class 8 contains 4833 members 
Mstep: Class 9 contains 16303 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 317295 members 
Mstep: Class 16 contains 18819 members 
Mstep: Class 18 contains 58366 members 
Mstep: Class 21 contains 20145 members 
Mstep: Class 23 contains 13075 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 312Q: 16 clusters Score -4.178592e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 56630 members 
Mstep: Class 3 contains 3290 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 7859 members 
Mstep: Class 6 contains 142096 members 
Mstep: Class 7 contains 3049 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 16255 members 
Mstep: Class 10 contains 969 members 
Mstep: Class 11 contains 318241 members 
Mstep: Class 16 contains 18790 members 
Mstep: Class 18 contains 58181 members 
Mstep: Class 21 contains 20119 members 
Mstep: Class 23 contains 13058 members 
Entering Unmasked Estep 
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Iteration 313Q: 16 clusters Score -4.178602e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 56513 members 
Mstep: Class 3 contains 3287 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 7875 members 
Mstep: Class 6 contains 141830 members 
Mstep: Class 7 contains 3049 members 
Mstep: Class 8 contains 4731 members 
Mstep: Class 9 contains 16205 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 319211 members 
Mstep: Class 16 contains 18747 members 
Mstep: Class 18 contains 57976 members 
Mstep: Class 21 contains 20089 members 
Mstep: Class 23 contains 13035 members 
Entering Unmasked Estep 
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Iteration 314Q: 16 clusters Score -4.178598e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 56378 members 
Mstep: Class 3 contains 3282 members 
Mstep: Class 4 contains 1642 members 
Mstep: Class 5 contains 7882 members 
Mstep: Class 6 contains 141569 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 4698 members 
Mstep: Class 9 contains 16163 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 320202 members 
Mstep: Class 16 contains 18708 members 
Mstep: Class 18 contains 57780 members 
Mstep: Class 21 contains 20062 members 
Mstep: Class 23 contains 13013 members 
Entering Unmasked Estep 
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Iteration 315Q: 16 clusters Score -4.178604e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 56240 members 
Mstep: Class 3 contains 3278 members 
Mstep: Class 4 contains 1638 members 
Mstep: Class 5 contains 7899 members 
Mstep: Class 6 contains 141291 members 
Mstep: Class 7 contains 3045 members 
Mstep: Class 8 contains 4671 members 
Mstep: Class 9 contains 16131 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 321209 members 
Mstep: Class 16 contains 18678 members 
Mstep: Class 18 contains 57563 members 
Mstep: Class 21 contains 20031 members 
Mstep: Class 23 contains 13000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41786264.000000 Penalty: 32744.896484
Iteration 316Q: 16 clusters Score -4.178626e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 56085 members 
Mstep: Class 3 contains 3271 members 
Mstep: Class 4 contains 1634 members 
Mstep: Class 5 contains 7907 members 
Mstep: Class 6 contains 141046 members 
Mstep: Class 7 contains 3041 members 
Mstep: Class 8 contains 4649 members 
Mstep: Class 9 contains 16099 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 322222 members 
Mstep: Class 16 contains 18642 members 
Mstep: Class 18 contains 57343 members 
Mstep: Class 21 contains 19995 members 
Mstep: Class 23 contains 12994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41786356.000000 Penalty: 32744.896484
Iteration 317Q: 16 clusters Score -4.178636e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 55933 members 
Mstep: Class 3 contains 3268 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 7914 members 
Mstep: Class 6 contains 140801 members 
Mstep: Class 7 contains 3042 members 
Mstep: Class 8 contains 4628 members 
Mstep: Class 9 contains 16074 members 
Mstep: Class 10 contains 972 members 
Mstep: Class 11 contains 323230 members 
Mstep: Class 16 contains 18604 members 
Mstep: Class 18 contains 57112 members 
Mstep: Class 21 contains 19976 members 
Mstep: Class 23 contains 12978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41786512.000000 Penalty: 32744.896484
Iteration 318Q: 16 clusters Score -4.178651e+07 nChanged 1086
Entering ConstructFrom: 
Score: -41786512.000000 Penalty: 32744.896484
Entering ConstructFrom: 
Trying to split cluster 1 (16282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Entering Unmasked Estep 
Score: -1053666.000000 Penalty: 1575.895142
	Iteration 0F: 2 clusters Score -1053666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1042443.312500 Penalty: 3151.790283
	Iteration 0F: 3 clusters Score -1042443 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1046264.312500 Penalty: 3151.790283
	Iteration 1F: 3 clusters Score -1046264 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1046527.250000 Penalty: 3151.790283
	Iteration 2Q: 3 clusters Score -1046527 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1046746.562500 Penalty: 3151.790283
	Iteration 3Q: 3 clusters Score -1046747 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1046945.875000 Penalty: 3151.790283
	Iteration 4Q: 3 clusters Score -1046946 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1047098.125000 Penalty: 3151.790283
	Iteration 5Q: 3 clusters Score -1047098 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1047259.062500 Penalty: 3151.790283
	Iteration 6Q: 3 clusters Score -1047259 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1047468.250000 Penalty: 3151.790283
	Iteration 7Q: 3 clusters Score -1047468 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1047748.125000 Penalty: 3151.790283
	Iteration 8Q: 3 clusters Score -1047748 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1048144.875000 Penalty: 3151.790283
	Iteration 9Q: 3 clusters Score -1048145 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1048690.750000 Penalty: 3151.790283
	Iteration 10F: 3 clusters Score -1048691 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1049358.250000 Penalty: 3151.790283
	Iteration 11F: 3 clusters Score -1049358 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1050118.000000 Penalty: 3151.790283
	Iteration 12F: 3 clusters Score -1050118 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1050798.250000 Penalty: 3151.790283
	Iteration 13Q: 3 clusters Score -1050798 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1051276.625000 Penalty: 3151.790283
	Iteration 14Q: 3 clusters Score -1051277 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1051604.625000 Penalty: 3151.790283
	Iteration 15Q: 3 clusters Score -1051605 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1051822.250000 Penalty: 3151.790283
	Iteration 16Q: 3 clusters Score -1051822 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1051973.625000 Penalty: 3151.790283
	Iteration 17Q: 3 clusters Score -1051974 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1052050.500000 Penalty: 3151.790283
	Iteration 18Q: 3 clusters Score -1052050 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1052094.250000 Penalty: 3151.790283
	Iteration 19Q: 3 clusters Score -1052094 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1052121.750000 Penalty: 3151.790283
	Iteration 20F: 3 clusters Score -1052122 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1052135.625000 Penalty: 3151.790283
	Iteration 21Q: 3 clusters Score -1052136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1052145.875000 Penalty: 3151.790283
	Iteration 22Q: 3 clusters Score -1052146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1052152.500000 Penalty: 3151.790283
	Iteration 23Q: 3 clusters Score -1052152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1052160.250000 Penalty: 3151.790283
	Iteration 24Q: 3 clusters Score -1052160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1052162.500000 Penalty: 3151.790283
	Iteration 25Q: 3 clusters Score -1052162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1052165.250000 Penalty: 3151.790283
	Iteration 26Q: 3 clusters Score -1052165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1052168.125000 Penalty: 3151.790283
	Iteration 27Q: 3 clusters Score -1052168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1052168.500000 Penalty: 3151.790283
	Iteration 28Q: 3 clusters Score -1052168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1052171.875000 Penalty: 3151.790283
	Iteration 29Q: 3 clusters Score -1052172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1052173.250000 Penalty: 3151.790283
	Iteration 30Q: 3 clusters Score -1052173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1052173.750000 Penalty: 3151.790283
	Iteration 31Q: 3 clusters Score -1052174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1052173.625000 Penalty: 3151.790283
	Iteration 32Q: 3 clusters Score -1052174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1052173.250000 Penalty: 3151.790283
	Iteration 33Q: 3 clusters Score -1052173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1052172.750000 Penalty: 3151.790283
	Iteration 34Q: 3 clusters Score -1052173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1052172.875000 Penalty: 3151.790283
	Iteration 35Q: 3 clusters Score -1052173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1052175.625000 Penalty: 3151.790283
	Iteration 36Q: 3 clusters Score -1052176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1052175.750000 Penalty: 3151.790283
	Iteration 37Q: 3 clusters Score -1052176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1052175.750000 Penalty: 3151.790283
	Iteration 38F: 3 clusters Score -1052176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (55798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Entering Unmasked Estep 
Score: -3578703.500000 Penalty: 1776.042603
	Iteration 0F: 2 clusters Score -3578704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -3541312.250000 Penalty: 3552.085205
	Iteration 0F: 3 clusters Score -3541312 nChanged 26269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -3556145.250000 Penalty: 3552.085205
	Iteration 1F: 3 clusters Score -3556145 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -3556682.000000 Penalty: 3552.085205
	Iteration 2Q: 3 clusters Score -3556682 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3557277.000000 Penalty: 3552.085205
	Iteration 3Q: 3 clusters Score -3557277 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -3558014.250000 Penalty: 3552.085205
	Iteration 4Q: 3 clusters Score -3558014 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -3558919.750000 Penalty: 3552.085205
	Iteration 5Q: 3 clusters Score -3558920 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -3560148.250000 Penalty: 3552.085205
	Iteration 6Q: 3 clusters Score -3560148 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3561691.000000 Penalty: 3552.085205
	Iteration 7F: 3 clusters Score -3561691 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3563578.000000 Penalty: 3552.085205
	Iteration 8F: 3 clusters Score -3563578 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3565833.000000 Penalty: 3552.085205
	Iteration 9F: 3 clusters Score -3565833 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -3568299.500000 Penalty: 3552.085205
	Iteration 10F: 3 clusters Score -3568300 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -3570286.750000 Penalty: 3552.085205
	Iteration 11F: 3 clusters Score -3570287 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -3571378.000000 Penalty: 3552.085205
	Iteration 12Q: 3 clusters Score -3571378 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -3571896.000000 Penalty: 3552.085205
	Iteration 13Q: 3 clusters Score -3571896 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -3572216.750000 Penalty: 3552.085205
	Iteration 14Q: 3 clusters Score -3572217 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3572492.500000 Penalty: 3552.085205
	Iteration 15Q: 3 clusters Score -3572492 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -3572770.250000 Penalty: 3552.085205
	Iteration 16Q: 3 clusters Score -3572770 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3573052.000000 Penalty: 3552.085205
	Iteration 17Q: 3 clusters Score -3573052 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -3573362.500000 Penalty: 3552.085205
	Iteration 18Q: 3 clusters Score -3573362 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -3573629.500000 Penalty: 3552.085205
	Iteration 19Q: 3 clusters Score -3573630 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -3573892.000000 Penalty: 3552.085205
	Iteration 20F: 3 clusters Score -3573892 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -3574132.250000 Penalty: 3552.085205
	Iteration 21Q: 3 clusters Score -3574132 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -3574384.000000 Penalty: 3552.085205
	Iteration 22Q: 3 clusters Score -3574384 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -3574602.250000 Penalty: 3552.085205
	Iteration 23Q: 3 clusters Score -3574602 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -3574789.000000 Penalty: 3552.085205
	Iteration 24Q: 3 clusters Score -3574789 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3575002.500000 Penalty: 3552.085205
	Iteration 25Q: 3 clusters Score -3575002 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3575181.750000 Penalty: 3552.085205
	Iteration 26Q: 3 clusters Score -3575182 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -3575341.250000 Penalty: 3552.085205
	Iteration 27Q: 3 clusters Score -3575341 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -3575509.000000 Penalty: 3552.085205
	Iteration 28Q: 3 clusters Score -3575509 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -3575664.750000 Penalty: 3552.085205
	Iteration 29Q: 3 clusters Score -3575665 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49605 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -3575798.250000 Penalty: 3552.085205
	Iteration 30Q: 3 clusters Score -3575798 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -3575938.000000 Penalty: 3552.085205
	Iteration 31Q: 3 clusters Score -3575938 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -3576033.250000 Penalty: 3552.085205
	Iteration 32Q: 3 clusters Score -3576033 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3576131.500000 Penalty: 3552.085205
	Iteration 33Q: 3 clusters Score -3576132 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -3576222.000000 Penalty: 3552.085205
	Iteration 34Q: 3 clusters Score -3576222 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -3576309.500000 Penalty: 3552.085205
	Iteration 35Q: 3 clusters Score -3576310 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -3576383.250000 Penalty: 3552.085205
	Iteration 36Q: 3 clusters Score -3576383 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3576480.000000 Penalty: 3552.085205
	Iteration 37Q: 3 clusters Score -3576480 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3576554.750000 Penalty: 3552.085205
	Iteration 38Q: 3 clusters Score -3576555 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3576625.250000 Penalty: 3552.085205
	Iteration 39Q: 3 clusters Score -3576625 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52684 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3576685.750000 Penalty: 3552.085205
	Iteration 40F: 3 clusters Score -3576686 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3576735.750000 Penalty: 3552.085205
	Iteration 41Q: 3 clusters Score -3576736 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3576789.500000 Penalty: 3552.085205
	Iteration 42Q: 3 clusters Score -3576790 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3576861.750000 Penalty: 3552.085205
	Iteration 43Q: 3 clusters Score -3576862 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3576926.500000 Penalty: 3552.085205
	Iteration 44Q: 3 clusters Score -3576926 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3576970.500000 Penalty: 3552.085205
	Iteration 45Q: 3 clusters Score -3576970 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3577016.250000 Penalty: 3552.085205
	Iteration 46Q: 3 clusters Score -3577016 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3577071.500000 Penalty: 3552.085205
	Iteration 47Q: 3 clusters Score -3577072 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3577109.250000 Penalty: 3552.085205
	Iteration 48Q: 3 clusters Score -3577109 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3577129.250000 Penalty: 3552.085205
	Iteration 49Q: 3 clusters Score -3577129 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3577156.750000 Penalty: 3552.085205
	Iteration 50Q: 3 clusters Score -3577157 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54250 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3577166.000000 Penalty: 3552.085205
	Iteration 51Q: 3 clusters Score -3577166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3577175.750000 Penalty: 3552.085205
	Iteration 52Q: 3 clusters Score -3577176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3577198.250000 Penalty: 3552.085205
	Iteration 53Q: 3 clusters Score -3577198 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3577214.750000 Penalty: 3552.085205
	Iteration 54Q: 3 clusters Score -3577215 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3577236.750000 Penalty: 3552.085205
	Iteration 55Q: 3 clusters Score -3577237 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3577254.000000 Penalty: 3552.085205
	Iteration 56Q: 3 clusters Score -3577254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3577266.250000 Penalty: 3552.085205
	Iteration 57Q: 3 clusters Score -3577266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3577270.000000 Penalty: 3552.085205
	Iteration 58Q: 3 clusters Score -3577270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3577277.500000 Penalty: 3552.085205
	Iteration 59Q: 3 clusters Score -3577278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3577277.750000 Penalty: 3552.085205
	Iteration 60F: 3 clusters Score -3577278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3577279.750000 Penalty: 3552.085205
	Iteration 61Q: 3 clusters Score -3577280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3577279.250000 Penalty: 3552.085205
	Iteration 62Q: 3 clusters Score -3577279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3577283.000000 Penalty: 3552.085205
	Iteration 63Q: 3 clusters Score -3577283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3577282.500000 Penalty: 3552.085205
	Iteration 64Q: 3 clusters Score -3577282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3577286.250000 Penalty: 3552.085205
	Iteration 65Q: 3 clusters Score -3577286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3577287.750000 Penalty: 3552.085205
	Iteration 66Q: 3 clusters Score -3577288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3577286.000000 Penalty: 3552.085205
	Iteration 67Q: 3 clusters Score -3577286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3577291.500000 Penalty: 3552.085205
	Iteration 68Q: 3 clusters Score -3577292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3577289.000000 Penalty: 3552.085205
	Iteration 69Q: 3 clusters Score -3577289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3577288.500000 Penalty: 3552.085205
	Iteration 70Q: 3 clusters Score -3577288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3577285.000000 Penalty: 3552.085205
	Iteration 71Q: 3 clusters Score -3577285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3577285.000000 Penalty: 3552.085205
	Iteration 72F: 3 clusters Score -3577285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Entering Unmasked Estep 
Score: -218987.953125 Penalty: 1314.988892
	Iteration 0F: 2 clusters Score -218988 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 1608 members 
Entering Unmasked Estep 
Score: -216084.000000 Penalty: 2629.977783
	Iteration 0F: 3 clusters Score -216084 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -216779.093750 Penalty: 2629.977783
	Iteration 1F: 3 clusters Score -216779.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -216910.250000 Penalty: 2629.977783
	Iteration 2F: 3 clusters Score -216910.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -216986.656250 Penalty: 2629.977783
	Iteration 3Q: 3 clusters Score -216986.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -217033.093750 Penalty: 2629.977783
	Iteration 4Q: 3 clusters Score -217033.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -217059.968750 Penalty: 2629.977783
	Iteration 5Q: 3 clusters Score -217060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -217084.312500 Penalty: 2629.977783
	Iteration 6Q: 3 clusters Score -217084.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -217104.953125 Penalty: 2629.977783
	Iteration 7Q: 3 clusters Score -217105 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -217125.000000 Penalty: 2629.977783
	Iteration 8Q: 3 clusters Score -217125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -217140.078125 Penalty: 2629.977783
	Iteration 9Q: 3 clusters Score -217140.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -217153.625000 Penalty: 2629.977783
	Iteration 10Q: 3 clusters Score -217153.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -217170.734375 Penalty: 2629.977783
	Iteration 11Q: 3 clusters Score -217170.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -217182.921875 Penalty: 2629.977783
	Iteration 12Q: 3 clusters Score -217182.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -217196.140625 Penalty: 2629.977783
	Iteration 13Q: 3 clusters Score -217196.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -217213.656250 Penalty: 2629.977783
	Iteration 14Q: 3 clusters Score -217213.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -217234.656250 Penalty: 2629.977783
	Iteration 15Q: 3 clusters Score -217234.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -217263.281250 Penalty: 2629.977783
	Iteration 16Q: 3 clusters Score -217263.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -217285.281250 Penalty: 2629.977783
	Iteration 17Q: 3 clusters Score -217285.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -217305.156250 Penalty: 2629.977783
	Iteration 18Q: 3 clusters Score -217305.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -217323.328125 Penalty: 2629.977783
	Iteration 19Q: 3 clusters Score -217323.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -217339.265625 Penalty: 2629.977783
	Iteration 20F: 3 clusters Score -217339.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -217368.546875 Penalty: 2629.977783
	Iteration 21Q: 3 clusters Score -217368.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -217396.984375 Penalty: 2629.977783
	Iteration 22Q: 3 clusters Score -217397 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -217431.171875 Penalty: 2629.977783
	Iteration 23Q: 3 clusters Score -217431.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -217461.187500 Penalty: 2629.977783
	Iteration 24Q: 3 clusters Score -217461.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -217487.468750 Penalty: 2629.977783
	Iteration 25Q: 3 clusters Score -217487.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -217508.734375 Penalty: 2629.977783
	Iteration 26Q: 3 clusters Score -217508.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -217532.671875 Penalty: 2629.977783
	Iteration 27Q: 3 clusters Score -217532.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -217552.921875 Penalty: 2629.977783
	Iteration 28Q: 3 clusters Score -217552.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -217576.875000 Penalty: 2629.977783
	Iteration 29Q: 3 clusters Score -217576.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -217599.218750 Penalty: 2629.977783
	Iteration 30Q: 3 clusters Score -217599.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -217620.468750 Penalty: 2629.977783
	Iteration 31Q: 3 clusters Score -217620.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -217640.281250 Penalty: 2629.977783
	Iteration 32Q: 3 clusters Score -217640.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -217658.984375 Penalty: 2629.977783
	Iteration 33Q: 3 clusters Score -217659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -217675.000000 Penalty: 2629.977783
	Iteration 34Q: 3 clusters Score -217675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -217684.921875 Penalty: 2629.977783
	Iteration 35Q: 3 clusters Score -217684.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -217695.640625 Penalty: 2629.977783
	Iteration 36Q: 3 clusters Score -217695.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -217706.421875 Penalty: 2629.977783
	Iteration 37Q: 3 clusters Score -217706.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -217717.265625 Penalty: 2629.977783
	Iteration 38Q: 3 clusters Score -217717.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -217727.671875 Penalty: 2629.977783
	Iteration 39Q: 3 clusters Score -217727.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -217734.109375 Penalty: 2629.977783
	Iteration 40F: 3 clusters Score -217734.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -217740.546875 Penalty: 2629.977783
	Iteration 41Q: 3 clusters Score -217740.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -217745.250000 Penalty: 2629.977783
	Iteration 42Q: 3 clusters Score -217745.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -217749.062500 Penalty: 2629.977783
	Iteration 43Q: 3 clusters Score -217749.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -217750.515625 Penalty: 2629.977783
	Iteration 44Q: 3 clusters Score -217750.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -217751.484375 Penalty: 2629.977783
	Iteration 45Q: 3 clusters Score -217751.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -217751.750000 Penalty: 2629.977783
	Iteration 46Q: 3 clusters Score -217751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -217751.468750 Penalty: 2629.977783
	Iteration 47Q: 3 clusters Score -217751.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -217752.843750 Penalty: 2629.977783
	Iteration 48Q: 3 clusters Score -217752.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -217752.843750 Penalty: 2629.977783
	Iteration 49F: 3 clusters Score -217752.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -104214.007812 Penalty: 1202.898315
	Iteration 0F: 2 clusters Score -104214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -102341.632812 Penalty: 2405.796631
	Iteration 0F: 3 clusters Score -102341.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -102681.890625 Penalty: 2405.796631
	Iteration 1F: 3 clusters Score -102681.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -102773.757812 Penalty: 2405.796631
	Iteration 2F: 3 clusters Score -102773.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -102834.273438 Penalty: 2405.796631
	Iteration 3Q: 3 clusters Score -102834.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -102879.703125 Penalty: 2405.796631
	Iteration 4Q: 3 clusters Score -102879.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -102912.210938 Penalty: 2405.796631
	Iteration 5Q: 3 clusters Score -102912.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -102927.125000 Penalty: 2405.796631
	Iteration 6Q: 3 clusters Score -102927.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -102939.125000 Penalty: 2405.796631
	Iteration 7Q: 3 clusters Score -102939.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -102947.828125 Penalty: 2405.796631
	Iteration 8Q: 3 clusters Score -102947.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -102957.906250 Penalty: 2405.796631
	Iteration 9Q: 3 clusters Score -102957.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -102969.578125 Penalty: 2405.796631
	Iteration 10Q: 3 clusters Score -102969.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -102977.054688 Penalty: 2405.796631
	Iteration 11Q: 3 clusters Score -102977.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -102981.070312 Penalty: 2405.796631
	Iteration 12Q: 3 clusters Score -102981.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -102985.890625 Penalty: 2405.796631
	Iteration 13Q: 3 clusters Score -102985.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -102988.031250 Penalty: 2405.796631
	Iteration 14Q: 3 clusters Score -102988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -102989.476562 Penalty: 2405.796631
	Iteration 15Q: 3 clusters Score -102989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -102989.757812 Penalty: 2405.796631
	Iteration 16Q: 3 clusters Score -102989.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -102989.953125 Penalty: 2405.796631
	Iteration 17Q: 3 clusters Score -102990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -102989.953125 Penalty: 2405.796631
	Iteration 18F: 3 clusters Score -102990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Entering Unmasked Estep 
Score: -501276.906250 Penalty: 1458.827271
	Iteration 0F: 2 clusters Score -501276.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -495599.656250 Penalty: 2917.654541
	Iteration 0F: 3 clusters Score -495599.7 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -497929.937500 Penalty: 2917.654541
	Iteration 1F: 3 clusters Score -497929.9 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -498668.125000 Penalty: 2917.654541
	Iteration 2F: 3 clusters Score -498668.1 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -499391.187500 Penalty: 2917.654541
	Iteration 3F: 3 clusters Score -499391.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -499977.875000 Penalty: 2917.654541
	Iteration 4F: 3 clusters Score -499977.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -500433.937500 Penalty: 2917.654541
	Iteration 5F: 3 clusters Score -500433.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -500723.656250 Penalty: 2917.654541
	Iteration 6Q: 3 clusters Score -500723.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -500892.906250 Penalty: 2917.654541
	Iteration 7Q: 3 clusters Score -500892.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -500973.531250 Penalty: 2917.654541
	Iteration 8Q: 3 clusters Score -500973.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -501016.437500 Penalty: 2917.654541
	Iteration 9Q: 3 clusters Score -501016.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -501033.031250 Penalty: 2917.654541
	Iteration 10Q: 3 clusters Score -501033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -501046.593750 Penalty: 2917.654541
	Iteration 11Q: 3 clusters Score -501046.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -501055.062500 Penalty: 2917.654541
	Iteration 12Q: 3 clusters Score -501055.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -501061.125000 Penalty: 2917.654541
	Iteration 13Q: 3 clusters Score -501061.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -501063.687500 Penalty: 2917.654541
	Iteration 14Q: 3 clusters Score -501063.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -501063.562500 Penalty: 2917.654541
	Iteration 15Q: 3 clusters Score -501063.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -501064.593750 Penalty: 2917.654541
	Iteration 16Q: 3 clusters Score -501064.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -501065.093750 Penalty: 2917.654541
	Iteration 17Q: 3 clusters Score -501065.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -501065.093750 Penalty: 2917.654541
	Iteration 18F: 3 clusters Score -501065.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (140563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140563 members 
Entering Unmasked Estep 
Score: -8984999.000000 Penalty: 1926.179199
	Iteration 0F: 2 clusters Score -8984999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70497 members 
Mstep: Class 2 contains 70066 members 
Entering Unmasked Estep 
Score: -8890438.000000 Penalty: 3852.358398
	Iteration 0F: 3 clusters Score -8890438 nChanged 67783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75658 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -8931175.000000 Penalty: 3852.358398
	Iteration 1F: 3 clusters Score -8931175 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79035 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -8932610.000000 Penalty: 3852.358398
	Iteration 2Q: 3 clusters Score -8932610 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84117 members 
Mstep: Class 2 contains 56446 members 
Entering Unmasked Estep 
Score: -8935080.000000 Penalty: 3852.358398
	Iteration 3Q: 3 clusters Score -8935080 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91516 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -8939288.000000 Penalty: 3852.358398
	Iteration 4F: 3 clusters Score -8939288 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101402 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -8946456.000000 Penalty: 3852.358398
	Iteration 5F: 3 clusters Score -8946456 nChanged 12192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113506 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -8957140.000000 Penalty: 3852.358398
	Iteration 6F: 3 clusters Score -8957140 nChanged 11865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125341 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -8968829.000000 Penalty: 3852.358398
	Iteration 7F: 3 clusters Score -8968829 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133861 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -8977341.000000 Penalty: 3852.358398
	Iteration 8F: 3 clusters Score -8977341 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138113 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -8981429.000000 Penalty: 3852.358398
	Iteration 9Q: 3 clusters Score -8981429 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139560 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8982692.000000 Penalty: 3852.358398
	Iteration 10Q: 3 clusters Score -8982692 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140029 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8983069.000000 Penalty: 3852.358398
	Iteration 11Q: 3 clusters Score -8983069 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140175 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8983232.000000 Penalty: 3852.358398
	Iteration 12Q: 3 clusters Score -8983232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140217 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8983259.000000 Penalty: 3852.358398
	Iteration 13Q: 3 clusters Score -8983259 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140234 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8983294.000000 Penalty: 3852.358398
	Iteration 14Q: 3 clusters Score -8983294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140236 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8983304.000000 Penalty: 3852.358398
	Iteration 15Q: 3 clusters Score -8983304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140240 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8983305.000000 Penalty: 3852.358398
	Iteration 16Q: 3 clusters Score -8983305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140241 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8983310.000000 Penalty: 3852.358398
	Iteration 17Q: 3 clusters Score -8983310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140244 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8983323.000000 Penalty: 3852.358398
	Iteration 18Q: 3 clusters Score -8983323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140247 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8983335.000000 Penalty: 3852.358398
	Iteration 19Q: 3 clusters Score -8983335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140243 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8983340.000000 Penalty: 3852.358398
	Iteration 20F: 3 clusters Score -8983340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140241 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8983349.000000 Penalty: 3852.358398
	Iteration 21Q: 3 clusters Score -8983349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140239 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8983355.000000 Penalty: 3852.358398
	Iteration 22Q: 3 clusters Score -8983355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140240 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8983360.000000 Penalty: 3852.358398
	Iteration 23Q: 3 clusters Score -8983360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140239 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8983351.000000 Penalty: 3852.358398
	Iteration 24Q: 3 clusters Score -8983351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140239 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8983354.000000 Penalty: 3852.358398
	Iteration 25Q: 3 clusters Score -8983354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140239 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8983354.000000 Penalty: 3852.358398
	Iteration 26F: 3 clusters Score -8983354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -195474.031250 Penalty: 1303.080078
	Iteration 0F: 2 clusters Score -195474 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 1491 members 
Entering Unmasked Estep 
Score: -192724.812500 Penalty: 2606.160156
	Iteration 0F: 3 clusters Score -192724.8 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -193363.187500 Penalty: 2606.160156
	Iteration 1F: 3 clusters Score -193363.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -193507.609375 Penalty: 2606.160156
	Iteration 2F: 3 clusters Score -193507.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -193603.531250 Penalty: 2606.160156
	Iteration 3F: 3 clusters Score -193603.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -193669.234375 Penalty: 2606.160156
	Iteration 4Q: 3 clusters Score -193669.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -193726.187500 Penalty: 2606.160156
	Iteration 5Q: 3 clusters Score -193726.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -193769.312500 Penalty: 2606.160156
	Iteration 6Q: 3 clusters Score -193769.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -193800.843750 Penalty: 2606.160156
	Iteration 7Q: 3 clusters Score -193800.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -193826.750000 Penalty: 2606.160156
	Iteration 8Q: 3 clusters Score -193826.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -193847.671875 Penalty: 2606.160156
	Iteration 9Q: 3 clusters Score -193847.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -193861.656250 Penalty: 2606.160156
	Iteration 10Q: 3 clusters Score -193861.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -193876.890625 Penalty: 2606.160156
	Iteration 11Q: 3 clusters Score -193876.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -193890.546875 Penalty: 2606.160156
	Iteration 12Q: 3 clusters Score -193890.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -193903.890625 Penalty: 2606.160156
	Iteration 13Q: 3 clusters Score -193903.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -193914.046875 Penalty: 2606.160156
	Iteration 14Q: 3 clusters Score -193914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -193921.843750 Penalty: 2606.160156
	Iteration 15Q: 3 clusters Score -193921.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -193930.078125 Penalty: 2606.160156
	Iteration 16Q: 3 clusters Score -193930.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -193938.062500 Penalty: 2606.160156
	Iteration 17Q: 3 clusters Score -193938.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -193946.281250 Penalty: 2606.160156
	Iteration 18Q: 3 clusters Score -193946.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -193956.250000 Penalty: 2606.160156
	Iteration 19Q: 3 clusters Score -193956.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -193965.093750 Penalty: 2606.160156
	Iteration 20F: 3 clusters Score -193965.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -193972.765625 Penalty: 2606.160156
	Iteration 21Q: 3 clusters Score -193972.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -193984.171875 Penalty: 2606.160156
	Iteration 22Q: 3 clusters Score -193984.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -193995.218750 Penalty: 2606.160156
	Iteration 23Q: 3 clusters Score -193995.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -194002.796875 Penalty: 2606.160156
	Iteration 24Q: 3 clusters Score -194002.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -194009.921875 Penalty: 2606.160156
	Iteration 25Q: 3 clusters Score -194009.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -194015.015625 Penalty: 2606.160156
	Iteration 26Q: 3 clusters Score -194015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -194019.859375 Penalty: 2606.160156
	Iteration 27Q: 3 clusters Score -194019.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -194025.609375 Penalty: 2606.160156
	Iteration 28Q: 3 clusters Score -194025.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -194034.890625 Penalty: 2606.160156
	Iteration 29Q: 3 clusters Score -194034.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -194045.281250 Penalty: 2606.160156
	Iteration 30Q: 3 clusters Score -194045.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -194050.546875 Penalty: 2606.160156
	Iteration 31Q: 3 clusters Score -194050.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -194055.140625 Penalty: 2606.160156
	Iteration 32Q: 3 clusters Score -194055.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -194058.609375 Penalty: 2606.160156
	Iteration 33Q: 3 clusters Score -194058.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -194063.703125 Penalty: 2606.160156
	Iteration 34Q: 3 clusters Score -194063.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -194068.859375 Penalty: 2606.160156
	Iteration 35Q: 3 clusters Score -194068.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -194078.125000 Penalty: 2606.160156
	Iteration 36Q: 3 clusters Score -194078.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -194087.031250 Penalty: 2606.160156
	Iteration 37Q: 3 clusters Score -194087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -194099.640625 Penalty: 2606.160156
	Iteration 38Q: 3 clusters Score -194099.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -194109.187500 Penalty: 2606.160156
	Iteration 39Q: 3 clusters Score -194109.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -194118.500000 Penalty: 2606.160156
	Iteration 40F: 3 clusters Score -194118.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -194124.921875 Penalty: 2606.160156
	Iteration 41Q: 3 clusters Score -194124.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -194133.687500 Penalty: 2606.160156
	Iteration 42Q: 3 clusters Score -194133.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -194144.593750 Penalty: 2606.160156
	Iteration 43Q: 3 clusters Score -194144.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -194156.703125 Penalty: 2606.160156
	Iteration 44Q: 3 clusters Score -194156.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -194170.890625 Penalty: 2606.160156
	Iteration 45Q: 3 clusters Score -194170.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -194183.515625 Penalty: 2606.160156
	Iteration 46Q: 3 clusters Score -194183.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -194193.531250 Penalty: 2606.160156
	Iteration 47Q: 3 clusters Score -194193.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -194200.515625 Penalty: 2606.160156
	Iteration 48Q: 3 clusters Score -194200.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -194203.984375 Penalty: 2606.160156
	Iteration 49Q: 3 clusters Score -194204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -194208.000000 Penalty: 2606.160156
	Iteration 50Q: 3 clusters Score -194208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -194211.828125 Penalty: 2606.160156
	Iteration 51Q: 3 clusters Score -194211.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -194214.921875 Penalty: 2606.160156
	Iteration 52Q: 3 clusters Score -194214.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -194217.468750 Penalty: 2606.160156
	Iteration 53Q: 3 clusters Score -194217.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -194219.593750 Penalty: 2606.160156
	Iteration 54Q: 3 clusters Score -194219.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -194222.781250 Penalty: 2606.160156
	Iteration 55Q: 3 clusters Score -194222.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -194224.546875 Penalty: 2606.160156
	Iteration 56Q: 3 clusters Score -194224.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -194229.375000 Penalty: 2606.160156
	Iteration 57Q: 3 clusters Score -194229.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -194232.562500 Penalty: 2606.160156
	Iteration 58Q: 3 clusters Score -194232.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -194232.750000 Penalty: 2606.160156
	Iteration 59Q: 3 clusters Score -194232.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -194232.750000 Penalty: 2606.160156
	Iteration 60F: 3 clusters Score -194232.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Entering Unmasked Estep 
Score: -261242.328125 Penalty: 1370.776733
	Iteration 0F: 2 clusters Score -261242.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -257527.515625 Penalty: 2741.553467
	Iteration 0F: 3 clusters Score -257527.5 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -258509.015625 Penalty: 2741.553467
	Iteration 1F: 3 clusters Score -258509 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -258670.109375 Penalty: 2741.553467
	Iteration 2F: 3 clusters Score -258670.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -258814.531250 Penalty: 2741.553467
	Iteration 3F: 3 clusters Score -258814.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -258915.859375 Penalty: 2741.553467
	Iteration 4Q: 3 clusters Score -258915.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -259007.859375 Penalty: 2741.553467
	Iteration 5Q: 3 clusters Score -259007.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -259116.781250 Penalty: 2741.553467
	Iteration 6Q: 3 clusters Score -259116.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -259255.562500 Penalty: 2741.553467
	Iteration 7Q: 3 clusters Score -259255.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -259467.062500 Penalty: 2741.553467
	Iteration 8Q: 3 clusters Score -259467.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -259730.218750 Penalty: 2741.553467
	Iteration 9F: 3 clusters Score -259730.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -259990.796875 Penalty: 2741.553467
	Iteration 10F: 3 clusters Score -259990.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -260245.765625 Penalty: 2741.553467
	Iteration 11F: 3 clusters Score -260245.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -260457.875000 Penalty: 2741.553467
	Iteration 12F: 3 clusters Score -260457.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -260612.187500 Penalty: 2741.553467
	Iteration 13Q: 3 clusters Score -260612.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -260714.593750 Penalty: 2741.553467
	Iteration 14Q: 3 clusters Score -260714.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -260792.015625 Penalty: 2741.553467
	Iteration 15Q: 3 clusters Score -260792 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -260849.906250 Penalty: 2741.553467
	Iteration 16Q: 3 clusters Score -260849.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -260885.078125 Penalty: 2741.553467
	Iteration 17Q: 3 clusters Score -260885.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -260902.484375 Penalty: 2741.553467
	Iteration 18Q: 3 clusters Score -260902.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -260913.390625 Penalty: 2741.553467
	Iteration 19Q: 3 clusters Score -260913.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -260917.921875 Penalty: 2741.553467
	Iteration 20F: 3 clusters Score -260917.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -260920.484375 Penalty: 2741.553467
	Iteration 21Q: 3 clusters Score -260920.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -260923.046875 Penalty: 2741.553467
	Iteration 22Q: 3 clusters Score -260923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -260923.515625 Penalty: 2741.553467
	Iteration 23Q: 3 clusters Score -260923.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -260923.750000 Penalty: 2741.553467
	Iteration 24Q: 3 clusters Score -260923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -260923.515625 Penalty: 2741.553467
	Iteration 25Q: 3 clusters Score -260923.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -260924.265625 Penalty: 2741.553467
	Iteration 26Q: 3 clusters Score -260924.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -260924.921875 Penalty: 2741.553467
	Iteration 27Q: 3 clusters Score -260924.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -260925.390625 Penalty: 2741.553467
	Iteration 28Q: 3 clusters Score -260925.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -260925.578125 Penalty: 2741.553467
	Iteration 29Q: 3 clusters Score -260925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -260926.125000 Penalty: 2741.553467
	Iteration 30Q: 3 clusters Score -260926.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -260927.390625 Penalty: 2741.553467
	Iteration 31Q: 3 clusters Score -260927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -260927.656250 Penalty: 2741.553467
	Iteration 32Q: 3 clusters Score -260927.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -260927.812500 Penalty: 2741.553467
	Iteration 33Q: 3 clusters Score -260927.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -260928.312500 Penalty: 2741.553467
	Iteration 34Q: 3 clusters Score -260928.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -260928.562500 Penalty: 2741.553467
	Iteration 35Q: 3 clusters Score -260928.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -260928.562500 Penalty: 2741.553467
	Iteration 36F: 3 clusters Score -260928.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Entering Unmasked Estep 
Score: -1039608.312500 Penalty: 1573.532593
	Iteration 0F: 2 clusters Score -1039608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1028454.625000 Penalty: 3147.065186
	Iteration 0F: 3 clusters Score -1028455 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1032471.250000 Penalty: 3147.065186
	Iteration 1F: 3 clusters Score -1032471 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1032743.500000 Penalty: 3147.065186
	Iteration 2Q: 3 clusters Score -1032744 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1033018.000000 Penalty: 3147.065186
	Iteration 3Q: 3 clusters Score -1033018 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1033344.062500 Penalty: 3147.065186
	Iteration 4Q: 3 clusters Score -1033344 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1033785.125000 Penalty: 3147.065186
	Iteration 5Q: 3 clusters Score -1033785 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1034347.187500 Penalty: 3147.065186
	Iteration 6F: 3 clusters Score -1034347 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1034988.125000 Penalty: 3147.065186
	Iteration 7F: 3 clusters Score -1034988 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1035725.437500 Penalty: 3147.065186
	Iteration 8F: 3 clusters Score -1035725 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1036467.187500 Penalty: 3147.065186
	Iteration 9F: 3 clusters Score -1036467 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1036991.250000 Penalty: 3147.065186
	Iteration 10Q: 3 clusters Score -1036991 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1037351.625000 Penalty: 3147.065186
	Iteration 11Q: 3 clusters Score -1037352 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1037533.625000 Penalty: 3147.065186
	Iteration 12Q: 3 clusters Score -1037534 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1037645.875000 Penalty: 3147.065186
	Iteration 13Q: 3 clusters Score -1037646 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1037731.312500 Penalty: 3147.065186
	Iteration 14Q: 3 clusters Score -1037731 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1037789.875000 Penalty: 3147.065186
	Iteration 15Q: 3 clusters Score -1037790 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1037831.687500 Penalty: 3147.065186
	Iteration 16Q: 3 clusters Score -1037832 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1037859.750000 Penalty: 3147.065186
	Iteration 17Q: 3 clusters Score -1037860 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1037886.937500 Penalty: 3147.065186
	Iteration 18Q: 3 clusters Score -1037887 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1037911.750000 Penalty: 3147.065186
	Iteration 19Q: 3 clusters Score -1037912 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1037933.125000 Penalty: 3147.065186
	Iteration 20F: 3 clusters Score -1037933 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1037949.562500 Penalty: 3147.065186
	Iteration 21Q: 3 clusters Score -1037950 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1037964.812500 Penalty: 3147.065186
	Iteration 22Q: 3 clusters Score -1037965 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1037985.937500 Penalty: 3147.065186
	Iteration 23Q: 3 clusters Score -1037986 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1038003.562500 Penalty: 3147.065186
	Iteration 24Q: 3 clusters Score -1038004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1038014.375000 Penalty: 3147.065186
	Iteration 25Q: 3 clusters Score -1038014 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1038027.375000 Penalty: 3147.065186
	Iteration 26Q: 3 clusters Score -1038027 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1038033.687500 Penalty: 3147.065186
	Iteration 27Q: 3 clusters Score -1038034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1038044.812500 Penalty: 3147.065186
	Iteration 28Q: 3 clusters Score -1038045 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1038056.875000 Penalty: 3147.065186
	Iteration 29Q: 3 clusters Score -1038057 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1038066.312500 Penalty: 3147.065186
	Iteration 30Q: 3 clusters Score -1038066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1038077.562500 Penalty: 3147.065186
	Iteration 31Q: 3 clusters Score -1038078 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1038083.000000 Penalty: 3147.065186
	Iteration 32Q: 3 clusters Score -1038083 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1038096.062500 Penalty: 3147.065186
	Iteration 33Q: 3 clusters Score -1038096 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1038108.562500 Penalty: 3147.065186
	Iteration 34Q: 3 clusters Score -1038109 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1038121.062500 Penalty: 3147.065186
	Iteration 35Q: 3 clusters Score -1038121 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1038131.875000 Penalty: 3147.065186
	Iteration 36Q: 3 clusters Score -1038132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1038149.750000 Penalty: 3147.065186
	Iteration 37Q: 3 clusters Score -1038150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1038162.062500 Penalty: 3147.065186
	Iteration 38Q: 3 clusters Score -1038162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1038170.062500 Penalty: 3147.065186
	Iteration 39Q: 3 clusters Score -1038170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1038187.062500 Penalty: 3147.065186
	Iteration 40F: 3 clusters Score -1038187 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1038200.187500 Penalty: 3147.065186
	Iteration 41Q: 3 clusters Score -1038200 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1038222.375000 Penalty: 3147.065186
	Iteration 42Q: 3 clusters Score -1038222 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1038238.750000 Penalty: 3147.065186
	Iteration 43Q: 3 clusters Score -1038239 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1038258.250000 Penalty: 3147.065186
	Iteration 44Q: 3 clusters Score -1038258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1038265.625000 Penalty: 3147.065186
	Iteration 45Q: 3 clusters Score -1038266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1038280.937500 Penalty: 3147.065186
	Iteration 46Q: 3 clusters Score -1038281 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1038289.500000 Penalty: 3147.065186
	Iteration 47Q: 3 clusters Score -1038290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1038297.937500 Penalty: 3147.065186
	Iteration 48Q: 3 clusters Score -1038298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1038305.625000 Penalty: 3147.065186
	Iteration 49Q: 3 clusters Score -1038306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1038310.062500 Penalty: 3147.065186
	Iteration 50Q: 3 clusters Score -1038310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1038315.500000 Penalty: 3147.065186
	Iteration 51Q: 3 clusters Score -1038316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1038321.312500 Penalty: 3147.065186
	Iteration 52Q: 3 clusters Score -1038321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1038330.687500 Penalty: 3147.065186
	Iteration 53Q: 3 clusters Score -1038331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1038334.750000 Penalty: 3147.065186
	Iteration 54Q: 3 clusters Score -1038335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1038338.125000 Penalty: 3147.065186
	Iteration 55Q: 3 clusters Score -1038338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1038347.750000 Penalty: 3147.065186
	Iteration 56Q: 3 clusters Score -1038348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1038353.312500 Penalty: 3147.065186
	Iteration 57Q: 3 clusters Score -1038353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1038360.500000 Penalty: 3147.065186
	Iteration 58Q: 3 clusters Score -1038360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1038364.812500 Penalty: 3147.065186
	Iteration 59Q: 3 clusters Score -1038365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1038368.812500 Penalty: 3147.065186
	Iteration 60F: 3 clusters Score -1038369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1038370.812500 Penalty: 3147.065186
	Iteration 61Q: 3 clusters Score -1038371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1038371.937500 Penalty: 3147.065186
	Iteration 62Q: 3 clusters Score -1038372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1038375.750000 Penalty: 3147.065186
	Iteration 63Q: 3 clusters Score -1038376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1038379.187500 Penalty: 3147.065186
	Iteration 64Q: 3 clusters Score -1038379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1038377.500000 Penalty: 3147.065186
	Iteration 65Q: 3 clusters Score -1038378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1038380.312500 Penalty: 3147.065186
	Iteration 66Q: 3 clusters Score -1038380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1038381.812500 Penalty: 3147.065186
	Iteration 67Q: 3 clusters Score -1038382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1038385.687500 Penalty: 3147.065186
	Iteration 68Q: 3 clusters Score -1038386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1038385.000000 Penalty: 3147.065186
	Iteration 69Q: 3 clusters Score -1038385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1038389.437500 Penalty: 3147.065186
	Iteration 70Q: 3 clusters Score -1038389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1038392.937500 Penalty: 3147.065186
	Iteration 71Q: 3 clusters Score -1038393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1038394.625000 Penalty: 3147.065186
	Iteration 72Q: 3 clusters Score -1038395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1038398.375000 Penalty: 3147.065186
	Iteration 73Q: 3 clusters Score -1038398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1038400.250000 Penalty: 3147.065186
	Iteration 74Q: 3 clusters Score -1038400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1038405.250000 Penalty: 3147.065186
	Iteration 75Q: 3 clusters Score -1038405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1038407.687500 Penalty: 3147.065186
	Iteration 76Q: 3 clusters Score -1038408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1038412.937500 Penalty: 3147.065186
	Iteration 77Q: 3 clusters Score -1038413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1038413.937500 Penalty: 3147.065186
	Iteration 78Q: 3 clusters Score -1038414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1038413.562500 Penalty: 3147.065186
	Iteration 79Q: 3 clusters Score -1038414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1038415.062500 Penalty: 3147.065186
	Iteration 80F: 3 clusters Score -1038415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1038417.625000 Penalty: 3147.065186
	Iteration 81Q: 3 clusters Score -1038418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1038421.687500 Penalty: 3147.065186
	Iteration 82Q: 3 clusters Score -1038422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1038425.000000 Penalty: 3147.065186
	Iteration 83Q: 3 clusters Score -1038425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1038432.000000 Penalty: 3147.065186
	Iteration 84Q: 3 clusters Score -1038432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1038432.125000 Penalty: 3147.065186
	Iteration 85Q: 3 clusters Score -1038432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1038437.000000 Penalty: 3147.065186
	Iteration 86Q: 3 clusters Score -1038437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1038439.000000 Penalty: 3147.065186
	Iteration 87Q: 3 clusters Score -1038439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1038441.625000 Penalty: 3147.065186
	Iteration 88Q: 3 clusters Score -1038442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1038443.875000 Penalty: 3147.065186
	Iteration 89Q: 3 clusters Score -1038444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1038443.125000 Penalty: 3147.065186
	Iteration 90Q: 3 clusters Score -1038443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1038443.562500 Penalty: 3147.065186
	Iteration 91Q: 3 clusters Score -1038444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1038444.437500 Penalty: 3147.065186
	Iteration 92Q: 3 clusters Score -1038444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1038444.437500 Penalty: 3147.065186
	Iteration 93F: 3 clusters Score -1038444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Entering Unmasked Estep 
Score: -59251.800781 Penalty: 1118.062378
	Iteration 0F: 2 clusters Score -59251.8 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 504 members 
Entering Unmasked Estep 
Score: -57822.828125 Penalty: 2236.124756
	Iteration 0F: 3 clusters Score -57822.83 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -58074.214844 Penalty: 2236.124756
	Iteration 1F: 3 clusters Score -58074.21 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -58170.265625 Penalty: 2236.124756
	Iteration 2F: 3 clusters Score -58170.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -58200.480469 Penalty: 2236.124756
	Iteration 3Q: 3 clusters Score -58200.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -58213.332031 Penalty: 2236.124756
	Iteration 4Q: 3 clusters Score -58213.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -58222.062500 Penalty: 2236.124756
	Iteration 5Q: 3 clusters Score -58222.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -58228.250000 Penalty: 2236.124756
	Iteration 6Q: 3 clusters Score -58228.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -58235.425781 Penalty: 2236.124756
	Iteration 7Q: 3 clusters Score -58235.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -58239.824219 Penalty: 2236.124756
	Iteration 8Q: 3 clusters Score -58239.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -58243.753906 Penalty: 2236.124756
	Iteration 9Q: 3 clusters Score -58243.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -58245.902344 Penalty: 2236.124756
	Iteration 10Q: 3 clusters Score -58245.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -58248.503906 Penalty: 2236.124756
	Iteration 11Q: 3 clusters Score -58248.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -58250.441406 Penalty: 2236.124756
	Iteration 12Q: 3 clusters Score -58250.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -58252.691406 Penalty: 2236.124756
	Iteration 13Q: 3 clusters Score -58252.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -58254.320312 Penalty: 2236.124756
	Iteration 14Q: 3 clusters Score -58254.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -58255.871094 Penalty: 2236.124756
	Iteration 15Q: 3 clusters Score -58255.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -58255.871094 Penalty: 2236.124756
	Iteration 16F: 3 clusters Score -58255.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (324193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324193 members 
Entering Unmasked Estep 
Score: -20165738.000000 Penalty: 2061.977783
	Iteration 0F: 2 clusters Score -2.016574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162111 members 
Mstep: Class 2 contains 162082 members 
Entering Unmasked Estep 
Score: -19946830.000000 Penalty: 4123.955566
	Iteration 0F: 3 clusters Score -1.994683e+07 nChanged 158069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161288 members 
Mstep: Class 2 contains 162905 members 
Entering Unmasked Estep 
Score: -20042758.000000 Penalty: 4123.955566
	Iteration 1F: 3 clusters Score -2.004276e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160802 members 
Mstep: Class 2 contains 163391 members 
Entering Unmasked Estep 
Score: -20044526.000000 Penalty: 4123.955566
	Iteration 2Q: 3 clusters Score -2.004453e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160126 members 
Mstep: Class 2 contains 164067 members 
Entering Unmasked Estep 
Score: -20046634.000000 Penalty: 4123.955566
	Iteration 3Q: 3 clusters Score -2.004663e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 164831 members 
Entering Unmasked Estep 
Score: -20049130.000000 Penalty: 4123.955566
	Iteration 4Q: 3 clusters Score -2.004913e+07 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158356 members 
Mstep: Class 2 contains 165837 members 
Entering Unmasked Estep 
Score: -20052954.000000 Penalty: 4123.955566
	Iteration 5Q: 3 clusters Score -2.005295e+07 nChanged 13239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157351 members 
Mstep: Class 2 contains 166842 members 
Entering Unmasked Estep 
Score: -20058620.000000 Penalty: 4123.955566
	Iteration 6Q: 3 clusters Score -2.005862e+07 nChanged 15932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156219 members 
Mstep: Class 2 contains 167974 members 
Entering Unmasked Estep 
Score: -20067816.000000 Penalty: 4123.955566
	Iteration 7Q: 3 clusters Score -2.006782e+07 nChanged 19081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155176 members 
Mstep: Class 2 contains 169017 members 
Entering Unmasked Estep 
Score: -20081272.000000 Penalty: 4123.955566
	Iteration 8F: 3 clusters Score -2.008127e+07 nChanged 20383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154473 members 
Mstep: Class 2 contains 169720 members 
Entering Unmasked Estep 
Score: -20095992.000000 Penalty: 4123.955566
	Iteration 9F: 3 clusters Score -2.009599e+07 nChanged 17510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154087 members 
Mstep: Class 2 contains 170106 members 
Entering Unmasked Estep 
Score: -20104358.000000 Penalty: 4123.955566
	Iteration 10F: 3 clusters Score -2.010436e+07 nChanged 11219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153480 members 
Mstep: Class 2 contains 170713 members 
Entering Unmasked Estep 
Score: -20107106.000000 Penalty: 4123.955566
	Iteration 11Q: 3 clusters Score -2.010711e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152734 members 
Mstep: Class 2 contains 171459 members 
Entering Unmasked Estep 
Score: -20107778.000000 Penalty: 4123.955566
	Iteration 12Q: 3 clusters Score -2.010778e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151793 members 
Mstep: Class 2 contains 172400 members 
Entering Unmasked Estep 
Score: -20107982.000000 Penalty: 4123.955566
	Iteration 13Q: 3 clusters Score -2.010798e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150811 members 
Mstep: Class 2 contains 173382 members 
Entering Unmasked Estep 
Score: -20108218.000000 Penalty: 4123.955566
	Iteration 14Q: 3 clusters Score -2.010822e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149725 members 
Mstep: Class 2 contains 174468 members 
Entering Unmasked Estep 
Score: -20108362.000000 Penalty: 4123.955566
	Iteration 15Q: 3 clusters Score -2.010836e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148523 members 
Mstep: Class 2 contains 175670 members 
Entering Unmasked Estep 
Score: -20108572.000000 Penalty: 4123.955566
	Iteration 16Q: 3 clusters Score -2.010857e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147215 members 
Mstep: Class 2 contains 176978 members 
Entering Unmasked Estep 
Score: -20108702.000000 Penalty: 4123.955566
	Iteration 17Q: 3 clusters Score -2.01087e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145755 members 
Mstep: Class 2 contains 178438 members 
Entering Unmasked Estep 
Score: -20108916.000000 Penalty: 4123.955566
	Iteration 18Q: 3 clusters Score -2.010892e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144223 members 
Mstep: Class 2 contains 179970 members 
Entering Unmasked Estep 
Score: -20109126.000000 Penalty: 4123.955566
	Iteration 19Q: 3 clusters Score -2.010913e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142512 members 
Mstep: Class 2 contains 181681 members 
Entering Unmasked Estep 
Score: -20109476.000000 Penalty: 4123.955566
	Iteration 20F: 3 clusters Score -2.010948e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140718 members 
Mstep: Class 2 contains 183475 members 
Entering Unmasked Estep 
Score: -20109574.000000 Penalty: 4123.955566
	Iteration 21Q: 3 clusters Score -2.010957e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138710 members 
Mstep: Class 2 contains 185483 members 
Entering Unmasked Estep 
Score: -20109812.000000 Penalty: 4123.955566
	Iteration 22Q: 3 clusters Score -2.010981e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136600 members 
Mstep: Class 2 contains 187593 members 
Entering Unmasked Estep 
Score: -20110202.000000 Penalty: 4123.955566
	Iteration 23Q: 3 clusters Score -2.01102e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134254 members 
Mstep: Class 2 contains 189939 members 
Entering Unmasked Estep 
Score: -20110512.000000 Penalty: 4123.955566
	Iteration 24Q: 3 clusters Score -2.011051e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131870 members 
Mstep: Class 2 contains 192323 members 
Entering Unmasked Estep 
Score: -20110722.000000 Penalty: 4123.955566
	Iteration 25Q: 3 clusters Score -2.011072e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129303 members 
Mstep: Class 2 contains 194890 members 
Entering Unmasked Estep 
Score: -20111054.000000 Penalty: 4123.955566
	Iteration 26Q: 3 clusters Score -2.011105e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126612 members 
Mstep: Class 2 contains 197581 members 
Entering Unmasked Estep 
Score: -20111396.000000 Penalty: 4123.955566
	Iteration 27Q: 3 clusters Score -2.01114e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123669 members 
Mstep: Class 2 contains 200524 members 
Entering Unmasked Estep 
Score: -20112012.000000 Penalty: 4123.955566
	Iteration 28Q: 3 clusters Score -2.011201e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120508 members 
Mstep: Class 2 contains 203685 members 
Entering Unmasked Estep 
Score: -20112566.000000 Penalty: 4123.955566
	Iteration 29Q: 3 clusters Score -2.011257e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117086 members 
Mstep: Class 2 contains 207107 members 
Entering Unmasked Estep 
Score: -20113240.000000 Penalty: 4123.955566
	Iteration 30Q: 3 clusters Score -2.011324e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113447 members 
Mstep: Class 2 contains 210746 members 
Entering Unmasked Estep 
Score: -20113880.000000 Penalty: 4123.955566
	Iteration 31Q: 3 clusters Score -2.011388e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109553 members 
Mstep: Class 2 contains 214640 members 
Entering Unmasked Estep 
Score: -20114784.000000 Penalty: 4123.955566
	Iteration 32Q: 3 clusters Score -2.011478e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105394 members 
Mstep: Class 2 contains 218799 members 
Entering Unmasked Estep 
Score: -20115776.000000 Penalty: 4123.955566
	Iteration 33Q: 3 clusters Score -2.011578e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101057 members 
Mstep: Class 2 contains 223136 members 
Entering Unmasked Estep 
Score: -20116900.000000 Penalty: 4123.955566
	Iteration 34Q: 3 clusters Score -2.01169e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96436 members 
Mstep: Class 2 contains 227757 members 
Entering Unmasked Estep 
Score: -20118058.000000 Penalty: 4123.955566
	Iteration 35Q: 3 clusters Score -2.011806e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 232629 members 
Entering Unmasked Estep 
Score: -20119348.000000 Penalty: 4123.955566
	Iteration 36Q: 3 clusters Score -2.011935e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 237761 members 
Entering Unmasked Estep 
Score: -20120838.000000 Penalty: 4123.955566
	Iteration 37Q: 3 clusters Score -2.012084e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81121 members 
Mstep: Class 2 contains 243072 members 
Entering Unmasked Estep 
Score: -20122300.000000 Penalty: 4123.955566
	Iteration 38Q: 3 clusters Score -2.01223e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Mstep: Class 2 contains 248614 members 
Entering Unmasked Estep 
Score: -20124008.000000 Penalty: 4123.955566
	Iteration 39Q: 3 clusters Score -2.012401e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69920 members 
Mstep: Class 2 contains 254273 members 
Entering Unmasked Estep 
Score: -20125870.000000 Penalty: 4123.955566
	Iteration 40F: 3 clusters Score -2.012587e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 260196 members 
Entering Unmasked Estep 
Score: -20127970.000000 Penalty: 4123.955566
	Iteration 41Q: 3 clusters Score -2.012797e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 266248 members 
Entering Unmasked Estep 
Score: -20130290.000000 Penalty: 4123.955566
	Iteration 42Q: 3 clusters Score -2.013029e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 272260 members 
Entering Unmasked Estep 
Score: -20132782.000000 Penalty: 4123.955566
	Iteration 43Q: 3 clusters Score -2.013278e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 278372 members 
Entering Unmasked Estep 
Score: -20135384.000000 Penalty: 4123.955566
	Iteration 44Q: 3 clusters Score -2.013538e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 284572 members 
Entering Unmasked Estep 
Score: -20138412.000000 Penalty: 4123.955566
	Iteration 45Q: 3 clusters Score -2.013841e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 290653 members 
Entering Unmasked Estep 
Score: -20141610.000000 Penalty: 4123.955566
	Iteration 46Q: 3 clusters Score -2.014161e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 296539 members 
Entering Unmasked Estep 
Score: -20145020.000000 Penalty: 4123.955566
	Iteration 47Q: 3 clusters Score -2.014502e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 302106 members 
Entering Unmasked Estep 
Score: -20148496.000000 Penalty: 4123.955566
	Iteration 48Q: 3 clusters Score -2.01485e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 307246 members 
Entering Unmasked Estep 
Score: -20151976.000000 Penalty: 4123.955566
	Iteration 49Q: 3 clusters Score -2.015198e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 311797 members 
Entering Unmasked Estep 
Score: -20155058.000000 Penalty: 4123.955566
	Iteration 50Q: 3 clusters Score -2.015506e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 315583 members 
Entering Unmasked Estep 
Score: -20158036.000000 Penalty: 4123.955566
	Iteration 51Q: 3 clusters Score -2.015804e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 318556 members 
Entering Unmasked Estep 
Score: -20160098.000000 Penalty: 4123.955566
	Iteration 52Q: 3 clusters Score -2.01601e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 320684 members 
Entering Unmasked Estep 
Score: -20161660.000000 Penalty: 4123.955566
	Iteration 53Q: 3 clusters Score -2.016166e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 322052 members 
Entering Unmasked Estep 
Score: -20162600.000000 Penalty: 4123.955566
	Iteration 54Q: 3 clusters Score -2.01626e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 322826 members 
Entering Unmasked Estep 
Score: -20163118.000000 Penalty: 4123.955566
	Iteration 55Q: 3 clusters Score -2.016312e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 323247 members 
Entering Unmasked Estep 
Score: -20163396.000000 Penalty: 4123.955566
	Iteration 56Q: 3 clusters Score -2.01634e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 323468 members 
Entering Unmasked Estep 
Score: -20163558.000000 Penalty: 4123.955566
	Iteration 57Q: 3 clusters Score -2.016356e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 323581 members 
Entering Unmasked Estep 
Score: -20163644.000000 Penalty: 4123.955566
	Iteration 58Q: 3 clusters Score -2.016364e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 323650 members 
Entering Unmasked Estep 
Score: -20163716.000000 Penalty: 4123.955566
	Iteration 59Q: 3 clusters Score -2.016372e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 323699 members 
Entering Unmasked Estep 
Score: -20163766.000000 Penalty: 4123.955566
	Iteration 60F: 3 clusters Score -2.016377e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 323726 members 
Entering Unmasked Estep 
Score: -20163784.000000 Penalty: 4123.955566
	Iteration 61Q: 3 clusters Score -2.016378e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 323750 members 
Entering Unmasked Estep 
Score: -20163818.000000 Penalty: 4123.955566
	Iteration 62Q: 3 clusters Score -2.016382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 323764 members 
Entering Unmasked Estep 
Score: -20163838.000000 Penalty: 4123.955566
	Iteration 63Q: 3 clusters Score -2.016384e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 323777 members 
Entering Unmasked Estep 
Score: -20163852.000000 Penalty: 4123.955566
	Iteration 64Q: 3 clusters Score -2.016385e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 323787 members 
Entering Unmasked Estep 
Score: -20163876.000000 Penalty: 4123.955566
	Iteration 65Q: 3 clusters Score -2.016388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 323798 members 
Entering Unmasked Estep 
Score: -20163880.000000 Penalty: 4123.955566
	Iteration 66Q: 3 clusters Score -2.016388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 323805 members 
Entering Unmasked Estep 
Score: -20163888.000000 Penalty: 4123.955566
	Iteration 67Q: 3 clusters Score -2.016389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 323814 members 
Entering Unmasked Estep 
Score: -20163894.000000 Penalty: 4123.955566
	Iteration 68Q: 3 clusters Score -2.016389e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 323824 members 
Entering Unmasked Estep 
Score: -20163912.000000 Penalty: 4123.955566
	Iteration 69Q: 3 clusters Score -2.016391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 323829 members 
Entering Unmasked Estep 
Score: -20163912.000000 Penalty: 4123.955566
	Iteration 70Q: 3 clusters Score -2.016391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 323835 members 
Entering Unmasked Estep 
Score: -20163928.000000 Penalty: 4123.955566
	Iteration 71Q: 3 clusters Score -2.016393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 323842 members 
Entering Unmasked Estep 
Score: -20163932.000000 Penalty: 4123.955566
	Iteration 72Q: 3 clusters Score -2.016393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 323845 members 
Entering Unmasked Estep 
Score: -20163924.000000 Penalty: 4123.955566
	Iteration 73Q: 3 clusters Score -2.016392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 323844 members 
Entering Unmasked Estep 
Score: -20163936.000000 Penalty: 4123.955566
	Iteration 74Q: 3 clusters Score -2.016394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 323845 members 
Entering Unmasked Estep 
Score: -20163930.000000 Penalty: 4123.955566
	Iteration 75Q: 3 clusters Score -2.016393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 323845 members 
Entering Unmasked Estep 
Score: -20163930.000000 Penalty: 4123.955566
	Iteration 76F: 3 clusters Score -2.016393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Entering Unmasked Estep 
Score: -1127770.875000 Penalty: 1597.217896
	Iteration 0F: 2 clusters Score -1127771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1115123.750000 Penalty: 3194.435791
	Iteration 0F: 3 clusters Score -1115124 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1119762.375000 Penalty: 3194.435791
	Iteration 1F: 3 clusters Score -1119762 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1120209.125000 Penalty: 3194.435791
	Iteration 2F: 3 clusters Score -1120209 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1120697.750000 Penalty: 3194.435791
	Iteration 3F: 3 clusters Score -1120698 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1121229.375000 Penalty: 3194.435791
	Iteration 4Q: 3 clusters Score -1121229 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1121753.250000 Penalty: 3194.435791
	Iteration 5Q: 3 clusters Score -1121753 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1122267.250000 Penalty: 3194.435791
	Iteration 6Q: 3 clusters Score -1122267 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1122783.750000 Penalty: 3194.435791
	Iteration 7Q: 3 clusters Score -1122784 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1123241.875000 Penalty: 3194.435791
	Iteration 8Q: 3 clusters Score -1123242 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1123648.875000 Penalty: 3194.435791
	Iteration 9Q: 3 clusters Score -1123649 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1123997.750000 Penalty: 3194.435791
	Iteration 10Q: 3 clusters Score -1123998 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1124287.875000 Penalty: 3194.435791
	Iteration 11Q: 3 clusters Score -1124288 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1124540.500000 Penalty: 3194.435791
	Iteration 12Q: 3 clusters Score -1124540 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1124809.750000 Penalty: 3194.435791
	Iteration 13Q: 3 clusters Score -1124810 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1125061.625000 Penalty: 3194.435791
	Iteration 14Q: 3 clusters Score -1125062 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1125262.375000 Penalty: 3194.435791
	Iteration 15Q: 3 clusters Score -1125262 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1125419.500000 Penalty: 3194.435791
	Iteration 16Q: 3 clusters Score -1125420 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1125562.750000 Penalty: 3194.435791
	Iteration 17Q: 3 clusters Score -1125563 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1125657.625000 Penalty: 3194.435791
	Iteration 18Q: 3 clusters Score -1125658 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1125754.125000 Penalty: 3194.435791
	Iteration 19Q: 3 clusters Score -1125754 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1125849.750000 Penalty: 3194.435791
	Iteration 20F: 3 clusters Score -1125850 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1125907.750000 Penalty: 3194.435791
	Iteration 21Q: 3 clusters Score -1125908 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -1125955.875000 Penalty: 3194.435791
	Iteration 22Q: 3 clusters Score -1125956 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -1126019.625000 Penalty: 3194.435791
	Iteration 23Q: 3 clusters Score -1126020 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1126071.000000 Penalty: 3194.435791
	Iteration 24Q: 3 clusters Score -1126071 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -1126115.250000 Penalty: 3194.435791
	Iteration 25Q: 3 clusters Score -1126115 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -1126153.000000 Penalty: 3194.435791
	Iteration 26Q: 3 clusters Score -1126153 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1126183.875000 Penalty: 3194.435791
	Iteration 27Q: 3 clusters Score -1126184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -1126210.750000 Penalty: 3194.435791
	Iteration 28Q: 3 clusters Score -1126211 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -1126228.875000 Penalty: 3194.435791
	Iteration 29Q: 3 clusters Score -1126229 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -1126250.625000 Penalty: 3194.435791
	Iteration 30Q: 3 clusters Score -1126251 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -1126262.500000 Penalty: 3194.435791
	Iteration 31Q: 3 clusters Score -1126262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -1126273.250000 Penalty: 3194.435791
	Iteration 32Q: 3 clusters Score -1126273 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -1126287.875000 Penalty: 3194.435791
	Iteration 33Q: 3 clusters Score -1126288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -1126291.250000 Penalty: 3194.435791
	Iteration 34Q: 3 clusters Score -1126291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -1126301.750000 Penalty: 3194.435791
	Iteration 35Q: 3 clusters Score -1126302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -1126307.500000 Penalty: 3194.435791
	Iteration 36Q: 3 clusters Score -1126308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -1126313.875000 Penalty: 3194.435791
	Iteration 37Q: 3 clusters Score -1126314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -1126322.000000 Penalty: 3194.435791
	Iteration 38Q: 3 clusters Score -1126322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -1126325.500000 Penalty: 3194.435791
	Iteration 39Q: 3 clusters Score -1126326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -1126329.750000 Penalty: 3194.435791
	Iteration 40F: 3 clusters Score -1126330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -1126338.875000 Penalty: 3194.435791
	Iteration 41Q: 3 clusters Score -1126339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -1126342.125000 Penalty: 3194.435791
	Iteration 42Q: 3 clusters Score -1126342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -1126348.750000 Penalty: 3194.435791
	Iteration 43Q: 3 clusters Score -1126349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -1126350.250000 Penalty: 3194.435791
	Iteration 44Q: 3 clusters Score -1126350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -1126353.125000 Penalty: 3194.435791
	Iteration 45Q: 3 clusters Score -1126353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -1126357.875000 Penalty: 3194.435791
	Iteration 46Q: 3 clusters Score -1126358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -1126364.000000 Penalty: 3194.435791
	Iteration 47Q: 3 clusters Score -1126364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -1126367.500000 Penalty: 3194.435791
	Iteration 48Q: 3 clusters Score -1126368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -1126370.375000 Penalty: 3194.435791
	Iteration 49Q: 3 clusters Score -1126370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -1126371.875000 Penalty: 3194.435791
	Iteration 50Q: 3 clusters Score -1126372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1126374.500000 Penalty: 3194.435791
	Iteration 51Q: 3 clusters Score -1126374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -1126378.250000 Penalty: 3194.435791
	Iteration 52Q: 3 clusters Score -1126378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1126382.625000 Penalty: 3194.435791
	Iteration 53Q: 3 clusters Score -1126383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -1126386.500000 Penalty: 3194.435791
	Iteration 54Q: 3 clusters Score -1126386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -1126387.000000 Penalty: 3194.435791
	Iteration 55Q: 3 clusters Score -1126387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -1126390.000000 Penalty: 3194.435791
	Iteration 56Q: 3 clusters Score -1126390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -1126396.500000 Penalty: 3194.435791
	Iteration 57Q: 3 clusters Score -1126396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -1126400.375000 Penalty: 3194.435791
	Iteration 58Q: 3 clusters Score -1126400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -1126401.375000 Penalty: 3194.435791
	Iteration 59Q: 3 clusters Score -1126401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -1126403.750000 Penalty: 3194.435791
	Iteration 60F: 3 clusters Score -1126404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -1126403.750000 Penalty: 3194.435791
	Iteration 61Q: 3 clusters Score -1126404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -1126407.875000 Penalty: 3194.435791
	Iteration 62Q: 3 clusters Score -1126408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -1126409.000000 Penalty: 3194.435791
	Iteration 63Q: 3 clusters Score -1126409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -1126407.750000 Penalty: 3194.435791
	Iteration 64Q: 3 clusters Score -1126408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -1126408.375000 Penalty: 3194.435791
	Iteration 65Q: 3 clusters Score -1126408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -1126408.375000 Penalty: 3194.435791
	Iteration 66F: 3 clusters Score -1126408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (56887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56887 members 
Entering Unmasked Estep 
Score: -3564681.500000 Penalty: 1779.183594
	Iteration 0F: 2 clusters Score -3564682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -3526732.000000 Penalty: 3558.367188
	Iteration 0F: 3 clusters Score -3526732 nChanged 26765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -3542257.500000 Penalty: 3558.367188
	Iteration 1F: 3 clusters Score -3542258 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -3543468.750000 Penalty: 3558.367188
	Iteration 2F: 3 clusters Score -3543469 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -3545368.500000 Penalty: 3558.367188
	Iteration 3F: 3 clusters Score -3545368 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -3548347.000000 Penalty: 3558.367188
	Iteration 4F: 3 clusters Score -3548347 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3552224.250000 Penalty: 3558.367188
	Iteration 5F: 3 clusters Score -3552224 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3556379.500000 Penalty: 3558.367188
	Iteration 6F: 3 clusters Score -3556380 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -3559837.750000 Penalty: 3558.367188
	Iteration 7F: 3 clusters Score -3559838 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3562068.500000 Penalty: 3558.367188
	Iteration 8Q: 3 clusters Score -3562068 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3563159.000000 Penalty: 3558.367188
	Iteration 9Q: 3 clusters Score -3563159 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3563686.500000 Penalty: 3558.367188
	Iteration 10Q: 3 clusters Score -3563686 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3563903.000000 Penalty: 3558.367188
	Iteration 11Q: 3 clusters Score -3563903 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3563999.750000 Penalty: 3558.367188
	Iteration 12Q: 3 clusters Score -3564000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3564029.500000 Penalty: 3558.367188
	Iteration 13Q: 3 clusters Score -3564030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3564041.500000 Penalty: 3558.367188
	Iteration 14Q: 3 clusters Score -3564042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3564053.500000 Penalty: 3558.367188
	Iteration 15Q: 3 clusters Score -3564054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3564057.750000 Penalty: 3558.367188
	Iteration 16Q: 3 clusters Score -3564058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3564058.750000 Penalty: 3558.367188
	Iteration 17Q: 3 clusters Score -3564059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3564060.000000 Penalty: 3558.367188
	Iteration 18Q: 3 clusters Score -3564060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56302 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3564066.750000 Penalty: 3558.367188
	Iteration 19Q: 3 clusters Score -3564067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3564070.000000 Penalty: 3558.367188
	Iteration 20F: 3 clusters Score -3564070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3564072.750000 Penalty: 3558.367188
	Iteration 21Q: 3 clusters Score -3564073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3564074.750000 Penalty: 3558.367188
	Iteration 22Q: 3 clusters Score -3564075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3564076.500000 Penalty: 3558.367188
	Iteration 23Q: 3 clusters Score -3564076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56317 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3564080.000000 Penalty: 3558.367188
	Iteration 24Q: 3 clusters Score -3564080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3564076.500000 Penalty: 3558.367188
	Iteration 25Q: 3 clusters Score -3564076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3564077.500000 Penalty: 3558.367188
	Iteration 26Q: 3 clusters Score -3564078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3564077.500000 Penalty: 3558.367188
	Iteration 27F: 3 clusters Score -3564078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Entering Unmasked Estep 
Score: -1280946.375000 Penalty: 1608.983276
	Iteration 0F: 2 clusters Score -1280946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1267362.375000 Penalty: 3217.966553
	Iteration 0F: 3 clusters Score -1267362 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1272249.875000 Penalty: 3217.966553
	Iteration 1F: 3 clusters Score -1272250 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1272564.375000 Penalty: 3217.966553
	Iteration 2Q: 3 clusters Score -1272564 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1272906.250000 Penalty: 3217.966553
	Iteration 3Q: 3 clusters Score -1272906 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1273308.250000 Penalty: 3217.966553
	Iteration 4Q: 3 clusters Score -1273308 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1273838.250000 Penalty: 3217.966553
	Iteration 5F: 3 clusters Score -1273838 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1274495.375000 Penalty: 3217.966553
	Iteration 6F: 3 clusters Score -1274495 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1275287.000000 Penalty: 3217.966553
	Iteration 7F: 3 clusters Score -1275287 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1276163.125000 Penalty: 3217.966553
	Iteration 8F: 3 clusters Score -1276163 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -1277013.125000 Penalty: 3217.966553
	Iteration 9F: 3 clusters Score -1277013 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -1277726.250000 Penalty: 3217.966553
	Iteration 10Q: 3 clusters Score -1277726 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -1278204.375000 Penalty: 3217.966553
	Iteration 11Q: 3 clusters Score -1278204 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -1278560.625000 Penalty: 3217.966553
	Iteration 12Q: 3 clusters Score -1278561 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -1278808.500000 Penalty: 3217.966553
	Iteration 13Q: 3 clusters Score -1278808 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -1278990.000000 Penalty: 3217.966553
	Iteration 14Q: 3 clusters Score -1278990 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -1279110.750000 Penalty: 3217.966553
	Iteration 15Q: 3 clusters Score -1279111 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -1279193.875000 Penalty: 3217.966553
	Iteration 16Q: 3 clusters Score -1279194 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -1279247.625000 Penalty: 3217.966553
	Iteration 17Q: 3 clusters Score -1279248 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -1279299.125000 Penalty: 3217.966553
	Iteration 18Q: 3 clusters Score -1279299 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -1279347.125000 Penalty: 3217.966553
	Iteration 19Q: 3 clusters Score -1279347 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -1279373.875000 Penalty: 3217.966553
	Iteration 20F: 3 clusters Score -1279374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -1279393.875000 Penalty: 3217.966553
	Iteration 21Q: 3 clusters Score -1279394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -1279406.000000 Penalty: 3217.966553
	Iteration 22Q: 3 clusters Score -1279406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -1279421.125000 Penalty: 3217.966553
	Iteration 23Q: 3 clusters Score -1279421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -1279424.000000 Penalty: 3217.966553
	Iteration 24Q: 3 clusters Score -1279424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -1279430.625000 Penalty: 3217.966553
	Iteration 25Q: 3 clusters Score -1279431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -1279436.500000 Penalty: 3217.966553
	Iteration 26Q: 3 clusters Score -1279436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -1279437.375000 Penalty: 3217.966553
	Iteration 27Q: 3 clusters Score -1279437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -1279440.125000 Penalty: 3217.966553
	Iteration 28Q: 3 clusters Score -1279440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -1279443.625000 Penalty: 3217.966553
	Iteration 29Q: 3 clusters Score -1279444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -1279447.500000 Penalty: 3217.966553
	Iteration 30Q: 3 clusters Score -1279448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -1279449.750000 Penalty: 3217.966553
	Iteration 31Q: 3 clusters Score -1279450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -1279449.375000 Penalty: 3217.966553
	Iteration 32Q: 3 clusters Score -1279449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -1279451.125000 Penalty: 3217.966553
	Iteration 33Q: 3 clusters Score -1279451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -1279449.500000 Penalty: 3217.966553
	Iteration 34Q: 3 clusters Score -1279450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -1279452.125000 Penalty: 3217.966553
	Iteration 35Q: 3 clusters Score -1279452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -1279451.500000 Penalty: 3217.966553
	Iteration 36Q: 3 clusters Score -1279452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -1279455.625000 Penalty: 3217.966553
	Iteration 37Q: 3 clusters Score -1279456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -1279459.375000 Penalty: 3217.966553
	Iteration 38Q: 3 clusters Score -1279459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -1279463.750000 Penalty: 3217.966553
	Iteration 39Q: 3 clusters Score -1279464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -1279464.000000 Penalty: 3217.966553
	Iteration 40F: 3 clusters Score -1279464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -1279467.000000 Penalty: 3217.966553
	Iteration 41Q: 3 clusters Score -1279467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -1279468.500000 Penalty: 3217.966553
	Iteration 42Q: 3 clusters Score -1279468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -1279469.000000 Penalty: 3217.966553
	Iteration 43Q: 3 clusters Score -1279469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -1279470.500000 Penalty: 3217.966553
	Iteration 44Q: 3 clusters Score -1279470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -1279473.375000 Penalty: 3217.966553
	Iteration 45Q: 3 clusters Score -1279473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -1279475.000000 Penalty: 3217.966553
	Iteration 46Q: 3 clusters Score -1279475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -1279477.125000 Penalty: 3217.966553
	Iteration 47Q: 3 clusters Score -1279477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -1279478.625000 Penalty: 3217.966553
	Iteration 48Q: 3 clusters Score -1279479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -1279479.750000 Penalty: 3217.966553
	Iteration 49Q: 3 clusters Score -1279480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -1279483.000000 Penalty: 3217.966553
	Iteration 50Q: 3 clusters Score -1279483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -1279483.875000 Penalty: 3217.966553
	Iteration 51Q: 3 clusters Score -1279484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -1279484.875000 Penalty: 3217.966553
	Iteration 52Q: 3 clusters Score -1279485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -1279487.625000 Penalty: 3217.966553
	Iteration 53Q: 3 clusters Score -1279488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -1279490.875000 Penalty: 3217.966553
	Iteration 54Q: 3 clusters Score -1279491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -1279490.125000 Penalty: 3217.966553
	Iteration 55Q: 3 clusters Score -1279490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -1279493.875000 Penalty: 3217.966553
	Iteration 56Q: 3 clusters Score -1279494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -1279493.250000 Penalty: 3217.966553
	Iteration 57Q: 3 clusters Score -1279493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -1279493.625000 Penalty: 3217.966553
	Iteration 58Q: 3 clusters Score -1279494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -1279494.750000 Penalty: 3217.966553
	Iteration 59Q: 3 clusters Score -1279495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -1279494.000000 Penalty: 3217.966553
	Iteration 60F: 3 clusters Score -1279494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -1279495.125000 Penalty: 3217.966553
	Iteration 61Q: 3 clusters Score -1279495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -1279497.500000 Penalty: 3217.966553
	Iteration 62Q: 3 clusters Score -1279498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -1279497.375000 Penalty: 3217.966553
	Iteration 63Q: 3 clusters Score -1279497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -1279497.375000 Penalty: 3217.966553
	Iteration 64F: 3 clusters Score -1279497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Entering Unmasked Estep 
Score: -823147.937500 Penalty: 1538.650635
	Iteration 0F: 2 clusters Score -823147.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -814184.812500 Penalty: 3077.301270
	Iteration 0F: 3 clusters Score -814184.8 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -818013.375000 Penalty: 3077.301270
	Iteration 1F: 3 clusters Score -818013.4 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -818856.875000 Penalty: 3077.301270
	Iteration 2F: 3 clusters Score -818856.9 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -819718.875000 Penalty: 3077.301270
	Iteration 3F: 3 clusters Score -819718.9 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -820550.062500 Penalty: 3077.301270
	Iteration 4F: 3 clusters Score -820550.1 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -821305.312500 Penalty: 3077.301270
	Iteration 5F: 3 clusters Score -821305.3 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -821889.312500 Penalty: 3077.301270
	Iteration 6F: 3 clusters Score -821889.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -822287.500000 Penalty: 3077.301270
	Iteration 7Q: 3 clusters Score -822287.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -822551.062500 Penalty: 3077.301270
	Iteration 8Q: 3 clusters Score -822551.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -822734.312500 Penalty: 3077.301270
	Iteration 9Q: 3 clusters Score -822734.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -822842.000000 Penalty: 3077.301270
	Iteration 10Q: 3 clusters Score -822842 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -822900.562500 Penalty: 3077.301270
	Iteration 11Q: 3 clusters Score -822900.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -822936.687500 Penalty: 3077.301270
	Iteration 12Q: 3 clusters Score -822936.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -822967.312500 Penalty: 3077.301270
	Iteration 13Q: 3 clusters Score -822967.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -822992.312500 Penalty: 3077.301270
	Iteration 14Q: 3 clusters Score -822992.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -823014.937500 Penalty: 3077.301270
	Iteration 15Q: 3 clusters Score -823014.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -823028.250000 Penalty: 3077.301270
	Iteration 16Q: 3 clusters Score -823028.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -823038.437500 Penalty: 3077.301270
	Iteration 17Q: 3 clusters Score -823038.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -823048.562500 Penalty: 3077.301270
	Iteration 18Q: 3 clusters Score -823048.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -823058.500000 Penalty: 3077.301270
	Iteration 19Q: 3 clusters Score -823058.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -823069.625000 Penalty: 3077.301270
	Iteration 20F: 3 clusters Score -823069.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -823077.125000 Penalty: 3077.301270
	Iteration 21Q: 3 clusters Score -823077.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -823082.500000 Penalty: 3077.301270
	Iteration 22Q: 3 clusters Score -823082.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -823092.875000 Penalty: 3077.301270
	Iteration 23Q: 3 clusters Score -823092.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -823095.000000 Penalty: 3077.301270
	Iteration 24Q: 3 clusters Score -823095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -823098.937500 Penalty: 3077.301270
	Iteration 25Q: 3 clusters Score -823098.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -823103.250000 Penalty: 3077.301270
	Iteration 26Q: 3 clusters Score -823103.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -823107.375000 Penalty: 3077.301270
	Iteration 27Q: 3 clusters Score -823107.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -823113.937500 Penalty: 3077.301270
	Iteration 28Q: 3 clusters Score -823113.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -823117.875000 Penalty: 3077.301270
	Iteration 29Q: 3 clusters Score -823117.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -823120.875000 Penalty: 3077.301270
	Iteration 30Q: 3 clusters Score -823120.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -823126.687500 Penalty: 3077.301270
	Iteration 31Q: 3 clusters Score -823126.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -823130.687500 Penalty: 3077.301270
	Iteration 32Q: 3 clusters Score -823130.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -823132.625000 Penalty: 3077.301270
	Iteration 33Q: 3 clusters Score -823132.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -823132.687500 Penalty: 3077.301270
	Iteration 34Q: 3 clusters Score -823132.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -823133.000000 Penalty: 3077.301270
	Iteration 35Q: 3 clusters Score -823133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -823135.125000 Penalty: 3077.301270
	Iteration 36Q: 3 clusters Score -823135.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -823135.687500 Penalty: 3077.301270
	Iteration 37Q: 3 clusters Score -823135.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -823136.750000 Penalty: 3077.301270
	Iteration 38Q: 3 clusters Score -823136.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -823136.750000 Penalty: 3077.301270
	Iteration 39F: 3 clusters Score -823136.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 55798 members 
Mstep: Class 3 contains 3269 members 
Mstep: Class 4 contains 1640 members 
Mstep: Class 5 contains 7922 members 
Mstep: Class 6 contains 140563 members 
Mstep: Class 7 contains 3038 members 
Mstep: Class 8 contains 4608 members 
Mstep: Class 9 contains 16047 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 324193 members 
Mstep: Class 16 contains 18565 members 
Mstep: Class 18 contains 56887 members 
Mstep: Class 21 contains 19959 members 
Mstep: Class 23 contains 12947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41786700.000000 Penalty: 32744.896484
Iteration 319Q: 16 clusters Score -4.17867e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 55658 members 
Mstep: Class 3 contains 3269 members 
Mstep: Class 4 contains 1640 members 
Mstep: Class 5 contains 7935 members 
Mstep: Class 6 contains 140337 members 
Mstep: Class 7 contains 3034 members 
Mstep: Class 8 contains 4586 members 
Mstep: Class 9 contains 16022 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 325115 members 
Mstep: Class 16 contains 18533 members 
Mstep: Class 18 contains 56673 members 
Mstep: Class 21 contains 19948 members 
Mstep: Class 23 contains 12923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41786640.000000 Penalty: 32744.896484
Iteration 320F: 16 clusters Score -4.178664e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 55546 members 
Mstep: Class 3 contains 3267 members 
Mstep: Class 4 contains 1642 members 
Mstep: Class 5 contains 7949 members 
Mstep: Class 6 contains 140103 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 4565 members 
Mstep: Class 9 contains 15988 members 
Mstep: Class 10 contains 976 members 
Mstep: Class 11 contains 325992 members 
Mstep: Class 16 contains 18505 members 
Mstep: Class 18 contains 56472 members 
Mstep: Class 21 contains 19942 members 
Mstep: Class 23 contains 12899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41786772.000000 Penalty: 32744.896484
Iteration 321Q: 16 clusters Score -4.178677e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 55437 members 
Mstep: Class 3 contains 3265 members 
Mstep: Class 4 contains 1651 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 139894 members 
Mstep: Class 7 contains 3026 members 
Mstep: Class 8 contains 4546 members 
Mstep: Class 9 contains 15966 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 326760 members 
Mstep: Class 16 contains 18493 members 
Mstep: Class 18 contains 56292 members 
Mstep: Class 21 contains 19942 members 
Mstep: Class 23 contains 12870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41786924.000000 Penalty: 32744.896484
Iteration 322Q: 16 clusters Score -4.178692e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 55327 members 
Mstep: Class 3 contains 3255 members 
Mstep: Class 4 contains 1670 members 
Mstep: Class 5 contains 7982 members 
Mstep: Class 6 contains 139675 members 
Mstep: Class 7 contains 3024 members 
Mstep: Class 8 contains 4521 members 
Mstep: Class 9 contains 15936 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 327510 members 
Mstep: Class 16 contains 18488 members 
Mstep: Class 18 contains 56120 members 
Mstep: Class 21 contains 19933 members 
Mstep: Class 23 contains 12849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787008.000000 Penalty: 32744.896484
Iteration 323Q: 16 clusters Score -4.178701e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 55198 members 
Mstep: Class 3 contains 3239 members 
Mstep: Class 4 contains 1679 members 
Mstep: Class 5 contains 7994 members 
Mstep: Class 6 contains 139464 members 
Mstep: Class 7 contains 3026 members 
Mstep: Class 8 contains 4495 members 
Mstep: Class 9 contains 15906 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 328262 members 
Mstep: Class 16 contains 18490 members 
Mstep: Class 18 contains 55943 members 
Mstep: Class 21 contains 19920 members 
Mstep: Class 23 contains 12823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41786976.000000 Penalty: 32744.896484
Iteration 324Q: 16 clusters Score -4.178698e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 55089 members 
Mstep: Class 3 contains 3233 members 
Mstep: Class 4 contains 1687 members 
Mstep: Class 5 contains 8007 members 
Mstep: Class 6 contains 139241 members 
Mstep: Class 7 contains 3025 members 
Mstep: Class 8 contains 4470 members 
Mstep: Class 9 contains 15876 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 328980 members 
Mstep: Class 16 contains 18494 members 
Mstep: Class 18 contains 55784 members 
Mstep: Class 21 contains 19901 members 
Mstep: Class 23 contains 12794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41786952.000000 Penalty: 32744.896484
Iteration 325Q: 16 clusters Score -4.178695e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 54980 members 
Mstep: Class 3 contains 3230 members 
Mstep: Class 4 contains 1698 members 
Mstep: Class 5 contains 8016 members 
Mstep: Class 6 contains 139068 members 
Mstep: Class 7 contains 3026 members 
Mstep: Class 8 contains 4448 members 
Mstep: Class 9 contains 15854 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 329632 members 
Mstep: Class 16 contains 18491 members 
Mstep: Class 18 contains 55655 members 
Mstep: Class 21 contains 19870 members 
Mstep: Class 23 contains 12765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787064.000000 Penalty: 32744.896484
Iteration 326Q: 16 clusters Score -4.178706e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 54878 members 
Mstep: Class 3 contains 3225 members 
Mstep: Class 4 contains 1714 members 
Mstep: Class 5 contains 8026 members 
Mstep: Class 6 contains 138867 members 
Mstep: Class 7 contains 3026 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 15825 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 330285 members 
Mstep: Class 16 contains 18493 members 
Mstep: Class 18 contains 55530 members 
Mstep: Class 21 contains 19855 members 
Mstep: Class 23 contains 12744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787060.000000 Penalty: 32744.896484
Iteration 327Q: 16 clusters Score -4.178706e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 54788 members 
Mstep: Class 3 contains 3217 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 8032 members 
Mstep: Class 6 contains 138687 members 
Mstep: Class 7 contains 3025 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 15784 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 330899 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 18 contains 55405 members 
Mstep: Class 21 contains 19844 members 
Mstep: Class 23 contains 12726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787036.000000 Penalty: 32744.896484
Iteration 328Q: 16 clusters Score -4.178704e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 54713 members 
Mstep: Class 3 contains 3211 members 
Mstep: Class 4 contains 1731 members 
Mstep: Class 5 contains 8039 members 
Mstep: Class 6 contains 138511 members 
Mstep: Class 7 contains 3024 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 15759 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 331452 members 
Mstep: Class 16 contains 18502 members 
Mstep: Class 18 contains 55296 members 
Mstep: Class 21 contains 19831 members 
Mstep: Class 23 contains 12706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41786972.000000 Penalty: 32744.896484
Iteration 329Q: 16 clusters Score -4.178697e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 54639 members 
Mstep: Class 3 contains 3210 members 
Mstep: Class 4 contains 1738 members 
Mstep: Class 5 contains 8044 members 
Mstep: Class 6 contains 138316 members 
Mstep: Class 7 contains 3026 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 15739 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 331990 members 
Mstep: Class 16 contains 18520 members 
Mstep: Class 18 contains 55199 members 
Mstep: Class 21 contains 19822 members 
Mstep: Class 23 contains 12690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787000.000000 Penalty: 32744.896484
Iteration 330Q: 16 clusters Score -4.1787e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 54567 members 
Mstep: Class 3 contains 3210 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 8050 members 
Mstep: Class 6 contains 138121 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 4326 members 
Mstep: Class 9 contains 15727 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 332499 members 
Mstep: Class 16 contains 18531 members 
Mstep: Class 18 contains 55106 members 
Mstep: Class 21 contains 19814 members 
Mstep: Class 23 contains 12675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787036.000000 Penalty: 32744.896484
Iteration 331Q: 16 clusters Score -4.178704e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 54489 members 
Mstep: Class 3 contains 3214 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 8053 members 
Mstep: Class 6 contains 137939 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 4309 members 
Mstep: Class 9 contains 15722 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 332995 members 
Mstep: Class 16 contains 18539 members 
Mstep: Class 18 contains 54998 members 
Mstep: Class 21 contains 19800 members 
Mstep: Class 23 contains 12669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787140.000000 Penalty: 32744.896484
Iteration 332Q: 16 clusters Score -4.178714e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 54401 members 
Mstep: Class 3 contains 3214 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 8057 members 
Mstep: Class 6 contains 137777 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 15714 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 333510 members 
Mstep: Class 16 contains 18545 members 
Mstep: Class 18 contains 54872 members 
Mstep: Class 21 contains 19784 members 
Mstep: Class 23 contains 12659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787176.000000 Penalty: 32744.896484
Iteration 333Q: 16 clusters Score -4.178718e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 54328 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 8060 members 
Mstep: Class 6 contains 137638 members 
Mstep: Class 7 contains 3034 members 
Mstep: Class 8 contains 4274 members 
Mstep: Class 9 contains 15706 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 333949 members 
Mstep: Class 16 contains 18551 members 
Mstep: Class 18 contains 54769 members 
Mstep: Class 21 contains 19770 members 
Mstep: Class 23 contains 12650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787144.000000 Penalty: 32744.896484
Iteration 334Q: 16 clusters Score -4.178714e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 54268 members 
Mstep: Class 3 contains 3207 members 
Mstep: Class 4 contains 1761 members 
Mstep: Class 5 contains 8063 members 
Mstep: Class 6 contains 137503 members 
Mstep: Class 7 contains 3033 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 15700 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 334390 members 
Mstep: Class 16 contains 18546 members 
Mstep: Class 18 contains 54665 members 
Mstep: Class 21 contains 19748 members 
Mstep: Class 23 contains 12639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787240.000000 Penalty: 32744.896484
Iteration 335Q: 16 clusters Score -4.178724e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 54202 members 
Mstep: Class 3 contains 3199 members 
Mstep: Class 4 contains 1761 members 
Mstep: Class 5 contains 8064 members 
Mstep: Class 6 contains 137379 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 4247 members 
Mstep: Class 9 contains 15695 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 334804 members 
Mstep: Class 16 contains 18541 members 
Mstep: Class 18 contains 54557 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 23 contains 12637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787244.000000 Penalty: 32744.896484
Iteration 336Q: 16 clusters Score -4.178724e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 54133 members 
Mstep: Class 3 contains 3186 members 
Mstep: Class 4 contains 1764 members 
Mstep: Class 5 contains 8065 members 
Mstep: Class 6 contains 137256 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 4234 members 
Mstep: Class 9 contains 15688 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 335212 members 
Mstep: Class 16 contains 18540 members 
Mstep: Class 18 contains 54461 members 
Mstep: Class 21 contains 19719 members 
Mstep: Class 23 contains 12629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787240.000000 Penalty: 32744.896484
Iteration 337Q: 16 clusters Score -4.178724e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 54065 members 
Mstep: Class 3 contains 3178 members 
Mstep: Class 4 contains 1766 members 
Mstep: Class 5 contains 8066 members 
Mstep: Class 6 contains 137131 members 
Mstep: Class 7 contains 3033 members 
Mstep: Class 8 contains 4223 members 
Mstep: Class 9 contains 15676 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 335600 members 
Mstep: Class 16 contains 18542 members 
Mstep: Class 18 contains 54367 members 
Mstep: Class 21 contains 19708 members 
Mstep: Class 23 contains 12617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787344.000000 Penalty: 32744.896484
Iteration 338Q: 16 clusters Score -4.178734e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 53984 members 
Mstep: Class 3 contains 3171 members 
Mstep: Class 4 contains 1765 members 
Mstep: Class 5 contains 8067 members 
Mstep: Class 6 contains 137014 members 
Mstep: Class 7 contains 3038 members 
Mstep: Class 8 contains 4209 members 
Mstep: Class 9 contains 15656 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 335975 members 
Mstep: Class 16 contains 18546 members 
Mstep: Class 18 contains 54274 members 
Mstep: Class 21 contains 19700 members 
Mstep: Class 23 contains 12607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787384.000000 Penalty: 32744.896484
Iteration 339Q: 16 clusters Score -4.178738e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 53921 members 
Mstep: Class 3 contains 3166 members 
Mstep: Class 4 contains 1762 members 
Mstep: Class 5 contains 8068 members 
Mstep: Class 6 contains 136916 members 
Mstep: Class 7 contains 3038 members 
Mstep: Class 8 contains 4190 members 
Mstep: Class 9 contains 15644 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 336305 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 18 contains 54184 members 
Mstep: Class 21 contains 19687 members 
Mstep: Class 23 contains 12600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787364.000000 Penalty: 32744.896484
Iteration 340F: 16 clusters Score -4.178736e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 53861 members 
Mstep: Class 3 contains 3165 members 
Mstep: Class 4 contains 1761 members 
Mstep: Class 5 contains 8069 members 
Mstep: Class 6 contains 136835 members 
Mstep: Class 7 contains 3038 members 
Mstep: Class 8 contains 4180 members 
Mstep: Class 9 contains 15637 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 336592 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 18 contains 54109 members 
Mstep: Class 21 contains 19670 members 
Mstep: Class 23 contains 12593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787292.000000 Penalty: 32744.896484
Iteration 341Q: 16 clusters Score -4.178729e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 53820 members 
Mstep: Class 3 contains 3162 members 
Mstep: Class 4 contains 1762 members 
Mstep: Class 5 contains 8071 members 
Mstep: Class 6 contains 136751 members 
Mstep: Class 7 contains 3037 members 
Mstep: Class 8 contains 4173 members 
Mstep: Class 9 contains 15629 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 336854 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 18 contains 54034 members 
Mstep: Class 21 contains 19659 members 
Mstep: Class 23 contains 12589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787352.000000 Penalty: 32744.896484
Iteration 342Q: 16 clusters Score -4.178735e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 53772 members 
Mstep: Class 3 contains 3160 members 
Mstep: Class 4 contains 1764 members 
Mstep: Class 5 contains 8072 members 
Mstep: Class 6 contains 136688 members 
Mstep: Class 7 contains 3039 members 
Mstep: Class 8 contains 4162 members 
Mstep: Class 9 contains 15625 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 337065 members 
Mstep: Class 16 contains 18561 members 
Mstep: Class 18 contains 53971 members 
Mstep: Class 21 contains 19657 members 
Mstep: Class 23 contains 12583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787324.000000 Penalty: 32744.896484
Iteration 343Q: 16 clusters Score -4.178732e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 53722 members 
Mstep: Class 3 contains 3159 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 8074 members 
Mstep: Class 6 contains 136634 members 
Mstep: Class 7 contains 3042 members 
Mstep: Class 8 contains 4154 members 
Mstep: Class 9 contains 15619 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 337276 members 
Mstep: Class 16 contains 18566 members 
Mstep: Class 18 contains 53909 members 
Mstep: Class 21 contains 19653 members 
Mstep: Class 23 contains 12577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787340.000000 Penalty: 32744.896484
Iteration 344Q: 16 clusters Score -4.178734e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 53666 members 
Mstep: Class 3 contains 3159 members 
Mstep: Class 4 contains 1778 members 
Mstep: Class 5 contains 8076 members 
Mstep: Class 6 contains 136564 members 
Mstep: Class 7 contains 3046 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 15615 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 337496 members 
Mstep: Class 16 contains 18567 members 
Mstep: Class 18 contains 53856 members 
Mstep: Class 21 contains 19646 members 
Mstep: Class 23 contains 12568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787288.000000 Penalty: 32744.896484
Iteration 345Q: 16 clusters Score -4.178729e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 53613 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 1784 members 
Mstep: Class 5 contains 8077 members 
Mstep: Class 6 contains 136498 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 4142 members 
Mstep: Class 9 contains 15608 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 337708 members 
Mstep: Class 16 contains 18570 members 
Mstep: Class 18 contains 53798 members 
Mstep: Class 21 contains 19637 members 
Mstep: Class 23 contains 12569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787288.000000 Penalty: 32744.896484
Iteration 346Q: 16 clusters Score -4.178729e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 53577 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 5 contains 8079 members 
Mstep: Class 6 contains 136427 members 
Mstep: Class 7 contains 3052 members 
Mstep: Class 8 contains 4137 members 
Mstep: Class 9 contains 15599 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 337931 members 
Mstep: Class 16 contains 18566 members 
Mstep: Class 18 contains 53734 members 
Mstep: Class 21 contains 19624 members 
Mstep: Class 23 contains 12566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787368.000000 Penalty: 32744.896484
Iteration 347Q: 16 clusters Score -4.178737e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 53532 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 8083 members 
Mstep: Class 6 contains 136369 members 
Mstep: Class 7 contains 3055 members 
Mstep: Class 8 contains 4131 members 
Mstep: Class 9 contains 15595 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 338123 members 
Mstep: Class 16 contains 18568 members 
Mstep: Class 18 contains 53674 members 
Mstep: Class 21 contains 19620 members 
Mstep: Class 23 contains 12559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787392.000000 Penalty: 32744.896484
Iteration 348Q: 16 clusters Score -4.178739e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 53496 members 
Mstep: Class 3 contains 3157 members 
Mstep: Class 4 contains 1795 members 
Mstep: Class 5 contains 8083 members 
Mstep: Class 6 contains 136314 members 
Mstep: Class 7 contains 3056 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 15596 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 338310 members 
Mstep: Class 16 contains 18564 members 
Mstep: Class 18 contains 53611 members 
Mstep: Class 21 contains 19611 members 
Mstep: Class 23 contains 12553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787428.000000 Penalty: 32744.896484
Iteration 349Q: 16 clusters Score -4.178743e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 53474 members 
Mstep: Class 3 contains 3155 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 8086 members 
Mstep: Class 6 contains 136256 members 
Mstep: Class 7 contains 3056 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 15592 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 338470 members 
Mstep: Class 16 contains 18564 members 
Mstep: Class 18 contains 53554 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 23 contains 12552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787500.000000 Penalty: 32744.896484
Iteration 350Q: 16 clusters Score -4.17875e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 53453 members 
Mstep: Class 3 contains 3153 members 
Mstep: Class 4 contains 1802 members 
Mstep: Class 5 contains 8088 members 
Mstep: Class 6 contains 136200 members 
Mstep: Class 7 contains 3055 members 
Mstep: Class 8 contains 4122 members 
Mstep: Class 9 contains 15590 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 338617 members 
Mstep: Class 16 contains 18561 members 
Mstep: Class 18 contains 53512 members 
Mstep: Class 21 contains 19590 members 
Mstep: Class 23 contains 12549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787512.000000 Penalty: 32744.896484
Iteration 351Q: 16 clusters Score -4.178751e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 53428 members 
Mstep: Class 3 contains 3152 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 8089 members 
Mstep: Class 6 contains 136159 members 
Mstep: Class 7 contains 3055 members 
Mstep: Class 8 contains 4120 members 
Mstep: Class 9 contains 15584 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 338760 members 
Mstep: Class 16 contains 18559 members 
Mstep: Class 18 contains 53472 members 
Mstep: Class 21 contains 19582 members 
Mstep: Class 23 contains 12541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787460.000000 Penalty: 32744.896484
Iteration 352Q: 16 clusters Score -4.178746e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 53403 members 
Mstep: Class 3 contains 3152 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 8089 members 
Mstep: Class 6 contains 136118 members 
Mstep: Class 7 contains 3054 members 
Mstep: Class 8 contains 4118 members 
Mstep: Class 9 contains 15577 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 338890 members 
Mstep: Class 16 contains 18558 members 
Mstep: Class 18 contains 53444 members 
Mstep: Class 21 contains 19574 members 
Mstep: Class 23 contains 12536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787484.000000 Penalty: 32744.896484
Iteration 353Q: 16 clusters Score -4.178748e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 53374 members 
Mstep: Class 3 contains 3150 members 
Mstep: Class 4 contains 1814 members 
Mstep: Class 5 contains 8090 members 
Mstep: Class 6 contains 136088 members 
Mstep: Class 7 contains 3055 members 
Mstep: Class 8 contains 4118 members 
Mstep: Class 9 contains 15571 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 338998 members 
Mstep: Class 16 contains 18558 members 
Mstep: Class 18 contains 53417 members 
Mstep: Class 21 contains 19569 members 
Mstep: Class 23 contains 12532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787492.000000 Penalty: 32744.896484
Iteration 354Q: 16 clusters Score -4.178749e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 53337 members 
Mstep: Class 3 contains 3146 members 
Mstep: Class 4 contains 1819 members 
Mstep: Class 5 contains 8093 members 
Mstep: Class 6 contains 136059 members 
Mstep: Class 7 contains 3057 members 
Mstep: Class 8 contains 4116 members 
Mstep: Class 9 contains 15565 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 339124 members 
Mstep: Class 16 contains 18559 members 
Mstep: Class 18 contains 53389 members 
Mstep: Class 21 contains 19562 members 
Mstep: Class 23 contains 12529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787492.000000 Penalty: 32744.896484
Iteration 355Q: 16 clusters Score -4.178749e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 53311 members 
Mstep: Class 3 contains 3144 members 
Mstep: Class 4 contains 1820 members 
Mstep: Class 5 contains 8095 members 
Mstep: Class 6 contains 136022 members 
Mstep: Class 7 contains 3057 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 15561 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 339245 members 
Mstep: Class 16 contains 18557 members 
Mstep: Class 18 contains 53362 members 
Mstep: Class 21 contains 19557 members 
Mstep: Class 23 contains 12530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787464.000000 Penalty: 32744.896484
Iteration 356Q: 16 clusters Score -4.178746e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 53274 members 
Mstep: Class 3 contains 3142 members 
Mstep: Class 4 contains 1821 members 
Mstep: Class 5 contains 8095 members 
Mstep: Class 6 contains 135989 members 
Mstep: Class 7 contains 3057 members 
Mstep: Class 8 contains 4112 members 
Mstep: Class 9 contains 15555 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 339364 members 
Mstep: Class 16 contains 18559 members 
Mstep: Class 18 contains 53335 members 
Mstep: Class 21 contains 19552 members 
Mstep: Class 23 contains 12531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787492.000000 Penalty: 32744.896484
Iteration 357Q: 16 clusters Score -4.178749e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 53238 members 
Mstep: Class 3 contains 3143 members 
Mstep: Class 4 contains 1824 members 
Mstep: Class 5 contains 8097 members 
Mstep: Class 6 contains 135947 members 
Mstep: Class 7 contains 3057 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 15551 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 339488 members 
Mstep: Class 16 contains 18563 members 
Mstep: Class 18 contains 53314 members 
Mstep: Class 21 contains 19544 members 
Mstep: Class 23 contains 12528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41787580.000000 Penalty: 32744.896484
Iteration 358Q: 16 clusters Score -4.178758e+07 nChanged 142
Entering ConstructFrom: 
Score: -41787580.000000 Penalty: 32744.896484
Entering ConstructFrom: 
Trying to split cluster 1 (13290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Entering Unmasked Estep 
Score: -865067.937500 Penalty: 1542.899658
	Iteration 0F: 2 clusters Score -865067.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -855817.000000 Penalty: 3085.799316
	Iteration 0F: 3 clusters Score -855817 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -858954.375000 Penalty: 3085.799316
	Iteration 1F: 3 clusters Score -858954.4 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -859223.937500 Penalty: 3085.799316
	Iteration 2F: 3 clusters Score -859223.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -859407.375000 Penalty: 3085.799316
	Iteration 3Q: 3 clusters Score -859407.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -859572.875000 Penalty: 3085.799316
	Iteration 4Q: 3 clusters Score -859572.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -859755.000000 Penalty: 3085.799316
	Iteration 5Q: 3 clusters Score -859755 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -859948.687500 Penalty: 3085.799316
	Iteration 6Q: 3 clusters Score -859948.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -860200.750000 Penalty: 3085.799316
	Iteration 7Q: 3 clusters Score -860200.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -860527.250000 Penalty: 3085.799316
	Iteration 8Q: 3 clusters Score -860527.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -860959.625000 Penalty: 3085.799316
	Iteration 9Q: 3 clusters Score -860959.6 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -861493.750000 Penalty: 3085.799316
	Iteration 10F: 3 clusters Score -861493.8 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -862066.375000 Penalty: 3085.799316
	Iteration 11F: 3 clusters Score -862066.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -862577.437500 Penalty: 3085.799316
	Iteration 12Q: 3 clusters Score -862577.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -862952.625000 Penalty: 3085.799316
	Iteration 13Q: 3 clusters Score -862952.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -863227.000000 Penalty: 3085.799316
	Iteration 14Q: 3 clusters Score -863227 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -863404.062500 Penalty: 3085.799316
	Iteration 15Q: 3 clusters Score -863404.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -863514.375000 Penalty: 3085.799316
	Iteration 16Q: 3 clusters Score -863514.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -863587.625000 Penalty: 3085.799316
	Iteration 17Q: 3 clusters Score -863587.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -863642.000000 Penalty: 3085.799316
	Iteration 18Q: 3 clusters Score -863642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -863674.375000 Penalty: 3085.799316
	Iteration 19Q: 3 clusters Score -863674.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -863699.125000 Penalty: 3085.799316
	Iteration 20F: 3 clusters Score -863699.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -863720.000000 Penalty: 3085.799316
	Iteration 21Q: 3 clusters Score -863720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -863732.937500 Penalty: 3085.799316
	Iteration 22Q: 3 clusters Score -863732.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -863737.937500 Penalty: 3085.799316
	Iteration 23Q: 3 clusters Score -863737.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -863747.062500 Penalty: 3085.799316
	Iteration 24Q: 3 clusters Score -863747.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -863755.000000 Penalty: 3085.799316
	Iteration 25Q: 3 clusters Score -863755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -863760.687500 Penalty: 3085.799316
	Iteration 26Q: 3 clusters Score -863760.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -863763.062500 Penalty: 3085.799316
	Iteration 27Q: 3 clusters Score -863763.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -863763.312500 Penalty: 3085.799316
	Iteration 28Q: 3 clusters Score -863763.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -863766.312500 Penalty: 3085.799316
	Iteration 29Q: 3 clusters Score -863766.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -863771.937500 Penalty: 3085.799316
	Iteration 30Q: 3 clusters Score -863771.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -863772.312500 Penalty: 3085.799316
	Iteration 31Q: 3 clusters Score -863772.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -863773.000000 Penalty: 3085.799316
	Iteration 32Q: 3 clusters Score -863773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -863773.312500 Penalty: 3085.799316
	Iteration 33Q: 3 clusters Score -863773.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -863773.312500 Penalty: 3085.799316
	Iteration 34F: 3 clusters Score -863773.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (53208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Entering Unmasked Estep 
Score: -3416568.500000 Penalty: 1768.319092
	Iteration 0F: 2 clusters Score -3416568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -3380947.500000 Penalty: 3536.638184
	Iteration 0F: 3 clusters Score -3380948 nChanged 25030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -3394856.500000 Penalty: 3536.638184
	Iteration 1F: 3 clusters Score -3394856 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3395210.500000 Penalty: 3536.638184
	Iteration 2Q: 3 clusters Score -3395210 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -3395520.750000 Penalty: 3536.638184
	Iteration 3Q: 3 clusters Score -3395521 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3395840.500000 Penalty: 3536.638184
	Iteration 4Q: 3 clusters Score -3395840 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3396248.750000 Penalty: 3536.638184
	Iteration 5Q: 3 clusters Score -3396249 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3396840.500000 Penalty: 3536.638184
	Iteration 6Q: 3 clusters Score -3396840 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -3397884.250000 Penalty: 3536.638184
	Iteration 7Q: 3 clusters Score -3397884 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -3399572.750000 Penalty: 3536.638184
	Iteration 8F: 3 clusters Score -3399573 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3402127.500000 Penalty: 3536.638184
	Iteration 9F: 3 clusters Score -3402128 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -3405307.250000 Penalty: 3536.638184
	Iteration 10F: 3 clusters Score -3405307 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -3408543.000000 Penalty: 3536.638184
	Iteration 11F: 3 clusters Score -3408543 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -3411169.750000 Penalty: 3536.638184
	Iteration 12F: 3 clusters Score -3411170 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3412926.750000 Penalty: 3536.638184
	Iteration 13Q: 3 clusters Score -3412927 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3413898.250000 Penalty: 3536.638184
	Iteration 14Q: 3 clusters Score -3413898 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3414434.000000 Penalty: 3536.638184
	Iteration 15Q: 3 clusters Score -3414434 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3414667.250000 Penalty: 3536.638184
	Iteration 16Q: 3 clusters Score -3414667 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3414795.750000 Penalty: 3536.638184
	Iteration 17Q: 3 clusters Score -3414796 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3414879.500000 Penalty: 3536.638184
	Iteration 18Q: 3 clusters Score -3414880 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3414923.250000 Penalty: 3536.638184
	Iteration 19Q: 3 clusters Score -3414923 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3414970.000000 Penalty: 3536.638184
	Iteration 20F: 3 clusters Score -3414970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3415005.500000 Penalty: 3536.638184
	Iteration 21Q: 3 clusters Score -3415006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3415028.750000 Penalty: 3536.638184
	Iteration 22Q: 3 clusters Score -3415029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3415037.000000 Penalty: 3536.638184
	Iteration 23Q: 3 clusters Score -3415037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3415048.750000 Penalty: 3536.638184
	Iteration 24Q: 3 clusters Score -3415049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3415064.250000 Penalty: 3536.638184
	Iteration 25Q: 3 clusters Score -3415064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3415073.500000 Penalty: 3536.638184
	Iteration 26Q: 3 clusters Score -3415074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3415080.250000 Penalty: 3536.638184
	Iteration 27Q: 3 clusters Score -3415080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3415086.750000 Penalty: 3536.638184
	Iteration 28Q: 3 clusters Score -3415087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3415090.500000 Penalty: 3536.638184
	Iteration 29Q: 3 clusters Score -3415090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3415096.250000 Penalty: 3536.638184
	Iteration 30Q: 3 clusters Score -3415096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3415110.250000 Penalty: 3536.638184
	Iteration 31Q: 3 clusters Score -3415110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3415116.500000 Penalty: 3536.638184
	Iteration 32Q: 3 clusters Score -3415116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3415119.750000 Penalty: 3536.638184
	Iteration 33Q: 3 clusters Score -3415120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3415119.250000 Penalty: 3536.638184
	Iteration 34Q: 3 clusters Score -3415119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3415120.000000 Penalty: 3536.638184
	Iteration 35Q: 3 clusters Score -3415120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3415119.500000 Penalty: 3536.638184
	Iteration 36Q: 3 clusters Score -3415120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3415122.500000 Penalty: 3536.638184
	Iteration 37Q: 3 clusters Score -3415122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3415125.250000 Penalty: 3536.638184
	Iteration 38Q: 3 clusters Score -3415125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52815 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3415124.500000 Penalty: 3536.638184
	Iteration 39Q: 3 clusters Score -3415124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52817 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3415128.000000 Penalty: 3536.638184
	Iteration 40F: 3 clusters Score -3415128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3415132.500000 Penalty: 3536.638184
	Iteration 41Q: 3 clusters Score -3415132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3415130.750000 Penalty: 3536.638184
	Iteration 42Q: 3 clusters Score -3415131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3415132.250000 Penalty: 3536.638184
	Iteration 43Q: 3 clusters Score -3415132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3415134.500000 Penalty: 3536.638184
	Iteration 44Q: 3 clusters Score -3415134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3415132.750000 Penalty: 3536.638184
	Iteration 45Q: 3 clusters Score -3415133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3415132.750000 Penalty: 3536.638184
	Iteration 46F: 3 clusters Score -3415133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Entering Unmasked Estep 
Score: -210795.765625 Penalty: 1308.653320
	Iteration 0F: 2 clusters Score -210795.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -207937.031250 Penalty: 2617.306641
	Iteration 0F: 3 clusters Score -207937 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -208625.812500 Penalty: 2617.306641
	Iteration 1F: 3 clusters Score -208625.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -208773.031250 Penalty: 2617.306641
	Iteration 2F: 3 clusters Score -208773 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -208858.296875 Penalty: 2617.306641
	Iteration 3Q: 3 clusters Score -208858.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -208917.609375 Penalty: 2617.306641
	Iteration 4Q: 3 clusters Score -208917.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -208960.578125 Penalty: 2617.306641
	Iteration 5Q: 3 clusters Score -208960.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -208998.906250 Penalty: 2617.306641
	Iteration 6Q: 3 clusters Score -208998.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -209029.671875 Penalty: 2617.306641
	Iteration 7Q: 3 clusters Score -209029.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -209052.609375 Penalty: 2617.306641
	Iteration 8Q: 3 clusters Score -209052.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -209071.421875 Penalty: 2617.306641
	Iteration 9Q: 3 clusters Score -209071.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -209093.281250 Penalty: 2617.306641
	Iteration 10Q: 3 clusters Score -209093.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -209110.359375 Penalty: 2617.306641
	Iteration 11Q: 3 clusters Score -209110.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -209120.421875 Penalty: 2617.306641
	Iteration 12Q: 3 clusters Score -209120.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -209128.546875 Penalty: 2617.306641
	Iteration 13Q: 3 clusters Score -209128.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -209137.765625 Penalty: 2617.306641
	Iteration 14Q: 3 clusters Score -209137.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -209147.937500 Penalty: 2617.306641
	Iteration 15Q: 3 clusters Score -209147.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -209166.421875 Penalty: 2617.306641
	Iteration 16Q: 3 clusters Score -209166.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -209182.421875 Penalty: 2617.306641
	Iteration 17Q: 3 clusters Score -209182.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -209198.718750 Penalty: 2617.306641
	Iteration 18Q: 3 clusters Score -209198.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -209219.171875 Penalty: 2617.306641
	Iteration 19Q: 3 clusters Score -209219.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -209241.875000 Penalty: 2617.306641
	Iteration 20F: 3 clusters Score -209241.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -209266.984375 Penalty: 2617.306641
	Iteration 21Q: 3 clusters Score -209267 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -209289.140625 Penalty: 2617.306641
	Iteration 22Q: 3 clusters Score -209289.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -209312.453125 Penalty: 2617.306641
	Iteration 23Q: 3 clusters Score -209312.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -209330.703125 Penalty: 2617.306641
	Iteration 24Q: 3 clusters Score -209330.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -209340.375000 Penalty: 2617.306641
	Iteration 25Q: 3 clusters Score -209340.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -209354.421875 Penalty: 2617.306641
	Iteration 26Q: 3 clusters Score -209354.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -209371.609375 Penalty: 2617.306641
	Iteration 27Q: 3 clusters Score -209371.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -209390.796875 Penalty: 2617.306641
	Iteration 28Q: 3 clusters Score -209390.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -209405.515625 Penalty: 2617.306641
	Iteration 29Q: 3 clusters Score -209405.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -209414.937500 Penalty: 2617.306641
	Iteration 30Q: 3 clusters Score -209414.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -209422.812500 Penalty: 2617.306641
	Iteration 31Q: 3 clusters Score -209422.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -209435.078125 Penalty: 2617.306641
	Iteration 32Q: 3 clusters Score -209435.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -209453.312500 Penalty: 2617.306641
	Iteration 33Q: 3 clusters Score -209453.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -209479.421875 Penalty: 2617.306641
	Iteration 34Q: 3 clusters Score -209479.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -209499.359375 Penalty: 2617.306641
	Iteration 35Q: 3 clusters Score -209499.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -209512.875000 Penalty: 2617.306641
	Iteration 36Q: 3 clusters Score -209512.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -209525.562500 Penalty: 2617.306641
	Iteration 37Q: 3 clusters Score -209525.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -209533.281250 Penalty: 2617.306641
	Iteration 38Q: 3 clusters Score -209533.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -209538.328125 Penalty: 2617.306641
	Iteration 39Q: 3 clusters Score -209538.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -209545.750000 Penalty: 2617.306641
	Iteration 40F: 3 clusters Score -209545.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -209552.015625 Penalty: 2617.306641
	Iteration 41Q: 3 clusters Score -209552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -209561.109375 Penalty: 2617.306641
	Iteration 42Q: 3 clusters Score -209561.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -209571.453125 Penalty: 2617.306641
	Iteration 43Q: 3 clusters Score -209571.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -209578.640625 Penalty: 2617.306641
	Iteration 44Q: 3 clusters Score -209578.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -209584.875000 Penalty: 2617.306641
	Iteration 45Q: 3 clusters Score -209584.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -209591.781250 Penalty: 2617.306641
	Iteration 46Q: 3 clusters Score -209591.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -209601.140625 Penalty: 2617.306641
	Iteration 47Q: 3 clusters Score -209601.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -209604.515625 Penalty: 2617.306641
	Iteration 48Q: 3 clusters Score -209604.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -209605.875000 Penalty: 2617.306641
	Iteration 49Q: 3 clusters Score -209605.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -209606.843750 Penalty: 2617.306641
	Iteration 50Q: 3 clusters Score -209606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -209607.687500 Penalty: 2617.306641
	Iteration 51Q: 3 clusters Score -209607.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -209607.687500 Penalty: 2617.306641
	Iteration 52F: 3 clusters Score -209607.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -116104.312500 Penalty: 1220.355957
	Iteration 0F: 2 clusters Score -116104.3 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 905 members 
Entering Unmasked Estep 
Score: -114141.585938 Penalty: 2440.711914
	Iteration 0F: 3 clusters Score -114141.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -114511.289062 Penalty: 2440.711914
	Iteration 1F: 3 clusters Score -114511.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -114602.812500 Penalty: 2440.711914
	Iteration 2F: 3 clusters Score -114602.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -114652.726562 Penalty: 2440.711914
	Iteration 3Q: 3 clusters Score -114652.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -114683.265625 Penalty: 2440.711914
	Iteration 4Q: 3 clusters Score -114683.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -114705.320312 Penalty: 2440.711914
	Iteration 5Q: 3 clusters Score -114705.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -114719.203125 Penalty: 2440.711914
	Iteration 6Q: 3 clusters Score -114719.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -114727.890625 Penalty: 2440.711914
	Iteration 7Q: 3 clusters Score -114727.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -114735.171875 Penalty: 2440.711914
	Iteration 8Q: 3 clusters Score -114735.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -114740.539062 Penalty: 2440.711914
	Iteration 9Q: 3 clusters Score -114740.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -114746.757812 Penalty: 2440.711914
	Iteration 10Q: 3 clusters Score -114746.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -114752.125000 Penalty: 2440.711914
	Iteration 11Q: 3 clusters Score -114752.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -114756.601562 Penalty: 2440.711914
	Iteration 12Q: 3 clusters Score -114756.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -114763.023438 Penalty: 2440.711914
	Iteration 13Q: 3 clusters Score -114763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -114767.734375 Penalty: 2440.711914
	Iteration 14Q: 3 clusters Score -114767.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -114772.515625 Penalty: 2440.711914
	Iteration 15Q: 3 clusters Score -114772.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -114775.703125 Penalty: 2440.711914
	Iteration 16Q: 3 clusters Score -114775.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -114780.484375 Penalty: 2440.711914
	Iteration 17Q: 3 clusters Score -114780.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -114786.625000 Penalty: 2440.711914
	Iteration 18Q: 3 clusters Score -114786.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -114793.257812 Penalty: 2440.711914
	Iteration 19Q: 3 clusters Score -114793.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -114807.078125 Penalty: 2440.711914
	Iteration 20F: 3 clusters Score -114807.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -114817.929688 Penalty: 2440.711914
	Iteration 21Q: 3 clusters Score -114817.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -114826.328125 Penalty: 2440.711914
	Iteration 22Q: 3 clusters Score -114826.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -114833.875000 Penalty: 2440.711914
	Iteration 23Q: 3 clusters Score -114833.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -114843.367188 Penalty: 2440.711914
	Iteration 24Q: 3 clusters Score -114843.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -114849.671875 Penalty: 2440.711914
	Iteration 25Q: 3 clusters Score -114849.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -114855.195312 Penalty: 2440.711914
	Iteration 26Q: 3 clusters Score -114855.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -114862.875000 Penalty: 2440.711914
	Iteration 27Q: 3 clusters Score -114862.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -114871.890625 Penalty: 2440.711914
	Iteration 28Q: 3 clusters Score -114871.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -114878.742188 Penalty: 2440.711914
	Iteration 29Q: 3 clusters Score -114878.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -114884.062500 Penalty: 2440.711914
	Iteration 30Q: 3 clusters Score -114884.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -114886.468750 Penalty: 2440.711914
	Iteration 31Q: 3 clusters Score -114886.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -114889.070312 Penalty: 2440.711914
	Iteration 32Q: 3 clusters Score -114889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -114890.226562 Penalty: 2440.711914
	Iteration 33Q: 3 clusters Score -114890.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -114891.734375 Penalty: 2440.711914
	Iteration 34Q: 3 clusters Score -114891.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -114892.859375 Penalty: 2440.711914
	Iteration 35Q: 3 clusters Score -114892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -114893.820312 Penalty: 2440.711914
	Iteration 36Q: 3 clusters Score -114893.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -114894.851562 Penalty: 2440.711914
	Iteration 37Q: 3 clusters Score -114894.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -114895.429688 Penalty: 2440.711914
	Iteration 38Q: 3 clusters Score -114895.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -114897.625000 Penalty: 2440.711914
	Iteration 39Q: 3 clusters Score -114897.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -114899.414062 Penalty: 2440.711914
	Iteration 40F: 3 clusters Score -114899.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114901.132812 Penalty: 2440.711914
	Iteration 41Q: 3 clusters Score -114901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -114906.578125 Penalty: 2440.711914
	Iteration 42Q: 3 clusters Score -114906.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -114908.164062 Penalty: 2440.711914
	Iteration 43Q: 3 clusters Score -114908.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -114911.046875 Penalty: 2440.711914
	Iteration 44Q: 3 clusters Score -114911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -114915.476562 Penalty: 2440.711914
	Iteration 45Q: 3 clusters Score -114915.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -114919.703125 Penalty: 2440.711914
	Iteration 46Q: 3 clusters Score -114919.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -114922.398438 Penalty: 2440.711914
	Iteration 47Q: 3 clusters Score -114922.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -114925.078125 Penalty: 2440.711914
	Iteration 48Q: 3 clusters Score -114925.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -114927.671875 Penalty: 2440.711914
	Iteration 49Q: 3 clusters Score -114927.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -114930.085938 Penalty: 2440.711914
	Iteration 50Q: 3 clusters Score -114930.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -114931.687500 Penalty: 2440.711914
	Iteration 51Q: 3 clusters Score -114931.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -114934.976562 Penalty: 2440.711914
	Iteration 52Q: 3 clusters Score -114935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -114937.851562 Penalty: 2440.711914
	Iteration 53Q: 3 clusters Score -114937.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -114941.523438 Penalty: 2440.711914
	Iteration 54Q: 3 clusters Score -114941.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -114946.671875 Penalty: 2440.711914
	Iteration 55Q: 3 clusters Score -114946.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -114949.703125 Penalty: 2440.711914
	Iteration 56Q: 3 clusters Score -114949.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -114951.789062 Penalty: 2440.711914
	Iteration 57Q: 3 clusters Score -114951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -114952.875000 Penalty: 2440.711914
	Iteration 58Q: 3 clusters Score -114952.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -114954.351562 Penalty: 2440.711914
	Iteration 59Q: 3 clusters Score -114954.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -114955.226562 Penalty: 2440.711914
	Iteration 60F: 3 clusters Score -114955.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Entering Unmasked Estep 
Score: -512187.562500 Penalty: 1462.377930
	Iteration 0F: 2 clusters Score -512187.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -506215.906250 Penalty: 2924.755859
	Iteration 0F: 3 clusters Score -506215.9 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -508133.031250 Penalty: 2924.755859
	Iteration 1F: 3 clusters Score -508133 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -508485.062500 Penalty: 2924.755859
	Iteration 2F: 3 clusters Score -508485.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -508847.250000 Penalty: 2924.755859
	Iteration 3F: 3 clusters Score -508847.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -509282.906250 Penalty: 2924.755859
	Iteration 4F: 3 clusters Score -509282.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -509684.531250 Penalty: 2924.755859
	Iteration 5F: 3 clusters Score -509684.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -509983.281250 Penalty: 2924.755859
	Iteration 6Q: 3 clusters Score -509983.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -510214.437500 Penalty: 2924.755859
	Iteration 7Q: 3 clusters Score -510214.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -510365.156250 Penalty: 2924.755859
	Iteration 8Q: 3 clusters Score -510365.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -510478.843750 Penalty: 2924.755859
	Iteration 9Q: 3 clusters Score -510478.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -510548.562500 Penalty: 2924.755859
	Iteration 10Q: 3 clusters Score -510548.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -510605.656250 Penalty: 2924.755859
	Iteration 11Q: 3 clusters Score -510605.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -510651.750000 Penalty: 2924.755859
	Iteration 12Q: 3 clusters Score -510651.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -510682.000000 Penalty: 2924.755859
	Iteration 13Q: 3 clusters Score -510682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -510704.312500 Penalty: 2924.755859
	Iteration 14Q: 3 clusters Score -510704.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -510721.750000 Penalty: 2924.755859
	Iteration 15Q: 3 clusters Score -510721.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -510734.281250 Penalty: 2924.755859
	Iteration 16Q: 3 clusters Score -510734.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -510743.562500 Penalty: 2924.755859
	Iteration 17Q: 3 clusters Score -510743.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -510751.468750 Penalty: 2924.755859
	Iteration 18Q: 3 clusters Score -510751.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -510764.625000 Penalty: 2924.755859
	Iteration 19Q: 3 clusters Score -510764.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -510776.062500 Penalty: 2924.755859
	Iteration 20F: 3 clusters Score -510776.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -510785.000000 Penalty: 2924.755859
	Iteration 21Q: 3 clusters Score -510785 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -510789.781250 Penalty: 2924.755859
	Iteration 22Q: 3 clusters Score -510789.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -510793.718750 Penalty: 2924.755859
	Iteration 23Q: 3 clusters Score -510793.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -510798.343750 Penalty: 2924.755859
	Iteration 24Q: 3 clusters Score -510798.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -510800.750000 Penalty: 2924.755859
	Iteration 25Q: 3 clusters Score -510800.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -510804.406250 Penalty: 2924.755859
	Iteration 26Q: 3 clusters Score -510804.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -510805.968750 Penalty: 2924.755859
	Iteration 27Q: 3 clusters Score -510806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -510806.000000 Penalty: 2924.755859
	Iteration 28Q: 3 clusters Score -510806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -510805.968750 Penalty: 2924.755859
	Iteration 29Q: 3 clusters Score -510806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -510806.406250 Penalty: 2924.755859
	Iteration 30Q: 3 clusters Score -510806.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -510805.531250 Penalty: 2924.755859
	Iteration 31Q: 3 clusters Score -510805.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -510805.531250 Penalty: 2924.755859
	Iteration 32F: 3 clusters Score -510805.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (135915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135915 members 
Entering Unmasked Estep 
Score: -8696591.000000 Penalty: 1920.715088
	Iteration 0F: 2 clusters Score -8696591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -8605616.000000 Penalty: 3841.430176
	Iteration 0F: 3 clusters Score -8605616 nChanged 65481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Mstep: Class 2 contains 67576 members 
Entering Unmasked Estep 
Score: -8643294.000000 Penalty: 3841.430176
	Iteration 1F: 3 clusters Score -8643294 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68747 members 
Mstep: Class 2 contains 67168 members 
Entering Unmasked Estep 
Score: -8643886.000000 Penalty: 3841.430176
	Iteration 2Q: 3 clusters Score -8643886 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69398 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -8644596.000000 Penalty: 3841.430176
	Iteration 3Q: 3 clusters Score -8644596 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70406 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -8645400.000000 Penalty: 3841.430176
	Iteration 4Q: 3 clusters Score -8645400 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -8646439.000000 Penalty: 3841.430176
	Iteration 5Q: 3 clusters Score -8646439 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73942 members 
Mstep: Class 2 contains 61973 members 
Entering Unmasked Estep 
Score: -8647668.000000 Penalty: 3841.430176
	Iteration 6Q: 3 clusters Score -8647668 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76953 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -8649517.000000 Penalty: 3841.430176
	Iteration 7Q: 3 clusters Score -8649517 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81316 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -8652344.000000 Penalty: 3841.430176
	Iteration 8Q: 3 clusters Score -8652344 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -8656548.000000 Penalty: 3841.430176
	Iteration 9F: 3 clusters Score -8656548 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94150 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -8662375.000000 Penalty: 3841.430176
	Iteration 10F: 3 clusters Score -8662375 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101716 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -8669372.000000 Penalty: 3841.430176
	Iteration 11F: 3 clusters Score -8669372 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108445 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -8675969.000000 Penalty: 3841.430176
	Iteration 12F: 3 clusters Score -8675969 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113422 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -8681100.000000 Penalty: 3841.430176
	Iteration 13Q: 3 clusters Score -8681100 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116778 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -8684540.000000 Penalty: 3841.430176
	Iteration 14Q: 3 clusters Score -8684540 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119155 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -8686812.000000 Penalty: 3841.430176
	Iteration 15Q: 3 clusters Score -8686812 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120998 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -8688411.000000 Penalty: 3841.430176
	Iteration 16Q: 3 clusters Score -8688411 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122529 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -8689543.000000 Penalty: 3841.430176
	Iteration 17Q: 3 clusters Score -8689543 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123834 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -8690511.000000 Penalty: 3841.430176
	Iteration 18Q: 3 clusters Score -8690511 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124923 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -8691249.000000 Penalty: 3841.430176
	Iteration 19Q: 3 clusters Score -8691249 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125880 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -8691762.000000 Penalty: 3841.430176
	Iteration 20F: 3 clusters Score -8691762 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126671 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -8692227.000000 Penalty: 3841.430176
	Iteration 21Q: 3 clusters Score -8692227 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127341 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -8692508.000000 Penalty: 3841.430176
	Iteration 22Q: 3 clusters Score -8692508 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127929 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -8692760.000000 Penalty: 3841.430176
	Iteration 23Q: 3 clusters Score -8692760 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128452 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -8692971.000000 Penalty: 3841.430176
	Iteration 24Q: 3 clusters Score -8692971 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128910 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -8693167.000000 Penalty: 3841.430176
	Iteration 25Q: 3 clusters Score -8693167 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129341 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -8693271.000000 Penalty: 3841.430176
	Iteration 26Q: 3 clusters Score -8693271 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129714 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -8693364.000000 Penalty: 3841.430176
	Iteration 27Q: 3 clusters Score -8693364 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130063 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -8693496.000000 Penalty: 3841.430176
	Iteration 28Q: 3 clusters Score -8693496 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130408 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -8693606.000000 Penalty: 3841.430176
	Iteration 29Q: 3 clusters Score -8693606 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130731 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -8693715.000000 Penalty: 3841.430176
	Iteration 30Q: 3 clusters Score -8693715 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131058 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -8693814.000000 Penalty: 3841.430176
	Iteration 31Q: 3 clusters Score -8693814 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131372 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -8693908.000000 Penalty: 3841.430176
	Iteration 32Q: 3 clusters Score -8693908 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131670 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -8694000.000000 Penalty: 3841.430176
	Iteration 33Q: 3 clusters Score -8694000 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131932 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -8694043.000000 Penalty: 3841.430176
	Iteration 34Q: 3 clusters Score -8694043 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132162 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -8694089.000000 Penalty: 3841.430176
	Iteration 35Q: 3 clusters Score -8694089 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132378 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -8694130.000000 Penalty: 3841.430176
	Iteration 36Q: 3 clusters Score -8694130 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132580 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -8694199.000000 Penalty: 3841.430176
	Iteration 37Q: 3 clusters Score -8694199 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132757 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -8694238.000000 Penalty: 3841.430176
	Iteration 38Q: 3 clusters Score -8694238 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132929 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -8694304.000000 Penalty: 3841.430176
	Iteration 39Q: 3 clusters Score -8694304 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133087 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -8694330.000000 Penalty: 3841.430176
	Iteration 40F: 3 clusters Score -8694330 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133225 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -8694382.000000 Penalty: 3841.430176
	Iteration 41Q: 3 clusters Score -8694382 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133348 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -8694409.000000 Penalty: 3841.430176
	Iteration 42Q: 3 clusters Score -8694409 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133460 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -8694446.000000 Penalty: 3841.430176
	Iteration 43Q: 3 clusters Score -8694446 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133554 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -8694477.000000 Penalty: 3841.430176
	Iteration 44Q: 3 clusters Score -8694477 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133651 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -8694499.000000 Penalty: 3841.430176
	Iteration 45Q: 3 clusters Score -8694499 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133744 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8694532.000000 Penalty: 3841.430176
	Iteration 46Q: 3 clusters Score -8694532 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133812 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8694548.000000 Penalty: 3841.430176
	Iteration 47Q: 3 clusters Score -8694548 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133887 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -8694578.000000 Penalty: 3841.430176
	Iteration 48Q: 3 clusters Score -8694578 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133962 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8694600.000000 Penalty: 3841.430176
	Iteration 49Q: 3 clusters Score -8694600 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134035 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8694623.000000 Penalty: 3841.430176
	Iteration 50Q: 3 clusters Score -8694623 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134108 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8694641.000000 Penalty: 3841.430176
	Iteration 51Q: 3 clusters Score -8694641 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134163 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8694640.000000 Penalty: 3841.430176
	Iteration 52Q: 3 clusters Score -8694640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134221 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8694656.000000 Penalty: 3841.430176
	Iteration 53Q: 3 clusters Score -8694656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134271 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -8694679.000000 Penalty: 3841.430176
	Iteration 54Q: 3 clusters Score -8694679 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134317 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8694680.000000 Penalty: 3841.430176
	Iteration 55Q: 3 clusters Score -8694680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134365 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8694684.000000 Penalty: 3841.430176
	Iteration 56Q: 3 clusters Score -8694684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134406 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8694692.000000 Penalty: 3841.430176
	Iteration 57Q: 3 clusters Score -8694692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134442 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8694696.000000 Penalty: 3841.430176
	Iteration 58Q: 3 clusters Score -8694696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8694706.000000 Penalty: 3841.430176
	Iteration 59Q: 3 clusters Score -8694706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134516 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8694722.000000 Penalty: 3841.430176
	Iteration 60F: 3 clusters Score -8694722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134551 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8694727.000000 Penalty: 3841.430176
	Iteration 61Q: 3 clusters Score -8694727 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134585 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8694735.000000 Penalty: 3841.430176
	Iteration 62Q: 3 clusters Score -8694735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134612 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8694742.000000 Penalty: 3841.430176
	Iteration 63Q: 3 clusters Score -8694742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134642 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8694753.000000 Penalty: 3841.430176
	Iteration 64Q: 3 clusters Score -8694753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134665 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8694764.000000 Penalty: 3841.430176
	Iteration 65Q: 3 clusters Score -8694764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134681 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8694784.000000 Penalty: 3841.430176
	Iteration 66Q: 3 clusters Score -8694784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134710 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8694793.000000 Penalty: 3841.430176
	Iteration 67Q: 3 clusters Score -8694793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134733 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8694804.000000 Penalty: 3841.430176
	Iteration 68Q: 3 clusters Score -8694804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134753 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8694806.000000 Penalty: 3841.430176
	Iteration 69Q: 3 clusters Score -8694806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134773 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8694813.000000 Penalty: 3841.430176
	Iteration 70Q: 3 clusters Score -8694813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134787 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8694815.000000 Penalty: 3841.430176
	Iteration 71Q: 3 clusters Score -8694815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134801 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8694824.000000 Penalty: 3841.430176
	Iteration 72Q: 3 clusters Score -8694824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134814 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8694838.000000 Penalty: 3841.430176
	Iteration 73Q: 3 clusters Score -8694838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134823 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8694838.000000 Penalty: 3841.430176
	Iteration 74Q: 3 clusters Score -8694838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134834 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8694830.000000 Penalty: 3841.430176
	Iteration 75Q: 3 clusters Score -8694830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134839 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8694823.000000 Penalty: 3841.430176
	Iteration 76Q: 3 clusters Score -8694823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134845 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8694823.000000 Penalty: 3841.430176
	Iteration 77Q: 3 clusters Score -8694823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134850 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8694829.000000 Penalty: 3841.430176
	Iteration 78Q: 3 clusters Score -8694829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134856 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8694830.000000 Penalty: 3841.430176
	Iteration 79Q: 3 clusters Score -8694830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134858 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8694830.000000 Penalty: 3841.430176
	Iteration 80F: 3 clusters Score -8694830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134859 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8694829.000000 Penalty: 3841.430176
	Iteration 81Q: 3 clusters Score -8694829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134860 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8694830.000000 Penalty: 3841.430176
	Iteration 82Q: 3 clusters Score -8694830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134862 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8694830.000000 Penalty: 3841.430176
	Iteration 83Q: 3 clusters Score -8694830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134862 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8694830.000000 Penalty: 3841.430176
	Iteration 84F: 3 clusters Score -8694830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -196693.750000 Penalty: 1304.093262
	Iteration 0F: 2 clusters Score -196693.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -193952.265625 Penalty: 2608.186523
	Iteration 0F: 3 clusters Score -193952.3 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -194554.984375 Penalty: 2608.186523
	Iteration 1F: 3 clusters Score -194555 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -194683.062500 Penalty: 2608.186523
	Iteration 2F: 3 clusters Score -194683.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -194754.015625 Penalty: 2608.186523
	Iteration 3Q: 3 clusters Score -194754 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -194802.093750 Penalty: 2608.186523
	Iteration 4Q: 3 clusters Score -194802.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -194834.593750 Penalty: 2608.186523
	Iteration 5Q: 3 clusters Score -194834.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -194860.687500 Penalty: 2608.186523
	Iteration 6Q: 3 clusters Score -194860.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -194885.718750 Penalty: 2608.186523
	Iteration 7Q: 3 clusters Score -194885.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -194916.093750 Penalty: 2608.186523
	Iteration 8Q: 3 clusters Score -194916.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -194941.500000 Penalty: 2608.186523
	Iteration 9Q: 3 clusters Score -194941.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -194961.968750 Penalty: 2608.186523
	Iteration 10Q: 3 clusters Score -194962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -194978.718750 Penalty: 2608.186523
	Iteration 11Q: 3 clusters Score -194978.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -194993.375000 Penalty: 2608.186523
	Iteration 12Q: 3 clusters Score -194993.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -195008.546875 Penalty: 2608.186523
	Iteration 13Q: 3 clusters Score -195008.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -195020.359375 Penalty: 2608.186523
	Iteration 14Q: 3 clusters Score -195020.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -195037.171875 Penalty: 2608.186523
	Iteration 15Q: 3 clusters Score -195037.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -195055.593750 Penalty: 2608.186523
	Iteration 16Q: 3 clusters Score -195055.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -195083.125000 Penalty: 2608.186523
	Iteration 17Q: 3 clusters Score -195083.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -195106.328125 Penalty: 2608.186523
	Iteration 18Q: 3 clusters Score -195106.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -195135.468750 Penalty: 2608.186523
	Iteration 19Q: 3 clusters Score -195135.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -195173.578125 Penalty: 2608.186523
	Iteration 20F: 3 clusters Score -195173.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -195221.031250 Penalty: 2608.186523
	Iteration 21Q: 3 clusters Score -195221 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -195259.484375 Penalty: 2608.186523
	Iteration 22Q: 3 clusters Score -195259.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -195296.468750 Penalty: 2608.186523
	Iteration 23Q: 3 clusters Score -195296.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -195336.796875 Penalty: 2608.186523
	Iteration 24Q: 3 clusters Score -195336.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -195370.953125 Penalty: 2608.186523
	Iteration 25Q: 3 clusters Score -195371 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -195402.265625 Penalty: 2608.186523
	Iteration 26Q: 3 clusters Score -195402.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -195426.421875 Penalty: 2608.186523
	Iteration 27Q: 3 clusters Score -195426.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -195448.656250 Penalty: 2608.186523
	Iteration 28Q: 3 clusters Score -195448.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -195475.031250 Penalty: 2608.186523
	Iteration 29Q: 3 clusters Score -195475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -195493.218750 Penalty: 2608.186523
	Iteration 30Q: 3 clusters Score -195493.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -195512.578125 Penalty: 2608.186523
	Iteration 31Q: 3 clusters Score -195512.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -195536.531250 Penalty: 2608.186523
	Iteration 32Q: 3 clusters Score -195536.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -195562.437500 Penalty: 2608.186523
	Iteration 33Q: 3 clusters Score -195562.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -195581.234375 Penalty: 2608.186523
	Iteration 34Q: 3 clusters Score -195581.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -195596.265625 Penalty: 2608.186523
	Iteration 35Q: 3 clusters Score -195596.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -195602.921875 Penalty: 2608.186523
	Iteration 36Q: 3 clusters Score -195602.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -195610.140625 Penalty: 2608.186523
	Iteration 37Q: 3 clusters Score -195610.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -195617.890625 Penalty: 2608.186523
	Iteration 38Q: 3 clusters Score -195617.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -195621.625000 Penalty: 2608.186523
	Iteration 39Q: 3 clusters Score -195621.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -195623.093750 Penalty: 2608.186523
	Iteration 40F: 3 clusters Score -195623.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -195626.593750 Penalty: 2608.186523
	Iteration 41Q: 3 clusters Score -195626.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -195629.281250 Penalty: 2608.186523
	Iteration 42Q: 3 clusters Score -195629.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -195629.281250 Penalty: 2608.186523
	Iteration 43F: 3 clusters Score -195629.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Entering Unmasked Estep 
Score: -231780.578125 Penalty: 1351.835205
	Iteration 0F: 2 clusters Score -231780.6 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 2000 members 
Entering Unmasked Estep 
Score: -228427.875000 Penalty: 2703.670410
	Iteration 0F: 3 clusters Score -228427.9 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -229453.750000 Penalty: 2703.670410
	Iteration 1F: 3 clusters Score -229453.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -229900.750000 Penalty: 2703.670410
	Iteration 2F: 3 clusters Score -229900.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -230459.750000 Penalty: 2703.670410
	Iteration 3F: 3 clusters Score -230459.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -230934.937500 Penalty: 2703.670410
	Iteration 4F: 3 clusters Score -230934.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -231213.781250 Penalty: 2703.670410
	Iteration 5F: 3 clusters Score -231213.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -231330.062500 Penalty: 2703.670410
	Iteration 6Q: 3 clusters Score -231330.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -231386.187500 Penalty: 2703.670410
	Iteration 7Q: 3 clusters Score -231386.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -231414.718750 Penalty: 2703.670410
	Iteration 8Q: 3 clusters Score -231414.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -231426.906250 Penalty: 2703.670410
	Iteration 9Q: 3 clusters Score -231426.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -231431.484375 Penalty: 2703.670410
	Iteration 10Q: 3 clusters Score -231431.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -231433.343750 Penalty: 2703.670410
	Iteration 11Q: 3 clusters Score -231433.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -231433.359375 Penalty: 2703.670410
	Iteration 12Q: 3 clusters Score -231433.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -231433.359375 Penalty: 2703.670410
	Iteration 13F: 3 clusters Score -231433.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Entering Unmasked Estep 
Score: -1008317.250000 Penalty: 1568.357422
	Iteration 0F: 2 clusters Score -1008317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -997579.937500 Penalty: 3136.714844
	Iteration 0F: 3 clusters Score -997579.9 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1001351.375000 Penalty: 3136.714844
	Iteration 1F: 3 clusters Score -1001351 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1001711.750000 Penalty: 3136.714844
	Iteration 2F: 3 clusters Score -1001712 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1002090.062500 Penalty: 3136.714844
	Iteration 3F: 3 clusters Score -1002090 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1002525.562500 Penalty: 3136.714844
	Iteration 4F: 3 clusters Score -1002526 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1003120.812500 Penalty: 3136.714844
	Iteration 5F: 3 clusters Score -1003121 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1003926.750000 Penalty: 3136.714844
	Iteration 6F: 3 clusters Score -1003927 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1004918.625000 Penalty: 3136.714844
	Iteration 7F: 3 clusters Score -1004919 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1005838.312500 Penalty: 3136.714844
	Iteration 8F: 3 clusters Score -1005838 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1006420.000000 Penalty: 3136.714844
	Iteration 9Q: 3 clusters Score -1006420 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1006700.000000 Penalty: 3136.714844
	Iteration 10Q: 3 clusters Score -1006700 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1006843.187500 Penalty: 3136.714844
	Iteration 11Q: 3 clusters Score -1006843 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1006915.687500 Penalty: 3136.714844
	Iteration 12Q: 3 clusters Score -1006916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1006951.625000 Penalty: 3136.714844
	Iteration 13Q: 3 clusters Score -1006952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1006975.812500 Penalty: 3136.714844
	Iteration 14Q: 3 clusters Score -1006976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1006998.500000 Penalty: 3136.714844
	Iteration 15Q: 3 clusters Score -1006998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1007007.062500 Penalty: 3136.714844
	Iteration 16Q: 3 clusters Score -1007007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1007016.875000 Penalty: 3136.714844
	Iteration 17Q: 3 clusters Score -1007017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1007021.625000 Penalty: 3136.714844
	Iteration 18Q: 3 clusters Score -1007022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1007022.937500 Penalty: 3136.714844
	Iteration 19Q: 3 clusters Score -1007023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1007024.562500 Penalty: 3136.714844
	Iteration 20F: 3 clusters Score -1007025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1007026.562500 Penalty: 3136.714844
	Iteration 21Q: 3 clusters Score -1007027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1007027.687500 Penalty: 3136.714844
	Iteration 22Q: 3 clusters Score -1007028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1007028.250000 Penalty: 3136.714844
	Iteration 23Q: 3 clusters Score -1007028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1007030.125000 Penalty: 3136.714844
	Iteration 24Q: 3 clusters Score -1007030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1007030.125000 Penalty: 3136.714844
	Iteration 25F: 3 clusters Score -1007030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -59811.101562 Penalty: 1119.558594
	Iteration 0F: 2 clusters Score -59811.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -58361.753906 Penalty: 2239.117188
	Iteration 0F: 3 clusters Score -58361.75 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -58611.027344 Penalty: 2239.117188
	Iteration 1F: 3 clusters Score -58611.03 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -58680.750000 Penalty: 2239.117188
	Iteration 2F: 3 clusters Score -58680.75 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -58714.632812 Penalty: 2239.117188
	Iteration 3Q: 3 clusters Score -58714.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -58738.324219 Penalty: 2239.117188
	Iteration 4Q: 3 clusters Score -58738.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -58749.851562 Penalty: 2239.117188
	Iteration 5Q: 3 clusters Score -58749.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -58764.785156 Penalty: 2239.117188
	Iteration 6Q: 3 clusters Score -58764.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -58776.804688 Penalty: 2239.117188
	Iteration 7Q: 3 clusters Score -58776.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -58784.785156 Penalty: 2239.117188
	Iteration 8Q: 3 clusters Score -58784.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -58790.167969 Penalty: 2239.117188
	Iteration 9Q: 3 clusters Score -58790.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -58793.617188 Penalty: 2239.117188
	Iteration 10Q: 3 clusters Score -58793.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -58796.148438 Penalty: 2239.117188
	Iteration 11Q: 3 clusters Score -58796.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -58800.082031 Penalty: 2239.117188
	Iteration 12Q: 3 clusters Score -58800.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -58807.832031 Penalty: 2239.117188
	Iteration 13Q: 3 clusters Score -58807.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -58821.167969 Penalty: 2239.117188
	Iteration 14Q: 3 clusters Score -58821.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -58831.890625 Penalty: 2239.117188
	Iteration 15Q: 3 clusters Score -58831.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -58836.207031 Penalty: 2239.117188
	Iteration 16Q: 3 clusters Score -58836.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -58837.906250 Penalty: 2239.117188
	Iteration 17Q: 3 clusters Score -58837.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -58838.464844 Penalty: 2239.117188
	Iteration 18Q: 3 clusters Score -58838.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -58838.464844 Penalty: 2239.117188
	Iteration 19F: 3 clusters Score -58838.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (339604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339604 members 
Entering Unmasked Estep 
Score: -21098214.000000 Penalty: 2069.524658
	Iteration 0F: 2 clusters Score -2.109821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169700 members 
Mstep: Class 2 contains 169904 members 
Entering Unmasked Estep 
Score: -20868992.000000 Penalty: 4139.049316
	Iteration 0F: 3 clusters Score -2.086899e+07 nChanged 165459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166385 members 
Mstep: Class 2 contains 173219 members 
Entering Unmasked Estep 
Score: -20968740.000000 Penalty: 4139.049316
	Iteration 1F: 3 clusters Score -2.096874e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164510 members 
Mstep: Class 2 contains 175094 members 
Entering Unmasked Estep 
Score: -20969966.000000 Penalty: 4139.049316
	Iteration 2Q: 3 clusters Score -2.096997e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161568 members 
Mstep: Class 2 contains 178036 members 
Entering Unmasked Estep 
Score: -20971678.000000 Penalty: 4139.049316
	Iteration 3Q: 3 clusters Score -2.097168e+07 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156933 members 
Mstep: Class 2 contains 182671 members 
Entering Unmasked Estep 
Score: -20974542.000000 Penalty: 4139.049316
	Iteration 4Q: 3 clusters Score -2.097454e+07 nChanged 12432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149915 members 
Mstep: Class 2 contains 189689 members 
Entering Unmasked Estep 
Score: -20979192.000000 Penalty: 4139.049316
	Iteration 5Q: 3 clusters Score -2.097919e+07 nChanged 15391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139816 members 
Mstep: Class 2 contains 199788 members 
Entering Unmasked Estep 
Score: -20986958.000000 Penalty: 4139.049316
	Iteration 6Q: 3 clusters Score -2.098696e+07 nChanged 19062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126682 members 
Mstep: Class 2 contains 212922 members 
Entering Unmasked Estep 
Score: -20999878.000000 Penalty: 4139.049316
	Iteration 7F: 3 clusters Score -2.099988e+07 nChanged 21922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112008 members 
Mstep: Class 2 contains 227596 members 
Entering Unmasked Estep 
Score: -21017604.000000 Penalty: 4139.049316
	Iteration 8F: 3 clusters Score -2.10176e+07 nChanged 21534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99222 members 
Mstep: Class 2 contains 240382 members 
Entering Unmasked Estep 
Score: -21034532.000000 Penalty: 4139.049316
	Iteration 9F: 3 clusters Score -2.103453e+07 nChanged 17127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89965 members 
Mstep: Class 2 contains 249639 members 
Entering Unmasked Estep 
Score: -21044712.000000 Penalty: 4139.049316
	Iteration 10F: 3 clusters Score -2.104471e+07 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82525 members 
Mstep: Class 2 contains 257079 members 
Entering Unmasked Estep 
Score: -21049112.000000 Penalty: 4139.049316
	Iteration 11Q: 3 clusters Score -2.104911e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75143 members 
Mstep: Class 2 contains 264461 members 
Entering Unmasked Estep 
Score: -21052080.000000 Penalty: 4139.049316
	Iteration 12Q: 3 clusters Score -2.105208e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67539 members 
Mstep: Class 2 contains 272065 members 
Entering Unmasked Estep 
Score: -21055100.000000 Penalty: 4139.049316
	Iteration 13Q: 3 clusters Score -2.10551e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 279729 members 
Entering Unmasked Estep 
Score: -21058618.000000 Penalty: 4139.049316
	Iteration 14Q: 3 clusters Score -2.105862e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 287444 members 
Entering Unmasked Estep 
Score: -21062346.000000 Penalty: 4139.049316
	Iteration 15Q: 3 clusters Score -2.106235e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 295072 members 
Entering Unmasked Estep 
Score: -21066268.000000 Penalty: 4139.049316
	Iteration 16Q: 3 clusters Score -2.106627e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 302518 members 
Entering Unmasked Estep 
Score: -21070394.000000 Penalty: 4139.049316
	Iteration 17Q: 3 clusters Score -2.107039e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 309725 members 
Entering Unmasked Estep 
Score: -21074908.000000 Penalty: 4139.049316
	Iteration 18Q: 3 clusters Score -2.107491e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 316382 members 
Entering Unmasked Estep 
Score: -21079306.000000 Penalty: 4139.049316
	Iteration 19Q: 3 clusters Score -2.107931e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 322223 members 
Entering Unmasked Estep 
Score: -21083416.000000 Penalty: 4139.049316
	Iteration 20F: 3 clusters Score -2.108342e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 327158 members 
Entering Unmasked Estep 
Score: -21087018.000000 Penalty: 4139.049316
	Iteration 21Q: 3 clusters Score -2.108702e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 331078 members 
Entering Unmasked Estep 
Score: -21089940.000000 Penalty: 4139.049316
	Iteration 22Q: 3 clusters Score -2.108994e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 334147 members 
Entering Unmasked Estep 
Score: -21092386.000000 Penalty: 4139.049316
	Iteration 23Q: 3 clusters Score -2.109239e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 336357 members 
Entering Unmasked Estep 
Score: -21094146.000000 Penalty: 4139.049316
	Iteration 24Q: 3 clusters Score -2.109415e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 337766 members 
Entering Unmasked Estep 
Score: -21095282.000000 Penalty: 4139.049316
	Iteration 25Q: 3 clusters Score -2.109528e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 338548 members 
Entering Unmasked Estep 
Score: -21095902.000000 Penalty: 4139.049316
	Iteration 26Q: 3 clusters Score -2.10959e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 338926 members 
Entering Unmasked Estep 
Score: -21096158.000000 Penalty: 4139.049316
	Iteration 27Q: 3 clusters Score -2.109616e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 339092 members 
Entering Unmasked Estep 
Score: -21096300.000000 Penalty: 4139.049316
	Iteration 28Q: 3 clusters Score -2.10963e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 339185 members 
Entering Unmasked Estep 
Score: -21096396.000000 Penalty: 4139.049316
	Iteration 29Q: 3 clusters Score -2.10964e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 339233 members 
Entering Unmasked Estep 
Score: -21096424.000000 Penalty: 4139.049316
	Iteration 30Q: 3 clusters Score -2.109642e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 339265 members 
Entering Unmasked Estep 
Score: -21096472.000000 Penalty: 4139.049316
	Iteration 31Q: 3 clusters Score -2.109647e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 339274 members 
Entering Unmasked Estep 
Score: -21096490.000000 Penalty: 4139.049316
	Iteration 32Q: 3 clusters Score -2.109649e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 339290 members 
Entering Unmasked Estep 
Score: -21096494.000000 Penalty: 4139.049316
	Iteration 33Q: 3 clusters Score -2.109649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 339296 members 
Entering Unmasked Estep 
Score: -21096496.000000 Penalty: 4139.049316
	Iteration 34Q: 3 clusters Score -2.10965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 339297 members 
Entering Unmasked Estep 
Score: -21096512.000000 Penalty: 4139.049316
	Iteration 35Q: 3 clusters Score -2.109651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 339301 members 
Entering Unmasked Estep 
Score: -21096524.000000 Penalty: 4139.049316
	Iteration 36Q: 3 clusters Score -2.109652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 339308 members 
Entering Unmasked Estep 
Score: -21096538.000000 Penalty: 4139.049316
	Iteration 37Q: 3 clusters Score -2.109654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 339319 members 
Entering Unmasked Estep 
Score: -21096536.000000 Penalty: 4139.049316
	Iteration 38Q: 3 clusters Score -2.109654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 339322 members 
Entering Unmasked Estep 
Score: -21096538.000000 Penalty: 4139.049316
	Iteration 39Q: 3 clusters Score -2.109654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 339321 members 
Entering Unmasked Estep 
Score: -21096556.000000 Penalty: 4139.049316
	Iteration 40F: 3 clusters Score -2.109656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 339323 members 
Entering Unmasked Estep 
Score: -21096554.000000 Penalty: 4139.049316
	Iteration 41Q: 3 clusters Score -2.109655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 339321 members 
Entering Unmasked Estep 
Score: -21096554.000000 Penalty: 4139.049316
	Iteration 42Q: 3 clusters Score -2.109655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 339320 members 
Entering Unmasked Estep 
Score: -21096556.000000 Penalty: 4139.049316
	Iteration 43Q: 3 clusters Score -2.109656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 339322 members 
Entering Unmasked Estep 
Score: -21096570.000000 Penalty: 4139.049316
	Iteration 44Q: 3 clusters Score -2.109657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 339321 members 
Entering Unmasked Estep 
Score: -21096566.000000 Penalty: 4139.049316
	Iteration 45Q: 3 clusters Score -2.109657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 339321 members 
Entering Unmasked Estep 
Score: -21096566.000000 Penalty: 4139.049316
	Iteration 46F: 3 clusters Score -2.109657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Entering Unmasked Estep 
Score: -1125571.750000 Penalty: 1597.226685
	Iteration 0F: 2 clusters Score -1125572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1112813.750000 Penalty: 3194.453369
	Iteration 0F: 3 clusters Score -1112814 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1117492.000000 Penalty: 3194.453369
	Iteration 1F: 3 clusters Score -1117492 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1117955.875000 Penalty: 3194.453369
	Iteration 2F: 3 clusters Score -1117956 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1118597.375000 Penalty: 3194.453369
	Iteration 3F: 3 clusters Score -1118597 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1119368.625000 Penalty: 3194.453369
	Iteration 4F: 3 clusters Score -1119369 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1120216.625000 Penalty: 3194.453369
	Iteration 5F: 3 clusters Score -1120217 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1121168.125000 Penalty: 3194.453369
	Iteration 6F: 3 clusters Score -1121168 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1122120.250000 Penalty: 3194.453369
	Iteration 7F: 3 clusters Score -1122120 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1122884.250000 Penalty: 3194.453369
	Iteration 8Q: 3 clusters Score -1122884 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1123384.500000 Penalty: 3194.453369
	Iteration 9Q: 3 clusters Score -1123384 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -1123719.625000 Penalty: 3194.453369
	Iteration 10Q: 3 clusters Score -1123720 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -1123902.750000 Penalty: 3194.453369
	Iteration 11Q: 3 clusters Score -1123903 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -1124003.125000 Penalty: 3194.453369
	Iteration 12Q: 3 clusters Score -1124003 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -1124090.000000 Penalty: 3194.453369
	Iteration 13Q: 3 clusters Score -1124090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -1124136.875000 Penalty: 3194.453369
	Iteration 14Q: 3 clusters Score -1124137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -1124157.375000 Penalty: 3194.453369
	Iteration 15Q: 3 clusters Score -1124157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -1124169.000000 Penalty: 3194.453369
	Iteration 16Q: 3 clusters Score -1124169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -1124176.000000 Penalty: 3194.453369
	Iteration 17Q: 3 clusters Score -1124176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -1124184.375000 Penalty: 3194.453369
	Iteration 18Q: 3 clusters Score -1124184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1124184.625000 Penalty: 3194.453369
	Iteration 19Q: 3 clusters Score -1124185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -1124184.125000 Penalty: 3194.453369
	Iteration 20F: 3 clusters Score -1124184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -1124186.375000 Penalty: 3194.453369
	Iteration 21Q: 3 clusters Score -1124186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -1124186.375000 Penalty: 3194.453369
	Iteration 22F: 3 clusters Score -1124186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53290 members 
Entering Unmasked Estep 
Score: -3341502.750000 Penalty: 1768.569336
	Iteration 0F: 2 clusters Score -3341503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -3305848.750000 Penalty: 3537.138672
	Iteration 0F: 3 clusters Score -3305849 nChanged 25154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -3319955.500000 Penalty: 3537.138672
	Iteration 1F: 3 clusters Score -3319956 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -3320522.000000 Penalty: 3537.138672
	Iteration 2Q: 3 clusters Score -3320522 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -3321167.250000 Penalty: 3537.138672
	Iteration 3Q: 3 clusters Score -3321167 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -3321967.500000 Penalty: 3537.138672
	Iteration 4Q: 3 clusters Score -3321968 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -3323032.750000 Penalty: 3537.138672
	Iteration 5Q: 3 clusters Score -3323033 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -3324546.500000 Penalty: 3537.138672
	Iteration 6F: 3 clusters Score -3324546 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -3326640.500000 Penalty: 3537.138672
	Iteration 7F: 3 clusters Score -3326640 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -3329273.500000 Penalty: 3537.138672
	Iteration 8F: 3 clusters Score -3329274 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -3331796.500000 Penalty: 3537.138672
	Iteration 9F: 3 clusters Score -3331796 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -3333645.500000 Penalty: 3537.138672
	Iteration 10F: 3 clusters Score -3333646 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -3334996.500000 Penalty: 3537.138672
	Iteration 11Q: 3 clusters Score -3334996 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -3336118.250000 Penalty: 3537.138672
	Iteration 12Q: 3 clusters Score -3336118 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -3337332.000000 Penalty: 3537.138672
	Iteration 13Q: 3 clusters Score -3337332 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -3338353.500000 Penalty: 3537.138672
	Iteration 14Q: 3 clusters Score -3338354 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -3339323.000000 Penalty: 3537.138672
	Iteration 15Q: 3 clusters Score -3339323 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -3340284.000000 Penalty: 3537.138672
	Iteration 16Q: 3 clusters Score -3340284 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -3341114.500000 Penalty: 3537.138672
	Iteration 17Q: 3 clusters Score -3341114 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -3341743.500000 Penalty: 3537.138672
	Iteration 18Q: 3 clusters Score -3341744 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -3342182.250000 Penalty: 3537.138672
	Iteration 19Q: 3 clusters Score -3342182 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -3342487.000000 Penalty: 3537.138672
	Iteration 20F: 3 clusters Score -3342487 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -3342677.500000 Penalty: 3537.138672
	Iteration 21Q: 3 clusters Score -3342678 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -3342773.750000 Penalty: 3537.138672
	Iteration 22Q: 3 clusters Score -3342774 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -3342860.500000 Penalty: 3537.138672
	Iteration 23Q: 3 clusters Score -3342860 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -3342906.250000 Penalty: 3537.138672
	Iteration 24Q: 3 clusters Score -3342906 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -3342955.500000 Penalty: 3537.138672
	Iteration 25Q: 3 clusters Score -3342956 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -3342983.000000 Penalty: 3537.138672
	Iteration 26Q: 3 clusters Score -3342983 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -3343014.000000 Penalty: 3537.138672
	Iteration 27Q: 3 clusters Score -3343014 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -3343028.000000 Penalty: 3537.138672
	Iteration 28Q: 3 clusters Score -3343028 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -3343031.250000 Penalty: 3537.138672
	Iteration 29Q: 3 clusters Score -3343031 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -3343050.000000 Penalty: 3537.138672
	Iteration 30Q: 3 clusters Score -3343050 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -3343057.500000 Penalty: 3537.138672
	Iteration 31Q: 3 clusters Score -3343058 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -3343051.250000 Penalty: 3537.138672
	Iteration 32Q: 3 clusters Score -3343051 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -3343065.250000 Penalty: 3537.138672
	Iteration 33Q: 3 clusters Score -3343065 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -3343067.500000 Penalty: 3537.138672
	Iteration 34Q: 3 clusters Score -3343068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -3343057.750000 Penalty: 3537.138672
	Iteration 35Q: 3 clusters Score -3343058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -3343059.250000 Penalty: 3537.138672
	Iteration 36Q: 3 clusters Score -3343059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -3343070.500000 Penalty: 3537.138672
	Iteration 37Q: 3 clusters Score -3343070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -3343067.750000 Penalty: 3537.138672
	Iteration 38Q: 3 clusters Score -3343068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -3343063.500000 Penalty: 3537.138672
	Iteration 39Q: 3 clusters Score -3343064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -3343059.750000 Penalty: 3537.138672
	Iteration 40F: 3 clusters Score -3343060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -3343065.250000 Penalty: 3537.138672
	Iteration 41Q: 3 clusters Score -3343065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -3343060.500000 Penalty: 3537.138672
	Iteration 42Q: 3 clusters Score -3343060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -3343062.750000 Penalty: 3537.138672
	Iteration 43Q: 3 clusters Score -3343063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -3343062.000000 Penalty: 3537.138672
	Iteration 44Q: 3 clusters Score -3343062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -3343066.250000 Penalty: 3537.138672
	Iteration 45Q: 3 clusters Score -3343066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -3343066.250000 Penalty: 3537.138672
	Iteration 46F: 3 clusters Score -3343066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 53208 members 
Mstep: Class 3 contains 3144 members 
Mstep: Class 4 contains 1826 members 
Mstep: Class 5 contains 8097 members 
Mstep: Class 6 contains 135915 members 
Mstep: Class 7 contains 3057 members 
Mstep: Class 8 contains 4101 members 
Mstep: Class 9 contains 15544 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 339604 members 
Mstep: Class 12 contains 29427 members 
Mstep: Class 16 contains 18566 members 
Mstep: Class 18 contains 23863 members 
Mstep: Class 21 contains 19541 members 
Mstep: Class 23 contains 12526 members 
Entering Unmasked Estep 
Score: -41788792.000000 Penalty: 34927.890625
Splitting cluster 18 changes total score from -41787580.000000 to -41788792.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 21 (19541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Entering Unmasked Estep 
Score: -1254840.625000 Penalty: 1605.543823
	Iteration 0F: 2 clusters Score -1254841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1241479.625000 Penalty: 3211.087646
	Iteration 0F: 3 clusters Score -1241480 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1246143.375000 Penalty: 3211.087646
	Iteration 1F: 3 clusters Score -1246143 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1246475.625000 Penalty: 3211.087646
	Iteration 2Q: 3 clusters Score -1246476 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1246864.750000 Penalty: 3211.087646
	Iteration 3Q: 3 clusters Score -1246865 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1247407.125000 Penalty: 3211.087646
	Iteration 4F: 3 clusters Score -1247407 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1248190.500000 Penalty: 3211.087646
	Iteration 5F: 3 clusters Score -1248190 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1249228.625000 Penalty: 3211.087646
	Iteration 6F: 3 clusters Score -1249229 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1250507.250000 Penalty: 3211.087646
	Iteration 7F: 3 clusters Score -1250507 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -1251740.000000 Penalty: 3211.087646
	Iteration 8F: 3 clusters Score -1251740 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -1252528.250000 Penalty: 3211.087646
	Iteration 9Q: 3 clusters Score -1252528 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -1252947.000000 Penalty: 3211.087646
	Iteration 10Q: 3 clusters Score -1252947 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -1253168.500000 Penalty: 3211.087646
	Iteration 11Q: 3 clusters Score -1253168 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -1253258.750000 Penalty: 3211.087646
	Iteration 12Q: 3 clusters Score -1253259 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -1253322.250000 Penalty: 3211.087646
	Iteration 13Q: 3 clusters Score -1253322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -1253359.750000 Penalty: 3211.087646
	Iteration 14Q: 3 clusters Score -1253360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -1253388.375000 Penalty: 3211.087646
	Iteration 15Q: 3 clusters Score -1253388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -1253400.000000 Penalty: 3211.087646
	Iteration 16Q: 3 clusters Score -1253400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -1253413.375000 Penalty: 3211.087646
	Iteration 17Q: 3 clusters Score -1253413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -1253424.750000 Penalty: 3211.087646
	Iteration 18Q: 3 clusters Score -1253425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -1253438.000000 Penalty: 3211.087646
	Iteration 19Q: 3 clusters Score -1253438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -1253447.625000 Penalty: 3211.087646
	Iteration 20F: 3 clusters Score -1253448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -1253455.625000 Penalty: 3211.087646
	Iteration 21Q: 3 clusters Score -1253456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -1253458.500000 Penalty: 3211.087646
	Iteration 22Q: 3 clusters Score -1253458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -1253458.500000 Penalty: 3211.087646
	Iteration 23F: 3 clusters Score -1253458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Entering Unmasked Estep 
Score: -796610.062500 Penalty: 1533.278809
	Iteration 0F: 2 clusters Score -796610.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -787716.687500 Penalty: 3066.557617
	Iteration 0F: 3 clusters Score -787716.7 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -790958.125000 Penalty: 3066.557617
	Iteration 1F: 3 clusters Score -790958.1 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -791534.750000 Penalty: 3066.557617
	Iteration 2F: 3 clusters Score -791534.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -791970.000000 Penalty: 3066.557617
	Iteration 3F: 3 clusters Score -791970 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -792296.937500 Penalty: 3066.557617
	Iteration 4F: 3 clusters Score -792296.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -792571.625000 Penalty: 3066.557617
	Iteration 5Q: 3 clusters Score -792571.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -792831.500000 Penalty: 3066.557617
	Iteration 6Q: 3 clusters Score -792831.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -793065.500000 Penalty: 3066.557617
	Iteration 7Q: 3 clusters Score -793065.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -793279.000000 Penalty: 3066.557617
	Iteration 8Q: 3 clusters Score -793279 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -793470.187500 Penalty: 3066.557617
	Iteration 9Q: 3 clusters Score -793470.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -793680.750000 Penalty: 3066.557617
	Iteration 10Q: 3 clusters Score -793680.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -793924.812500 Penalty: 3066.557617
	Iteration 11Q: 3 clusters Score -793924.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -794172.125000 Penalty: 3066.557617
	Iteration 12Q: 3 clusters Score -794172.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -794429.812500 Penalty: 3066.557617
	Iteration 13Q: 3 clusters Score -794429.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -794698.687500 Penalty: 3066.557617
	Iteration 14Q: 3 clusters Score -794698.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -794956.562500 Penalty: 3066.557617
	Iteration 15Q: 3 clusters Score -794956.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -795188.812500 Penalty: 3066.557617
	Iteration 16Q: 3 clusters Score -795188.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -795368.937500 Penalty: 3066.557617
	Iteration 17Q: 3 clusters Score -795368.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -795498.187500 Penalty: 3066.557617
	Iteration 18Q: 3 clusters Score -795498.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -795596.687500 Penalty: 3066.557617
	Iteration 19Q: 3 clusters Score -795596.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -795666.937500 Penalty: 3066.557617
	Iteration 20F: 3 clusters Score -795666.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -795726.000000 Penalty: 3066.557617
	Iteration 21Q: 3 clusters Score -795726 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -795785.000000 Penalty: 3066.557617
	Iteration 22Q: 3 clusters Score -795785 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -795833.062500 Penalty: 3066.557617
	Iteration 23Q: 3 clusters Score -795833.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -795874.875000 Penalty: 3066.557617
	Iteration 24Q: 3 clusters Score -795874.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -795921.000000 Penalty: 3066.557617
	Iteration 25Q: 3 clusters Score -795921 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -795968.937500 Penalty: 3066.557617
	Iteration 26Q: 3 clusters Score -795968.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -796022.875000 Penalty: 3066.557617
	Iteration 27Q: 3 clusters Score -796022.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -796073.437500 Penalty: 3066.557617
	Iteration 28Q: 3 clusters Score -796073.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -796117.500000 Penalty: 3066.557617
	Iteration 29Q: 3 clusters Score -796117.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -796159.500000 Penalty: 3066.557617
	Iteration 30Q: 3 clusters Score -796159.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -796204.187500 Penalty: 3066.557617
	Iteration 31Q: 3 clusters Score -796204.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -796244.125000 Penalty: 3066.557617
	Iteration 32Q: 3 clusters Score -796244.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -796277.687500 Penalty: 3066.557617
	Iteration 33Q: 3 clusters Score -796277.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -796307.875000 Penalty: 3066.557617
	Iteration 34Q: 3 clusters Score -796307.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -796345.375000 Penalty: 3066.557617
	Iteration 35Q: 3 clusters Score -796345.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -796371.750000 Penalty: 3066.557617
	Iteration 36Q: 3 clusters Score -796371.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -796388.375000 Penalty: 3066.557617
	Iteration 37Q: 3 clusters Score -796388.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -796404.500000 Penalty: 3066.557617
	Iteration 38Q: 3 clusters Score -796404.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -796418.875000 Penalty: 3066.557617
	Iteration 39Q: 3 clusters Score -796418.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -796433.000000 Penalty: 3066.557617
	Iteration 40F: 3 clusters Score -796433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -796444.812500 Penalty: 3066.557617
	Iteration 41Q: 3 clusters Score -796444.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -796464.125000 Penalty: 3066.557617
	Iteration 42Q: 3 clusters Score -796464.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -796481.562500 Penalty: 3066.557617
	Iteration 43Q: 3 clusters Score -796481.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -796500.250000 Penalty: 3066.557617
	Iteration 44Q: 3 clusters Score -796500.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -796516.062500 Penalty: 3066.557617
	Iteration 45Q: 3 clusters Score -796516.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -796528.812500 Penalty: 3066.557617
	Iteration 46Q: 3 clusters Score -796528.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -796542.500000 Penalty: 3066.557617
	Iteration 47Q: 3 clusters Score -796542.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -796556.812500 Penalty: 3066.557617
	Iteration 48Q: 3 clusters Score -796556.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -796567.687500 Penalty: 3066.557617
	Iteration 49Q: 3 clusters Score -796567.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -796580.312500 Penalty: 3066.557617
	Iteration 50Q: 3 clusters Score -796580.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -796588.437500 Penalty: 3066.557617
	Iteration 51Q: 3 clusters Score -796588.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -796597.625000 Penalty: 3066.557617
	Iteration 52Q: 3 clusters Score -796597.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -796602.625000 Penalty: 3066.557617
	Iteration 53Q: 3 clusters Score -796602.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -796610.875000 Penalty: 3066.557617
	Iteration 54Q: 3 clusters Score -796610.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -796616.562500 Penalty: 3066.557617
	Iteration 55Q: 3 clusters Score -796616.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -796619.437500 Penalty: 3066.557617
	Iteration 56Q: 3 clusters Score -796619.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -796622.812500 Penalty: 3066.557617
	Iteration 57Q: 3 clusters Score -796622.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -796625.062500 Penalty: 3066.557617
	Iteration 58Q: 3 clusters Score -796625.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -796627.312500 Penalty: 3066.557617
	Iteration 59Q: 3 clusters Score -796627.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -796627.812500 Penalty: 3066.557617
	Iteration 60F: 3 clusters Score -796627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -796628.375000 Penalty: 3066.557617
	Iteration 61Q: 3 clusters Score -796628.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -796629.625000 Penalty: 3066.557617
	Iteration 62Q: 3 clusters Score -796629.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -796631.812500 Penalty: 3066.557617
	Iteration 63Q: 3 clusters Score -796631.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -796631.000000 Penalty: 3066.557617
	Iteration 64Q: 3 clusters Score -796631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -796634.125000 Penalty: 3066.557617
	Iteration 65Q: 3 clusters Score -796634.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -796639.187500 Penalty: 3066.557617
	Iteration 66Q: 3 clusters Score -796639.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -796639.687500 Penalty: 3066.557617
	Iteration 67Q: 3 clusters Score -796639.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -796642.375000 Penalty: 3066.557617
	Iteration 68Q: 3 clusters Score -796642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -796643.562500 Penalty: 3066.557617
	Iteration 69Q: 3 clusters Score -796643.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -796643.312500 Penalty: 3066.557617
	Iteration 70Q: 3 clusters Score -796643.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -796644.000000 Penalty: 3066.557617
	Iteration 71Q: 3 clusters Score -796644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -796644.000000 Penalty: 3066.557617
	Iteration 72F: 3 clusters Score -796644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 53208 members 
Mstep: Class 3 contains 3144 members 
Mstep: Class 4 contains 1826 members 
Mstep: Class 5 contains 8097 members 
Mstep: Class 6 contains 135915 members 
Mstep: Class 7 contains 3057 members 
Mstep: Class 8 contains 4101 members 
Mstep: Class 9 contains 15544 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 339604 members 
Mstep: Class 12 contains 29427 members 
Mstep: Class 13 contains 11817 members 
Mstep: Class 16 contains 18566 members 
Mstep: Class 18 contains 23863 members 
Mstep: Class 21 contains 19541 members 
Mstep: Class 23 contains 709 members 
Entering Unmasked Estep 
Score: -41788152.000000 Penalty: 37110.882812
Splitting cluster 23 changes total score from -41787580.000000 to -41788152.000000
So it's getting split into cluster 13.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 53208 members 
Mstep: Class 3 contains 3144 members 
Mstep: Class 4 contains 1826 members 
Mstep: Class 5 contains 8097 members 
Mstep: Class 6 contains 135915 members 
Mstep: Class 7 contains 3057 members 
Mstep: Class 8 contains 4101 members 
Mstep: Class 9 contains 15544 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 339604 members 
Mstep: Class 16 contains 18566 members 
Mstep: Class 18 contains 23863 members 
Mstep: Class 21 contains 19541 members 
Mstep: Class 23 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41790992.000000 Penalty: 37110.882812
Iteration 359Q: 18 clusters Score -4.179099e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 53315 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 1828 members 
Mstep: Class 5 contains 8097 members 
Mstep: Class 6 contains 136237 members 
Mstep: Class 7 contains 3079 members 
Mstep: Class 8 contains 4094 members 
Mstep: Class 9 contains 15548 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 342029 members 
Mstep: Class 12 contains 27239 members 
Mstep: Class 13 contains 11602 members 
Mstep: Class 16 contains 18572 members 
Mstep: Class 18 contains 23359 members 
Mstep: Class 21 contains 19570 members 
Mstep: Class 23 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41793360.000000 Penalty: 37110.882812
Iteration 360F: 18 clusters Score -4.179336e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 53233 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 1830 members 
Mstep: Class 5 contains 8093 members 
Mstep: Class 6 contains 136116 members 
Mstep: Class 7 contains 3085 members 
Mstep: Class 8 contains 4088 members 
Mstep: Class 9 contains 15508 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 342657 members 
Mstep: Class 12 contains 27220 members 
Mstep: Class 13 contains 11793 members 
Mstep: Class 16 contains 18543 members 
Mstep: Class 18 contains 22963 members 
Mstep: Class 21 contains 19524 members 
Mstep: Class 23 contains 721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41793896.000000 Penalty: 37110.882812
Iteration 361Q: 18 clusters Score -4.17939e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 53126 members 
Mstep: Class 3 contains 3063 members 
Mstep: Class 4 contains 1829 members 
Mstep: Class 5 contains 8088 members 
Mstep: Class 6 contains 135978 members 
Mstep: Class 7 contains 3090 members 
Mstep: Class 8 contains 4075 members 
Mstep: Class 9 contains 15443 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 343389 members 
Mstep: Class 12 contains 27114 members 
Mstep: Class 13 contains 11931 members 
Mstep: Class 16 contains 18511 members 
Mstep: Class 18 contains 22666 members 
Mstep: Class 21 contains 19479 members 
Mstep: Class 23 contains 729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794440.000000 Penalty: 37110.882812
Iteration 362Q: 18 clusters Score -4.179444e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 52972 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 1830 members 
Mstep: Class 5 contains 8086 members 
Mstep: Class 6 contains 135797 members 
Mstep: Class 7 contains 3093 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 15379 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 344127 members 
Mstep: Class 12 contains 27070 members 
Mstep: Class 13 contains 12000 members 
Mstep: Class 16 contains 18455 members 
Mstep: Class 18 contains 22464 members 
Mstep: Class 21 contains 19446 members 
Mstep: Class 23 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794908.000000 Penalty: 37110.882812
Iteration 363Q: 18 clusters Score -4.179491e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 52811 members 
Mstep: Class 3 contains 2991 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 8087 members 
Mstep: Class 6 contains 135628 members 
Mstep: Class 7 contains 3093 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 15323 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 344805 members 
Mstep: Class 12 contains 27036 members 
Mstep: Class 13 contains 12038 members 
Mstep: Class 16 contains 18414 members 
Mstep: Class 18 contains 22314 members 
Mstep: Class 21 contains 19405 members 
Mstep: Class 23 contains 739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794872.000000 Penalty: 37110.882812
Iteration 364Q: 18 clusters Score -4.179487e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 52653 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 1832 members 
Mstep: Class 5 contains 8087 members 
Mstep: Class 6 contains 135440 members 
Mstep: Class 7 contains 3091 members 
Mstep: Class 8 contains 3998 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 345462 members 
Mstep: Class 12 contains 27025 members 
Mstep: Class 13 contains 12066 members 
Mstep: Class 16 contains 18381 members 
Mstep: Class 18 contains 22175 members 
Mstep: Class 21 contains 19354 members 
Mstep: Class 23 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794896.000000 Penalty: 37110.882812
Iteration 365Q: 18 clusters Score -4.17949e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 52521 members 
Mstep: Class 3 contains 2945 members 
Mstep: Class 4 contains 1830 members 
Mstep: Class 5 contains 8089 members 
Mstep: Class 6 contains 135248 members 
Mstep: Class 7 contains 3091 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 15243 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 346052 members 
Mstep: Class 12 contains 27015 members 
Mstep: Class 13 contains 12081 members 
Mstep: Class 16 contains 18352 members 
Mstep: Class 18 contains 22069 members 
Mstep: Class 21 contains 19316 members 
Mstep: Class 23 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794884.000000 Penalty: 37110.882812
Iteration 366Q: 18 clusters Score -4.179488e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 52395 members 
Mstep: Class 3 contains 2935 members 
Mstep: Class 4 contains 1828 members 
Mstep: Class 5 contains 8095 members 
Mstep: Class 6 contains 135072 members 
Mstep: Class 7 contains 3096 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 15210 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 346605 members 
Mstep: Class 12 contains 26986 members 
Mstep: Class 13 contains 12089 members 
Mstep: Class 16 contains 18328 members 
Mstep: Class 18 contains 21963 members 
Mstep: Class 21 contains 19283 members 
Mstep: Class 23 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794992.000000 Penalty: 37110.882812
Iteration 367Q: 18 clusters Score -4.179499e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 52269 members 
Mstep: Class 3 contains 2918 members 
Mstep: Class 4 contains 1828 members 
Mstep: Class 5 contains 8099 members 
Mstep: Class 6 contains 134907 members 
Mstep: Class 7 contains 3098 members 
Mstep: Class 8 contains 3921 members 
Mstep: Class 9 contains 15172 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 347126 members 
Mstep: Class 12 contains 26938 members 
Mstep: Class 13 contains 12107 members 
Mstep: Class 16 contains 18304 members 
Mstep: Class 18 contains 21880 members 
Mstep: Class 21 contains 19263 members 
Mstep: Class 23 contains 751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795124.000000 Penalty: 37110.882812
Iteration 368Q: 18 clusters Score -4.179512e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 52164 members 
Mstep: Class 3 contains 2903 members 
Mstep: Class 4 contains 1829 members 
Mstep: Class 5 contains 8102 members 
Mstep: Class 6 contains 134725 members 
Mstep: Class 7 contains 3096 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 15136 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 347643 members 
Mstep: Class 12 contains 26879 members 
Mstep: Class 13 contains 12124 members 
Mstep: Class 16 contains 18282 members 
Mstep: Class 18 contains 21816 members 
Mstep: Class 21 contains 19236 members 
Mstep: Class 23 contains 751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794980.000000 Penalty: 37110.882812
Iteration 369Q: 18 clusters Score -4.179498e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 52067 members 
Mstep: Class 3 contains 2888 members 
Mstep: Class 4 contains 1829 members 
Mstep: Class 5 contains 8106 members 
Mstep: Class 6 contains 134576 members 
Mstep: Class 7 contains 3098 members 
Mstep: Class 8 contains 3879 members 
Mstep: Class 9 contains 15094 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 348094 members 
Mstep: Class 12 contains 26828 members 
Mstep: Class 13 contains 12133 members 
Mstep: Class 16 contains 18269 members 
Mstep: Class 18 contains 21763 members 
Mstep: Class 21 contains 19215 members 
Mstep: Class 23 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795008.000000 Penalty: 37110.882812
Iteration 370Q: 18 clusters Score -4.179501e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 51976 members 
Mstep: Class 3 contains 2869 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 8107 members 
Mstep: Class 6 contains 134427 members 
Mstep: Class 7 contains 3101 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 15065 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 348545 members 
Mstep: Class 12 contains 26786 members 
Mstep: Class 13 contains 12137 members 
Mstep: Class 16 contains 18258 members 
Mstep: Class 18 contains 21711 members 
Mstep: Class 21 contains 19187 members 
Mstep: Class 23 contains 749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794996.000000 Penalty: 37110.882812
Iteration 371Q: 18 clusters Score -4.1795e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 51893 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 8109 members 
Mstep: Class 6 contains 134289 members 
Mstep: Class 7 contains 3101 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 15031 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 348943 members 
Mstep: Class 12 contains 26752 members 
Mstep: Class 13 contains 12145 members 
Mstep: Class 16 contains 18260 members 
Mstep: Class 18 contains 21659 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 23 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795048.000000 Penalty: 37110.882812
Iteration 372Q: 18 clusters Score -4.179505e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 51805 members 
Mstep: Class 3 contains 2836 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 8110 members 
Mstep: Class 6 contains 134150 members 
Mstep: Class 7 contains 3103 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 15011 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 349322 members 
Mstep: Class 12 contains 26718 members 
Mstep: Class 13 contains 12163 members 
Mstep: Class 16 contains 18250 members 
Mstep: Class 18 contains 21612 members 
Mstep: Class 21 contains 19149 members 
Mstep: Class 23 contains 745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795004.000000 Penalty: 37110.882812
Iteration 373Q: 18 clusters Score -4.1795e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 51707 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 8112 members 
Mstep: Class 6 contains 134018 members 
Mstep: Class 7 contains 3105 members 
Mstep: Class 8 contains 3779 members 
Mstep: Class 9 contains 14996 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 349681 members 
Mstep: Class 12 contains 26674 members 
Mstep: Class 13 contains 12176 members 
Mstep: Class 16 contains 18252 members 
Mstep: Class 18 contains 21574 members 
Mstep: Class 21 contains 19139 members 
Mstep: Class 23 contains 745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794940.000000 Penalty: 37110.882812
Iteration 374Q: 18 clusters Score -4.179494e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 51633 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 8114 members 
Mstep: Class 6 contains 133876 members 
Mstep: Class 7 contains 3105 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 14981 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 350014 members 
Mstep: Class 12 contains 26642 members 
Mstep: Class 13 contains 12183 members 
Mstep: Class 16 contains 18253 members 
Mstep: Class 18 contains 21540 members 
Mstep: Class 21 contains 19130 members 
Mstep: Class 23 contains 745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794908.000000 Penalty: 37110.882812
Iteration 375Q: 18 clusters Score -4.179491e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 51542 members 
Mstep: Class 3 contains 2774 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 8117 members 
Mstep: Class 6 contains 133764 members 
Mstep: Class 7 contains 3107 members 
Mstep: Class 8 contains 3744 members 
Mstep: Class 9 contains 14967 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 350330 members 
Mstep: Class 12 contains 26606 members 
Mstep: Class 13 contains 12199 members 
Mstep: Class 16 contains 18259 members 
Mstep: Class 18 contains 21509 members 
Mstep: Class 21 contains 19113 members 
Mstep: Class 23 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794972.000000 Penalty: 37110.882812
Iteration 376Q: 18 clusters Score -4.179497e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 51463 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 133646 members 
Mstep: Class 7 contains 3110 members 
Mstep: Class 8 contains 3729 members 
Mstep: Class 9 contains 14958 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 350615 members 
Mstep: Class 12 contains 26574 members 
Mstep: Class 13 contains 12212 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 18 contains 21485 members 
Mstep: Class 21 contains 19097 members 
Mstep: Class 23 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794992.000000 Penalty: 37110.882812
Iteration 377Q: 18 clusters Score -4.179499e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 51383 members 
Mstep: Class 3 contains 2737 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 133543 members 
Mstep: Class 7 contains 3110 members 
Mstep: Class 8 contains 3720 members 
Mstep: Class 9 contains 14945 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 350899 members 
Mstep: Class 12 contains 26553 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 16 contains 18261 members 
Mstep: Class 18 contains 21451 members 
Mstep: Class 21 contains 19080 members 
Mstep: Class 23 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795068.000000 Penalty: 37110.882812
Iteration 378Q: 18 clusters Score -4.179507e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 51289 members 
Mstep: Class 3 contains 2719 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 8122 members 
Mstep: Class 6 contains 133437 members 
Mstep: Class 7 contains 3113 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 14931 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 351187 members 
Mstep: Class 12 contains 26526 members 
Mstep: Class 13 contains 12238 members 
Mstep: Class 16 contains 18256 members 
Mstep: Class 18 contains 21428 members 
Mstep: Class 21 contains 19069 members 
Mstep: Class 23 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794992.000000 Penalty: 37110.882812
Iteration 379Q: 18 clusters Score -4.179499e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 51203 members 
Mstep: Class 3 contains 2709 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 8124 members 
Mstep: Class 6 contains 133330 members 
Mstep: Class 7 contains 3115 members 
Mstep: Class 8 contains 3700 members 
Mstep: Class 9 contains 14914 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 351475 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 12247 members 
Mstep: Class 16 contains 18256 members 
Mstep: Class 18 contains 21402 members 
Mstep: Class 21 contains 19049 members 
Mstep: Class 23 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794972.000000 Penalty: 37110.882812
Iteration 380F: 18 clusters Score -4.179497e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 51133 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 8128 members 
Mstep: Class 6 contains 133222 members 
Mstep: Class 7 contains 3117 members 
Mstep: Class 8 contains 3693 members 
Mstep: Class 9 contains 14897 members 
Mstep: Class 10 contains 984 members 
Mstep: Class 11 contains 351745 members 
Mstep: Class 12 contains 26479 members 
Mstep: Class 13 contains 12251 members 
Mstep: Class 16 contains 18250 members 
Mstep: Class 18 contains 21378 members 
Mstep: Class 21 contains 19035 members 
Mstep: Class 23 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795100.000000 Penalty: 37110.882812
Iteration 381Q: 18 clusters Score -4.17951e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 51066 members 
Mstep: Class 3 contains 2686 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 8127 members 
Mstep: Class 6 contains 133119 members 
Mstep: Class 7 contains 3119 members 
Mstep: Class 8 contains 3684 members 
Mstep: Class 9 contains 14877 members 
Mstep: Class 10 contains 984 members 
Mstep: Class 11 contains 352000 members 
Mstep: Class 12 contains 26459 members 
Mstep: Class 13 contains 12251 members 
Mstep: Class 16 contains 18250 members 
Mstep: Class 18 contains 21369 members 
Mstep: Class 21 contains 19019 members 
Mstep: Class 23 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795036.000000 Penalty: 37110.882812
Iteration 382Q: 18 clusters Score -4.179504e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 51002 members 
Mstep: Class 3 contains 2677 members 
Mstep: Class 4 contains 1832 members 
Mstep: Class 5 contains 8130 members 
Mstep: Class 6 contains 133024 members 
Mstep: Class 7 contains 3120 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 14864 members 
Mstep: Class 10 contains 984 members 
Mstep: Class 11 contains 352235 members 
Mstep: Class 12 contains 26437 members 
Mstep: Class 13 contains 12246 members 
Mstep: Class 16 contains 18251 members 
Mstep: Class 18 contains 21363 members 
Mstep: Class 21 contains 19001 members 
Mstep: Class 23 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795012.000000 Penalty: 37110.882812
Iteration 383Q: 18 clusters Score -4.179501e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 50934 members 
Mstep: Class 3 contains 2668 members 
Mstep: Class 4 contains 1832 members 
Mstep: Class 5 contains 8131 members 
Mstep: Class 6 contains 132925 members 
Mstep: Class 7 contains 3124 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 14845 members 
Mstep: Class 10 contains 984 members 
Mstep: Class 11 contains 352481 members 
Mstep: Class 12 contains 26406 members 
Mstep: Class 13 contains 12258 members 
Mstep: Class 16 contains 18253 members 
Mstep: Class 18 contains 21354 members 
Mstep: Class 21 contains 18983 members 
Mstep: Class 23 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795028.000000 Penalty: 37110.882812
Iteration 384Q: 18 clusters Score -4.179503e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 50884 members 
Mstep: Class 3 contains 2663 members 
Mstep: Class 4 contains 1834 members 
Mstep: Class 5 contains 8132 members 
Mstep: Class 6 contains 132805 members 
Mstep: Class 7 contains 3126 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 14833 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 352712 members 
Mstep: Class 12 contains 26377 members 
Mstep: Class 13 contains 12263 members 
Mstep: Class 16 contains 18262 members 
Mstep: Class 18 contains 21346 members 
Mstep: Class 21 contains 18969 members 
Mstep: Class 23 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794956.000000 Penalty: 37110.882812
Iteration 385Q: 18 clusters Score -4.179496e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 50836 members 
Mstep: Class 3 contains 2655 members 
Mstep: Class 4 contains 1834 members 
Mstep: Class 5 contains 8134 members 
Mstep: Class 6 contains 132703 members 
Mstep: Class 7 contains 3127 members 
Mstep: Class 8 contains 3641 members 
Mstep: Class 9 contains 14818 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 352940 members 
Mstep: Class 12 contains 26335 members 
Mstep: Class 13 contains 12270 members 
Mstep: Class 16 contains 18271 members 
Mstep: Class 18 contains 21338 members 
Mstep: Class 21 contains 18954 members 
Mstep: Class 23 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795052.000000 Penalty: 37110.882812
Iteration 386Q: 18 clusters Score -4.179505e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 50800 members 
Mstep: Class 3 contains 2645 members 
Mstep: Class 4 contains 1834 members 
Mstep: Class 5 contains 8136 members 
Mstep: Class 6 contains 132610 members 
Mstep: Class 7 contains 3127 members 
Mstep: Class 8 contains 3634 members 
Mstep: Class 9 contains 14803 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 353149 members 
Mstep: Class 12 contains 26286 members 
Mstep: Class 13 contains 12280 members 
Mstep: Class 16 contains 18275 members 
Mstep: Class 18 contains 21334 members 
Mstep: Class 21 contains 18943 members 
Mstep: Class 23 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794960.000000 Penalty: 37110.882812
Iteration 387Q: 18 clusters Score -4.179496e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 50760 members 
Mstep: Class 3 contains 2642 members 
Mstep: Class 4 contains 1834 members 
Mstep: Class 5 contains 8139 members 
Mstep: Class 6 contains 132519 members 
Mstep: Class 7 contains 3131 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 14792 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 353349 members 
Mstep: Class 12 contains 26239 members 
Mstep: Class 13 contains 12280 members 
Mstep: Class 16 contains 18277 members 
Mstep: Class 18 contains 21330 members 
Mstep: Class 21 contains 18929 members 
Mstep: Class 23 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794940.000000 Penalty: 37110.882812
Iteration 388Q: 18 clusters Score -4.179494e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 50729 members 
Mstep: Class 3 contains 2642 members 
Mstep: Class 4 contains 1834 members 
Mstep: Class 5 contains 8140 members 
Mstep: Class 6 contains 132450 members 
Mstep: Class 7 contains 3136 members 
Mstep: Class 8 contains 3626 members 
Mstep: Class 9 contains 14781 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 353517 members 
Mstep: Class 12 contains 26201 members 
Mstep: Class 13 contains 12278 members 
Mstep: Class 16 contains 18277 members 
Mstep: Class 18 contains 21320 members 
Mstep: Class 21 contains 18917 members 
Mstep: Class 23 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794988.000000 Penalty: 37110.882812
Iteration 389Q: 18 clusters Score -4.179499e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 50693 members 
Mstep: Class 3 contains 2637 members 
Mstep: Class 4 contains 1834 members 
Mstep: Class 5 contains 8143 members 
Mstep: Class 6 contains 132384 members 
Mstep: Class 7 contains 3139 members 
Mstep: Class 8 contains 3623 members 
Mstep: Class 9 contains 14778 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 353679 members 
Mstep: Class 12 contains 26156 members 
Mstep: Class 13 contains 12284 members 
Mstep: Class 16 contains 18277 members 
Mstep: Class 18 contains 21313 members 
Mstep: Class 21 contains 18909 members 
Mstep: Class 23 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794960.000000 Penalty: 37110.882812
Iteration 390Q: 18 clusters Score -4.179496e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 50663 members 
Mstep: Class 3 contains 2632 members 
Mstep: Class 4 contains 1834 members 
Mstep: Class 5 contains 8145 members 
Mstep: Class 6 contains 132318 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 8 contains 3622 members 
Mstep: Class 9 contains 14772 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 353827 members 
Mstep: Class 12 contains 26117 members 
Mstep: Class 13 contains 12287 members 
Mstep: Class 16 contains 18276 members 
Mstep: Class 18 contains 21311 members 
Mstep: Class 21 contains 18903 members 
Mstep: Class 23 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794972.000000 Penalty: 37110.882812
Iteration 391Q: 18 clusters Score -4.179497e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 50641 members 
Mstep: Class 3 contains 2628 members 
Mstep: Class 4 contains 1834 members 
Mstep: Class 5 contains 8149 members 
Mstep: Class 6 contains 132241 members 
Mstep: Class 7 contains 3142 members 
Mstep: Class 8 contains 3619 members 
Mstep: Class 9 contains 14764 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 353979 members 
Mstep: Class 12 contains 26090 members 
Mstep: Class 13 contains 12290 members 
Mstep: Class 16 contains 18273 members 
Mstep: Class 18 contains 21304 members 
Mstep: Class 21 contains 18896 members 
Mstep: Class 23 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794892.000000 Penalty: 37110.882812
Iteration 392Q: 18 clusters Score -4.179489e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 50609 members 
Mstep: Class 3 contains 2622 members 
Mstep: Class 4 contains 1834 members 
Mstep: Class 5 contains 8150 members 
Mstep: Class 6 contains 132178 members 
Mstep: Class 7 contains 3143 members 
Mstep: Class 8 contains 3615 members 
Mstep: Class 9 contains 14760 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 354123 members 
Mstep: Class 12 contains 26069 members 
Mstep: Class 13 contains 12289 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 18 contains 21301 members 
Mstep: Class 21 contains 18886 members 
Mstep: Class 23 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794920.000000 Penalty: 37110.882812
Iteration 393Q: 18 clusters Score -4.179492e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 50572 members 
Mstep: Class 3 contains 2616 members 
Mstep: Class 4 contains 1834 members 
Mstep: Class 5 contains 8153 members 
Mstep: Class 6 contains 132120 members 
Mstep: Class 7 contains 3143 members 
Mstep: Class 8 contains 3612 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 354263 members 
Mstep: Class 12 contains 26048 members 
Mstep: Class 13 contains 12291 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 18 contains 21297 members 
Mstep: Class 21 contains 18879 members 
Mstep: Class 23 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794932.000000 Penalty: 37110.882812
Iteration 394Q: 18 clusters Score -4.179493e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 50541 members 
Mstep: Class 3 contains 2606 members 
Mstep: Class 4 contains 1834 members 
Mstep: Class 5 contains 8156 members 
Mstep: Class 6 contains 132064 members 
Mstep: Class 7 contains 3144 members 
Mstep: Class 8 contains 3610 members 
Mstep: Class 9 contains 14748 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 354400 members 
Mstep: Class 12 contains 26026 members 
Mstep: Class 13 contains 12293 members 
Mstep: Class 16 contains 18269 members 
Mstep: Class 18 contains 21293 members 
Mstep: Class 21 contains 18876 members 
Mstep: Class 23 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794892.000000 Penalty: 37110.882812
Iteration 395Q: 18 clusters Score -4.179489e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 50515 members 
Mstep: Class 3 contains 2600 members 
Mstep: Class 4 contains 1833 members 
Mstep: Class 5 contains 8160 members 
Mstep: Class 6 contains 132001 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 3606 members 
Mstep: Class 9 contains 14740 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 354534 members 
Mstep: Class 12 contains 26008 members 
Mstep: Class 13 contains 12293 members 
Mstep: Class 16 contains 18266 members 
Mstep: Class 18 contains 21290 members 
Mstep: Class 21 contains 18867 members 
Mstep: Class 23 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794888.000000 Penalty: 37110.882812
Iteration 396Q: 18 clusters Score -4.179489e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 50499 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 1834 members 
Mstep: Class 5 contains 8165 members 
Mstep: Class 6 contains 131935 members 
Mstep: Class 7 contains 3146 members 
Mstep: Class 8 contains 3605 members 
Mstep: Class 9 contains 14735 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 354647 members 
Mstep: Class 12 contains 25999 members 
Mstep: Class 13 contains 12292 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 18 contains 21285 members 
Mstep: Class 21 contains 18856 members 
Mstep: Class 23 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794904.000000 Penalty: 37110.882812
Iteration 397Q: 18 clusters Score -4.17949e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 50469 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 1835 members 
Mstep: Class 5 contains 8168 members 
Mstep: Class 6 contains 131868 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 3601 members 
Mstep: Class 9 contains 14732 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 354792 members 
Mstep: Class 12 contains 25983 members 
Mstep: Class 13 contains 12295 members 
Mstep: Class 16 contains 18263 members 
Mstep: Class 18 contains 21279 members 
Mstep: Class 21 contains 18840 members 
Mstep: Class 23 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794932.000000 Penalty: 37110.882812
Iteration 398Q: 18 clusters Score -4.179493e+07 nChanged 151
Entering ConstructFrom: 
Score: -41794932.000000 Penalty: 37110.882812
Entering ConstructFrom: 
Trying to split cluster 1 (13122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Entering Unmasked Estep 
Score: -854988.812500 Penalty: 1540.832397
	Iteration 0F: 2 clusters Score -854988.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -845888.937500 Penalty: 3081.664795
	Iteration 0F: 3 clusters Score -845888.9 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -848805.812500 Penalty: 3081.664795
	Iteration 1F: 3 clusters Score -848805.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -849037.437500 Penalty: 3081.664795
	Iteration 2F: 3 clusters Score -849037.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -849241.062500 Penalty: 3081.664795
	Iteration 3Q: 3 clusters Score -849241.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -849403.500000 Penalty: 3081.664795
	Iteration 4Q: 3 clusters Score -849403.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -849562.687500 Penalty: 3081.664795
	Iteration 5Q: 3 clusters Score -849562.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -849745.187500 Penalty: 3081.664795
	Iteration 6Q: 3 clusters Score -849745.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -849986.062500 Penalty: 3081.664795
	Iteration 7Q: 3 clusters Score -849986.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -850318.250000 Penalty: 3081.664795
	Iteration 8Q: 3 clusters Score -850318.2 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -850751.625000 Penalty: 3081.664795
	Iteration 9F: 3 clusters Score -850751.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -851301.312500 Penalty: 3081.664795
	Iteration 10F: 3 clusters Score -851301.3 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -851883.125000 Penalty: 3081.664795
	Iteration 11F: 3 clusters Score -851883.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -852327.000000 Penalty: 3081.664795
	Iteration 12Q: 3 clusters Score -852327 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -852711.625000 Penalty: 3081.664795
	Iteration 13Q: 3 clusters Score -852711.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -853033.812500 Penalty: 3081.664795
	Iteration 14Q: 3 clusters Score -853033.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -853217.687500 Penalty: 3081.664795
	Iteration 15Q: 3 clusters Score -853217.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -853302.750000 Penalty: 3081.664795
	Iteration 16Q: 3 clusters Score -853302.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -853372.500000 Penalty: 3081.664795
	Iteration 17Q: 3 clusters Score -853372.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -853436.250000 Penalty: 3081.664795
	Iteration 18Q: 3 clusters Score -853436.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -853482.562500 Penalty: 3081.664795
	Iteration 19Q: 3 clusters Score -853482.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -853520.500000 Penalty: 3081.664795
	Iteration 20F: 3 clusters Score -853520.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -853542.687500 Penalty: 3081.664795
	Iteration 21Q: 3 clusters Score -853542.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -853567.062500 Penalty: 3081.664795
	Iteration 22Q: 3 clusters Score -853567.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -853581.937500 Penalty: 3081.664795
	Iteration 23Q: 3 clusters Score -853581.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -853593.062500 Penalty: 3081.664795
	Iteration 24Q: 3 clusters Score -853593.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -853602.000000 Penalty: 3081.664795
	Iteration 25Q: 3 clusters Score -853602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -853606.062500 Penalty: 3081.664795
	Iteration 26Q: 3 clusters Score -853606.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -853610.500000 Penalty: 3081.664795
	Iteration 27Q: 3 clusters Score -853610.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -853618.062500 Penalty: 3081.664795
	Iteration 28Q: 3 clusters Score -853618.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -853624.437500 Penalty: 3081.664795
	Iteration 29Q: 3 clusters Score -853624.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -853628.625000 Penalty: 3081.664795
	Iteration 30Q: 3 clusters Score -853628.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -853633.625000 Penalty: 3081.664795
	Iteration 31Q: 3 clusters Score -853633.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -853634.687500 Penalty: 3081.664795
	Iteration 32Q: 3 clusters Score -853634.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -853636.312500 Penalty: 3081.664795
	Iteration 33Q: 3 clusters Score -853636.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -853640.625000 Penalty: 3081.664795
	Iteration 34Q: 3 clusters Score -853640.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -853646.312500 Penalty: 3081.664795
	Iteration 35Q: 3 clusters Score -853646.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -853645.812500 Penalty: 3081.664795
	Iteration 36Q: 3 clusters Score -853645.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -853645.812500 Penalty: 3081.664795
	Iteration 37F: 3 clusters Score -853645.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Entering Unmasked Estep 
Score: -3243569.250000 Penalty: 1759.653809
	Iteration 0F: 2 clusters Score -3243569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3209882.750000 Penalty: 3519.307617
	Iteration 0F: 3 clusters Score -3209883 nChanged 23703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3223118.250000 Penalty: 3519.307617
	Iteration 1F: 3 clusters Score -3223118 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3223644.250000 Penalty: 3519.307617
	Iteration 2Q: 3 clusters Score -3223644 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3224252.250000 Penalty: 3519.307617
	Iteration 3Q: 3 clusters Score -3224252 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -3225086.500000 Penalty: 3519.307617
	Iteration 4Q: 3 clusters Score -3225086 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3226192.000000 Penalty: 3519.307617
	Iteration 5Q: 3 clusters Score -3226192 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -3227809.000000 Penalty: 3519.307617
	Iteration 6F: 3 clusters Score -3227809 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3229997.750000 Penalty: 3519.307617
	Iteration 7F: 3 clusters Score -3229998 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3232554.500000 Penalty: 3519.307617
	Iteration 8F: 3 clusters Score -3232554 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -3234909.500000 Penalty: 3519.307617
	Iteration 9F: 3 clusters Score -3234910 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -3236660.500000 Penalty: 3519.307617
	Iteration 10Q: 3 clusters Score -3236660 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -3237871.000000 Penalty: 3519.307617
	Iteration 11Q: 3 clusters Score -3237871 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -3238712.750000 Penalty: 3519.307617
	Iteration 12Q: 3 clusters Score -3238713 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -3239297.000000 Penalty: 3519.307617
	Iteration 13Q: 3 clusters Score -3239297 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -3239844.750000 Penalty: 3519.307617
	Iteration 14Q: 3 clusters Score -3239845 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -3240248.500000 Penalty: 3519.307617
	Iteration 15Q: 3 clusters Score -3240248 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3240608.250000 Penalty: 3519.307617
	Iteration 16Q: 3 clusters Score -3240608 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3240933.250000 Penalty: 3519.307617
	Iteration 17Q: 3 clusters Score -3240933 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3241206.500000 Penalty: 3519.307617
	Iteration 18Q: 3 clusters Score -3241206 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3241408.500000 Penalty: 3519.307617
	Iteration 19Q: 3 clusters Score -3241408 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3241560.250000 Penalty: 3519.307617
	Iteration 20F: 3 clusters Score -3241560 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3241688.500000 Penalty: 3519.307617
	Iteration 21Q: 3 clusters Score -3241688 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3241769.500000 Penalty: 3519.307617
	Iteration 22Q: 3 clusters Score -3241770 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3241840.750000 Penalty: 3519.307617
	Iteration 23Q: 3 clusters Score -3241841 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3241898.250000 Penalty: 3519.307617
	Iteration 24Q: 3 clusters Score -3241898 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3241950.750000 Penalty: 3519.307617
	Iteration 25Q: 3 clusters Score -3241951 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3242004.500000 Penalty: 3519.307617
	Iteration 26Q: 3 clusters Score -3242004 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3242025.250000 Penalty: 3519.307617
	Iteration 27Q: 3 clusters Score -3242025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3242042.750000 Penalty: 3519.307617
	Iteration 28Q: 3 clusters Score -3242043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3242056.250000 Penalty: 3519.307617
	Iteration 29Q: 3 clusters Score -3242056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3242077.750000 Penalty: 3519.307617
	Iteration 30Q: 3 clusters Score -3242078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3242083.000000 Penalty: 3519.307617
	Iteration 31Q: 3 clusters Score -3242083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3242088.250000 Penalty: 3519.307617
	Iteration 32Q: 3 clusters Score -3242088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3242091.750000 Penalty: 3519.307617
	Iteration 33Q: 3 clusters Score -3242092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3242091.000000 Penalty: 3519.307617
	Iteration 34Q: 3 clusters Score -3242091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3242092.250000 Penalty: 3519.307617
	Iteration 35Q: 3 clusters Score -3242092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3242102.750000 Penalty: 3519.307617
	Iteration 36Q: 3 clusters Score -3242103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3242107.750000 Penalty: 3519.307617
	Iteration 37Q: 3 clusters Score -3242108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3242124.000000 Penalty: 3519.307617
	Iteration 38Q: 3 clusters Score -3242124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3242125.000000 Penalty: 3519.307617
	Iteration 39Q: 3 clusters Score -3242125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3242127.750000 Penalty: 3519.307617
	Iteration 40F: 3 clusters Score -3242128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3242133.250000 Penalty: 3519.307617
	Iteration 41Q: 3 clusters Score -3242133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3242139.000000 Penalty: 3519.307617
	Iteration 42Q: 3 clusters Score -3242139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3242147.750000 Penalty: 3519.307617
	Iteration 43Q: 3 clusters Score -3242148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3242144.500000 Penalty: 3519.307617
	Iteration 44Q: 3 clusters Score -3242144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3242147.250000 Penalty: 3519.307617
	Iteration 45Q: 3 clusters Score -3242147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3242150.750000 Penalty: 3519.307617
	Iteration 46Q: 3 clusters Score -3242151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3242151.750000 Penalty: 3519.307617
	Iteration 47Q: 3 clusters Score -3242152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3242149.000000 Penalty: 3519.307617
	Iteration 48Q: 3 clusters Score -3242149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3242149.000000 Penalty: 3519.307617
	Iteration 49F: 3 clusters Score -3242149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -173130.718750 Penalty: 1276.147583
	Iteration 0F: 2 clusters Score -173130.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -170648.437500 Penalty: 2552.295166
	Iteration 0F: 3 clusters Score -170648.4 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -171204.718750 Penalty: 2552.295166
	Iteration 1F: 3 clusters Score -171204.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -171321.750000 Penalty: 2552.295166
	Iteration 2F: 3 clusters Score -171321.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -171396.218750 Penalty: 2552.295166
	Iteration 3F: 3 clusters Score -171396.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -171439.843750 Penalty: 2552.295166
	Iteration 4Q: 3 clusters Score -171439.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -171471.046875 Penalty: 2552.295166
	Iteration 5Q: 3 clusters Score -171471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -171495.671875 Penalty: 2552.295166
	Iteration 6Q: 3 clusters Score -171495.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -171516.156250 Penalty: 2552.295166
	Iteration 7Q: 3 clusters Score -171516.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -171531.109375 Penalty: 2552.295166
	Iteration 8Q: 3 clusters Score -171531.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -171543.062500 Penalty: 2552.295166
	Iteration 9Q: 3 clusters Score -171543.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -171552.453125 Penalty: 2552.295166
	Iteration 10Q: 3 clusters Score -171552.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -171561.796875 Penalty: 2552.295166
	Iteration 11Q: 3 clusters Score -171561.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -171569.343750 Penalty: 2552.295166
	Iteration 12Q: 3 clusters Score -171569.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -171574.343750 Penalty: 2552.295166
	Iteration 13Q: 3 clusters Score -171574.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -171577.937500 Penalty: 2552.295166
	Iteration 14Q: 3 clusters Score -171577.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -171580.671875 Penalty: 2552.295166
	Iteration 15Q: 3 clusters Score -171580.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -171582.968750 Penalty: 2552.295166
	Iteration 16Q: 3 clusters Score -171583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -171585.015625 Penalty: 2552.295166
	Iteration 17Q: 3 clusters Score -171585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -171586.500000 Penalty: 2552.295166
	Iteration 18Q: 3 clusters Score -171586.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -171588.062500 Penalty: 2552.295166
	Iteration 19Q: 3 clusters Score -171588.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -171589.953125 Penalty: 2552.295166
	Iteration 20F: 3 clusters Score -171590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -171592.109375 Penalty: 2552.295166
	Iteration 21Q: 3 clusters Score -171592.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -171595.062500 Penalty: 2552.295166
	Iteration 22Q: 3 clusters Score -171595.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -171597.031250 Penalty: 2552.295166
	Iteration 23Q: 3 clusters Score -171597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -171598.250000 Penalty: 2552.295166
	Iteration 24Q: 3 clusters Score -171598.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -171598.078125 Penalty: 2552.295166
	Iteration 25Q: 3 clusters Score -171598.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -171598.078125 Penalty: 2552.295166
	Iteration 26F: 3 clusters Score -171598.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -116678.195312 Penalty: 1221.154907
	Iteration 0F: 2 clusters Score -116678.2 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 909 members 
Entering Unmasked Estep 
Score: -114648.914062 Penalty: 2442.309814
	Iteration 0F: 3 clusters Score -114648.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -115072.570312 Penalty: 2442.309814
	Iteration 1F: 3 clusters Score -115072.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -115176.796875 Penalty: 2442.309814
	Iteration 2F: 3 clusters Score -115176.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -115248.750000 Penalty: 2442.309814
	Iteration 3F: 3 clusters Score -115248.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -115295.671875 Penalty: 2442.309814
	Iteration 4Q: 3 clusters Score -115295.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -115326.742188 Penalty: 2442.309814
	Iteration 5Q: 3 clusters Score -115326.7 nChanged 43
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: -115350.351562 Penalty: 2442.309814
	Iteration 6Q: 3 clusters Score -115350.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -115366.523438 Penalty: 2442.309814
	Iteration 7Q: 3 clusters Score -115366.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -115381.015625 Penalty: 2442.309814
	Iteration 8Q: 3 clusters Score -115381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -115394.343750 Penalty: 2442.309814
	Iteration 9Q: 3 clusters Score -115394.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -115406.335938 Penalty: 2442.309814
	Iteration 10Q: 3 clusters Score -115406.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -115415.703125 Penalty: 2442.309814
	Iteration 11Q: 3 clusters Score -115415.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -115422.351562 Penalty: 2442.309814
	Iteration 12Q: 3 clusters Score -115422.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -115430.031250 Penalty: 2442.309814
	Iteration 13Q: 3 clusters Score -115430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -115434.882812 Penalty: 2442.309814
	Iteration 14Q: 3 clusters Score -115434.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -115445.398438 Penalty: 2442.309814
	Iteration 15Q: 3 clusters Score -115445.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -115453.546875 Penalty: 2442.309814
	Iteration 16Q: 3 clusters Score -115453.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -115459.101562 Penalty: 2442.309814
	Iteration 17Q: 3 clusters Score -115459.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -115461.906250 Penalty: 2442.309814
	Iteration 18Q: 3 clusters Score -115461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -115463.656250 Penalty: 2442.309814
	Iteration 19Q: 3 clusters Score -115463.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -115467.476562 Penalty: 2442.309814
	Iteration 20F: 3 clusters Score -115467.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -115471.781250 Penalty: 2442.309814
	Iteration 21Q: 3 clusters Score -115471.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -115475.742188 Penalty: 2442.309814
	Iteration 22Q: 3 clusters Score -115475.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -115479.734375 Penalty: 2442.309814
	Iteration 23Q: 3 clusters Score -115479.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -115485.578125 Penalty: 2442.309814
	Iteration 24Q: 3 clusters Score -115485.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -115488.640625 Penalty: 2442.309814
	Iteration 25Q: 3 clusters Score -115488.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -115491.375000 Penalty: 2442.309814
	Iteration 26Q: 3 clusters Score -115491.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -115493.460938 Penalty: 2442.309814
	Iteration 27Q: 3 clusters Score -115493.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -115494.484375 Penalty: 2442.309814
	Iteration 28Q: 3 clusters Score -115494.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -115496.296875 Penalty: 2442.309814
	Iteration 29Q: 3 clusters Score -115496.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -115496.742188 Penalty: 2442.309814
	Iteration 30Q: 3 clusters Score -115496.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -115496.742188 Penalty: 2442.309814
	Iteration 31F: 3 clusters Score -115496.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Entering Unmasked Estep 
Score: -516793.937500 Penalty: 1463.856323
	Iteration 0F: 2 clusters Score -516793.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -510895.406250 Penalty: 2927.712646
	Iteration 0F: 3 clusters Score -510895.4 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -513231.437500 Penalty: 2927.712646
	Iteration 1F: 3 clusters Score -513231.4 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -513992.343750 Penalty: 2927.712646
	Iteration 2F: 3 clusters Score -513992.3 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -514705.437500 Penalty: 2927.712646
	Iteration 3F: 3 clusters Score -514705.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -515269.218750 Penalty: 2927.712646
	Iteration 4F: 3 clusters Score -515269.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -515631.906250 Penalty: 2927.712646
	Iteration 5F: 3 clusters Score -515631.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -515881.375000 Penalty: 2927.712646
	Iteration 6Q: 3 clusters Score -515881.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -516072.062500 Penalty: 2927.712646
	Iteration 7Q: 3 clusters Score -516072.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -516217.062500 Penalty: 2927.712646
	Iteration 8Q: 3 clusters Score -516217.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -516302.062500 Penalty: 2927.712646
	Iteration 9Q: 3 clusters Score -516302.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -516372.968750 Penalty: 2927.712646
	Iteration 10Q: 3 clusters Score -516373 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -516468.500000 Penalty: 2927.712646
	Iteration 11Q: 3 clusters Score -516468.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -516543.968750 Penalty: 2927.712646
	Iteration 12Q: 3 clusters Score -516544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -516591.000000 Penalty: 2927.712646
	Iteration 13Q: 3 clusters Score -516591 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -516614.562500 Penalty: 2927.712646
	Iteration 14Q: 3 clusters Score -516614.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -516627.218750 Penalty: 2927.712646
	Iteration 15Q: 3 clusters Score -516627.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -516632.656250 Penalty: 2927.712646
	Iteration 16Q: 3 clusters Score -516632.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -516634.156250 Penalty: 2927.712646
	Iteration 17Q: 3 clusters Score -516634.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -516636.562500 Penalty: 2927.712646
	Iteration 18Q: 3 clusters Score -516636.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -516637.125000 Penalty: 2927.712646
	Iteration 19Q: 3 clusters Score -516637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -516637.156250 Penalty: 2927.712646
	Iteration 20F: 3 clusters Score -516637.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -516637.625000 Penalty: 2927.712646
	Iteration 21Q: 3 clusters Score -516637.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -516637.437500 Penalty: 2927.712646
	Iteration 22Q: 3 clusters Score -516637.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -516637.500000 Penalty: 2927.712646
	Iteration 23Q: 3 clusters Score -516637.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -516637.906250 Penalty: 2927.712646
	Iteration 24Q: 3 clusters Score -516637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -516637.906250 Penalty: 2927.712646
	Iteration 25F: 3 clusters Score -516637.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (131814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131814 members 
Entering Unmasked Estep 
Score: -8441405.000000 Penalty: 1915.736450
	Iteration 0F: 2 clusters Score -8441405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65613 members 
Mstep: Class 2 contains 66201 members 
Entering Unmasked Estep 
Score: -8352847.000000 Penalty: 3831.472900
	Iteration 0F: 3 clusters Score -8352847 nChanged 63625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 71232 members 
Entering Unmasked Estep 
Score: -8390640.000000 Penalty: 3831.472900
	Iteration 1F: 3 clusters Score -8390640 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 74466 members 
Entering Unmasked Estep 
Score: -8392091.000000 Penalty: 3831.472900
	Iteration 2Q: 3 clusters Score -8392091 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 79321 members 
Entering Unmasked Estep 
Score: -8394348.000000 Penalty: 3831.472900
	Iteration 3Q: 3 clusters Score -8394348 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 86436 members 
Entering Unmasked Estep 
Score: -8398458.000000 Penalty: 3831.472900
	Iteration 4F: 3 clusters Score -8398458 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 96283 members 
Entering Unmasked Estep 
Score: -8405661.000000 Penalty: 3831.472900
	Iteration 5F: 3 clusters Score -8405661 nChanged 11963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 108226 members 
Entering Unmasked Estep 
Score: -8416460.000000 Penalty: 3831.472900
	Iteration 6F: 3 clusters Score -8416460 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 119685 members 
Entering Unmasked Estep 
Score: -8428036.000000 Penalty: 3831.472900
	Iteration 7F: 3 clusters Score -8428036 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 127139 members 
Entering Unmasked Estep 
Score: -8435548.000000 Penalty: 3831.472900
	Iteration 8F: 3 clusters Score -8435548 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 130277 members 
Entering Unmasked Estep 
Score: -8438540.000000 Penalty: 3831.472900
	Iteration 9Q: 3 clusters Score -8438540 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 131185 members 
Entering Unmasked Estep 
Score: -8439318.000000 Penalty: 3831.472900
	Iteration 10Q: 3 clusters Score -8439318 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 131465 members 
Entering Unmasked Estep 
Score: -8439597.000000 Penalty: 3831.472900
	Iteration 11Q: 3 clusters Score -8439597 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 131551 members 
Entering Unmasked Estep 
Score: -8439702.000000 Penalty: 3831.472900
	Iteration 12Q: 3 clusters Score -8439702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 131573 members 
Entering Unmasked Estep 
Score: -8439739.000000 Penalty: 3831.472900
	Iteration 13Q: 3 clusters Score -8439739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 131577 members 
Entering Unmasked Estep 
Score: -8439756.000000 Penalty: 3831.472900
	Iteration 14Q: 3 clusters Score -8439756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 131581 members 
Entering Unmasked Estep 
Score: -8439771.000000 Penalty: 3831.472900
	Iteration 15Q: 3 clusters Score -8439771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 131584 members 
Entering Unmasked Estep 
Score: -8439783.000000 Penalty: 3831.472900
	Iteration 16Q: 3 clusters Score -8439783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 131588 members 
Entering Unmasked Estep 
Score: -8439781.000000 Penalty: 3831.472900
	Iteration 17Q: 3 clusters Score -8439781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 131588 members 
Entering Unmasked Estep 
Score: -8439778.000000 Penalty: 3831.472900
	Iteration 18Q: 3 clusters Score -8439778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 131586 members 
Entering Unmasked Estep 
Score: -8439776.000000 Penalty: 3831.472900
	Iteration 19Q: 3 clusters Score -8439776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 131585 members 
Entering Unmasked Estep 
Score: -8439779.000000 Penalty: 3831.472900
	Iteration 20F: 3 clusters Score -8439779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 131586 members 
Entering Unmasked Estep 
Score: -8439779.000000 Penalty: 3831.472900
	Iteration 21Q: 3 clusters Score -8439779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 131587 members 
Entering Unmasked Estep 
Score: -8439785.000000 Penalty: 3831.472900
	Iteration 22Q: 3 clusters Score -8439785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 131589 members 
Entering Unmasked Estep 
Score: -8439789.000000 Penalty: 3831.472900
	Iteration 23Q: 3 clusters Score -8439789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 131590 members 
Entering Unmasked Estep 
Score: -8439798.000000 Penalty: 3831.472900
	Iteration 24Q: 3 clusters Score -8439798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 131590 members 
Entering Unmasked Estep 
Score: -8439797.000000 Penalty: 3831.472900
	Iteration 25Q: 3 clusters Score -8439797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 131592 members 
Entering Unmasked Estep 
Score: -8439799.000000 Penalty: 3831.472900
	Iteration 26Q: 3 clusters Score -8439799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 131592 members 
Entering Unmasked Estep 
Score: -8439801.000000 Penalty: 3831.472900
	Iteration 27Q: 3 clusters Score -8439801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 131594 members 
Entering Unmasked Estep 
Score: -8439802.000000 Penalty: 3831.472900
	Iteration 28Q: 3 clusters Score -8439802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 131596 members 
Entering Unmasked Estep 
Score: -8439806.000000 Penalty: 3831.472900
	Iteration 29Q: 3 clusters Score -8439806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 131598 members 
Entering Unmasked Estep 
Score: -8439811.000000 Penalty: 3831.472900
	Iteration 30Q: 3 clusters Score -8439811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 131601 members 
Entering Unmasked Estep 
Score: -8439818.000000 Penalty: 3831.472900
	Iteration 31Q: 3 clusters Score -8439818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 131602 members 
Entering Unmasked Estep 
Score: -8439822.000000 Penalty: 3831.472900
	Iteration 32Q: 3 clusters Score -8439822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 131602 members 
Entering Unmasked Estep 
Score: -8439826.000000 Penalty: 3831.472900
	Iteration 33Q: 3 clusters Score -8439826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 131603 members 
Entering Unmasked Estep 
Score: -8439832.000000 Penalty: 3831.472900
	Iteration 34Q: 3 clusters Score -8439832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 131601 members 
Entering Unmasked Estep 
Score: -8439831.000000 Penalty: 3831.472900
	Iteration 35Q: 3 clusters Score -8439831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 131601 members 
Entering Unmasked Estep 
Score: -8439839.000000 Penalty: 3831.472900
	Iteration 36Q: 3 clusters Score -8439839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 131602 members 
Entering Unmasked Estep 
Score: -8439839.000000 Penalty: 3831.472900
	Iteration 37Q: 3 clusters Score -8439839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 131602 members 
Entering Unmasked Estep 
Score: -8439839.000000 Penalty: 3831.472900
	Iteration 38F: 3 clusters Score -8439839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Entering Unmasked Estep 
Score: -202516.468750 Penalty: 1308.911499
	Iteration 0F: 2 clusters Score -202516.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -199707.796875 Penalty: 2617.822998
	Iteration 0F: 3 clusters Score -199707.8 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -200444.140625 Penalty: 2617.822998
	Iteration 1F: 3 clusters Score -200444.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -200561.093750 Penalty: 2617.822998
	Iteration 2F: 3 clusters Score -200561.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -200623.953125 Penalty: 2617.822998
	Iteration 3Q: 3 clusters Score -200624 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -200662.656250 Penalty: 2617.822998
	Iteration 4Q: 3 clusters Score -200662.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -200689.156250 Penalty: 2617.822998
	Iteration 5Q: 3 clusters Score -200689.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -200705.109375 Penalty: 2617.822998
	Iteration 6Q: 3 clusters Score -200705.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -200722.578125 Penalty: 2617.822998
	Iteration 7Q: 3 clusters Score -200722.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -200736.359375 Penalty: 2617.822998
	Iteration 8Q: 3 clusters Score -200736.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -200747.375000 Penalty: 2617.822998
	Iteration 9Q: 3 clusters Score -200747.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -200757.093750 Penalty: 2617.822998
	Iteration 10Q: 3 clusters Score -200757.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -200762.265625 Penalty: 2617.822998
	Iteration 11Q: 3 clusters Score -200762.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -200769.640625 Penalty: 2617.822998
	Iteration 12Q: 3 clusters Score -200769.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -200772.953125 Penalty: 2617.822998
	Iteration 13Q: 3 clusters Score -200773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -200774.781250 Penalty: 2617.822998
	Iteration 14Q: 3 clusters Score -200774.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -200776.000000 Penalty: 2617.822998
	Iteration 15Q: 3 clusters Score -200776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -200777.375000 Penalty: 2617.822998
	Iteration 16Q: 3 clusters Score -200777.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -200777.937500 Penalty: 2617.822998
	Iteration 17Q: 3 clusters Score -200777.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -200778.781250 Penalty: 2617.822998
	Iteration 18Q: 3 clusters Score -200778.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -200780.375000 Penalty: 2617.822998
	Iteration 19Q: 3 clusters Score -200780.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -200781.453125 Penalty: 2617.822998
	Iteration 20F: 3 clusters Score -200781.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -200783.187500 Penalty: 2617.822998
	Iteration 21Q: 3 clusters Score -200783.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -200784.953125 Penalty: 2617.822998
	Iteration 22Q: 3 clusters Score -200785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -200786.000000 Penalty: 2617.822998
	Iteration 23Q: 3 clusters Score -200786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -200786.609375 Penalty: 2617.822998
	Iteration 24Q: 3 clusters Score -200786.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -200787.484375 Penalty: 2617.822998
	Iteration 25Q: 3 clusters Score -200787.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -200788.093750 Penalty: 2617.822998
	Iteration 26Q: 3 clusters Score -200788.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -200789.156250 Penalty: 2617.822998
	Iteration 27Q: 3 clusters Score -200789.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -200790.187500 Penalty: 2617.822998
	Iteration 28Q: 3 clusters Score -200790.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -200791.593750 Penalty: 2617.822998
	Iteration 29Q: 3 clusters Score -200791.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -200792.046875 Penalty: 2617.822998
	Iteration 30Q: 3 clusters Score -200792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -200792.921875 Penalty: 2617.822998
	Iteration 31Q: 3 clusters Score -200792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -200793.250000 Penalty: 2617.822998
	Iteration 32Q: 3 clusters Score -200793.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -200793.484375 Penalty: 2617.822998
	Iteration 33Q: 3 clusters Score -200793.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -200794.234375 Penalty: 2617.822998
	Iteration 34Q: 3 clusters Score -200794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -200794.546875 Penalty: 2617.822998
	Iteration 35Q: 3 clusters Score -200794.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -200794.546875 Penalty: 2617.822998
	Iteration 36F: 3 clusters Score -200794.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Entering Unmasked Estep 
Score: -202782.578125 Penalty: 1330.526611
	Iteration 0F: 2 clusters Score -202782.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -199754.421875 Penalty: 2661.053223
	Iteration 0F: 3 clusters Score -199754.4 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -200607.343750 Penalty: 2661.053223
	Iteration 1F: 3 clusters Score -200607.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -200797.640625 Penalty: 2661.053223
	Iteration 2F: 3 clusters Score -200797.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -200929.062500 Penalty: 2661.053223
	Iteration 3F: 3 clusters Score -200929.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -201025.015625 Penalty: 2661.053223
	Iteration 4Q: 3 clusters Score -201025 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -201118.531250 Penalty: 2661.053223
	Iteration 5Q: 3 clusters Score -201118.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -201202.953125 Penalty: 2661.053223
	Iteration 6Q: 3 clusters Score -201203 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -201310.156250 Penalty: 2661.053223
	Iteration 7Q: 3 clusters Score -201310.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -201412.609375 Penalty: 2661.053223
	Iteration 8Q: 3 clusters Score -201412.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -201513.546875 Penalty: 2661.053223
	Iteration 9Q: 3 clusters Score -201513.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -201637.140625 Penalty: 2661.053223
	Iteration 10Q: 3 clusters Score -201637.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -201755.468750 Penalty: 2661.053223
	Iteration 11Q: 3 clusters Score -201755.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -201848.187500 Penalty: 2661.053223
	Iteration 12Q: 3 clusters Score -201848.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -201926.765625 Penalty: 2661.053223
	Iteration 13Q: 3 clusters Score -201926.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -201982.546875 Penalty: 2661.053223
	Iteration 14Q: 3 clusters Score -201982.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -202042.906250 Penalty: 2661.053223
	Iteration 15Q: 3 clusters Score -202042.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -202086.562500 Penalty: 2661.053223
	Iteration 16Q: 3 clusters Score -202086.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -202117.234375 Penalty: 2661.053223
	Iteration 17Q: 3 clusters Score -202117.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -202152.046875 Penalty: 2661.053223
	Iteration 18Q: 3 clusters Score -202152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -202183.453125 Penalty: 2661.053223
	Iteration 19Q: 3 clusters Score -202183.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -202208.484375 Penalty: 2661.053223
	Iteration 20F: 3 clusters Score -202208.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -202242.609375 Penalty: 2661.053223
	Iteration 21Q: 3 clusters Score -202242.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -202291.578125 Penalty: 2661.053223
	Iteration 22Q: 3 clusters Score -202291.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -202312.421875 Penalty: 2661.053223
	Iteration 23Q: 3 clusters Score -202312.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -202332.859375 Penalty: 2661.053223
	Iteration 24Q: 3 clusters Score -202332.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -202343.171875 Penalty: 2661.053223
	Iteration 25Q: 3 clusters Score -202343.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -202355.625000 Penalty: 2661.053223
	Iteration 26Q: 3 clusters Score -202355.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -202365.500000 Penalty: 2661.053223
	Iteration 27Q: 3 clusters Score -202365.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -202371.390625 Penalty: 2661.053223
	Iteration 28Q: 3 clusters Score -202371.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -202376.265625 Penalty: 2661.053223
	Iteration 29Q: 3 clusters Score -202376.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -202381.515625 Penalty: 2661.053223
	Iteration 30Q: 3 clusters Score -202381.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -202384.562500 Penalty: 2661.053223
	Iteration 31Q: 3 clusters Score -202384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -202386.453125 Penalty: 2661.053223
	Iteration 32Q: 3 clusters Score -202386.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -202388.515625 Penalty: 2661.053223
	Iteration 33Q: 3 clusters Score -202388.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -202390.671875 Penalty: 2661.053223
	Iteration 34Q: 3 clusters Score -202390.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -202391.234375 Penalty: 2661.053223
	Iteration 35Q: 3 clusters Score -202391.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -202391.875000 Penalty: 2661.053223
	Iteration 36Q: 3 clusters Score -202391.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -202393.296875 Penalty: 2661.053223
	Iteration 37Q: 3 clusters Score -202393.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -202395.218750 Penalty: 2661.053223
	Iteration 38Q: 3 clusters Score -202395.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -202395.218750 Penalty: 2661.053223
	Iteration 39F: 3 clusters Score -202395.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Entering Unmasked Estep 
Score: -956712.250000 Penalty: 1559.583618
	Iteration 0F: 2 clusters Score -956712.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -946511.875000 Penalty: 3119.167236
	Iteration 0F: 3 clusters Score -946511.9 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -950109.312500 Penalty: 3119.167236
	Iteration 1F: 3 clusters Score -950109.3 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -950441.062500 Penalty: 3119.167236
	Iteration 2F: 3 clusters Score -950441.1 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -950809.062500 Penalty: 3119.167236
	Iteration 3Q: 3 clusters Score -950809.1 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -951312.125000 Penalty: 3119.167236
	Iteration 4F: 3 clusters Score -951312.1 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -951952.187500 Penalty: 3119.167236
	Iteration 5F: 3 clusters Score -951952.2 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -952689.750000 Penalty: 3119.167236
	Iteration 6F: 3 clusters Score -952689.8 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -953478.312500 Penalty: 3119.167236
	Iteration 7F: 3 clusters Score -953478.3 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -954167.750000 Penalty: 3119.167236
	Iteration 8F: 3 clusters Score -954167.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -954680.500000 Penalty: 3119.167236
	Iteration 9Q: 3 clusters Score -954680.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -954989.687500 Penalty: 3119.167236
	Iteration 10Q: 3 clusters Score -954989.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -955140.937500 Penalty: 3119.167236
	Iteration 11Q: 3 clusters Score -955140.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -955216.750000 Penalty: 3119.167236
	Iteration 12Q: 3 clusters Score -955216.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -955270.062500 Penalty: 3119.167236
	Iteration 13Q: 3 clusters Score -955270.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -955307.375000 Penalty: 3119.167236
	Iteration 14Q: 3 clusters Score -955307.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -955339.875000 Penalty: 3119.167236
	Iteration 15Q: 3 clusters Score -955339.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -955365.062500 Penalty: 3119.167236
	Iteration 16Q: 3 clusters Score -955365.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -955390.937500 Penalty: 3119.167236
	Iteration 17Q: 3 clusters Score -955390.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -955415.562500 Penalty: 3119.167236
	Iteration 18Q: 3 clusters Score -955415.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -955439.312500 Penalty: 3119.167236
	Iteration 19Q: 3 clusters Score -955439.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -955453.500000 Penalty: 3119.167236
	Iteration 20F: 3 clusters Score -955453.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -955474.562500 Penalty: 3119.167236
	Iteration 21Q: 3 clusters Score -955474.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -955487.250000 Penalty: 3119.167236
	Iteration 22Q: 3 clusters Score -955487.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -955496.250000 Penalty: 3119.167236
	Iteration 23Q: 3 clusters Score -955496.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -955505.625000 Penalty: 3119.167236
	Iteration 24Q: 3 clusters Score -955505.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -955511.750000 Penalty: 3119.167236
	Iteration 25Q: 3 clusters Score -955511.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -955522.312500 Penalty: 3119.167236
	Iteration 26Q: 3 clusters Score -955522.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -955531.187500 Penalty: 3119.167236
	Iteration 27Q: 3 clusters Score -955531.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -955537.500000 Penalty: 3119.167236
	Iteration 28Q: 3 clusters Score -955537.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -955547.125000 Penalty: 3119.167236
	Iteration 29Q: 3 clusters Score -955547.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -955556.750000 Penalty: 3119.167236
	Iteration 30Q: 3 clusters Score -955556.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -955560.812500 Penalty: 3119.167236
	Iteration 31Q: 3 clusters Score -955560.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -955568.937500 Penalty: 3119.167236
	Iteration 32Q: 3 clusters Score -955568.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -955573.625000 Penalty: 3119.167236
	Iteration 33Q: 3 clusters Score -955573.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -955580.250000 Penalty: 3119.167236
	Iteration 34Q: 3 clusters Score -955580.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -955587.000000 Penalty: 3119.167236
	Iteration 35Q: 3 clusters Score -955587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -955592.625000 Penalty: 3119.167236
	Iteration 36Q: 3 clusters Score -955592.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -955594.437500 Penalty: 3119.167236
	Iteration 37Q: 3 clusters Score -955594.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -955594.437500 Penalty: 3119.167236
	Iteration 38Q: 3 clusters Score -955594.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -955594.250000 Penalty: 3119.167236
	Iteration 39Q: 3 clusters Score -955594.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -955595.062500 Penalty: 3119.167236
	Iteration 40F: 3 clusters Score -955595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -955596.687500 Penalty: 3119.167236
	Iteration 41Q: 3 clusters Score -955596.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -955596.687500 Penalty: 3119.167236
	Iteration 42F: 3 clusters Score -955596.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -59896.242188 Penalty: 1119.723999
	Iteration 0F: 2 clusters Score -59896.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -58440.273438 Penalty: 2239.447998
	Iteration 0F: 3 clusters Score -58440.27 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -58676.894531 Penalty: 2239.447998
	Iteration 1F: 3 clusters Score -58676.89 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -58746.843750 Penalty: 2239.447998
	Iteration 2F: 3 clusters Score -58746.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -58787.984375 Penalty: 2239.447998
	Iteration 3Q: 3 clusters Score -58787.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -58843.011719 Penalty: 2239.447998
	Iteration 4Q: 3 clusters Score -58843.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -58871.550781 Penalty: 2239.447998
	Iteration 5Q: 3 clusters Score -58871.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -58887.992188 Penalty: 2239.447998
	Iteration 6Q: 3 clusters Score -58887.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -58900.718750 Penalty: 2239.447998
	Iteration 7Q: 3 clusters Score -58900.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -58915.097656 Penalty: 2239.447998
	Iteration 8Q: 3 clusters Score -58915.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -58922.976562 Penalty: 2239.447998
	Iteration 9Q: 3 clusters Score -58922.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -58929.230469 Penalty: 2239.447998
	Iteration 10Q: 3 clusters Score -58929.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -58933.488281 Penalty: 2239.447998
	Iteration 11Q: 3 clusters Score -58933.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -58936.828125 Penalty: 2239.447998
	Iteration 12Q: 3 clusters Score -58936.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -58938.312500 Penalty: 2239.447998
	Iteration 13Q: 3 clusters Score -58938.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -58939.476562 Penalty: 2239.447998
	Iteration 14Q: 3 clusters Score -58939.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -58940.214844 Penalty: 2239.447998
	Iteration 15Q: 3 clusters Score -58940.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -58941.593750 Penalty: 2239.447998
	Iteration 16Q: 3 clusters Score -58941.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -58941.593750 Penalty: 2239.447998
	Iteration 17F: 3 clusters Score -58941.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (354907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354907 members 
Entering Unmasked Estep 
Score: -22024118.000000 Penalty: 2076.686768
	Iteration 0F: 2 clusters Score -2.202412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177625 members 
Mstep: Class 2 contains 177282 members 
Entering Unmasked Estep 
Score: -21784280.000000 Penalty: 4153.373535
	Iteration 0F: 3 clusters Score -2.178428e+07 nChanged 173607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186242 members 
Mstep: Class 2 contains 168665 members 
Entering Unmasked Estep 
Score: -21889450.000000 Penalty: 4153.373535
	Iteration 1F: 3 clusters Score -2.188945e+07 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190611 members 
Mstep: Class 2 contains 164296 members 
Entering Unmasked Estep 
Score: -21892100.000000 Penalty: 4153.373535
	Iteration 2Q: 3 clusters Score -2.18921e+07 nChanged 11666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197479 members 
Mstep: Class 2 contains 157428 members 
Entering Unmasked Estep 
Score: -21895576.000000 Penalty: 4153.373535
	Iteration 3Q: 3 clusters Score -2.189558e+07 nChanged 14440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207877 members 
Mstep: Class 2 contains 147030 members 
Entering Unmasked Estep 
Score: -21901594.000000 Penalty: 4153.373535
	Iteration 4Q: 3 clusters Score -2.190159e+07 nChanged 18039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222670 members 
Mstep: Class 2 contains 132237 members 
Entering Unmasked Estep 
Score: -21911804.000000 Penalty: 4153.373535
	Iteration 5F: 3 clusters Score -2.19118e+07 nChanged 22089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242009 members 
Mstep: Class 2 contains 112898 members 
Entering Unmasked Estep 
Score: -21927930.000000 Penalty: 4153.373535
	Iteration 6F: 3 clusters Score -2.192793e+07 nChanged 23725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262972 members 
Mstep: Class 2 contains 91935 members 
Entering Unmasked Estep 
Score: -21948996.000000 Penalty: 4153.373535
	Iteration 7F: 3 clusters Score -2.1949e+07 nChanged 21265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280949 members 
Mstep: Class 2 contains 73958 members 
Entering Unmasked Estep 
Score: -21968234.000000 Penalty: 4153.373535
	Iteration 8F: 3 clusters Score -2.196823e+07 nChanged 16321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293904 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -21980888.000000 Penalty: 4153.373535
	Iteration 9Q: 3 clusters Score -2.198089e+07 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303625 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -21987950.000000 Penalty: 4153.373535
	Iteration 10Q: 3 clusters Score -2.198795e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312162 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -21993090.000000 Penalty: 4153.373535
	Iteration 11Q: 3 clusters Score -2.199309e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320053 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -21997974.000000 Penalty: 4153.373535
	Iteration 12Q: 3 clusters Score -2.199797e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327402 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -22002606.000000 Penalty: 4153.373535
	Iteration 13Q: 3 clusters Score -2.200261e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333930 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -22006958.000000 Penalty: 4153.373535
	Iteration 14Q: 3 clusters Score -2.200696e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339635 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -22011040.000000 Penalty: 4153.373535
	Iteration 15Q: 3 clusters Score -2.201104e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344381 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -22014652.000000 Penalty: 4153.373535
	Iteration 16Q: 3 clusters Score -2.201465e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348088 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -22017598.000000 Penalty: 4153.373535
	Iteration 17Q: 3 clusters Score -2.20176e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350619 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -22019506.000000 Penalty: 4153.373535
	Iteration 18Q: 3 clusters Score -2.201951e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352246 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -22020746.000000 Penalty: 4153.373535
	Iteration 19Q: 3 clusters Score -2.202075e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353252 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -22021480.000000 Penalty: 4153.373535
	Iteration 20F: 3 clusters Score -2.202148e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353762 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -22021748.000000 Penalty: 4153.373535
	Iteration 21Q: 3 clusters Score -2.202175e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354028 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -22021956.000000 Penalty: 4153.373535
	Iteration 22Q: 3 clusters Score -2.202196e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354189 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -22022118.000000 Penalty: 4153.373535
	Iteration 23Q: 3 clusters Score -2.202212e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354280 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -22022144.000000 Penalty: 4153.373535
	Iteration 24Q: 3 clusters Score -2.202214e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354342 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -22022226.000000 Penalty: 4153.373535
	Iteration 25Q: 3 clusters Score -2.202223e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354380 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -22022278.000000 Penalty: 4153.373535
	Iteration 26Q: 3 clusters Score -2.202228e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354403 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -22022298.000000 Penalty: 4153.373535
	Iteration 27Q: 3 clusters Score -2.20223e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354414 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -22022304.000000 Penalty: 4153.373535
	Iteration 28Q: 3 clusters Score -2.20223e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354423 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -22022310.000000 Penalty: 4153.373535
	Iteration 29Q: 3 clusters Score -2.202231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354431 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -22022312.000000 Penalty: 4153.373535
	Iteration 30Q: 3 clusters Score -2.202231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354437 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -22022294.000000 Penalty: 4153.373535
	Iteration 31Q: 3 clusters Score -2.202229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354444 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -22022312.000000 Penalty: 4153.373535
	Iteration 32Q: 3 clusters Score -2.202231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354447 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -22022308.000000 Penalty: 4153.373535
	Iteration 33Q: 3 clusters Score -2.202231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354452 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -22022302.000000 Penalty: 4153.373535
	Iteration 34Q: 3 clusters Score -2.20223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354455 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -22022294.000000 Penalty: 4153.373535
	Iteration 35Q: 3 clusters Score -2.202229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354457 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -22022294.000000 Penalty: 4153.373535
	Iteration 36Q: 3 clusters Score -2.202229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354457 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -22022306.000000 Penalty: 4153.373535
	Iteration 37Q: 3 clusters Score -2.202231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354459 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -22022322.000000 Penalty: 4153.373535
	Iteration 38Q: 3 clusters Score -2.202232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354462 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -22022340.000000 Penalty: 4153.373535
	Iteration 39Q: 3 clusters Score -2.202234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354464 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -22022336.000000 Penalty: 4153.373535
	Iteration 40F: 3 clusters Score -2.202234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354464 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -22022346.000000 Penalty: 4153.373535
	Iteration 41Q: 3 clusters Score -2.202235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354464 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -22022340.000000 Penalty: 4153.373535
	Iteration 42Q: 3 clusters Score -2.202234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354465 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -22022344.000000 Penalty: 4153.373535
	Iteration 43Q: 3 clusters Score -2.202234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354466 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -22022346.000000 Penalty: 4153.373535
	Iteration 44Q: 3 clusters Score -2.202235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354466 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -22022346.000000 Penalty: 4153.373535
	Iteration 45F: 3 clusters Score -2.202235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Entering Unmasked Estep 
Score: -1659316.125000 Penalty: 1651.769531
	Iteration 0F: 2 clusters Score -1659316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1641792.375000 Penalty: 3303.539062
	Iteration 0F: 3 clusters Score -1641792 nChanged 11844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1648147.500000 Penalty: 3303.539062
	Iteration 1F: 3 clusters Score -1648148 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1648463.625000 Penalty: 3303.539062
	Iteration 2Q: 3 clusters Score -1648464 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1648778.125000 Penalty: 3303.539062
	Iteration 3Q: 3 clusters Score -1648778 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1649131.750000 Penalty: 3303.539062
	Iteration 4Q: 3 clusters Score -1649132 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1649672.875000 Penalty: 3303.539062
	Iteration 5Q: 3 clusters Score -1649673 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1650486.625000 Penalty: 3303.539062
	Iteration 6F: 3 clusters Score -1650487 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -1651749.500000 Penalty: 3303.539062
	Iteration 7F: 3 clusters Score -1651750 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -1653528.000000 Penalty: 3303.539062
	Iteration 8F: 3 clusters Score -1653528 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -1655390.125000 Penalty: 3303.539062
	Iteration 9F: 3 clusters Score -1655390 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -1656741.500000 Penalty: 3303.539062
	Iteration 10F: 3 clusters Score -1656742 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -1657520.500000 Penalty: 3303.539062
	Iteration 11Q: 3 clusters Score -1657520 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -1657874.000000 Penalty: 3303.539062
	Iteration 12Q: 3 clusters Score -1657874 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -1658029.000000 Penalty: 3303.539062
	Iteration 13Q: 3 clusters Score -1658029 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -1658096.375000 Penalty: 3303.539062
	Iteration 14Q: 3 clusters Score -1658096 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -1658124.625000 Penalty: 3303.539062
	Iteration 15Q: 3 clusters Score -1658125 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -1658149.500000 Penalty: 3303.539062
	Iteration 16Q: 3 clusters Score -1658150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -1658160.250000 Penalty: 3303.539062
	Iteration 17Q: 3 clusters Score -1658160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -1658165.875000 Penalty: 3303.539062
	Iteration 18Q: 3 clusters Score -1658166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -1658173.625000 Penalty: 3303.539062
	Iteration 19Q: 3 clusters Score -1658174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -1658182.125000 Penalty: 3303.539062
	Iteration 20F: 3 clusters Score -1658182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -1658187.750000 Penalty: 3303.539062
	Iteration 21Q: 3 clusters Score -1658188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -1658190.250000 Penalty: 3303.539062
	Iteration 22Q: 3 clusters Score -1658190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -1658191.875000 Penalty: 3303.539062
	Iteration 23Q: 3 clusters Score -1658192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -1658197.500000 Penalty: 3303.539062
	Iteration 24Q: 3 clusters Score -1658198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -1658204.375000 Penalty: 3303.539062
	Iteration 25Q: 3 clusters Score -1658204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -1658207.750000 Penalty: 3303.539062
	Iteration 26Q: 3 clusters Score -1658208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -1658214.375000 Penalty: 3303.539062
	Iteration 27Q: 3 clusters Score -1658214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -1658217.500000 Penalty: 3303.539062
	Iteration 28Q: 3 clusters Score -1658218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -1658221.125000 Penalty: 3303.539062
	Iteration 29Q: 3 clusters Score -1658221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -1658221.625000 Penalty: 3303.539062
	Iteration 30Q: 3 clusters Score -1658222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -1658221.625000 Penalty: 3303.539062
	Iteration 31F: 3 clusters Score -1658222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Entering Unmasked Estep 
Score: -787579.125000 Penalty: 1530.346436
	Iteration 0F: 2 clusters Score -787579.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -778942.250000 Penalty: 3060.692871
	Iteration 0F: 3 clusters Score -778942.2 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -781873.750000 Penalty: 3060.692871
	Iteration 1F: 3 clusters Score -781873.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -782118.875000 Penalty: 3060.692871
	Iteration 2F: 3 clusters Score -782118.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -782292.062500 Penalty: 3060.692871
	Iteration 3Q: 3 clusters Score -782292.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -782425.125000 Penalty: 3060.692871
	Iteration 4Q: 3 clusters Score -782425.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -782534.125000 Penalty: 3060.692871
	Iteration 5Q: 3 clusters Score -782534.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -782611.875000 Penalty: 3060.692871
	Iteration 6Q: 3 clusters Score -782611.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -782690.125000 Penalty: 3060.692871
	Iteration 7Q: 3 clusters Score -782690.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -782775.687500 Penalty: 3060.692871
	Iteration 8Q: 3 clusters Score -782775.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -782881.187500 Penalty: 3060.692871
	Iteration 9Q: 3 clusters Score -782881.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -783036.187500 Penalty: 3060.692871
	Iteration 10Q: 3 clusters Score -783036.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -783250.500000 Penalty: 3060.692871
	Iteration 11Q: 3 clusters Score -783250.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -783566.937500 Penalty: 3060.692871
	Iteration 12Q: 3 clusters Score -783566.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -784010.687500 Penalty: 3060.692871
	Iteration 13Q: 3 clusters Score -784010.7 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -784536.562500 Penalty: 3060.692871
	Iteration 14F: 3 clusters Score -784536.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -785054.125000 Penalty: 3060.692871
	Iteration 15Q: 3 clusters Score -785054.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -785482.125000 Penalty: 3060.692871
	Iteration 16Q: 3 clusters Score -785482.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -785775.000000 Penalty: 3060.692871
	Iteration 17Q: 3 clusters Score -785775 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -785920.937500 Penalty: 3060.692871
	Iteration 18Q: 3 clusters Score -785920.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -786033.312500 Penalty: 3060.692871
	Iteration 19Q: 3 clusters Score -786033.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -786125.375000 Penalty: 3060.692871
	Iteration 20F: 3 clusters Score -786125.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -786182.500000 Penalty: 3060.692871
	Iteration 21Q: 3 clusters Score -786182.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -786213.250000 Penalty: 3060.692871
	Iteration 22Q: 3 clusters Score -786213.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -786231.187500 Penalty: 3060.692871
	Iteration 23Q: 3 clusters Score -786231.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -786244.875000 Penalty: 3060.692871
	Iteration 24Q: 3 clusters Score -786244.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -786254.375000 Penalty: 3060.692871
	Iteration 25Q: 3 clusters Score -786254.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -786265.125000 Penalty: 3060.692871
	Iteration 26Q: 3 clusters Score -786265.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -786274.687500 Penalty: 3060.692871
	Iteration 27Q: 3 clusters Score -786274.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -786277.750000 Penalty: 3060.692871
	Iteration 28Q: 3 clusters Score -786277.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -786278.812500 Penalty: 3060.692871
	Iteration 29Q: 3 clusters Score -786278.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -786280.125000 Penalty: 3060.692871
	Iteration 30Q: 3 clusters Score -786280.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -786280.125000 Penalty: 3060.692871
	Iteration 31F: 3 clusters Score -786280.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Entering Unmasked Estep 
Score: -1103686.375000 Penalty: 1594.552734
	Iteration 0F: 2 clusters Score -1103686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1091137.750000 Penalty: 3189.105469
	Iteration 0F: 3 clusters Score -1091138 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1095608.625000 Penalty: 3189.105469
	Iteration 1F: 3 clusters Score -1095609 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1095854.875000 Penalty: 3189.105469
	Iteration 2Q: 3 clusters Score -1095855 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1096062.375000 Penalty: 3189.105469
	Iteration 3Q: 3 clusters Score -1096062 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1096252.125000 Penalty: 3189.105469
	Iteration 4Q: 3 clusters Score -1096252 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1096453.625000 Penalty: 3189.105469
	Iteration 5Q: 3 clusters Score -1096454 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1096654.125000 Penalty: 3189.105469
	Iteration 6Q: 3 clusters Score -1096654 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1096848.625000 Penalty: 3189.105469
	Iteration 7Q: 3 clusters Score -1096849 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1097047.375000 Penalty: 3189.105469
	Iteration 8Q: 3 clusters Score -1097047 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1097304.625000 Penalty: 3189.105469
	Iteration 9Q: 3 clusters Score -1097305 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1097575.750000 Penalty: 3189.105469
	Iteration 10Q: 3 clusters Score -1097576 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1097844.875000 Penalty: 3189.105469
	Iteration 11Q: 3 clusters Score -1097845 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1098147.000000 Penalty: 3189.105469
	Iteration 12Q: 3 clusters Score -1098147 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1098524.625000 Penalty: 3189.105469
	Iteration 13Q: 3 clusters Score -1098525 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1098947.000000 Penalty: 3189.105469
	Iteration 14Q: 3 clusters Score -1098947 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1099439.250000 Penalty: 3189.105469
	Iteration 15Q: 3 clusters Score -1099439 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1100019.625000 Penalty: 3189.105469
	Iteration 16Q: 3 clusters Score -1100020 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1100654.375000 Penalty: 3189.105469
	Iteration 17Q: 3 clusters Score -1100654 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1101231.750000 Penalty: 3189.105469
	Iteration 18Q: 3 clusters Score -1101232 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1101685.375000 Penalty: 3189.105469
	Iteration 19Q: 3 clusters Score -1101685 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1101966.250000 Penalty: 3189.105469
	Iteration 20F: 3 clusters Score -1101966 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1102103.500000 Penalty: 3189.105469
	Iteration 21Q: 3 clusters Score -1102104 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1102182.500000 Penalty: 3189.105469
	Iteration 22Q: 3 clusters Score -1102182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1102221.375000 Penalty: 3189.105469
	Iteration 23Q: 3 clusters Score -1102221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1102250.625000 Penalty: 3189.105469
	Iteration 24Q: 3 clusters Score -1102251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1102276.000000 Penalty: 3189.105469
	Iteration 25Q: 3 clusters Score -1102276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1102288.875000 Penalty: 3189.105469
	Iteration 26Q: 3 clusters Score -1102289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1102298.500000 Penalty: 3189.105469
	Iteration 27Q: 3 clusters Score -1102298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1102302.000000 Penalty: 3189.105469
	Iteration 28Q: 3 clusters Score -1102302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1102304.500000 Penalty: 3189.105469
	Iteration 29Q: 3 clusters Score -1102304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1102304.125000 Penalty: 3189.105469
	Iteration 30Q: 3 clusters Score -1102304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1102305.125000 Penalty: 3189.105469
	Iteration 31Q: 3 clusters Score -1102305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1102305.125000 Penalty: 3189.105469
	Iteration 32F: 3 clusters Score -1102305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Entering Unmasked Estep 
Score: -1347528.750000 Penalty: 1619.366943
	Iteration 0F: 2 clusters Score -1347529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1333132.375000 Penalty: 3238.733887
	Iteration 0F: 3 clusters Score -1333132 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1338369.625000 Penalty: 3238.733887
	Iteration 1F: 3 clusters Score -1338370 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1338797.000000 Penalty: 3238.733887
	Iteration 2Q: 3 clusters Score -1338797 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1339247.125000 Penalty: 3238.733887
	Iteration 3Q: 3 clusters Score -1339247 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1339703.375000 Penalty: 3238.733887
	Iteration 4Q: 3 clusters Score -1339703 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1340191.875000 Penalty: 3238.733887
	Iteration 5Q: 3 clusters Score -1340192 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1340723.500000 Penalty: 3238.733887
	Iteration 6F: 3 clusters Score -1340724 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1341318.625000 Penalty: 3238.733887
	Iteration 7F: 3 clusters Score -1341319 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1341919.750000 Penalty: 3238.733887
	Iteration 8F: 3 clusters Score -1341920 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1342486.500000 Penalty: 3238.733887
	Iteration 9Q: 3 clusters Score -1342486 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1342941.875000 Penalty: 3238.733887
	Iteration 10Q: 3 clusters Score -1342942 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1343236.375000 Penalty: 3238.733887
	Iteration 11Q: 3 clusters Score -1343236 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1343410.875000 Penalty: 3238.733887
	Iteration 12Q: 3 clusters Score -1343411 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1343518.125000 Penalty: 3238.733887
	Iteration 13Q: 3 clusters Score -1343518 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1343571.375000 Penalty: 3238.733887
	Iteration 14Q: 3 clusters Score -1343571 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1343604.125000 Penalty: 3238.733887
	Iteration 15Q: 3 clusters Score -1343604 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1343630.500000 Penalty: 3238.733887
	Iteration 16Q: 3 clusters Score -1343630 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1343645.500000 Penalty: 3238.733887
	Iteration 17Q: 3 clusters Score -1343646 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1343672.250000 Penalty: 3238.733887
	Iteration 18Q: 3 clusters Score -1343672 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1343695.375000 Penalty: 3238.733887
	Iteration 19Q: 3 clusters Score -1343695 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1343721.375000 Penalty: 3238.733887
	Iteration 20F: 3 clusters Score -1343721 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1343741.375000 Penalty: 3238.733887
	Iteration 21Q: 3 clusters Score -1343741 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1343767.750000 Penalty: 3238.733887
	Iteration 22Q: 3 clusters Score -1343768 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1343786.750000 Penalty: 3238.733887
	Iteration 23Q: 3 clusters Score -1343787 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1343820.875000 Penalty: 3238.733887
	Iteration 24Q: 3 clusters Score -1343821 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1343852.125000 Penalty: 3238.733887
	Iteration 25Q: 3 clusters Score -1343852 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1343886.750000 Penalty: 3238.733887
	Iteration 26Q: 3 clusters Score -1343887 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1343915.125000 Penalty: 3238.733887
	Iteration 27Q: 3 clusters Score -1343915 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1343964.875000 Penalty: 3238.733887
	Iteration 28Q: 3 clusters Score -1343965 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1344005.500000 Penalty: 3238.733887
	Iteration 29Q: 3 clusters Score -1344006 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1344053.750000 Penalty: 3238.733887
	Iteration 30Q: 3 clusters Score -1344054 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1344108.625000 Penalty: 3238.733887
	Iteration 31Q: 3 clusters Score -1344109 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1344175.000000 Penalty: 3238.733887
	Iteration 32Q: 3 clusters Score -1344175 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1344239.375000 Penalty: 3238.733887
	Iteration 33Q: 3 clusters Score -1344239 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1344313.000000 Penalty: 3238.733887
	Iteration 34Q: 3 clusters Score -1344313 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1344385.500000 Penalty: 3238.733887
	Iteration 35Q: 3 clusters Score -1344386 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1344457.875000 Penalty: 3238.733887
	Iteration 36Q: 3 clusters Score -1344458 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1344539.000000 Penalty: 3238.733887
	Iteration 37Q: 3 clusters Score -1344539 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1344630.500000 Penalty: 3238.733887
	Iteration 38Q: 3 clusters Score -1344630 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1344725.875000 Penalty: 3238.733887
	Iteration 39Q: 3 clusters Score -1344726 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1344825.250000 Penalty: 3238.733887
	Iteration 40F: 3 clusters Score -1344825 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1344937.375000 Penalty: 3238.733887
	Iteration 41Q: 3 clusters Score -1344937 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1345054.875000 Penalty: 3238.733887
	Iteration 42Q: 3 clusters Score -1345055 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1345185.250000 Penalty: 3238.733887
	Iteration 43Q: 3 clusters Score -1345185 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1345330.125000 Penalty: 3238.733887
	Iteration 44Q: 3 clusters Score -1345330 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1345469.625000 Penalty: 3238.733887
	Iteration 45Q: 3 clusters Score -1345470 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1345615.750000 Penalty: 3238.733887
	Iteration 46Q: 3 clusters Score -1345616 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1345758.625000 Penalty: 3238.733887
	Iteration 47Q: 3 clusters Score -1345759 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1345920.750000 Penalty: 3238.733887
	Iteration 48Q: 3 clusters Score -1345921 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1346050.000000 Penalty: 3238.733887
	Iteration 49Q: 3 clusters Score -1346050 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1346174.000000 Penalty: 3238.733887
	Iteration 50Q: 3 clusters Score -1346174 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1346302.750000 Penalty: 3238.733887
	Iteration 51Q: 3 clusters Score -1346303 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1346436.500000 Penalty: 3238.733887
	Iteration 52Q: 3 clusters Score -1346436 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1346571.625000 Penalty: 3238.733887
	Iteration 53Q: 3 clusters Score -1346572 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1346693.500000 Penalty: 3238.733887
	Iteration 54Q: 3 clusters Score -1346694 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1346800.000000 Penalty: 3238.733887
	Iteration 55Q: 3 clusters Score -1346800 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1346890.625000 Penalty: 3238.733887
	Iteration 56Q: 3 clusters Score -1346891 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1346965.625000 Penalty: 3238.733887
	Iteration 57Q: 3 clusters Score -1346966 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1347016.000000 Penalty: 3238.733887
	Iteration 58Q: 3 clusters Score -1347016 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1347051.250000 Penalty: 3238.733887
	Iteration 59Q: 3 clusters Score -1347051 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1347101.500000 Penalty: 3238.733887
	Iteration 60F: 3 clusters Score -1347102 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1347151.125000 Penalty: 3238.733887
	Iteration 61Q: 3 clusters Score -1347151 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1347202.625000 Penalty: 3238.733887
	Iteration 62Q: 3 clusters Score -1347203 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1347222.500000 Penalty: 3238.733887
	Iteration 63Q: 3 clusters Score -1347222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1347236.250000 Penalty: 3238.733887
	Iteration 64Q: 3 clusters Score -1347236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1347245.750000 Penalty: 3238.733887
	Iteration 65Q: 3 clusters Score -1347246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1347258.500000 Penalty: 3238.733887
	Iteration 66Q: 3 clusters Score -1347258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1347268.125000 Penalty: 3238.733887
	Iteration 67Q: 3 clusters Score -1347268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1347278.375000 Penalty: 3238.733887
	Iteration 68Q: 3 clusters Score -1347278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1347283.125000 Penalty: 3238.733887
	Iteration 69Q: 3 clusters Score -1347283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1347291.625000 Penalty: 3238.733887
	Iteration 70Q: 3 clusters Score -1347292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1347294.750000 Penalty: 3238.733887
	Iteration 71Q: 3 clusters Score -1347295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1347295.875000 Penalty: 3238.733887
	Iteration 72Q: 3 clusters Score -1347296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1347296.125000 Penalty: 3238.733887
	Iteration 73Q: 3 clusters Score -1347296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1347304.000000 Penalty: 3238.733887
	Iteration 74Q: 3 clusters Score -1347304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1347309.125000 Penalty: 3238.733887
	Iteration 75Q: 3 clusters Score -1347309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1347311.375000 Penalty: 3238.733887
	Iteration 76Q: 3 clusters Score -1347311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1347314.375000 Penalty: 3238.733887
	Iteration 77Q: 3 clusters Score -1347314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1347313.375000 Penalty: 3238.733887
	Iteration 78Q: 3 clusters Score -1347313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1347313.875000 Penalty: 3238.733887
	Iteration 79Q: 3 clusters Score -1347314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1347314.000000 Penalty: 3238.733887
	Iteration 80F: 3 clusters Score -1347314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1347316.125000 Penalty: 3238.733887
	Iteration 81Q: 3 clusters Score -1347316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1347316.125000 Penalty: 3238.733887
	Iteration 82F: 3 clusters Score -1347316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Entering Unmasked Estep 
Score: -1209680.625000 Penalty: 1599.443359
	Iteration 0F: 2 clusters Score -1209681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1196763.750000 Penalty: 3198.886719
	Iteration 0F: 3 clusters Score -1196764 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1201323.625000 Penalty: 3198.886719
	Iteration 1F: 3 clusters Score -1201324 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1201637.125000 Penalty: 3198.886719
	Iteration 2Q: 3 clusters Score -1201637 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1201894.250000 Penalty: 3198.886719
	Iteration 3Q: 3 clusters Score -1201894 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1202106.875000 Penalty: 3198.886719
	Iteration 4Q: 3 clusters Score -1202107 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1202321.625000 Penalty: 3198.886719
	Iteration 5Q: 3 clusters Score -1202322 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1202555.250000 Penalty: 3198.886719
	Iteration 6Q: 3 clusters Score -1202555 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1202854.000000 Penalty: 3198.886719
	Iteration 7Q: 3 clusters Score -1202854 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1203254.875000 Penalty: 3198.886719
	Iteration 8Q: 3 clusters Score -1203255 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1203784.750000 Penalty: 3198.886719
	Iteration 9Q: 3 clusters Score -1203785 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1204368.125000 Penalty: 3198.886719
	Iteration 10Q: 3 clusters Score -1204368 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1205072.000000 Penalty: 3198.886719
	Iteration 11Q: 3 clusters Score -1205072 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1205819.375000 Penalty: 3198.886719
	Iteration 12F: 3 clusters Score -1205819 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -1206413.250000 Penalty: 3198.886719
	Iteration 13Q: 3 clusters Score -1206413 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1206863.375000 Penalty: 3198.886719
	Iteration 14Q: 3 clusters Score -1206863 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1207201.250000 Penalty: 3198.886719
	Iteration 15Q: 3 clusters Score -1207201 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -1207463.875000 Penalty: 3198.886719
	Iteration 16Q: 3 clusters Score -1207464 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1207662.750000 Penalty: 3198.886719
	Iteration 17Q: 3 clusters Score -1207663 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -1207832.375000 Penalty: 3198.886719
	Iteration 18Q: 3 clusters Score -1207832 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -1207966.375000 Penalty: 3198.886719
	Iteration 19Q: 3 clusters Score -1207966 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -1208059.875000 Penalty: 3198.886719
	Iteration 20F: 3 clusters Score -1208060 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -1208131.000000 Penalty: 3198.886719
	Iteration 21Q: 3 clusters Score -1208131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -1208180.000000 Penalty: 3198.886719
	Iteration 22Q: 3 clusters Score -1208180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -1208213.750000 Penalty: 3198.886719
	Iteration 23Q: 3 clusters Score -1208214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -1208240.125000 Penalty: 3198.886719
	Iteration 24Q: 3 clusters Score -1208240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -1208255.750000 Penalty: 3198.886719
	Iteration 25Q: 3 clusters Score -1208256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -1208267.000000 Penalty: 3198.886719
	Iteration 26Q: 3 clusters Score -1208267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -1208282.750000 Penalty: 3198.886719
	Iteration 27Q: 3 clusters Score -1208283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -1208288.375000 Penalty: 3198.886719
	Iteration 28Q: 3 clusters Score -1208288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -1208291.250000 Penalty: 3198.886719
	Iteration 29Q: 3 clusters Score -1208291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -1208292.000000 Penalty: 3198.886719
	Iteration 30Q: 3 clusters Score -1208292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -1208292.750000 Penalty: 3198.886719
	Iteration 31Q: 3 clusters Score -1208293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -1208296.125000 Penalty: 3198.886719
	Iteration 32Q: 3 clusters Score -1208296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -1208298.000000 Penalty: 3198.886719
	Iteration 33Q: 3 clusters Score -1208298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -1208301.625000 Penalty: 3198.886719
	Iteration 34Q: 3 clusters Score -1208302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -1208301.500000 Penalty: 3198.886719
	Iteration 35Q: 3 clusters Score -1208302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -1208305.375000 Penalty: 3198.886719
	Iteration 36Q: 3 clusters Score -1208305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -1208308.125000 Penalty: 3198.886719
	Iteration 37Q: 3 clusters Score -1208308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -1208310.500000 Penalty: 3198.886719
	Iteration 38Q: 3 clusters Score -1208310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -1208311.000000 Penalty: 3198.886719
	Iteration 39Q: 3 clusters Score -1208311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -1208311.000000 Penalty: 3198.886719
	Iteration 40F: 3 clusters Score -1208311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -45739.656250 Penalty: 1072.257690
	Iteration 0F: 2 clusters Score -45739.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -44459.855469 Penalty: 2144.515381
	Iteration 0F: 3 clusters Score -44459.86 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -44659.558594 Penalty: 2144.515381
	Iteration 1F: 3 clusters Score -44659.56 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -44709.750000 Penalty: 2144.515381
	Iteration 2F: 3 clusters Score -44709.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -44734.601562 Penalty: 2144.515381
	Iteration 3Q: 3 clusters Score -44734.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -44752.816406 Penalty: 2144.515381
	Iteration 4Q: 3 clusters Score -44752.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -44762.765625 Penalty: 2144.515381
	Iteration 5Q: 3 clusters Score -44762.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -44774.054688 Penalty: 2144.515381
	Iteration 6Q: 3 clusters Score -44774.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -44781.636719 Penalty: 2144.515381
	Iteration 7Q: 3 clusters Score -44781.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -44783.835938 Penalty: 2144.515381
	Iteration 8Q: 3 clusters Score -44783.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -44785.449219 Penalty: 2144.515381
	Iteration 9Q: 3 clusters Score -44785.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -44786.738281 Penalty: 2144.515381
	Iteration 10Q: 3 clusters Score -44786.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -44791.367188 Penalty: 2144.515381
	Iteration 11Q: 3 clusters Score -44791.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -44794.105469 Penalty: 2144.515381
	Iteration 12Q: 3 clusters Score -44794.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -44796.417969 Penalty: 2144.515381
	Iteration 13Q: 3 clusters Score -44796.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -44797.000000 Penalty: 2144.515381
	Iteration 14Q: 3 clusters Score -44797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -44797.000000 Penalty: 2144.515381
	Iteration 15F: 3 clusters Score -44797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 50445 members 
Mstep: Class 3 contains 2574 members 
Mstep: Class 4 contains 1835 members 
Mstep: Class 5 contains 8171 members 
Mstep: Class 6 contains 131814 members 
Mstep: Class 7 contains 3149 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 14727 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 354907 members 
Mstep: Class 12 contains 25971 members 
Mstep: Class 13 contains 12302 members 
Mstep: Class 16 contains 18263 members 
Mstep: Class 18 contains 21276 members 
Mstep: Class 21 contains 18821 members 
Mstep: Class 23 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794924.000000 Penalty: 37110.882812
Iteration 399Q: 18 clusters Score -4.179492e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 50424 members 
Mstep: Class 3 contains 2567 members 
Mstep: Class 4 contains 1835 members 
Mstep: Class 5 contains 8175 members 
Mstep: Class 6 contains 131763 members 
Mstep: Class 7 contains 3151 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 14723 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 355011 members 
Mstep: Class 12 contains 25963 members 
Mstep: Class 13 contains 12305 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 18 contains 21276 members 
Mstep: Class 21 contains 18802 members 
Mstep: Class 23 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794876.000000 Penalty: 37110.882812
Iteration 400F: 18 clusters Score -4.179488e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 50398 members 
Mstep: Class 3 contains 2559 members 
Mstep: Class 4 contains 1835 members 
Mstep: Class 5 contains 8178 members 
Mstep: Class 6 contains 131713 members 
Mstep: Class 7 contains 3156 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 14717 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 355118 members 
Mstep: Class 12 contains 25955 members 
Mstep: Class 13 contains 12308 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 18 contains 21272 members 
Mstep: Class 21 contains 18790 members 
Mstep: Class 23 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794856.000000 Penalty: 37110.882812
Iteration 401Q: 18 clusters Score -4.179486e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 50376 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 1835 members 
Mstep: Class 5 contains 8182 members 
Mstep: Class 6 contains 131656 members 
Mstep: Class 7 contains 3157 members 
Mstep: Class 8 contains 3586 members 
Mstep: Class 9 contains 14713 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 355237 members 
Mstep: Class 12 contains 25942 members 
Mstep: Class 13 contains 12313 members 
Mstep: Class 16 contains 18263 members 
Mstep: Class 18 contains 21267 members 
Mstep: Class 21 contains 18782 members 
Mstep: Class 23 contains 735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794856.000000 Penalty: 37110.882812
Iteration 402Q: 18 clusters Score -4.179486e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 50347 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 1835 members 
Mstep: Class 5 contains 8185 members 
Mstep: Class 6 contains 131610 members 
Mstep: Class 7 contains 3157 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 14711 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 355352 members 
Mstep: Class 12 contains 25927 members 
Mstep: Class 13 contains 12313 members 
Mstep: Class 16 contains 18269 members 
Mstep: Class 18 contains 21259 members 
Mstep: Class 21 contains 18774 members 
Mstep: Class 23 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794860.000000 Penalty: 37110.882812
Iteration 403Q: 18 clusters Score -4.179486e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 50323 members 
Mstep: Class 3 contains 2524 members 
Mstep: Class 4 contains 1835 members 
Mstep: Class 5 contains 8189 members 
Mstep: Class 6 contains 131560 members 
Mstep: Class 7 contains 3158 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 14710 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 355466 members 
Mstep: Class 12 contains 25909 members 
Mstep: Class 13 contains 12318 members 
Mstep: Class 16 contains 18269 members 
Mstep: Class 18 contains 21253 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 23 contains 739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794860.000000 Penalty: 37110.882812
Iteration 404Q: 18 clusters Score -4.179486e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 50307 members 
Mstep: Class 3 contains 2514 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8189 members 
Mstep: Class 6 contains 131514 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 3568 members 
Mstep: Class 9 contains 14708 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 355578 members 
Mstep: Class 12 contains 25887 members 
Mstep: Class 13 contains 12324 members 
Mstep: Class 16 contains 18267 members 
Mstep: Class 18 contains 21247 members 
Mstep: Class 21 contains 18762 members 
Mstep: Class 23 contains 739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794844.000000 Penalty: 37110.882812
Iteration 405Q: 18 clusters Score -4.179484e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 50293 members 
Mstep: Class 3 contains 2510 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8189 members 
Mstep: Class 6 contains 131476 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 3559 members 
Mstep: Class 9 contains 14707 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 355672 members 
Mstep: Class 12 contains 25868 members 
Mstep: Class 13 contains 12326 members 
Mstep: Class 16 contains 18269 members 
Mstep: Class 18 contains 21239 members 
Mstep: Class 21 contains 18753 members 
Mstep: Class 23 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794836.000000 Penalty: 37110.882812
Iteration 406Q: 18 clusters Score -4.179484e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 50280 members 
Mstep: Class 3 contains 2504 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8189 members 
Mstep: Class 6 contains 131433 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 14707 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 355771 members 
Mstep: Class 12 contains 25841 members 
Mstep: Class 13 contains 12330 members 
Mstep: Class 16 contains 18270 members 
Mstep: Class 18 contains 21237 members 
Mstep: Class 21 contains 18746 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794836.000000 Penalty: 37110.882812
Iteration 407Q: 18 clusters Score -4.179484e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 50266 members 
Mstep: Class 3 contains 2495 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8189 members 
Mstep: Class 6 contains 131389 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 3543 members 
Mstep: Class 9 contains 14705 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 355858 members 
Mstep: Class 12 contains 25826 members 
Mstep: Class 13 contains 12331 members 
Mstep: Class 16 contains 18274 members 
Mstep: Class 18 contains 21234 members 
Mstep: Class 21 contains 18744 members 
Mstep: Class 23 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794840.000000 Penalty: 37110.882812
Iteration 408Q: 18 clusters Score -4.179484e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 50255 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8189 members 
Mstep: Class 6 contains 131346 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 3535 members 
Mstep: Class 9 contains 14706 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 355938 members 
Mstep: Class 12 contains 25812 members 
Mstep: Class 13 contains 12342 members 
Mstep: Class 16 contains 18278 members 
Mstep: Class 18 contains 21231 members 
Mstep: Class 21 contains 18739 members 
Mstep: Class 23 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794868.000000 Penalty: 37110.882812
Iteration 409Q: 18 clusters Score -4.179487e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 50234 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8190 members 
Mstep: Class 6 contains 131302 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 3531 members 
Mstep: Class 9 contains 14705 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 356030 members 
Mstep: Class 12 contains 25804 members 
Mstep: Class 13 contains 12346 members 
Mstep: Class 16 contains 18274 members 
Mstep: Class 18 contains 21231 members 
Mstep: Class 21 contains 18736 members 
Mstep: Class 23 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794852.000000 Penalty: 37110.882812
Iteration 410Q: 18 clusters Score -4.179485e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 50218 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8191 members 
Mstep: Class 6 contains 131264 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 3526 members 
Mstep: Class 9 contains 14705 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 356119 members 
Mstep: Class 12 contains 25792 members 
Mstep: Class 13 contains 12339 members 
Mstep: Class 16 contains 18274 members 
Mstep: Class 18 contains 21231 members 
Mstep: Class 21 contains 18733 members 
Mstep: Class 23 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794944.000000 Penalty: 37110.882812
Iteration 411Q: 18 clusters Score -4.179494e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 50208 members 
Mstep: Class 3 contains 2439 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8191 members 
Mstep: Class 6 contains 131226 members 
Mstep: Class 7 contains 3160 members 
Mstep: Class 8 contains 3522 members 
Mstep: Class 9 contains 14705 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 356195 members 
Mstep: Class 12 contains 25781 members 
Mstep: Class 13 contains 12346 members 
Mstep: Class 16 contains 18273 members 
Mstep: Class 18 contains 21231 members 
Mstep: Class 21 contains 18728 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794944.000000 Penalty: 37110.882812
Iteration 412Q: 18 clusters Score -4.179494e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 50199 members 
Mstep: Class 3 contains 2421 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8191 members 
Mstep: Class 6 contains 131188 members 
Mstep: Class 7 contains 3160 members 
Mstep: Class 8 contains 3519 members 
Mstep: Class 9 contains 14705 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 356285 members 
Mstep: Class 12 contains 25766 members 
Mstep: Class 13 contains 12348 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 18 contains 21229 members 
Mstep: Class 21 contains 18724 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794976.000000 Penalty: 37110.882812
Iteration 413Q: 18 clusters Score -4.179498e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 50190 members 
Mstep: Class 3 contains 2409 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8191 members 
Mstep: Class 6 contains 131143 members 
Mstep: Class 7 contains 3161 members 
Mstep: Class 8 contains 3518 members 
Mstep: Class 9 contains 14706 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 356356 members 
Mstep: Class 12 contains 25756 members 
Mstep: Class 13 contains 12357 members 
Mstep: Class 16 contains 18271 members 
Mstep: Class 18 contains 21228 members 
Mstep: Class 21 contains 18722 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794936.000000 Penalty: 37110.882812
Iteration 414Q: 18 clusters Score -4.179494e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 50184 members 
Mstep: Class 3 contains 2401 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8192 members 
Mstep: Class 6 contains 131094 members 
Mstep: Class 7 contains 3161 members 
Mstep: Class 8 contains 3515 members 
Mstep: Class 9 contains 14706 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 356423 members 
Mstep: Class 12 contains 25747 members 
Mstep: Class 13 contains 12362 members 
Mstep: Class 16 contains 18271 members 
Mstep: Class 18 contains 21227 members 
Mstep: Class 21 contains 18720 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794932.000000 Penalty: 37110.882812
Iteration 415Q: 18 clusters Score -4.179493e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 50172 members 
Mstep: Class 3 contains 2392 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8192 members 
Mstep: Class 6 contains 131042 members 
Mstep: Class 7 contains 3161 members 
Mstep: Class 8 contains 3514 members 
Mstep: Class 9 contains 14706 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 356498 members 
Mstep: Class 12 contains 25739 members 
Mstep: Class 13 contains 12368 members 
Mstep: Class 16 contains 18269 members 
Mstep: Class 18 contains 21226 members 
Mstep: Class 21 contains 18719 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794928.000000 Penalty: 37110.882812
Iteration 416Q: 18 clusters Score -4.179493e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 50156 members 
Mstep: Class 3 contains 2379 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8194 members 
Mstep: Class 6 contains 130992 members 
Mstep: Class 7 contains 3160 members 
Mstep: Class 8 contains 3513 members 
Mstep: Class 9 contains 14705 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 356586 members 
Mstep: Class 12 contains 25723 members 
Mstep: Class 13 contains 12380 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 18 contains 21226 members 
Mstep: Class 21 contains 18718 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794916.000000 Penalty: 37110.882812
Iteration 417Q: 18 clusters Score -4.179492e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 50140 members 
Mstep: Class 3 contains 2361 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8195 members 
Mstep: Class 6 contains 130949 members 
Mstep: Class 7 contains 3160 members 
Mstep: Class 8 contains 3513 members 
Mstep: Class 9 contains 14705 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 356669 members 
Mstep: Class 12 contains 25706 members 
Mstep: Class 13 contains 12400 members 
Mstep: Class 16 contains 18256 members 
Mstep: Class 18 contains 21225 members 
Mstep: Class 21 contains 18718 members 
Mstep: Class 23 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794912.000000 Penalty: 37110.882812
Iteration 418Q: 18 clusters Score -4.179491e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 50120 members 
Mstep: Class 3 contains 2343 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8195 members 
Mstep: Class 6 contains 130913 members 
Mstep: Class 7 contains 3163 members 
Mstep: Class 8 contains 3513 members 
Mstep: Class 9 contains 14704 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 356746 members 
Mstep: Class 12 contains 25690 members 
Mstep: Class 13 contains 12415 members 
Mstep: Class 16 contains 18255 members 
Mstep: Class 18 contains 21225 members 
Mstep: Class 21 contains 18716 members 
Mstep: Class 23 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794948.000000 Penalty: 37110.882812
Iteration 419Q: 18 clusters Score -4.179495e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 50100 members 
Mstep: Class 3 contains 2327 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8195 members 
Mstep: Class 6 contains 130884 members 
Mstep: Class 7 contains 3166 members 
Mstep: Class 8 contains 3513 members 
Mstep: Class 9 contains 14701 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 356813 members 
Mstep: Class 12 contains 25678 members 
Mstep: Class 13 contains 12429 members 
Mstep: Class 16 contains 18255 members 
Mstep: Class 18 contains 21222 members 
Mstep: Class 21 contains 18714 members 
Mstep: Class 23 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794952.000000 Penalty: 37110.882812
Iteration 420F: 18 clusters Score -4.179495e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 50089 members 
Mstep: Class 3 contains 2312 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8195 members 
Mstep: Class 6 contains 130849 members 
Mstep: Class 7 contains 3164 members 
Mstep: Class 8 contains 3513 members 
Mstep: Class 9 contains 14697 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 356891 members 
Mstep: Class 12 contains 25660 members 
Mstep: Class 13 contains 12443 members 
Mstep: Class 16 contains 18254 members 
Mstep: Class 18 contains 21220 members 
Mstep: Class 21 contains 18710 members 
Mstep: Class 23 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794940.000000 Penalty: 37110.882812
Iteration 421Q: 18 clusters Score -4.179494e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 50075 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8195 members 
Mstep: Class 6 contains 130810 members 
Mstep: Class 7 contains 3164 members 
Mstep: Class 8 contains 3513 members 
Mstep: Class 9 contains 14695 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 356968 members 
Mstep: Class 12 contains 25646 members 
Mstep: Class 13 contains 12454 members 
Mstep: Class 16 contains 18252 members 
Mstep: Class 18 contains 21219 members 
Mstep: Class 21 contains 18706 members 
Mstep: Class 23 contains 739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794952.000000 Penalty: 37110.882812
Iteration 422Q: 18 clusters Score -4.179495e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 50053 members 
Mstep: Class 3 contains 2288 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8195 members 
Mstep: Class 6 contains 130778 members 
Mstep: Class 7 contains 3167 members 
Mstep: Class 8 contains 3512 members 
Mstep: Class 9 contains 14694 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357045 members 
Mstep: Class 12 contains 25634 members 
Mstep: Class 13 contains 12461 members 
Mstep: Class 16 contains 18250 members 
Mstep: Class 18 contains 21221 members 
Mstep: Class 21 contains 18701 members 
Mstep: Class 23 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794920.000000 Penalty: 37110.882812
Iteration 423Q: 18 clusters Score -4.179492e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 50020 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8195 members 
Mstep: Class 6 contains 130756 members 
Mstep: Class 7 contains 3170 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14693 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357123 members 
Mstep: Class 12 contains 25625 members 
Mstep: Class 13 contains 12466 members 
Mstep: Class 16 contains 18247 members 
Mstep: Class 18 contains 21220 members 
Mstep: Class 21 contains 18693 members 
Mstep: Class 23 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794944.000000 Penalty: 37110.882812
Iteration 424Q: 18 clusters Score -4.179494e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 49991 members 
Mstep: Class 3 contains 2273 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8196 members 
Mstep: Class 6 contains 130735 members 
Mstep: Class 7 contains 3171 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14691 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357187 members 
Mstep: Class 12 contains 25619 members 
Mstep: Class 13 contains 12472 members 
Mstep: Class 16 contains 18246 members 
Mstep: Class 18 contains 21219 members 
Mstep: Class 21 contains 18688 members 
Mstep: Class 23 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794936.000000 Penalty: 37110.882812
Iteration 425Q: 18 clusters Score -4.179494e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 49960 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 130707 members 
Mstep: Class 7 contains 3172 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14690 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357253 members 
Mstep: Class 12 contains 25616 members 
Mstep: Class 13 contains 12479 members 
Mstep: Class 16 contains 18244 members 
Mstep: Class 18 contains 21220 members 
Mstep: Class 21 contains 18686 members 
Mstep: Class 23 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794900.000000 Penalty: 37110.882812
Iteration 426Q: 18 clusters Score -4.17949e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 49938 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 1837 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 130686 members 
Mstep: Class 7 contains 3173 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14689 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357310 members 
Mstep: Class 12 contains 25609 members 
Mstep: Class 13 contains 12487 members 
Mstep: Class 16 contains 18244 members 
Mstep: Class 18 contains 21220 members 
Mstep: Class 21 contains 18683 members 
Mstep: Class 23 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794936.000000 Penalty: 37110.882812
Iteration 427Q: 18 clusters Score -4.179494e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 49924 members 
Mstep: Class 3 contains 2237 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 130669 members 
Mstep: Class 7 contains 3173 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14687 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357362 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 12492 members 
Mstep: Class 16 contains 18244 members 
Mstep: Class 18 contains 21217 members 
Mstep: Class 21 contains 18681 members 
Mstep: Class 23 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794944.000000 Penalty: 37110.882812
Iteration 428Q: 18 clusters Score -4.179494e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 49904 members 
Mstep: Class 3 contains 2220 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 130657 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14685 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357415 members 
Mstep: Class 12 contains 25594 members 
Mstep: Class 13 contains 12500 members 
Mstep: Class 16 contains 18242 members 
Mstep: Class 18 contains 21214 members 
Mstep: Class 21 contains 18678 members 
Mstep: Class 23 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794968.000000 Penalty: 37110.882812
Iteration 429Q: 18 clusters Score -4.179497e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 49888 members 
Mstep: Class 3 contains 2211 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 130650 members 
Mstep: Class 7 contains 3178 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14680 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357456 members 
Mstep: Class 12 contains 25590 members 
Mstep: Class 13 contains 12505 members 
Mstep: Class 16 contains 18239 members 
Mstep: Class 18 contains 21210 members 
Mstep: Class 21 contains 18677 members 
Mstep: Class 23 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794944.000000 Penalty: 37110.882812
Iteration 430Q: 18 clusters Score -4.179494e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 49873 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 130643 members 
Mstep: Class 7 contains 3179 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14677 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357503 members 
Mstep: Class 12 contains 25585 members 
Mstep: Class 13 contains 12508 members 
Mstep: Class 16 contains 18235 members 
Mstep: Class 18 contains 21208 members 
Mstep: Class 21 contains 18674 members 
Mstep: Class 23 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794968.000000 Penalty: 37110.882812
Iteration 431Q: 18 clusters Score -4.179497e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 49865 members 
Mstep: Class 3 contains 2186 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 130638 members 
Mstep: Class 7 contains 3179 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14673 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357540 members 
Mstep: Class 12 contains 25581 members 
Mstep: Class 13 contains 12511 members 
Mstep: Class 16 contains 18234 members 
Mstep: Class 18 contains 21206 members 
Mstep: Class 21 contains 18671 members 
Mstep: Class 23 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794976.000000 Penalty: 37110.882812
Iteration 432Q: 18 clusters Score -4.179498e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 49858 members 
Mstep: Class 3 contains 2171 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 130632 members 
Mstep: Class 7 contains 3179 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14669 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357572 members 
Mstep: Class 12 contains 25578 members 
Mstep: Class 13 contains 12519 members 
Mstep: Class 16 contains 18233 members 
Mstep: Class 18 contains 21205 members 
Mstep: Class 21 contains 18667 members 
Mstep: Class 23 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794964.000000 Penalty: 37110.882812
Iteration 433Q: 18 clusters Score -4.179496e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 49854 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 130623 members 
Mstep: Class 7 contains 3182 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14664 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357595 members 
Mstep: Class 12 contains 25576 members 
Mstep: Class 13 contains 12516 members 
Mstep: Class 16 contains 18233 members 
Mstep: Class 18 contains 21206 members 
Mstep: Class 21 contains 18666 members 
Mstep: Class 23 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794980.000000 Penalty: 37110.882812
Iteration 434Q: 18 clusters Score -4.179498e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 49851 members 
Mstep: Class 3 contains 2163 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 130609 members 
Mstep: Class 7 contains 3182 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357629 members 
Mstep: Class 12 contains 25574 members 
Mstep: Class 13 contains 12511 members 
Mstep: Class 16 contains 18232 members 
Mstep: Class 18 contains 21205 members 
Mstep: Class 21 contains 18665 members 
Mstep: Class 23 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794924.000000 Penalty: 37110.882812
Iteration 435Q: 18 clusters Score -4.179492e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 49844 members 
Mstep: Class 3 contains 2159 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 130598 members 
Mstep: Class 7 contains 3184 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14652 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357658 members 
Mstep: Class 12 contains 25571 members 
Mstep: Class 13 contains 12513 members 
Mstep: Class 16 contains 18232 members 
Mstep: Class 18 contains 21205 members 
Mstep: Class 21 contains 18662 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794988.000000 Penalty: 37110.882812
Iteration 436Q: 18 clusters Score -4.179499e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 49837 members 
Mstep: Class 3 contains 2156 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 130584 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14646 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357690 members 
Mstep: Class 12 contains 25571 members 
Mstep: Class 13 contains 12515 members 
Mstep: Class 16 contains 18232 members 
Mstep: Class 18 contains 21202 members 
Mstep: Class 21 contains 18658 members 
Mstep: Class 23 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794968.000000 Penalty: 37110.882812
Iteration 437Q: 18 clusters Score -4.179497e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 49831 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 130571 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14638 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357728 members 
Mstep: Class 12 contains 25568 members 
Mstep: Class 13 contains 12515 members 
Mstep: Class 16 contains 18232 members 
Mstep: Class 18 contains 21200 members 
Mstep: Class 21 contains 18655 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794924.000000 Penalty: 37110.882812
Iteration 438Q: 18 clusters Score -4.179492e+07 nChanged 50
Entering ConstructFrom: 
Score: -41794924.000000 Penalty: 37110.882812
Entering ConstructFrom: 
Trying to split cluster 1 (13142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Entering Unmasked Estep 
Score: -856397.000000 Penalty: 1541.079834
	Iteration 0F: 2 clusters Score -856397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -847138.375000 Penalty: 3082.159668
	Iteration 0F: 3 clusters Score -847138.4 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -850277.937500 Penalty: 3082.159668
	Iteration 1F: 3 clusters Score -850277.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -850522.687500 Penalty: 3082.159668
	Iteration 2F: 3 clusters Score -850522.7 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -850756.250000 Penalty: 3082.159668
	Iteration 3Q: 3 clusters Score -850756.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -850994.375000 Penalty: 3082.159668
	Iteration 4Q: 3 clusters Score -850994.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -851277.437500 Penalty: 3082.159668
	Iteration 5Q: 3 clusters Score -851277.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -851670.750000 Penalty: 3082.159668
	Iteration 6F: 3 clusters Score -851670.8 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -852197.562500 Penalty: 3082.159668
	Iteration 7F: 3 clusters Score -852197.6 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -852886.062500 Penalty: 3082.159668
	Iteration 8F: 3 clusters Score -852886.1 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -853614.687500 Penalty: 3082.159668
	Iteration 9F: 3 clusters Score -853614.7 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -854209.062500 Penalty: 3082.159668
	Iteration 10Q: 3 clusters Score -854209.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -854595.625000 Penalty: 3082.159668
	Iteration 11Q: 3 clusters Score -854595.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -854799.937500 Penalty: 3082.159668
	Iteration 12Q: 3 clusters Score -854799.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -854903.812500 Penalty: 3082.159668
	Iteration 13Q: 3 clusters Score -854903.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -854966.062500 Penalty: 3082.159668
	Iteration 14Q: 3 clusters Score -854966.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -854997.687500 Penalty: 3082.159668
	Iteration 15Q: 3 clusters Score -854997.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -855014.250000 Penalty: 3082.159668
	Iteration 16Q: 3 clusters Score -855014.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -855029.250000 Penalty: 3082.159668
	Iteration 17Q: 3 clusters Score -855029.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -855040.062500 Penalty: 3082.159668
	Iteration 18Q: 3 clusters Score -855040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -855043.875000 Penalty: 3082.159668
	Iteration 19Q: 3 clusters Score -855043.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -855049.437500 Penalty: 3082.159668
	Iteration 20F: 3 clusters Score -855049.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -855056.937500 Penalty: 3082.159668
	Iteration 21Q: 3 clusters Score -855056.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -855060.062500 Penalty: 3082.159668
	Iteration 22Q: 3 clusters Score -855060.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -855061.937500 Penalty: 3082.159668
	Iteration 23Q: 3 clusters Score -855061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -855063.937500 Penalty: 3082.159668
	Iteration 24Q: 3 clusters Score -855063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -855064.187500 Penalty: 3082.159668
	Iteration 25Q: 3 clusters Score -855064.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -855064.187500 Penalty: 3082.159668
	Iteration 26F: 3 clusters Score -855064.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Entering Unmasked Estep 
Score: -3204520.000000 Penalty: 1757.637695
	Iteration 0F: 2 clusters Score -3204520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3171318.500000 Penalty: 3515.275391
	Iteration 0F: 3 clusters Score -3171318 nChanged 23267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -3184154.000000 Penalty: 3515.275391
	Iteration 1F: 3 clusters Score -3184154 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -3184506.250000 Penalty: 3515.275391
	Iteration 2Q: 3 clusters Score -3184506 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -3184949.250000 Penalty: 3515.275391
	Iteration 3Q: 3 clusters Score -3184949 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3185646.000000 Penalty: 3515.275391
	Iteration 4Q: 3 clusters Score -3185646 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -3186708.250000 Penalty: 3515.275391
	Iteration 5Q: 3 clusters Score -3186708 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -3188453.500000 Penalty: 3515.275391
	Iteration 6F: 3 clusters Score -3188454 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -3190982.750000 Penalty: 3515.275391
	Iteration 7F: 3 clusters Score -3190983 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3194219.500000 Penalty: 3515.275391
	Iteration 8F: 3 clusters Score -3194220 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -3197223.250000 Penalty: 3515.275391
	Iteration 9F: 3 clusters Score -3197223 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -3199166.250000 Penalty: 3515.275391
	Iteration 10Q: 3 clusters Score -3199166 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -3199998.250000 Penalty: 3515.275391
	Iteration 11Q: 3 clusters Score -3199998 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -3200412.250000 Penalty: 3515.275391
	Iteration 12Q: 3 clusters Score -3200412 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -3200725.250000 Penalty: 3515.275391
	Iteration 13Q: 3 clusters Score -3200725 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -3200964.750000 Penalty: 3515.275391
	Iteration 14Q: 3 clusters Score -3200965 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3201187.250000 Penalty: 3515.275391
	Iteration 15Q: 3 clusters Score -3201187 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3201378.000000 Penalty: 3515.275391
	Iteration 16Q: 3 clusters Score -3201378 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3201571.000000 Penalty: 3515.275391
	Iteration 17Q: 3 clusters Score -3201571 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -3201752.250000 Penalty: 3515.275391
	Iteration 18Q: 3 clusters Score -3201752 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -3201892.250000 Penalty: 3515.275391
	Iteration 19Q: 3 clusters Score -3201892 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -3202000.250000 Penalty: 3515.275391
	Iteration 20F: 3 clusters Score -3202000 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -3202078.500000 Penalty: 3515.275391
	Iteration 21Q: 3 clusters Score -3202078 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3202191.500000 Penalty: 3515.275391
	Iteration 22Q: 3 clusters Score -3202192 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3202281.000000 Penalty: 3515.275391
	Iteration 23Q: 3 clusters Score -3202281 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3202365.250000 Penalty: 3515.275391
	Iteration 24Q: 3 clusters Score -3202365 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3202446.500000 Penalty: 3515.275391
	Iteration 25Q: 3 clusters Score -3202446 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3202505.250000 Penalty: 3515.275391
	Iteration 26Q: 3 clusters Score -3202505 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3202569.000000 Penalty: 3515.275391
	Iteration 27Q: 3 clusters Score -3202569 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3202624.500000 Penalty: 3515.275391
	Iteration 28Q: 3 clusters Score -3202624 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3202678.750000 Penalty: 3515.275391
	Iteration 29Q: 3 clusters Score -3202679 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3202737.500000 Penalty: 3515.275391
	Iteration 30Q: 3 clusters Score -3202738 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3202801.750000 Penalty: 3515.275391
	Iteration 31Q: 3 clusters Score -3202802 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3202859.000000 Penalty: 3515.275391
	Iteration 32Q: 3 clusters Score -3202859 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3202895.500000 Penalty: 3515.275391
	Iteration 33Q: 3 clusters Score -3202896 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3202931.750000 Penalty: 3515.275391
	Iteration 34Q: 3 clusters Score -3202932 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3202969.000000 Penalty: 3515.275391
	Iteration 35Q: 3 clusters Score -3202969 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3202990.250000 Penalty: 3515.275391
	Iteration 36Q: 3 clusters Score -3202990 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3203022.000000 Penalty: 3515.275391
	Iteration 37Q: 3 clusters Score -3203022 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3203035.000000 Penalty: 3515.275391
	Iteration 38Q: 3 clusters Score -3203035 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3203060.500000 Penalty: 3515.275391
	Iteration 39Q: 3 clusters Score -3203060 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3203079.000000 Penalty: 3515.275391
	Iteration 40F: 3 clusters Score -3203079 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3203088.750000 Penalty: 3515.275391
	Iteration 41Q: 3 clusters Score -3203089 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3203101.250000 Penalty: 3515.275391
	Iteration 42Q: 3 clusters Score -3203101 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3203115.000000 Penalty: 3515.275391
	Iteration 43Q: 3 clusters Score -3203115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3203126.750000 Penalty: 3515.275391
	Iteration 44Q: 3 clusters Score -3203127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3203137.500000 Penalty: 3515.275391
	Iteration 45Q: 3 clusters Score -3203138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3203142.000000 Penalty: 3515.275391
	Iteration 46Q: 3 clusters Score -3203142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3203138.500000 Penalty: 3515.275391
	Iteration 47Q: 3 clusters Score -3203138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3203141.000000 Penalty: 3515.275391
	Iteration 48Q: 3 clusters Score -3203141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3203143.250000 Penalty: 3515.275391
	Iteration 49Q: 3 clusters Score -3203143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3203148.250000 Penalty: 3515.275391
	Iteration 50Q: 3 clusters Score -3203148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3203155.000000 Penalty: 3515.275391
	Iteration 51Q: 3 clusters Score -3203155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3203162.000000 Penalty: 3515.275391
	Iteration 52Q: 3 clusters Score -3203162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3203160.750000 Penalty: 3515.275391
	Iteration 53Q: 3 clusters Score -3203161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3203167.000000 Penalty: 3515.275391
	Iteration 54Q: 3 clusters Score -3203167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3203177.500000 Penalty: 3515.275391
	Iteration 55Q: 3 clusters Score -3203178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3203179.500000 Penalty: 3515.275391
	Iteration 56Q: 3 clusters Score -3203180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3203183.500000 Penalty: 3515.275391
	Iteration 57Q: 3 clusters Score -3203184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3203183.250000 Penalty: 3515.275391
	Iteration 58Q: 3 clusters Score -3203183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3203187.750000 Penalty: 3515.275391
	Iteration 59Q: 3 clusters Score -3203188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3203187.250000 Penalty: 3515.275391
	Iteration 60F: 3 clusters Score -3203187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3203189.250000 Penalty: 3515.275391
	Iteration 61Q: 3 clusters Score -3203189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3203186.750000 Penalty: 3515.275391
	Iteration 62Q: 3 clusters Score -3203187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3203184.750000 Penalty: 3515.275391
	Iteration 63Q: 3 clusters Score -3203185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3203187.750000 Penalty: 3515.275391
	Iteration 64Q: 3 clusters Score -3203188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3203189.750000 Penalty: 3515.275391
	Iteration 65Q: 3 clusters Score -3203190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3203189.750000 Penalty: 3515.275391
	Iteration 66F: 3 clusters Score -3203190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -145158.281250 Penalty: 1247.049805
	Iteration 0F: 2 clusters Score -145158.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -142968.375000 Penalty: 2494.099609
	Iteration 0F: 3 clusters Score -142968.4 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -143436.312500 Penalty: 2494.099609
	Iteration 1F: 3 clusters Score -143436.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -143527.031250 Penalty: 2494.099609
	Iteration 2F: 3 clusters Score -143527 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -143556.984375 Penalty: 2494.099609
	Iteration 3Q: 3 clusters Score -143557 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -143577.312500 Penalty: 2494.099609
	Iteration 4Q: 3 clusters Score -143577.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -143593.859375 Penalty: 2494.099609
	Iteration 5Q: 3 clusters Score -143593.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -143608.593750 Penalty: 2494.099609
	Iteration 6Q: 3 clusters Score -143608.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -143618.968750 Penalty: 2494.099609
	Iteration 7Q: 3 clusters Score -143619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -143632.046875 Penalty: 2494.099609
	Iteration 8Q: 3 clusters Score -143632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -143641.265625 Penalty: 2494.099609
	Iteration 9Q: 3 clusters Score -143641.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -143652.953125 Penalty: 2494.099609
	Iteration 10Q: 3 clusters Score -143653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -143662.546875 Penalty: 2494.099609
	Iteration 11Q: 3 clusters Score -143662.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -143670.625000 Penalty: 2494.099609
	Iteration 12Q: 3 clusters Score -143670.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -143675.125000 Penalty: 2494.099609
	Iteration 13Q: 3 clusters Score -143675.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -143679.062500 Penalty: 2494.099609
	Iteration 14Q: 3 clusters Score -143679.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -143684.046875 Penalty: 2494.099609
	Iteration 15Q: 3 clusters Score -143684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -143687.843750 Penalty: 2494.099609
	Iteration 16Q: 3 clusters Score -143687.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -143691.703125 Penalty: 2494.099609
	Iteration 17Q: 3 clusters Score -143691.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -143694.531250 Penalty: 2494.099609
	Iteration 18Q: 3 clusters Score -143694.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -143698.906250 Penalty: 2494.099609
	Iteration 19Q: 3 clusters Score -143698.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -143703.125000 Penalty: 2494.099609
	Iteration 20F: 3 clusters Score -143703.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -143707.437500 Penalty: 2494.099609
	Iteration 21Q: 3 clusters Score -143707.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -143710.250000 Penalty: 2494.099609
	Iteration 22Q: 3 clusters Score -143710.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -143712.468750 Penalty: 2494.099609
	Iteration 23Q: 3 clusters Score -143712.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -143712.937500 Penalty: 2494.099609
	Iteration 24Q: 3 clusters Score -143712.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -143712.968750 Penalty: 2494.099609
	Iteration 25Q: 3 clusters Score -143713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -143712.968750 Penalty: 2494.099609
	Iteration 26F: 3 clusters Score -143713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -116867.875000 Penalty: 1221.420410
	Iteration 0F: 2 clusters Score -116867.9 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 867 members 
Entering Unmasked Estep 
Score: -114870.539062 Penalty: 2442.840820
	Iteration 0F: 3 clusters Score -114870.5 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -115294.632812 Penalty: 2442.840820
	Iteration 1F: 3 clusters Score -115294.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -115382.515625 Penalty: 2442.840820
	Iteration 2F: 3 clusters Score -115382.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -115445.625000 Penalty: 2442.840820
	Iteration 3Q: 3 clusters Score -115445.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -115492.390625 Penalty: 2442.840820
	Iteration 4Q: 3 clusters Score -115492.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -115528.914062 Penalty: 2442.840820
	Iteration 5Q: 3 clusters Score -115528.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -115557.640625 Penalty: 2442.840820
	Iteration 6Q: 3 clusters Score -115557.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -115577.250000 Penalty: 2442.840820
	Iteration 7Q: 3 clusters Score -115577.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -115593.234375 Penalty: 2442.840820
	Iteration 8Q: 3 clusters Score -115593.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -115604.210938 Penalty: 2442.840820
	Iteration 9Q: 3 clusters Score -115604.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -115610.125000 Penalty: 2442.840820
	Iteration 10Q: 3 clusters Score -115610.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -115614.765625 Penalty: 2442.840820
	Iteration 11Q: 3 clusters Score -115614.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -115619.593750 Penalty: 2442.840820
	Iteration 12Q: 3 clusters Score -115619.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -115623.234375 Penalty: 2442.840820
	Iteration 13Q: 3 clusters Score -115623.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -115628.039062 Penalty: 2442.840820
	Iteration 14Q: 3 clusters Score -115628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -115634.578125 Penalty: 2442.840820
	Iteration 15Q: 3 clusters Score -115634.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -115641.578125 Penalty: 2442.840820
	Iteration 16Q: 3 clusters Score -115641.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -115647.578125 Penalty: 2442.840820
	Iteration 17Q: 3 clusters Score -115647.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -115653.273438 Penalty: 2442.840820
	Iteration 18Q: 3 clusters Score -115653.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -115657.750000 Penalty: 2442.840820
	Iteration 19Q: 3 clusters Score -115657.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -115660.546875 Penalty: 2442.840820
	Iteration 20F: 3 clusters Score -115660.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -115661.882812 Penalty: 2442.840820
	Iteration 21Q: 3 clusters Score -115661.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -115662.492188 Penalty: 2442.840820
	Iteration 22Q: 3 clusters Score -115662.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -115662.492188 Penalty: 2442.840820
	Iteration 23F: 3 clusters Score -115662.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Entering Unmasked Estep 
Score: -518511.531250 Penalty: 1464.412231
	Iteration 0F: 2 clusters Score -518511.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -512515.593750 Penalty: 2928.824463
	Iteration 0F: 3 clusters Score -512515.6 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -514301.156250 Penalty: 2928.824463
	Iteration 1F: 3 clusters Score -514301.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -514516.437500 Penalty: 2928.824463
	Iteration 2F: 3 clusters Score -514516.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -514705.062500 Penalty: 2928.824463
	Iteration 3F: 3 clusters Score -514705.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -514890.031250 Penalty: 2928.824463
	Iteration 4Q: 3 clusters Score -514890 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -515137.031250 Penalty: 2928.824463
	Iteration 5Q: 3 clusters Score -515137 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -515504.875000 Penalty: 2928.824463
	Iteration 6F: 3 clusters Score -515504.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -515949.781250 Penalty: 2928.824463
	Iteration 7F: 3 clusters Score -515949.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -516402.218750 Penalty: 2928.824463
	Iteration 8F: 3 clusters Score -516402.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -516795.843750 Penalty: 2928.824463
	Iteration 9F: 3 clusters Score -516795.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -517066.500000 Penalty: 2928.824463
	Iteration 10Q: 3 clusters Score -517066.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -517197.187500 Penalty: 2928.824463
	Iteration 11Q: 3 clusters Score -517197.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -517275.500000 Penalty: 2928.824463
	Iteration 12Q: 3 clusters Score -517275.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -517322.281250 Penalty: 2928.824463
	Iteration 13Q: 3 clusters Score -517322.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -517353.218750 Penalty: 2928.824463
	Iteration 14Q: 3 clusters Score -517353.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -517374.000000 Penalty: 2928.824463
	Iteration 15Q: 3 clusters Score -517374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -517390.875000 Penalty: 2928.824463
	Iteration 16Q: 3 clusters Score -517390.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -517404.843750 Penalty: 2928.824463
	Iteration 17Q: 3 clusters Score -517404.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -517411.843750 Penalty: 2928.824463
	Iteration 18Q: 3 clusters Score -517411.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -517418.031250 Penalty: 2928.824463
	Iteration 19Q: 3 clusters Score -517418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -517420.468750 Penalty: 2928.824463
	Iteration 20F: 3 clusters Score -517420.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -517425.656250 Penalty: 2928.824463
	Iteration 21Q: 3 clusters Score -517425.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -517432.062500 Penalty: 2928.824463
	Iteration 22Q: 3 clusters Score -517432.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -517437.906250 Penalty: 2928.824463
	Iteration 23Q: 3 clusters Score -517437.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -517440.375000 Penalty: 2928.824463
	Iteration 24Q: 3 clusters Score -517440.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -517441.312500 Penalty: 2928.824463
	Iteration 25Q: 3 clusters Score -517441.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -517440.968750 Penalty: 2928.824463
	Iteration 26Q: 3 clusters Score -517441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -517440.968750 Penalty: 2928.824463
	Iteration 27F: 3 clusters Score -517441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (130560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130560 members 
Entering Unmasked Estep 
Score: -8363664.500000 Penalty: 1914.182983
	Iteration 0F: 2 clusters Score -8363664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65213 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -8276375.000000 Penalty: 3828.365967
	Iteration 0F: 3 clusters Score -8276375 nChanged 62588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63311 members 
Mstep: Class 2 contains 67249 members 
Entering Unmasked Estep 
Score: -8313334.000000 Penalty: 3828.365967
	Iteration 1F: 3 clusters Score -8313334 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 68702 members 
Entering Unmasked Estep 
Score: -8314475.000000 Penalty: 3828.365967
	Iteration 2Q: 3 clusters Score -8314475 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 70900 members 
Entering Unmasked Estep 
Score: -8315997.000000 Penalty: 3828.365967
	Iteration 3Q: 3 clusters Score -8315997 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 74205 members 
Entering Unmasked Estep 
Score: -8318252.500000 Penalty: 3828.365967
	Iteration 4Q: 3 clusters Score -8318252 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51714 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -8321650.000000 Penalty: 3828.365967
	Iteration 5F: 3 clusters Score -8321650 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 84741 members 
Entering Unmasked Estep 
Score: -8326652.500000 Penalty: 3828.365967
	Iteration 6F: 3 clusters Score -8326652 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 91326 members 
Entering Unmasked Estep 
Score: -8333412.000000 Penalty: 3828.365967
	Iteration 7F: 3 clusters Score -8333412 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 97476 members 
Entering Unmasked Estep 
Score: -8340700.500000 Penalty: 3828.365967
	Iteration 8F: 3 clusters Score -8340700 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 102098 members 
Entering Unmasked Estep 
Score: -8346260.500000 Penalty: 3828.365967
	Iteration 9Q: 3 clusters Score -8346260 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 105442 members 
Entering Unmasked Estep 
Score: -8349301.000000 Penalty: 3828.365967
	Iteration 10Q: 3 clusters Score -8349301 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 108221 members 
Entering Unmasked Estep 
Score: -8351040.000000 Penalty: 3828.365967
	Iteration 11Q: 3 clusters Score -8351040 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 110790 members 
Entering Unmasked Estep 
Score: -8352444.500000 Penalty: 3828.365967
	Iteration 12Q: 3 clusters Score -8352444 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 113223 members 
Entering Unmasked Estep 
Score: -8353683.500000 Penalty: 3828.365967
	Iteration 13Q: 3 clusters Score -8353684 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 115471 members 
Entering Unmasked Estep 
Score: -8354921.000000 Penalty: 3828.365967
	Iteration 14Q: 3 clusters Score -8354921 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 117552 members 
Entering Unmasked Estep 
Score: -8355960.000000 Penalty: 3828.365967
	Iteration 15Q: 3 clusters Score -8355960 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 119455 members 
Entering Unmasked Estep 
Score: -8356995.000000 Penalty: 3828.365967
	Iteration 16Q: 3 clusters Score -8356995 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 121177 members 
Entering Unmasked Estep 
Score: -8357903.000000 Penalty: 3828.365967
	Iteration 17Q: 3 clusters Score -8357903 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 122698 members 
Entering Unmasked Estep 
Score: -8358764.000000 Penalty: 3828.365967
	Iteration 18Q: 3 clusters Score -8358764 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 123969 members 
Entering Unmasked Estep 
Score: -8359406.500000 Penalty: 3828.365967
	Iteration 19Q: 3 clusters Score -8359406 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 125033 members 
Entering Unmasked Estep 
Score: -8360027.500000 Penalty: 3828.365967
	Iteration 20F: 3 clusters Score -8360028 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 125919 members 
Entering Unmasked Estep 
Score: -8360454.000000 Penalty: 3828.365967
	Iteration 21Q: 3 clusters Score -8360454 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 126620 members 
Entering Unmasked Estep 
Score: -8360842.000000 Penalty: 3828.365967
	Iteration 22Q: 3 clusters Score -8360842 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 127202 members 
Entering Unmasked Estep 
Score: -8361136.500000 Penalty: 3828.365967
	Iteration 23Q: 3 clusters Score -8361136 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 127659 members 
Entering Unmasked Estep 
Score: -8361379.500000 Penalty: 3828.365967
	Iteration 24Q: 3 clusters Score -8361380 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 128001 members 
Entering Unmasked Estep 
Score: -8361510.500000 Penalty: 3828.365967
	Iteration 25Q: 3 clusters Score -8361510 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 128277 members 
Entering Unmasked Estep 
Score: -8361677.000000 Penalty: 3828.365967
	Iteration 26Q: 3 clusters Score -8361677 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 128494 members 
Entering Unmasked Estep 
Score: -8361771.500000 Penalty: 3828.365967
	Iteration 27Q: 3 clusters Score -8361772 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 128664 members 
Entering Unmasked Estep 
Score: -8361818.000000 Penalty: 3828.365967
	Iteration 28Q: 3 clusters Score -8361818 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 128803 members 
Entering Unmasked Estep 
Score: -8361880.500000 Penalty: 3828.365967
	Iteration 29Q: 3 clusters Score -8361880 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 128906 members 
Entering Unmasked Estep 
Score: -8361948.500000 Penalty: 3828.365967
	Iteration 30Q: 3 clusters Score -8361948 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 128980 members 
Entering Unmasked Estep 
Score: -8361982.000000 Penalty: 3828.365967
	Iteration 31Q: 3 clusters Score -8361982 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 129045 members 
Entering Unmasked Estep 
Score: -8361997.500000 Penalty: 3828.365967
	Iteration 32Q: 3 clusters Score -8361998 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 129112 members 
Entering Unmasked Estep 
Score: -8362028.000000 Penalty: 3828.365967
	Iteration 33Q: 3 clusters Score -8362028 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 129169 members 
Entering Unmasked Estep 
Score: -8362053.500000 Penalty: 3828.365967
	Iteration 34Q: 3 clusters Score -8362054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 129202 members 
Entering Unmasked Estep 
Score: -8362065.000000 Penalty: 3828.365967
	Iteration 35Q: 3 clusters Score -8362065 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 129239 members 
Entering Unmasked Estep 
Score: -8362080.500000 Penalty: 3828.365967
	Iteration 36Q: 3 clusters Score -8362080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 129269 members 
Entering Unmasked Estep 
Score: -8362083.500000 Penalty: 3828.365967
	Iteration 37Q: 3 clusters Score -8362084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 129304 members 
Entering Unmasked Estep 
Score: -8362108.500000 Penalty: 3828.365967
	Iteration 38Q: 3 clusters Score -8362108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 129335 members 
Entering Unmasked Estep 
Score: -8362115.500000 Penalty: 3828.365967
	Iteration 39Q: 3 clusters Score -8362116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 129368 members 
Entering Unmasked Estep 
Score: -8362120.000000 Penalty: 3828.365967
	Iteration 40F: 3 clusters Score -8362120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 129397 members 
Entering Unmasked Estep 
Score: -8362126.000000 Penalty: 3828.365967
	Iteration 41Q: 3 clusters Score -8362126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 129416 members 
Entering Unmasked Estep 
Score: -8362127.500000 Penalty: 3828.365967
	Iteration 42Q: 3 clusters Score -8362128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 129425 members 
Entering Unmasked Estep 
Score: -8362126.000000 Penalty: 3828.365967
	Iteration 43Q: 3 clusters Score -8362126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 129432 members 
Entering Unmasked Estep 
Score: -8362129.500000 Penalty: 3828.365967
	Iteration 44Q: 3 clusters Score -8362130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 129439 members 
Entering Unmasked Estep 
Score: -8362133.000000 Penalty: 3828.365967
	Iteration 45Q: 3 clusters Score -8362133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 129445 members 
Entering Unmasked Estep 
Score: -8362139.500000 Penalty: 3828.365967
	Iteration 46Q: 3 clusters Score -8362140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 129448 members 
Entering Unmasked Estep 
Score: -8362137.000000 Penalty: 3828.365967
	Iteration 47Q: 3 clusters Score -8362137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 129448 members 
Entering Unmasked Estep 
Score: -8362136.000000 Penalty: 3828.365967
	Iteration 48Q: 3 clusters Score -8362136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 129451 members 
Entering Unmasked Estep 
Score: -8362143.000000 Penalty: 3828.365967
	Iteration 49Q: 3 clusters Score -8362143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 129454 members 
Entering Unmasked Estep 
Score: -8362135.500000 Penalty: 3828.365967
	Iteration 50Q: 3 clusters Score -8362136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 129465 members 
Entering Unmasked Estep 
Score: -8362141.500000 Penalty: 3828.365967
	Iteration 51Q: 3 clusters Score -8362142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 129476 members 
Entering Unmasked Estep 
Score: -8362151.000000 Penalty: 3828.365967
	Iteration 52Q: 3 clusters Score -8362151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 129483 members 
Entering Unmasked Estep 
Score: -8362151.500000 Penalty: 3828.365967
	Iteration 53Q: 3 clusters Score -8362152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 129487 members 
Entering Unmasked Estep 
Score: -8362156.500000 Penalty: 3828.365967
	Iteration 54Q: 3 clusters Score -8362156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 129491 members 
Entering Unmasked Estep 
Score: -8362163.000000 Penalty: 3828.365967
	Iteration 55Q: 3 clusters Score -8362163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 129494 members 
Entering Unmasked Estep 
Score: -8362155.500000 Penalty: 3828.365967
	Iteration 56Q: 3 clusters Score -8362156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 129500 members 
Entering Unmasked Estep 
Score: -8362147.500000 Penalty: 3828.365967
	Iteration 57Q: 3 clusters Score -8362148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 129509 members 
Entering Unmasked Estep 
Score: -8362158.500000 Penalty: 3828.365967
	Iteration 58Q: 3 clusters Score -8362158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 129516 members 
Entering Unmasked Estep 
Score: -8362157.500000 Penalty: 3828.365967
	Iteration 59Q: 3 clusters Score -8362158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 129522 members 
Entering Unmasked Estep 
Score: -8362167.500000 Penalty: 3828.365967
	Iteration 60F: 3 clusters Score -8362168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 129526 members 
Entering Unmasked Estep 
Score: -8362179.500000 Penalty: 3828.365967
	Iteration 61Q: 3 clusters Score -8362180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 129532 members 
Entering Unmasked Estep 
Score: -8362181.000000 Penalty: 3828.365967
	Iteration 62Q: 3 clusters Score -8362181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 129539 members 
Entering Unmasked Estep 
Score: -8362180.500000 Penalty: 3828.365967
	Iteration 63Q: 3 clusters Score -8362180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 129544 members 
Entering Unmasked Estep 
Score: -8362178.500000 Penalty: 3828.365967
	Iteration 64Q: 3 clusters Score -8362178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 129545 members 
Entering Unmasked Estep 
Score: -8362174.000000 Penalty: 3828.365967
	Iteration 65Q: 3 clusters Score -8362174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 129549 members 
Entering Unmasked Estep 
Score: -8362172.500000 Penalty: 3828.365967
	Iteration 66Q: 3 clusters Score -8362172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 129549 members 
Entering Unmasked Estep 
Score: -8362172.500000 Penalty: 3828.365967
	Iteration 67Q: 3 clusters Score -8362172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 129550 members 
Entering Unmasked Estep 
Score: -8362176.500000 Penalty: 3828.365967
	Iteration 68Q: 3 clusters Score -8362176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 129550 members 
Entering Unmasked Estep 
Score: -8362176.500000 Penalty: 3828.365967
	Iteration 69F: 3 clusters Score -8362176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Entering Unmasked Estep 
Score: -204877.937500 Penalty: 1310.809814
	Iteration 0F: 2 clusters Score -204877.9 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 1578 members 
Entering Unmasked Estep 
Score: -202059.312500 Penalty: 2621.619629
	Iteration 0F: 3 clusters Score -202059.3 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -202719.500000 Penalty: 2621.619629
	Iteration 1F: 3 clusters Score -202719.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -202871.156250 Penalty: 2621.619629
	Iteration 2F: 3 clusters Score -202871.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -202980.796875 Penalty: 2621.619629
	Iteration 3F: 3 clusters Score -202980.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -203066.437500 Penalty: 2621.619629
	Iteration 4Q: 3 clusters Score -203066.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -203143.531250 Penalty: 2621.619629
	Iteration 5Q: 3 clusters Score -203143.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -203231.500000 Penalty: 2621.619629
	Iteration 6Q: 3 clusters Score -203231.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -203316.578125 Penalty: 2621.619629
	Iteration 7Q: 3 clusters Score -203316.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -203396.750000 Penalty: 2621.619629
	Iteration 8Q: 3 clusters Score -203396.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -203477.250000 Penalty: 2621.619629
	Iteration 9Q: 3 clusters Score -203477.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -203565.578125 Penalty: 2621.619629
	Iteration 10Q: 3 clusters Score -203565.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -203646.515625 Penalty: 2621.619629
	Iteration 11Q: 3 clusters Score -203646.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -203742.562500 Penalty: 2621.619629
	Iteration 12Q: 3 clusters Score -203742.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -203836.812500 Penalty: 2621.619629
	Iteration 13Q: 3 clusters Score -203836.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -203908.703125 Penalty: 2621.619629
	Iteration 14Q: 3 clusters Score -203908.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -203971.984375 Penalty: 2621.619629
	Iteration 15Q: 3 clusters Score -203972 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -204030.078125 Penalty: 2621.619629
	Iteration 16Q: 3 clusters Score -204030.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -204083.265625 Penalty: 2621.619629
	Iteration 17Q: 3 clusters Score -204083.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -204120.578125 Penalty: 2621.619629
	Iteration 18Q: 3 clusters Score -204120.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -204143.656250 Penalty: 2621.619629
	Iteration 19Q: 3 clusters Score -204143.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -204151.359375 Penalty: 2621.619629
	Iteration 20F: 3 clusters Score -204151.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -204158.406250 Penalty: 2621.619629
	Iteration 21Q: 3 clusters Score -204158.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -204160.828125 Penalty: 2621.619629
	Iteration 22Q: 3 clusters Score -204160.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -204163.359375 Penalty: 2621.619629
	Iteration 23Q: 3 clusters Score -204163.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -204165.375000 Penalty: 2621.619629
	Iteration 24Q: 3 clusters Score -204165.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -204166.531250 Penalty: 2621.619629
	Iteration 25Q: 3 clusters Score -204166.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -204166.421875 Penalty: 2621.619629
	Iteration 26Q: 3 clusters Score -204166.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -204167.109375 Penalty: 2621.619629
	Iteration 27Q: 3 clusters Score -204167.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -204167.937500 Penalty: 2621.619629
	Iteration 28Q: 3 clusters Score -204167.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -204167.937500 Penalty: 2621.619629
	Iteration 29F: 3 clusters Score -204167.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Entering Unmasked Estep 
Score: -197879.640625 Penalty: 1326.594116
	Iteration 0F: 2 clusters Score -197879.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -194865.453125 Penalty: 2653.188232
	Iteration 0F: 3 clusters Score -194865.5 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -195662.812500 Penalty: 2653.188232
	Iteration 1F: 3 clusters Score -195662.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -195858.453125 Penalty: 2653.188232
	Iteration 2F: 3 clusters Score -195858.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -196014.718750 Penalty: 2653.188232
	Iteration 3F: 3 clusters Score -196014.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -196211.703125 Penalty: 2653.188232
	Iteration 4F: 3 clusters Score -196211.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -196481.250000 Penalty: 2653.188232
	Iteration 5F: 3 clusters Score -196481.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -196776.078125 Penalty: 2653.188232
	Iteration 6F: 3 clusters Score -196776.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -197004.421875 Penalty: 2653.188232
	Iteration 7F: 3 clusters Score -197004.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -197178.968750 Penalty: 2653.188232
	Iteration 8Q: 3 clusters Score -197179 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -197329.156250 Penalty: 2653.188232
	Iteration 9Q: 3 clusters Score -197329.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -197422.437500 Penalty: 2653.188232
	Iteration 10Q: 3 clusters Score -197422.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -197469.031250 Penalty: 2653.188232
	Iteration 11Q: 3 clusters Score -197469 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -197491.171875 Penalty: 2653.188232
	Iteration 12Q: 3 clusters Score -197491.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -197500.484375 Penalty: 2653.188232
	Iteration 13Q: 3 clusters Score -197500.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -197507.703125 Penalty: 2653.188232
	Iteration 14Q: 3 clusters Score -197507.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -197511.640625 Penalty: 2653.188232
	Iteration 15Q: 3 clusters Score -197511.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -197514.578125 Penalty: 2653.188232
	Iteration 16Q: 3 clusters Score -197514.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -197517.906250 Penalty: 2653.188232
	Iteration 17Q: 3 clusters Score -197517.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -197518.671875 Penalty: 2653.188232
	Iteration 18Q: 3 clusters Score -197518.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -197520.875000 Penalty: 2653.188232
	Iteration 19Q: 3 clusters Score -197520.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -197522.281250 Penalty: 2653.188232
	Iteration 20F: 3 clusters Score -197522.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -197522.921875 Penalty: 2653.188232
	Iteration 21Q: 3 clusters Score -197522.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -197523.375000 Penalty: 2653.188232
	Iteration 22Q: 3 clusters Score -197523.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -197523.953125 Penalty: 2653.188232
	Iteration 23Q: 3 clusters Score -197524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -197524.234375 Penalty: 2653.188232
	Iteration 24Q: 3 clusters Score -197524.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -197524.234375 Penalty: 2653.188232
	Iteration 25F: 3 clusters Score -197524.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Entering Unmasked Estep 
Score: -950551.312500 Penalty: 1558.498657
	Iteration 0F: 2 clusters Score -950551.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -940430.000000 Penalty: 3116.997314
	Iteration 0F: 3 clusters Score -940430 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -943827.437500 Penalty: 3116.997314
	Iteration 1F: 3 clusters Score -943827.4 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -944095.000000 Penalty: 3116.997314
	Iteration 2Q: 3 clusters Score -944095 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -944374.062500 Penalty: 3116.997314
	Iteration 3Q: 3 clusters Score -944374.1 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -944744.687500 Penalty: 3116.997314
	Iteration 4Q: 3 clusters Score -944744.7 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -945255.062500 Penalty: 3116.997314
	Iteration 5F: 3 clusters Score -945255.1 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -945937.312500 Penalty: 3116.997314
	Iteration 6F: 3 clusters Score -945937.3 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -946717.062500 Penalty: 3116.997314
	Iteration 7F: 3 clusters Score -946717.1 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -947459.500000 Penalty: 3116.997314
	Iteration 8F: 3 clusters Score -947459.5 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -947946.250000 Penalty: 3116.997314
	Iteration 9Q: 3 clusters Score -947946.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -948221.750000 Penalty: 3116.997314
	Iteration 10Q: 3 clusters Score -948221.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -948375.687500 Penalty: 3116.997314
	Iteration 11Q: 3 clusters Score -948375.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -948480.625000 Penalty: 3116.997314
	Iteration 12Q: 3 clusters Score -948480.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -948550.562500 Penalty: 3116.997314
	Iteration 13Q: 3 clusters Score -948550.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -948611.437500 Penalty: 3116.997314
	Iteration 14Q: 3 clusters Score -948611.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -948666.500000 Penalty: 3116.997314
	Iteration 15Q: 3 clusters Score -948666.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -948718.875000 Penalty: 3116.997314
	Iteration 16Q: 3 clusters Score -948718.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -948760.750000 Penalty: 3116.997314
	Iteration 17Q: 3 clusters Score -948760.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -948796.812500 Penalty: 3116.997314
	Iteration 18Q: 3 clusters Score -948796.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -948829.687500 Penalty: 3116.997314
	Iteration 19Q: 3 clusters Score -948829.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -948862.562500 Penalty: 3116.997314
	Iteration 20F: 3 clusters Score -948862.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -948895.250000 Penalty: 3116.997314
	Iteration 21Q: 3 clusters Score -948895.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -948917.625000 Penalty: 3116.997314
	Iteration 22Q: 3 clusters Score -948917.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -948945.125000 Penalty: 3116.997314
	Iteration 23Q: 3 clusters Score -948945.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -948975.812500 Penalty: 3116.997314
	Iteration 24Q: 3 clusters Score -948975.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -949003.562500 Penalty: 3116.997314
	Iteration 25Q: 3 clusters Score -949003.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -949021.000000 Penalty: 3116.997314
	Iteration 26Q: 3 clusters Score -949021 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -949038.500000 Penalty: 3116.997314
	Iteration 27Q: 3 clusters Score -949038.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -949059.062500 Penalty: 3116.997314
	Iteration 28Q: 3 clusters Score -949059.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -949076.562500 Penalty: 3116.997314
	Iteration 29Q: 3 clusters Score -949076.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -949092.375000 Penalty: 3116.997314
	Iteration 30Q: 3 clusters Score -949092.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -949112.125000 Penalty: 3116.997314
	Iteration 31Q: 3 clusters Score -949112.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -949128.062500 Penalty: 3116.997314
	Iteration 32Q: 3 clusters Score -949128.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -949146.500000 Penalty: 3116.997314
	Iteration 33Q: 3 clusters Score -949146.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -949157.937500 Penalty: 3116.997314
	Iteration 34Q: 3 clusters Score -949157.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -949173.187500 Penalty: 3116.997314
	Iteration 35Q: 3 clusters Score -949173.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -949178.625000 Penalty: 3116.997314
	Iteration 36Q: 3 clusters Score -949178.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -949187.937500 Penalty: 3116.997314
	Iteration 37Q: 3 clusters Score -949187.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -949202.375000 Penalty: 3116.997314
	Iteration 38Q: 3 clusters Score -949202.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -949214.937500 Penalty: 3116.997314
	Iteration 39Q: 3 clusters Score -949214.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -949228.625000 Penalty: 3116.997314
	Iteration 40F: 3 clusters Score -949228.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -949231.125000 Penalty: 3116.997314
	Iteration 41Q: 3 clusters Score -949231.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -949243.625000 Penalty: 3116.997314
	Iteration 42Q: 3 clusters Score -949243.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -949254.812500 Penalty: 3116.997314
	Iteration 43Q: 3 clusters Score -949254.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -949261.937500 Penalty: 3116.997314
	Iteration 44Q: 3 clusters Score -949261.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -949269.125000 Penalty: 3116.997314
	Iteration 45Q: 3 clusters Score -949269.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -949278.562500 Penalty: 3116.997314
	Iteration 46Q: 3 clusters Score -949278.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -949289.812500 Penalty: 3116.997314
	Iteration 47Q: 3 clusters Score -949289.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -949297.437500 Penalty: 3116.997314
	Iteration 48Q: 3 clusters Score -949297.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -949308.125000 Penalty: 3116.997314
	Iteration 49Q: 3 clusters Score -949308.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -949315.625000 Penalty: 3116.997314
	Iteration 50Q: 3 clusters Score -949315.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -949325.687500 Penalty: 3116.997314
	Iteration 51Q: 3 clusters Score -949325.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -949333.062500 Penalty: 3116.997314
	Iteration 52Q: 3 clusters Score -949333.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -949340.375000 Penalty: 3116.997314
	Iteration 53Q: 3 clusters Score -949340.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -949343.062500 Penalty: 3116.997314
	Iteration 54Q: 3 clusters Score -949343.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -949346.437500 Penalty: 3116.997314
	Iteration 55Q: 3 clusters Score -949346.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -949349.375000 Penalty: 3116.997314
	Iteration 56Q: 3 clusters Score -949349.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -949350.812500 Penalty: 3116.997314
	Iteration 57Q: 3 clusters Score -949350.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -949352.750000 Penalty: 3116.997314
	Iteration 58Q: 3 clusters Score -949352.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -949352.312500 Penalty: 3116.997314
	Iteration 59Q: 3 clusters Score -949352.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -949356.000000 Penalty: 3116.997314
	Iteration 60F: 3 clusters Score -949356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -949361.687500 Penalty: 3116.997314
	Iteration 61Q: 3 clusters Score -949361.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -949364.625000 Penalty: 3116.997314
	Iteration 62Q: 3 clusters Score -949364.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -949367.562500 Penalty: 3116.997314
	Iteration 63Q: 3 clusters Score -949367.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -949368.812500 Penalty: 3116.997314
	Iteration 64Q: 3 clusters Score -949368.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -949374.625000 Penalty: 3116.997314
	Iteration 65Q: 3 clusters Score -949374.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -949375.250000 Penalty: 3116.997314
	Iteration 66Q: 3 clusters Score -949375.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -949378.750000 Penalty: 3116.997314
	Iteration 67Q: 3 clusters Score -949378.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -949382.187500 Penalty: 3116.997314
	Iteration 68Q: 3 clusters Score -949382.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -949383.875000 Penalty: 3116.997314
	Iteration 69Q: 3 clusters Score -949383.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -949386.437500 Penalty: 3116.997314
	Iteration 70Q: 3 clusters Score -949386.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -949387.937500 Penalty: 3116.997314
	Iteration 71Q: 3 clusters Score -949387.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -949390.937500 Penalty: 3116.997314
	Iteration 72Q: 3 clusters Score -949390.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -949393.375000 Penalty: 3116.997314
	Iteration 73Q: 3 clusters Score -949393.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -949400.437500 Penalty: 3116.997314
	Iteration 74Q: 3 clusters Score -949400.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -949406.375000 Penalty: 3116.997314
	Iteration 75Q: 3 clusters Score -949406.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -949416.875000 Penalty: 3116.997314
	Iteration 76Q: 3 clusters Score -949416.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -949423.000000 Penalty: 3116.997314
	Iteration 77Q: 3 clusters Score -949423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -949429.250000 Penalty: 3116.997314
	Iteration 78Q: 3 clusters Score -949429.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -949436.562500 Penalty: 3116.997314
	Iteration 79Q: 3 clusters Score -949436.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -949443.375000 Penalty: 3116.997314
	Iteration 80F: 3 clusters Score -949443.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -949443.750000 Penalty: 3116.997314
	Iteration 81Q: 3 clusters Score -949443.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -949444.500000 Penalty: 3116.997314
	Iteration 82Q: 3 clusters Score -949444.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -949445.750000 Penalty: 3116.997314
	Iteration 83Q: 3 clusters Score -949445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -949447.250000 Penalty: 3116.997314
	Iteration 84Q: 3 clusters Score -949447.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -949448.687500 Penalty: 3116.997314
	Iteration 85Q: 3 clusters Score -949448.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -949448.000000 Penalty: 3116.997314
	Iteration 86Q: 3 clusters Score -949448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -949449.062500 Penalty: 3116.997314
	Iteration 87Q: 3 clusters Score -949449.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -949451.062500 Penalty: 3116.997314
	Iteration 88Q: 3 clusters Score -949451.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -949451.250000 Penalty: 3116.997314
	Iteration 89Q: 3 clusters Score -949451.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -949451.250000 Penalty: 3116.997314
	Iteration 90F: 3 clusters Score -949451.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -59896.242188 Penalty: 1119.723999
	Iteration 0F: 2 clusters Score -59896.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -58488.574219 Penalty: 2239.447998
	Iteration 0F: 3 clusters Score -58488.57 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -58752.269531 Penalty: 2239.447998
	Iteration 1F: 3 clusters Score -58752.27 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -58831.082031 Penalty: 2239.447998
	Iteration 2F: 3 clusters Score -58831.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -58866.347656 Penalty: 2239.447998
	Iteration 3Q: 3 clusters Score -58866.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -58882.117188 Penalty: 2239.447998
	Iteration 4Q: 3 clusters Score -58882.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -58891.917969 Penalty: 2239.447998
	Iteration 5Q: 3 clusters Score -58891.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -58899.777344 Penalty: 2239.447998
	Iteration 6Q: 3 clusters Score -58899.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -58904.742188 Penalty: 2239.447998
	Iteration 7Q: 3 clusters Score -58904.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -58908.523438 Penalty: 2239.447998
	Iteration 8Q: 3 clusters Score -58908.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -58911.144531 Penalty: 2239.447998
	Iteration 9Q: 3 clusters Score -58911.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -58911.828125 Penalty: 2239.447998
	Iteration 10Q: 3 clusters Score -58911.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -58911.828125 Penalty: 2239.447998
	Iteration 11F: 3 clusters Score -58911.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (357766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357766 members 
Entering Unmasked Estep 
Score: -22197592.000000 Penalty: 2077.990723
	Iteration 0F: 2 clusters Score -2.219759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178436 members 
Mstep: Class 2 contains 179330 members 
Entering Unmasked Estep 
Score: -21956098.000000 Penalty: 4155.981445
	Iteration 0F: 3 clusters Score -2.19561e+07 nChanged 174420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171276 members 
Mstep: Class 2 contains 186490 members 
Entering Unmasked Estep 
Score: -22062846.000000 Penalty: 4155.981445
	Iteration 1F: 3 clusters Score -2.206285e+07 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166777 members 
Mstep: Class 2 contains 190989 members 
Entering Unmasked Estep 
Score: -22065674.000000 Penalty: 4155.981445
	Iteration 2Q: 3 clusters Score -2.206567e+07 nChanged 12572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159705 members 
Mstep: Class 2 contains 198061 members 
Entering Unmasked Estep 
Score: -22070160.000000 Penalty: 4155.981445
	Iteration 3Q: 3 clusters Score -2.207016e+07 nChanged 15324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149069 members 
Mstep: Class 2 contains 208697 members 
Entering Unmasked Estep 
Score: -22077614.000000 Penalty: 4155.981445
	Iteration 4Q: 3 clusters Score -2.207761e+07 nChanged 18676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134187 members 
Mstep: Class 2 contains 223579 members 
Entering Unmasked Estep 
Score: -22089100.000000 Penalty: 4155.981445
	Iteration 5F: 3 clusters Score -2.20891e+07 nChanged 22075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115502 members 
Mstep: Class 2 contains 242264 members 
Entering Unmasked Estep 
Score: -22105548.000000 Penalty: 4155.981445
	Iteration 6F: 3 clusters Score -2.210555e+07 nChanged 23163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95479 members 
Mstep: Class 2 contains 262287 members 
Entering Unmasked Estep 
Score: -22123598.000000 Penalty: 4155.981445
	Iteration 7F: 3 clusters Score -2.21236e+07 nChanged 20799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77506 members 
Mstep: Class 2 contains 280260 members 
Entering Unmasked Estep 
Score: -22138896.000000 Penalty: 4155.981445
	Iteration 8F: 3 clusters Score -2.21389e+07 nChanged 16933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 295107 members 
Entering Unmasked Estep 
Score: -22150760.000000 Penalty: 4155.981445
	Iteration 9Q: 3 clusters Score -2.215076e+07 nChanged 13343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 307220 members 
Entering Unmasked Estep 
Score: -22159438.000000 Penalty: 4155.981445
	Iteration 10Q: 3 clusters Score -2.215944e+07 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 317508 members 
Entering Unmasked Estep 
Score: -22166478.000000 Penalty: 4155.981445
	Iteration 11Q: 3 clusters Score -2.216648e+07 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 326420 members 
Entering Unmasked Estep 
Score: -22172482.000000 Penalty: 4155.981445
	Iteration 12Q: 3 clusters Score -2.217248e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 334298 members 
Entering Unmasked Estep 
Score: -22177796.000000 Penalty: 4155.981445
	Iteration 13Q: 3 clusters Score -2.21778e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 341302 members 
Entering Unmasked Estep 
Score: -22182978.000000 Penalty: 4155.981445
	Iteration 14Q: 3 clusters Score -2.218298e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 347201 members 
Entering Unmasked Estep 
Score: -22187760.000000 Penalty: 4155.981445
	Iteration 15Q: 3 clusters Score -2.218776e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 351721 members 
Entering Unmasked Estep 
Score: -22191324.000000 Penalty: 4155.981445
	Iteration 16Q: 3 clusters Score -2.219132e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 354550 members 
Entering Unmasked Estep 
Score: -22193588.000000 Penalty: 4155.981445
	Iteration 17Q: 3 clusters Score -2.219359e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 356070 members 
Entering Unmasked Estep 
Score: -22194648.000000 Penalty: 4155.981445
	Iteration 18Q: 3 clusters Score -2.219465e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 356804 members 
Entering Unmasked Estep 
Score: -22195142.000000 Penalty: 4155.981445
	Iteration 19Q: 3 clusters Score -2.219514e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 357126 members 
Entering Unmasked Estep 
Score: -22195406.000000 Penalty: 4155.981445
	Iteration 20F: 3 clusters Score -2.219541e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 357271 members 
Entering Unmasked Estep 
Score: -22195520.000000 Penalty: 4155.981445
	Iteration 21Q: 3 clusters Score -2.219552e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 357346 members 
Entering Unmasked Estep 
Score: -22195570.000000 Penalty: 4155.981445
	Iteration 22Q: 3 clusters Score -2.219557e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 357395 members 
Entering Unmasked Estep 
Score: -22195620.000000 Penalty: 4155.981445
	Iteration 23Q: 3 clusters Score -2.219562e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 357423 members 
Entering Unmasked Estep 
Score: -22195638.000000 Penalty: 4155.981445
	Iteration 24Q: 3 clusters Score -2.219564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 357439 members 
Entering Unmasked Estep 
Score: -22195668.000000 Penalty: 4155.981445
	Iteration 25Q: 3 clusters Score -2.219567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 357445 members 
Entering Unmasked Estep 
Score: -22195662.000000 Penalty: 4155.981445
	Iteration 26Q: 3 clusters Score -2.219566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 357454 members 
Entering Unmasked Estep 
Score: -22195666.000000 Penalty: 4155.981445
	Iteration 27Q: 3 clusters Score -2.219567e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 357463 members 
Entering Unmasked Estep 
Score: -22195684.000000 Penalty: 4155.981445
	Iteration 28Q: 3 clusters Score -2.219568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 357472 members 
Entering Unmasked Estep 
Score: -22195692.000000 Penalty: 4155.981445
	Iteration 29Q: 3 clusters Score -2.219569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 357476 members 
Entering Unmasked Estep 
Score: -22195702.000000 Penalty: 4155.981445
	Iteration 30Q: 3 clusters Score -2.21957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 357480 members 
Entering Unmasked Estep 
Score: -22195702.000000 Penalty: 4155.981445
	Iteration 31Q: 3 clusters Score -2.21957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 357479 members 
Entering Unmasked Estep 
Score: -22195702.000000 Penalty: 4155.981445
	Iteration 32Q: 3 clusters Score -2.21957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 357480 members 
Entering Unmasked Estep 
Score: -22195704.000000 Penalty: 4155.981445
	Iteration 33Q: 3 clusters Score -2.21957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 357482 members 
Entering Unmasked Estep 
Score: -22195712.000000 Penalty: 4155.981445
	Iteration 34Q: 3 clusters Score -2.219571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 357482 members 
Entering Unmasked Estep 
Score: -22195712.000000 Penalty: 4155.981445
	Iteration 35F: 3 clusters Score -2.219571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Entering Unmasked Estep 
Score: -1633782.250000 Penalty: 1649.196411
	Iteration 0F: 2 clusters Score -1633782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1616594.000000 Penalty: 3298.392822
	Iteration 0F: 3 clusters Score -1616594 nChanged 11608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1622987.000000 Penalty: 3298.392822
	Iteration 1F: 3 clusters Score -1622987 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1623375.625000 Penalty: 3298.392822
	Iteration 2Q: 3 clusters Score -1623376 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1623769.375000 Penalty: 3298.392822
	Iteration 3Q: 3 clusters Score -1623769 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1624258.000000 Penalty: 3298.392822
	Iteration 4Q: 3 clusters Score -1624258 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1624913.375000 Penalty: 3298.392822
	Iteration 5Q: 3 clusters Score -1624913 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1625789.875000 Penalty: 3298.392822
	Iteration 6F: 3 clusters Score -1625790 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1626817.000000 Penalty: 3298.392822
	Iteration 7F: 3 clusters Score -1626817 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1627891.375000 Penalty: 3298.392822
	Iteration 8F: 3 clusters Score -1627891 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -1628758.875000 Penalty: 3298.392822
	Iteration 9F: 3 clusters Score -1628759 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1629394.625000 Penalty: 3298.392822
	Iteration 10Q: 3 clusters Score -1629395 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -1629742.625000 Penalty: 3298.392822
	Iteration 11Q: 3 clusters Score -1629743 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -1629962.125000 Penalty: 3298.392822
	Iteration 12Q: 3 clusters Score -1629962 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -1630148.375000 Penalty: 3298.392822
	Iteration 13Q: 3 clusters Score -1630148 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -1630337.500000 Penalty: 3298.392822
	Iteration 14Q: 3 clusters Score -1630338 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -1630539.125000 Penalty: 3298.392822
	Iteration 15Q: 3 clusters Score -1630539 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -1630771.750000 Penalty: 3298.392822
	Iteration 16Q: 3 clusters Score -1630772 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -1630983.125000 Penalty: 3298.392822
	Iteration 17Q: 3 clusters Score -1630983 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -1631172.875000 Penalty: 3298.392822
	Iteration 18Q: 3 clusters Score -1631173 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -1631307.000000 Penalty: 3298.392822
	Iteration 19Q: 3 clusters Score -1631307 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -1631417.375000 Penalty: 3298.392822
	Iteration 20F: 3 clusters Score -1631417 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -1631495.500000 Penalty: 3298.392822
	Iteration 21Q: 3 clusters Score -1631496 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -1631562.625000 Penalty: 3298.392822
	Iteration 22Q: 3 clusters Score -1631563 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -1631622.875000 Penalty: 3298.392822
	Iteration 23Q: 3 clusters Score -1631623 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -1631686.000000 Penalty: 3298.392822
	Iteration 24Q: 3 clusters Score -1631686 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -1631743.500000 Penalty: 3298.392822
	Iteration 25Q: 3 clusters Score -1631744 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -1631780.375000 Penalty: 3298.392822
	Iteration 26Q: 3 clusters Score -1631780 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -1631825.625000 Penalty: 3298.392822
	Iteration 27Q: 3 clusters Score -1631826 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -1631858.500000 Penalty: 3298.392822
	Iteration 28Q: 3 clusters Score -1631858 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -1631896.500000 Penalty: 3298.392822
	Iteration 29Q: 3 clusters Score -1631896 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -1631937.375000 Penalty: 3298.392822
	Iteration 30Q: 3 clusters Score -1631937 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -1631972.125000 Penalty: 3298.392822
	Iteration 31Q: 3 clusters Score -1631972 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -1632002.125000 Penalty: 3298.392822
	Iteration 32Q: 3 clusters Score -1632002 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -1632028.750000 Penalty: 3298.392822
	Iteration 33Q: 3 clusters Score -1632029 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -1632066.500000 Penalty: 3298.392822
	Iteration 34Q: 3 clusters Score -1632066 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -1632116.375000 Penalty: 3298.392822
	Iteration 35Q: 3 clusters Score -1632116 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -1632147.375000 Penalty: 3298.392822
	Iteration 36Q: 3 clusters Score -1632147 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -1632172.375000 Penalty: 3298.392822
	Iteration 37Q: 3 clusters Score -1632172 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -1632201.500000 Penalty: 3298.392822
	Iteration 38Q: 3 clusters Score -1632202 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -1632229.000000 Penalty: 3298.392822
	Iteration 39Q: 3 clusters Score -1632229 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -1632258.750000 Penalty: 3298.392822
	Iteration 40F: 3 clusters Score -1632259 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -1632282.875000 Penalty: 3298.392822
	Iteration 41Q: 3 clusters Score -1632283 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -1632302.125000 Penalty: 3298.392822
	Iteration 42Q: 3 clusters Score -1632302 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -1632321.125000 Penalty: 3298.392822
	Iteration 43Q: 3 clusters Score -1632321 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -1632332.875000 Penalty: 3298.392822
	Iteration 44Q: 3 clusters Score -1632333 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -1632343.750000 Penalty: 3298.392822
	Iteration 45Q: 3 clusters Score -1632344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -1632352.625000 Penalty: 3298.392822
	Iteration 46Q: 3 clusters Score -1632353 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -1632367.625000 Penalty: 3298.392822
	Iteration 47Q: 3 clusters Score -1632368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -1632381.875000 Penalty: 3298.392822
	Iteration 48Q: 3 clusters Score -1632382 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -1632396.625000 Penalty: 3298.392822
	Iteration 49Q: 3 clusters Score -1632397 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -1632416.875000 Penalty: 3298.392822
	Iteration 50Q: 3 clusters Score -1632417 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -1632427.375000 Penalty: 3298.392822
	Iteration 51Q: 3 clusters Score -1632427 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -1632445.250000 Penalty: 3298.392822
	Iteration 52Q: 3 clusters Score -1632445 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -1632461.750000 Penalty: 3298.392822
	Iteration 53Q: 3 clusters Score -1632462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -1632477.000000 Penalty: 3298.392822
	Iteration 54Q: 3 clusters Score -1632477 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -1632486.375000 Penalty: 3298.392822
	Iteration 55Q: 3 clusters Score -1632486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -1632500.375000 Penalty: 3298.392822
	Iteration 56Q: 3 clusters Score -1632500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -1632512.000000 Penalty: 3298.392822
	Iteration 57Q: 3 clusters Score -1632512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -1632520.250000 Penalty: 3298.392822
	Iteration 58Q: 3 clusters Score -1632520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -1632532.625000 Penalty: 3298.392822
	Iteration 59Q: 3 clusters Score -1632533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -1632540.375000 Penalty: 3298.392822
	Iteration 60F: 3 clusters Score -1632540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -1632543.125000 Penalty: 3298.392822
	Iteration 61Q: 3 clusters Score -1632543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -1632547.375000 Penalty: 3298.392822
	Iteration 62Q: 3 clusters Score -1632547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -1632553.375000 Penalty: 3298.392822
	Iteration 63Q: 3 clusters Score -1632553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -1632554.500000 Penalty: 3298.392822
	Iteration 64Q: 3 clusters Score -1632554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -1632557.000000 Penalty: 3298.392822
	Iteration 65Q: 3 clusters Score -1632557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -1632563.250000 Penalty: 3298.392822
	Iteration 66Q: 3 clusters Score -1632563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -1632572.750000 Penalty: 3298.392822
	Iteration 67Q: 3 clusters Score -1632573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -1632573.125000 Penalty: 3298.392822
	Iteration 68Q: 3 clusters Score -1632573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -1632578.875000 Penalty: 3298.392822
	Iteration 69Q: 3 clusters Score -1632579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -1632582.750000 Penalty: 3298.392822
	Iteration 70Q: 3 clusters Score -1632583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -1632588.125000 Penalty: 3298.392822
	Iteration 71Q: 3 clusters Score -1632588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -1632592.750000 Penalty: 3298.392822
	Iteration 72Q: 3 clusters Score -1632593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -1632598.875000 Penalty: 3298.392822
	Iteration 73Q: 3 clusters Score -1632599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -1632600.750000 Penalty: 3298.392822
	Iteration 74Q: 3 clusters Score -1632601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -1632604.000000 Penalty: 3298.392822
	Iteration 75Q: 3 clusters Score -1632604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -1632608.875000 Penalty: 3298.392822
	Iteration 76Q: 3 clusters Score -1632609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -1632613.125000 Penalty: 3298.392822
	Iteration 77Q: 3 clusters Score -1632613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -1632617.875000 Penalty: 3298.392822
	Iteration 78Q: 3 clusters Score -1632618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -1632623.125000 Penalty: 3298.392822
	Iteration 79Q: 3 clusters Score -1632623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -1632628.000000 Penalty: 3298.392822
	Iteration 80F: 3 clusters Score -1632628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -1632629.625000 Penalty: 3298.392822
	Iteration 81Q: 3 clusters Score -1632630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -1632630.500000 Penalty: 3298.392822
	Iteration 82Q: 3 clusters Score -1632630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -1632632.000000 Penalty: 3298.392822
	Iteration 83Q: 3 clusters Score -1632632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -1632637.375000 Penalty: 3298.392822
	Iteration 84Q: 3 clusters Score -1632637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -1632642.875000 Penalty: 3298.392822
	Iteration 85Q: 3 clusters Score -1632643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -1632643.375000 Penalty: 3298.392822
	Iteration 86Q: 3 clusters Score -1632643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -1632643.875000 Penalty: 3298.392822
	Iteration 87Q: 3 clusters Score -1632644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -1632643.875000 Penalty: 3298.392822
	Iteration 88F: 3 clusters Score -1632644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Entering Unmasked Estep 
Score: -801720.875000 Penalty: 1533.175049
	Iteration 0F: 2 clusters Score -801720.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -792858.562500 Penalty: 3066.350098
	Iteration 0F: 3 clusters Score -792858.6 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -795907.812500 Penalty: 3066.350098
	Iteration 1F: 3 clusters Score -795907.8 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -796186.687500 Penalty: 3066.350098
	Iteration 2F: 3 clusters Score -796186.7 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -796449.875000 Penalty: 3066.350098
	Iteration 3F: 3 clusters Score -796449.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -796739.125000 Penalty: 3066.350098
	Iteration 4F: 3 clusters Score -796739.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -797076.500000 Penalty: 3066.350098
	Iteration 5Q: 3 clusters Score -797076.5 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -797513.875000 Penalty: 3066.350098
	Iteration 6F: 3 clusters Score -797513.9 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -798078.000000 Penalty: 3066.350098
	Iteration 7F: 3 clusters Score -798078 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -798689.375000 Penalty: 3066.350098
	Iteration 8F: 3 clusters Score -798689.4 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -799286.375000 Penalty: 3066.350098
	Iteration 9F: 3 clusters Score -799286.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -799766.812500 Penalty: 3066.350098
	Iteration 10Q: 3 clusters Score -799766.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -800065.687500 Penalty: 3066.350098
	Iteration 11Q: 3 clusters Score -800065.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -800221.937500 Penalty: 3066.350098
	Iteration 12Q: 3 clusters Score -800221.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -800309.000000 Penalty: 3066.350098
	Iteration 13Q: 3 clusters Score -800309 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -800356.562500 Penalty: 3066.350098
	Iteration 14Q: 3 clusters Score -800356.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -800379.312500 Penalty: 3066.350098
	Iteration 15Q: 3 clusters Score -800379.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -800391.187500 Penalty: 3066.350098
	Iteration 16Q: 3 clusters Score -800391.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -800402.437500 Penalty: 3066.350098
	Iteration 17Q: 3 clusters Score -800402.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -800405.000000 Penalty: 3066.350098
	Iteration 18Q: 3 clusters Score -800405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -800410.750000 Penalty: 3066.350098
	Iteration 19Q: 3 clusters Score -800410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -800413.000000 Penalty: 3066.350098
	Iteration 20F: 3 clusters Score -800413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Entering Unmasked Estep 
Score: -1100981.875000 Penalty: 1594.250000
	Iteration 0F: 2 clusters Score -1100982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1088503.375000 Penalty: 3188.500000
	Iteration 0F: 3 clusters Score -1088503 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1092988.500000 Penalty: 3188.500000
	Iteration 1F: 3 clusters Score -1092988 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1093322.375000 Penalty: 3188.500000
	Iteration 2F: 3 clusters Score -1093322 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1093690.125000 Penalty: 3188.500000
	Iteration 3Q: 3 clusters Score -1093690 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1094124.625000 Penalty: 3188.500000
	Iteration 4Q: 3 clusters Score -1094125 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1094618.000000 Penalty: 3188.500000
	Iteration 5F: 3 clusters Score -1094618 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1095096.750000 Penalty: 3188.500000
	Iteration 6Q: 3 clusters Score -1095097 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1095611.000000 Penalty: 3188.500000
	Iteration 7F: 3 clusters Score -1095611 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1096092.625000 Penalty: 3188.500000
	Iteration 8Q: 3 clusters Score -1096093 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1096482.875000 Penalty: 3188.500000
	Iteration 9Q: 3 clusters Score -1096483 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1096720.500000 Penalty: 3188.500000
	Iteration 10Q: 3 clusters Score -1096720 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1096860.125000 Penalty: 3188.500000
	Iteration 11Q: 3 clusters Score -1096860 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1096943.875000 Penalty: 3188.500000
	Iteration 12Q: 3 clusters Score -1096944 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1097019.125000 Penalty: 3188.500000
	Iteration 13Q: 3 clusters Score -1097019 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1097075.000000 Penalty: 3188.500000
	Iteration 14Q: 3 clusters Score -1097075 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1097137.500000 Penalty: 3188.500000
	Iteration 15Q: 3 clusters Score -1097138 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1097188.125000 Penalty: 3188.500000
	Iteration 16Q: 3 clusters Score -1097188 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1097236.250000 Penalty: 3188.500000
	Iteration 17Q: 3 clusters Score -1097236 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1097292.625000 Penalty: 3188.500000
	Iteration 18Q: 3 clusters Score -1097293 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1097336.625000 Penalty: 3188.500000
	Iteration 19Q: 3 clusters Score -1097337 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1097385.000000 Penalty: 3188.500000
	Iteration 20F: 3 clusters Score -1097385 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1097441.500000 Penalty: 3188.500000
	Iteration 21Q: 3 clusters Score -1097442 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1097504.000000 Penalty: 3188.500000
	Iteration 22Q: 3 clusters Score -1097504 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1097569.250000 Penalty: 3188.500000
	Iteration 23Q: 3 clusters Score -1097569 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1097628.750000 Penalty: 3188.500000
	Iteration 24Q: 3 clusters Score -1097629 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1097711.500000 Penalty: 3188.500000
	Iteration 25Q: 3 clusters Score -1097712 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1097814.375000 Penalty: 3188.500000
	Iteration 26Q: 3 clusters Score -1097814 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1097917.500000 Penalty: 3188.500000
	Iteration 27Q: 3 clusters Score -1097918 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1098035.250000 Penalty: 3188.500000
	Iteration 28Q: 3 clusters Score -1098035 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1098127.000000 Penalty: 3188.500000
	Iteration 29Q: 3 clusters Score -1098127 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1098232.125000 Penalty: 3188.500000
	Iteration 30Q: 3 clusters Score -1098232 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1098336.250000 Penalty: 3188.500000
	Iteration 31Q: 3 clusters Score -1098336 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1098434.375000 Penalty: 3188.500000
	Iteration 32Q: 3 clusters Score -1098434 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1098541.375000 Penalty: 3188.500000
	Iteration 33Q: 3 clusters Score -1098541 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1098635.125000 Penalty: 3188.500000
	Iteration 34Q: 3 clusters Score -1098635 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1098734.500000 Penalty: 3188.500000
	Iteration 35Q: 3 clusters Score -1098734 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1098820.375000 Penalty: 3188.500000
	Iteration 36Q: 3 clusters Score -1098820 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1098901.500000 Penalty: 3188.500000
	Iteration 37Q: 3 clusters Score -1098902 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1098970.875000 Penalty: 3188.500000
	Iteration 38Q: 3 clusters Score -1098971 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1099029.375000 Penalty: 3188.500000
	Iteration 39Q: 3 clusters Score -1099029 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1099086.625000 Penalty: 3188.500000
	Iteration 40F: 3 clusters Score -1099087 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1099140.750000 Penalty: 3188.500000
	Iteration 41Q: 3 clusters Score -1099141 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1099188.875000 Penalty: 3188.500000
	Iteration 42Q: 3 clusters Score -1099189 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1099233.250000 Penalty: 3188.500000
	Iteration 43Q: 3 clusters Score -1099233 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1099267.500000 Penalty: 3188.500000
	Iteration 44Q: 3 clusters Score -1099268 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1099302.500000 Penalty: 3188.500000
	Iteration 45Q: 3 clusters Score -1099302 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1099329.125000 Penalty: 3188.500000
	Iteration 46Q: 3 clusters Score -1099329 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1099362.500000 Penalty: 3188.500000
	Iteration 47Q: 3 clusters Score -1099362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1099387.000000 Penalty: 3188.500000
	Iteration 48Q: 3 clusters Score -1099387 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1099416.250000 Penalty: 3188.500000
	Iteration 49Q: 3 clusters Score -1099416 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1099439.125000 Penalty: 3188.500000
	Iteration 50Q: 3 clusters Score -1099439 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1099453.375000 Penalty: 3188.500000
	Iteration 51Q: 3 clusters Score -1099453 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1099474.250000 Penalty: 3188.500000
	Iteration 52Q: 3 clusters Score -1099474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1099494.875000 Penalty: 3188.500000
	Iteration 53Q: 3 clusters Score -1099495 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1099512.500000 Penalty: 3188.500000
	Iteration 54Q: 3 clusters Score -1099512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1099526.375000 Penalty: 3188.500000
	Iteration 55Q: 3 clusters Score -1099526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1099541.500000 Penalty: 3188.500000
	Iteration 56Q: 3 clusters Score -1099542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1099556.250000 Penalty: 3188.500000
	Iteration 57Q: 3 clusters Score -1099556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1099567.625000 Penalty: 3188.500000
	Iteration 58Q: 3 clusters Score -1099568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1099576.125000 Penalty: 3188.500000
	Iteration 59Q: 3 clusters Score -1099576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1099585.875000 Penalty: 3188.500000
	Iteration 60F: 3 clusters Score -1099586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1099591.875000 Penalty: 3188.500000
	Iteration 61Q: 3 clusters Score -1099592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1099596.750000 Penalty: 3188.500000
	Iteration 62Q: 3 clusters Score -1099597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1099600.500000 Penalty: 3188.500000
	Iteration 63Q: 3 clusters Score -1099600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1099605.000000 Penalty: 3188.500000
	Iteration 64Q: 3 clusters Score -1099605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1099612.000000 Penalty: 3188.500000
	Iteration 65Q: 3 clusters Score -1099612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1099621.250000 Penalty: 3188.500000
	Iteration 66Q: 3 clusters Score -1099621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1099630.625000 Penalty: 3188.500000
	Iteration 67Q: 3 clusters Score -1099631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1099638.875000 Penalty: 3188.500000
	Iteration 68Q: 3 clusters Score -1099639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1099643.625000 Penalty: 3188.500000
	Iteration 69Q: 3 clusters Score -1099644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1099645.875000 Penalty: 3188.500000
	Iteration 70Q: 3 clusters Score -1099646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1099650.875000 Penalty: 3188.500000
	Iteration 71Q: 3 clusters Score -1099651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1099655.000000 Penalty: 3188.500000
	Iteration 72Q: 3 clusters Score -1099655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1099658.500000 Penalty: 3188.500000
	Iteration 73Q: 3 clusters Score -1099658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1099663.750000 Penalty: 3188.500000
	Iteration 74Q: 3 clusters Score -1099664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1099667.250000 Penalty: 3188.500000
	Iteration 75Q: 3 clusters Score -1099667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1099668.000000 Penalty: 3188.500000
	Iteration 76Q: 3 clusters Score -1099668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1099667.500000 Penalty: 3188.500000
	Iteration 77Q: 3 clusters Score -1099668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1099670.000000 Penalty: 3188.500000
	Iteration 78Q: 3 clusters Score -1099670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1099672.125000 Penalty: 3188.500000
	Iteration 79Q: 3 clusters Score -1099672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1099672.250000 Penalty: 3188.500000
	Iteration 80F: 3 clusters Score -1099672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1099673.500000 Penalty: 3188.500000
	Iteration 81Q: 3 clusters Score -1099674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1099673.875000 Penalty: 3188.500000
	Iteration 82Q: 3 clusters Score -1099674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1099674.875000 Penalty: 3188.500000
	Iteration 83Q: 3 clusters Score -1099675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1099674.000000 Penalty: 3188.500000
	Iteration 84Q: 3 clusters Score -1099674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1099673.625000 Penalty: 3188.500000
	Iteration 85Q: 3 clusters Score -1099674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1099677.250000 Penalty: 3188.500000
	Iteration 86Q: 3 clusters Score -1099677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1099679.875000 Penalty: 3188.500000
	Iteration 87Q: 3 clusters Score -1099680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1099679.000000 Penalty: 3188.500000
	Iteration 88Q: 3 clusters Score -1099679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1099678.375000 Penalty: 3188.500000
	Iteration 89Q: 3 clusters Score -1099678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1099678.625000 Penalty: 3188.500000
	Iteration 90Q: 3 clusters Score -1099679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1099679.000000 Penalty: 3188.500000
	Iteration 91Q: 3 clusters Score -1099679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1099679.125000 Penalty: 3188.500000
	Iteration 92Q: 3 clusters Score -1099679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1099681.500000 Penalty: 3188.500000
	Iteration 93Q: 3 clusters Score -1099682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1099681.750000 Penalty: 3188.500000
	Iteration 94Q: 3 clusters Score -1099682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1099682.250000 Penalty: 3188.500000
	Iteration 95Q: 3 clusters Score -1099682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1099682.250000 Penalty: 3188.500000
	Iteration 96F: 3 clusters Score -1099682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Entering Unmasked Estep 
Score: -1342659.125000 Penalty: 1618.777710
	Iteration 0F: 2 clusters Score -1342659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1328192.000000 Penalty: 3237.555420
	Iteration 0F: 3 clusters Score -1328192 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1333726.875000 Penalty: 3237.555420
	Iteration 1F: 3 clusters Score -1333727 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1334523.375000 Penalty: 3237.555420
	Iteration 2F: 3 clusters Score -1334523 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1335492.750000 Penalty: 3237.555420
	Iteration 3F: 3 clusters Score -1335493 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1336568.000000 Penalty: 3237.555420
	Iteration 4F: 3 clusters Score -1336568 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -1337830.000000 Penalty: 3237.555420
	Iteration 5F: 3 clusters Score -1337830 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -1339014.000000 Penalty: 3237.555420
	Iteration 6F: 3 clusters Score -1339014 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -1340015.250000 Penalty: 3237.555420
	Iteration 7F: 3 clusters Score -1340015 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1340792.000000 Penalty: 3237.555420
	Iteration 8Q: 3 clusters Score -1340792 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -1341382.750000 Penalty: 3237.555420
	Iteration 9Q: 3 clusters Score -1341383 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -1341736.500000 Penalty: 3237.555420
	Iteration 10Q: 3 clusters Score -1341736 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -1341945.125000 Penalty: 3237.555420
	Iteration 11Q: 3 clusters Score -1341945 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -1342087.750000 Penalty: 3237.555420
	Iteration 12Q: 3 clusters Score -1342088 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -1342187.625000 Penalty: 3237.555420
	Iteration 13Q: 3 clusters Score -1342188 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -1342254.500000 Penalty: 3237.555420
	Iteration 14Q: 3 clusters Score -1342254 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -1342323.625000 Penalty: 3237.555420
	Iteration 15Q: 3 clusters Score -1342324 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -1342353.750000 Penalty: 3237.555420
	Iteration 16Q: 3 clusters Score -1342354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -1342372.250000 Penalty: 3237.555420
	Iteration 17Q: 3 clusters Score -1342372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -1342381.500000 Penalty: 3237.555420
	Iteration 18Q: 3 clusters Score -1342382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -1342398.375000 Penalty: 3237.555420
	Iteration 19Q: 3 clusters Score -1342398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -1342404.500000 Penalty: 3237.555420
	Iteration 20F: 3 clusters Score -1342404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -1342408.375000 Penalty: 3237.555420
	Iteration 21Q: 3 clusters Score -1342408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -1342416.250000 Penalty: 3237.555420
	Iteration 22Q: 3 clusters Score -1342416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -1342418.500000 Penalty: 3237.555420
	Iteration 23Q: 3 clusters Score -1342418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -1342424.500000 Penalty: 3237.555420
	Iteration 24Q: 3 clusters Score -1342424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -1342428.625000 Penalty: 3237.555420
	Iteration 25Q: 3 clusters Score -1342429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -1342428.000000 Penalty: 3237.555420
	Iteration 26Q: 3 clusters Score -1342428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -1342430.250000 Penalty: 3237.555420
	Iteration 27Q: 3 clusters Score -1342430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -1342429.375000 Penalty: 3237.555420
	Iteration 28Q: 3 clusters Score -1342429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -1342433.500000 Penalty: 3237.555420
	Iteration 29Q: 3 clusters Score -1342434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -1342440.625000 Penalty: 3237.555420
	Iteration 30Q: 3 clusters Score -1342441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -1342438.625000 Penalty: 3237.555420
	Iteration 31Q: 3 clusters Score -1342439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -1342444.000000 Penalty: 3237.555420
	Iteration 32Q: 3 clusters Score -1342444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -1342447.125000 Penalty: 3237.555420
	Iteration 33Q: 3 clusters Score -1342447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -1342450.875000 Penalty: 3237.555420
	Iteration 34Q: 3 clusters Score -1342451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -1342449.875000 Penalty: 3237.555420
	Iteration 35Q: 3 clusters Score -1342450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -1342449.875000 Penalty: 3237.555420
	Iteration 36F: 3 clusters Score -1342450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Entering Unmasked Estep 
Score: -1199102.625000 Penalty: 1597.977661
	Iteration 0F: 2 clusters Score -1199103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1186420.125000 Penalty: 3195.955322
	Iteration 0F: 3 clusters Score -1186420 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1190947.250000 Penalty: 3195.955322
	Iteration 1F: 3 clusters Score -1190947 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1191232.750000 Penalty: 3195.955322
	Iteration 2Q: 3 clusters Score -1191233 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1191445.875000 Penalty: 3195.955322
	Iteration 3Q: 3 clusters Score -1191446 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1191643.875000 Penalty: 3195.955322
	Iteration 4Q: 3 clusters Score -1191644 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1191802.500000 Penalty: 3195.955322
	Iteration 5Q: 3 clusters Score -1191802 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1191946.750000 Penalty: 3195.955322
	Iteration 6Q: 3 clusters Score -1191947 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1192108.625000 Penalty: 3195.955322
	Iteration 7Q: 3 clusters Score -1192109 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1192332.500000 Penalty: 3195.955322
	Iteration 8Q: 3 clusters Score -1192332 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1192625.500000 Penalty: 3195.955322
	Iteration 9Q: 3 clusters Score -1192626 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1192975.250000 Penalty: 3195.955322
	Iteration 10Q: 3 clusters Score -1192975 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1193398.125000 Penalty: 3195.955322
	Iteration 11Q: 3 clusters Score -1193398 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1193886.250000 Penalty: 3195.955322
	Iteration 12Q: 3 clusters Score -1193886 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1194414.750000 Penalty: 3195.955322
	Iteration 13Q: 3 clusters Score -1194415 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1194897.125000 Penalty: 3195.955322
	Iteration 14Q: 3 clusters Score -1194897 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1195283.250000 Penalty: 3195.955322
	Iteration 15Q: 3 clusters Score -1195283 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1195559.750000 Penalty: 3195.955322
	Iteration 16Q: 3 clusters Score -1195560 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1195714.875000 Penalty: 3195.955322
	Iteration 17Q: 3 clusters Score -1195715 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1195813.375000 Penalty: 3195.955322
	Iteration 18Q: 3 clusters Score -1195813 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1195876.750000 Penalty: 3195.955322
	Iteration 19Q: 3 clusters Score -1195877 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1195916.500000 Penalty: 3195.955322
	Iteration 20F: 3 clusters Score -1195916 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1195949.875000 Penalty: 3195.955322
	Iteration 21Q: 3 clusters Score -1195950 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1195993.500000 Penalty: 3195.955322
	Iteration 22Q: 3 clusters Score -1195994 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1196017.875000 Penalty: 3195.955322
	Iteration 23Q: 3 clusters Score -1196018 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1196043.375000 Penalty: 3195.955322
	Iteration 24Q: 3 clusters Score -1196043 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1196062.875000 Penalty: 3195.955322
	Iteration 25Q: 3 clusters Score -1196063 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1196085.875000 Penalty: 3195.955322
	Iteration 26Q: 3 clusters Score -1196086 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1196104.000000 Penalty: 3195.955322
	Iteration 27Q: 3 clusters Score -1196104 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1196129.500000 Penalty: 3195.955322
	Iteration 28Q: 3 clusters Score -1196130 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1196150.625000 Penalty: 3195.955322
	Iteration 29Q: 3 clusters Score -1196151 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1196165.375000 Penalty: 3195.955322
	Iteration 30Q: 3 clusters Score -1196165 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1196185.375000 Penalty: 3195.955322
	Iteration 31Q: 3 clusters Score -1196185 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1196205.625000 Penalty: 3195.955322
	Iteration 32Q: 3 clusters Score -1196206 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1196223.500000 Penalty: 3195.955322
	Iteration 33Q: 3 clusters Score -1196224 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1196249.500000 Penalty: 3195.955322
	Iteration 34Q: 3 clusters Score -1196250 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1196279.875000 Penalty: 3195.955322
	Iteration 35Q: 3 clusters Score -1196280 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1196310.250000 Penalty: 3195.955322
	Iteration 36Q: 3 clusters Score -1196310 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1196339.625000 Penalty: 3195.955322
	Iteration 37Q: 3 clusters Score -1196340 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1196371.000000 Penalty: 3195.955322
	Iteration 38Q: 3 clusters Score -1196371 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1196399.250000 Penalty: 3195.955322
	Iteration 39Q: 3 clusters Score -1196399 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1196433.750000 Penalty: 3195.955322
	Iteration 40F: 3 clusters Score -1196434 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1196457.750000 Penalty: 3195.955322
	Iteration 41Q: 3 clusters Score -1196458 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1196473.875000 Penalty: 3195.955322
	Iteration 42Q: 3 clusters Score -1196474 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1196505.625000 Penalty: 3195.955322
	Iteration 43Q: 3 clusters Score -1196506 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1196539.375000 Penalty: 3195.955322
	Iteration 44Q: 3 clusters Score -1196539 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1196589.625000 Penalty: 3195.955322
	Iteration 45Q: 3 clusters Score -1196590 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1196628.250000 Penalty: 3195.955322
	Iteration 46Q: 3 clusters Score -1196628 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1196680.125000 Penalty: 3195.955322
	Iteration 47Q: 3 clusters Score -1196680 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1196731.625000 Penalty: 3195.955322
	Iteration 48Q: 3 clusters Score -1196732 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1196784.625000 Penalty: 3195.955322
	Iteration 49Q: 3 clusters Score -1196785 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1196850.000000 Penalty: 3195.955322
	Iteration 50Q: 3 clusters Score -1196850 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1196912.250000 Penalty: 3195.955322
	Iteration 51Q: 3 clusters Score -1196912 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1196975.625000 Penalty: 3195.955322
	Iteration 52Q: 3 clusters Score -1196976 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1197049.250000 Penalty: 3195.955322
	Iteration 53Q: 3 clusters Score -1197049 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1197105.625000 Penalty: 3195.955322
	Iteration 54Q: 3 clusters Score -1197106 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1197151.875000 Penalty: 3195.955322
	Iteration 55Q: 3 clusters Score -1197152 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1197187.250000 Penalty: 3195.955322
	Iteration 56Q: 3 clusters Score -1197187 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1197223.250000 Penalty: 3195.955322
	Iteration 57Q: 3 clusters Score -1197223 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -1197255.375000 Penalty: 3195.955322
	Iteration 58Q: 3 clusters Score -1197255 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -1197287.500000 Penalty: 3195.955322
	Iteration 59Q: 3 clusters Score -1197288 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -1197314.000000 Penalty: 3195.955322
	Iteration 60F: 3 clusters Score -1197314 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -1197333.125000 Penalty: 3195.955322
	Iteration 61Q: 3 clusters Score -1197333 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1197355.500000 Penalty: 3195.955322
	Iteration 62Q: 3 clusters Score -1197356 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1197380.000000 Penalty: 3195.955322
	Iteration 63Q: 3 clusters Score -1197380 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1197410.625000 Penalty: 3195.955322
	Iteration 64Q: 3 clusters Score -1197411 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -1197440.500000 Penalty: 3195.955322
	Iteration 65Q: 3 clusters Score -1197440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1197465.625000 Penalty: 3195.955322
	Iteration 66Q: 3 clusters Score -1197466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -1197492.000000 Penalty: 3195.955322
	Iteration 67Q: 3 clusters Score -1197492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -1197511.250000 Penalty: 3195.955322
	Iteration 68Q: 3 clusters Score -1197511 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1197527.000000 Penalty: 3195.955322
	Iteration 69Q: 3 clusters Score -1197527 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -1197543.875000 Penalty: 3195.955322
	Iteration 70Q: 3 clusters Score -1197544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -1197560.250000 Penalty: 3195.955322
	Iteration 71Q: 3 clusters Score -1197560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -1197581.750000 Penalty: 3195.955322
	Iteration 72Q: 3 clusters Score -1197582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -1197590.125000 Penalty: 3195.955322
	Iteration 73Q: 3 clusters Score -1197590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -1197600.750000 Penalty: 3195.955322
	Iteration 74Q: 3 clusters Score -1197601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -1197610.750000 Penalty: 3195.955322
	Iteration 75Q: 3 clusters Score -1197611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1197624.375000 Penalty: 3195.955322
	Iteration 76Q: 3 clusters Score -1197624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -1197632.500000 Penalty: 3195.955322
	Iteration 77Q: 3 clusters Score -1197632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1197642.000000 Penalty: 3195.955322
	Iteration 78Q: 3 clusters Score -1197642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -1197652.250000 Penalty: 3195.955322
	Iteration 79Q: 3 clusters Score -1197652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -1197657.125000 Penalty: 3195.955322
	Iteration 80F: 3 clusters Score -1197657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -1197662.500000 Penalty: 3195.955322
	Iteration 81Q: 3 clusters Score -1197662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -1197665.875000 Penalty: 3195.955322
	Iteration 82Q: 3 clusters Score -1197666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1197670.125000 Penalty: 3195.955322
	Iteration 83Q: 3 clusters Score -1197670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -1197672.625000 Penalty: 3195.955322
	Iteration 84Q: 3 clusters Score -1197673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -1197681.000000 Penalty: 3195.955322
	Iteration 85Q: 3 clusters Score -1197681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -1197684.250000 Penalty: 3195.955322
	Iteration 86Q: 3 clusters Score -1197684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -1197685.000000 Penalty: 3195.955322
	Iteration 87Q: 3 clusters Score -1197685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -1197686.125000 Penalty: 3195.955322
	Iteration 88Q: 3 clusters Score -1197686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -1197686.500000 Penalty: 3195.955322
	Iteration 89Q: 3 clusters Score -1197686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -1197686.250000 Penalty: 3195.955322
	Iteration 90Q: 3 clusters Score -1197686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -1197686.625000 Penalty: 3195.955322
	Iteration 91Q: 3 clusters Score -1197687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -1197686.625000 Penalty: 3195.955322
	Iteration 92F: 3 clusters Score -1197687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -46202.027344 Penalty: 1073.800171
	Iteration 0F: 2 clusters Score -46202.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -44934.027344 Penalty: 2147.600342
	Iteration 0F: 3 clusters Score -44934.03 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -45110.250000 Penalty: 2147.600342
	Iteration 1F: 3 clusters Score -45110.25 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -45163.593750 Penalty: 2147.600342
	Iteration 2F: 3 clusters Score -45163.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -45196.800781 Penalty: 2147.600342
	Iteration 3Q: 3 clusters Score -45196.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -45211.972656 Penalty: 2147.600342
	Iteration 4Q: 3 clusters Score -45211.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -45223.269531 Penalty: 2147.600342
	Iteration 5Q: 3 clusters Score -45223.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -45226.082031 Penalty: 2147.600342
	Iteration 6Q: 3 clusters Score -45226.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -45228.878906 Penalty: 2147.600342
	Iteration 7Q: 3 clusters Score -45228.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -45232.941406 Penalty: 2147.600342
	Iteration 8Q: 3 clusters Score -45232.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -45234.011719 Penalty: 2147.600342
	Iteration 9Q: 3 clusters Score -45234.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -45235.277344 Penalty: 2147.600342
	Iteration 10Q: 3 clusters Score -45235.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -45236.355469 Penalty: 2147.600342
	Iteration 11Q: 3 clusters Score -45236.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -45236.355469 Penalty: 2147.600342
	Iteration 12F: 3 clusters Score -45236.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 49823 members 
Mstep: Class 3 contains 2152 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 130560 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14629 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357766 members 
Mstep: Class 12 contains 25563 members 
Mstep: Class 13 contains 12518 members 
Mstep: Class 16 contains 18229 members 
Mstep: Class 18 contains 21199 members 
Mstep: Class 21 contains 18652 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794964.000000 Penalty: 37110.882812
Iteration 439Q: 18 clusters Score -4.179496e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 49819 members 
Mstep: Class 3 contains 2150 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 130542 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14623 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357795 members 
Mstep: Class 12 contains 25559 members 
Mstep: Class 13 contains 12522 members 
Mstep: Class 16 contains 18228 members 
Mstep: Class 18 contains 21198 members 
Mstep: Class 21 contains 18651 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794984.000000 Penalty: 37110.882812
Iteration 440F: 18 clusters Score -4.179498e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 49813 members 
Mstep: Class 3 contains 2147 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 130526 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14623 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357823 members 
Mstep: Class 12 contains 25556 members 
Mstep: Class 13 contains 12525 members 
Mstep: Class 16 contains 18225 members 
Mstep: Class 18 contains 21196 members 
Mstep: Class 21 contains 18651 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794968.000000 Penalty: 37110.882812
Iteration 441Q: 18 clusters Score -4.179497e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 49810 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 1839 members 
Mstep: Class 5 contains 8200 members 
Mstep: Class 6 contains 130506 members 
Mstep: Class 7 contains 3185 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357849 members 
Mstep: Class 12 contains 25554 members 
Mstep: Class 13 contains 12528 members 
Mstep: Class 16 contains 18225 members 
Mstep: Class 18 contains 21193 members 
Mstep: Class 21 contains 18651 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794964.000000 Penalty: 37110.882812
Iteration 442Q: 18 clusters Score -4.179496e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 49803 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8202 members 
Mstep: Class 6 contains 130488 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357876 members 
Mstep: Class 12 contains 25550 members 
Mstep: Class 13 contains 12531 members 
Mstep: Class 16 contains 18224 members 
Mstep: Class 18 contains 21191 members 
Mstep: Class 21 contains 18651 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794972.000000 Penalty: 37110.882812
Iteration 443Q: 18 clusters Score -4.179497e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 49798 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8207 members 
Mstep: Class 6 contains 130472 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357899 members 
Mstep: Class 12 contains 25541 members 
Mstep: Class 13 contains 12534 members 
Mstep: Class 16 contains 18224 members 
Mstep: Class 18 contains 21190 members 
Mstep: Class 21 contains 18650 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795004.000000 Penalty: 37110.882812
Iteration 444Q: 18 clusters Score -4.1795e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 49796 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8210 members 
Mstep: Class 6 contains 130460 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357921 members 
Mstep: Class 12 contains 25533 members 
Mstep: Class 13 contains 12536 members 
Mstep: Class 16 contains 18224 members 
Mstep: Class 18 contains 21188 members 
Mstep: Class 21 contains 18650 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795060.000000 Penalty: 37110.882812
Iteration 445Q: 18 clusters Score -4.179506e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 49796 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8211 members 
Mstep: Class 6 contains 130454 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357933 members 
Mstep: Class 12 contains 25525 members 
Mstep: Class 13 contains 12540 members 
Mstep: Class 16 contains 18224 members 
Mstep: Class 18 contains 21186 members 
Mstep: Class 21 contains 18650 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795052.000000 Penalty: 37110.882812
Iteration 446Q: 18 clusters Score -4.179505e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49794 members 
Mstep: Class 3 contains 2131 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8213 members 
Mstep: Class 6 contains 130444 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357952 members 
Mstep: Class 12 contains 25518 members 
Mstep: Class 13 contains 12543 members 
Mstep: Class 16 contains 18222 members 
Mstep: Class 18 contains 21183 members 
Mstep: Class 21 contains 18650 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795020.000000 Penalty: 37110.882812
Iteration 447Q: 18 clusters Score -4.179502e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49792 members 
Mstep: Class 3 contains 2130 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8215 members 
Mstep: Class 6 contains 130437 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357970 members 
Mstep: Class 12 contains 25516 members 
Mstep: Class 13 contains 12542 members 
Mstep: Class 16 contains 18219 members 
Mstep: Class 18 contains 21179 members 
Mstep: Class 21 contains 18650 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795040.000000 Penalty: 37110.882812
Iteration 448Q: 18 clusters Score -4.179504e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49788 members 
Mstep: Class 3 contains 2129 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8218 members 
Mstep: Class 6 contains 130427 members 
Mstep: Class 7 contains 3187 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 357995 members 
Mstep: Class 12 contains 25505 members 
Mstep: Class 13 contains 12544 members 
Mstep: Class 16 contains 18216 members 
Mstep: Class 18 contains 21177 members 
Mstep: Class 21 contains 18651 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795000.000000 Penalty: 37110.882812
Iteration 449Q: 18 clusters Score -4.1795e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49781 members 
Mstep: Class 3 contains 2129 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8218 members 
Mstep: Class 6 contains 130420 members 
Mstep: Class 7 contains 3189 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358016 members 
Mstep: Class 12 contains 25499 members 
Mstep: Class 13 contains 12545 members 
Mstep: Class 16 contains 18213 members 
Mstep: Class 18 contains 21177 members 
Mstep: Class 21 contains 18650 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795036.000000 Penalty: 37110.882812
Iteration 450Q: 18 clusters Score -4.179504e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49774 members 
Mstep: Class 3 contains 2129 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8218 members 
Mstep: Class 6 contains 130412 members 
Mstep: Class 7 contains 3189 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358045 members 
Mstep: Class 12 contains 25484 members 
Mstep: Class 13 contains 12546 members 
Mstep: Class 16 contains 18212 members 
Mstep: Class 18 contains 21177 members 
Mstep: Class 21 contains 18651 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795036.000000 Penalty: 37110.882812
Iteration 451Q: 18 clusters Score -4.179504e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49767 members 
Mstep: Class 3 contains 2129 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8218 members 
Mstep: Class 6 contains 130399 members 
Mstep: Class 7 contains 3190 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358071 members 
Mstep: Class 12 contains 25476 members 
Mstep: Class 13 contains 12547 members 
Mstep: Class 16 contains 18212 members 
Mstep: Class 18 contains 21177 members 
Mstep: Class 21 contains 18651 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795000.000000 Penalty: 37110.882812
Iteration 452Q: 18 clusters Score -4.1795e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49764 members 
Mstep: Class 3 contains 2129 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8218 members 
Mstep: Class 6 contains 130388 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14624 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358092 members 
Mstep: Class 12 contains 25467 members 
Mstep: Class 13 contains 12548 members 
Mstep: Class 16 contains 18212 members 
Mstep: Class 18 contains 21177 members 
Mstep: Class 21 contains 18651 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795020.000000 Penalty: 37110.882812
Iteration 453Q: 18 clusters Score -4.179502e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49760 members 
Mstep: Class 3 contains 2129 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8218 members 
Mstep: Class 6 contains 130377 members 
Mstep: Class 7 contains 3192 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14623 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358114 members 
Mstep: Class 12 contains 25460 members 
Mstep: Class 13 contains 12549 members 
Mstep: Class 16 contains 18212 members 
Mstep: Class 18 contains 21176 members 
Mstep: Class 21 contains 18651 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794964.000000 Penalty: 37110.882812
Iteration 454Q: 18 clusters Score -4.179496e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49755 members 
Mstep: Class 3 contains 2129 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8218 members 
Mstep: Class 6 contains 130365 members 
Mstep: Class 7 contains 3193 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14623 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358137 members 
Mstep: Class 12 contains 25453 members 
Mstep: Class 13 contains 12550 members 
Mstep: Class 16 contains 18212 members 
Mstep: Class 18 contains 21175 members 
Mstep: Class 21 contains 18651 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794956.000000 Penalty: 37110.882812
Iteration 455Q: 18 clusters Score -4.179496e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49748 members 
Mstep: Class 3 contains 2129 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8218 members 
Mstep: Class 6 contains 130363 members 
Mstep: Class 7 contains 3193 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14623 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358158 members 
Mstep: Class 12 contains 25443 members 
Mstep: Class 13 contains 12549 members 
Mstep: Class 16 contains 18212 members 
Mstep: Class 18 contains 21175 members 
Mstep: Class 21 contains 18650 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794904.000000 Penalty: 37110.882812
Iteration 456Q: 18 clusters Score -4.17949e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49744 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8218 members 
Mstep: Class 6 contains 130357 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14623 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358183 members 
Mstep: Class 12 contains 25433 members 
Mstep: Class 13 contains 12549 members 
Mstep: Class 16 contains 18211 members 
Mstep: Class 18 contains 21171 members 
Mstep: Class 21 contains 18648 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794948.000000 Penalty: 37110.882812
Iteration 457Q: 18 clusters Score -4.179495e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49737 members 
Mstep: Class 3 contains 2125 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8219 members 
Mstep: Class 6 contains 130350 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14623 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358210 members 
Mstep: Class 12 contains 25427 members 
Mstep: Class 13 contains 12549 members 
Mstep: Class 16 contains 18210 members 
Mstep: Class 18 contains 21168 members 
Mstep: Class 21 contains 18647 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794948.000000 Penalty: 37110.882812
Iteration 458Q: 18 clusters Score -4.179495e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49734 members 
Mstep: Class 3 contains 2121 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8220 members 
Mstep: Class 6 contains 130344 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14623 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358226 members 
Mstep: Class 12 contains 25421 members 
Mstep: Class 13 contains 12553 members 
Mstep: Class 16 contains 18210 members 
Mstep: Class 18 contains 21167 members 
Mstep: Class 21 contains 18646 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794948.000000 Penalty: 37110.882812
Iteration 459Q: 18 clusters Score -4.179495e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49730 members 
Mstep: Class 3 contains 2118 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8221 members 
Mstep: Class 6 contains 130338 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14622 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358240 members 
Mstep: Class 12 contains 25417 members 
Mstep: Class 13 contains 12559 members 
Mstep: Class 16 contains 18209 members 
Mstep: Class 18 contains 21165 members 
Mstep: Class 21 contains 18646 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794920.000000 Penalty: 37110.882812
Iteration 460F: 18 clusters Score -4.179492e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49728 members 
Mstep: Class 3 contains 2114 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8222 members 
Mstep: Class 6 contains 130333 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14621 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358252 members 
Mstep: Class 12 contains 25411 members 
Mstep: Class 13 contains 12566 members 
Mstep: Class 16 contains 18210 members 
Mstep: Class 18 contains 21164 members 
Mstep: Class 21 contains 18644 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794908.000000 Penalty: 37110.882812
Iteration 461Q: 18 clusters Score -4.179491e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49720 members 
Mstep: Class 3 contains 2109 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 6 contains 130328 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14619 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358272 members 
Mstep: Class 12 contains 25407 members 
Mstep: Class 13 contains 12570 members 
Mstep: Class 16 contains 18211 members 
Mstep: Class 18 contains 21164 members 
Mstep: Class 21 contains 18642 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794948.000000 Penalty: 37110.882812
Iteration 462Q: 18 clusters Score -4.179495e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49711 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 6 contains 130321 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14616 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358295 members 
Mstep: Class 12 contains 25404 members 
Mstep: Class 13 contains 12576 members 
Mstep: Class 16 contains 18211 members 
Mstep: Class 18 contains 21164 members 
Mstep: Class 21 contains 18640 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794956.000000 Penalty: 37110.882812
Iteration 463Q: 18 clusters Score -4.179496e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49703 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 6 contains 130316 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14615 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358310 members 
Mstep: Class 12 contains 25404 members 
Mstep: Class 13 contains 12579 members 
Mstep: Class 16 contains 18212 members 
Mstep: Class 18 contains 21164 members 
Mstep: Class 21 contains 18637 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794944.000000 Penalty: 37110.882812
Iteration 464Q: 18 clusters Score -4.179494e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49696 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 6 contains 130311 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14614 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358327 members 
Mstep: Class 12 contains 25404 members 
Mstep: Class 13 contains 12582 members 
Mstep: Class 16 contains 18212 members 
Mstep: Class 18 contains 21163 members 
Mstep: Class 21 contains 18635 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794980.000000 Penalty: 37110.882812
Iteration 465Q: 18 clusters Score -4.179498e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49691 members 
Mstep: Class 3 contains 2100 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 6 contains 130309 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14612 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358335 members 
Mstep: Class 12 contains 25404 members 
Mstep: Class 13 contains 12583 members 
Mstep: Class 16 contains 18212 members 
Mstep: Class 18 contains 21163 members 
Mstep: Class 21 contains 18633 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794960.000000 Penalty: 37110.882812
Iteration 466Q: 18 clusters Score -4.179496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49684 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 6 contains 130301 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14610 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358354 members 
Mstep: Class 12 contains 25404 members 
Mstep: Class 13 contains 12583 members 
Mstep: Class 16 contains 18212 members 
Mstep: Class 18 contains 21163 members 
Mstep: Class 21 contains 18632 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794964.000000 Penalty: 37110.882812
Iteration 467Q: 18 clusters Score -4.179496e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49682 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 6 contains 130299 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14603 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358364 members 
Mstep: Class 12 contains 25404 members 
Mstep: Class 13 contains 12583 members 
Mstep: Class 16 contains 18213 members 
Mstep: Class 18 contains 21163 members 
Mstep: Class 21 contains 18632 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794952.000000 Penalty: 37110.882812
Iteration 468Q: 18 clusters Score -4.179495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49682 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 6 contains 130298 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14600 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358369 members 
Mstep: Class 12 contains 25404 members 
Mstep: Class 13 contains 12582 members 
Mstep: Class 16 contains 18213 members 
Mstep: Class 18 contains 21163 members 
Mstep: Class 21 contains 18632 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794968.000000 Penalty: 37110.882812
Iteration 469Q: 18 clusters Score -4.179497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49682 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 6 contains 130298 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14597 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358373 members 
Mstep: Class 12 contains 25403 members 
Mstep: Class 13 contains 12582 members 
Mstep: Class 16 contains 18213 members 
Mstep: Class 18 contains 21163 members 
Mstep: Class 21 contains 18632 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794960.000000 Penalty: 37110.882812
Iteration 470Q: 18 clusters Score -4.179496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49682 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 6 contains 130298 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14598 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358374 members 
Mstep: Class 12 contains 25401 members 
Mstep: Class 13 contains 12582 members 
Mstep: Class 16 contains 18213 members 
Mstep: Class 18 contains 21163 members 
Mstep: Class 21 contains 18632 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794972.000000 Penalty: 37110.882812
Iteration 471Q: 18 clusters Score -4.179497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49682 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 6 contains 130297 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14597 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358376 members 
Mstep: Class 12 contains 25401 members 
Mstep: Class 13 contains 12582 members 
Mstep: Class 16 contains 18213 members 
Mstep: Class 18 contains 21163 members 
Mstep: Class 21 contains 18632 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794976.000000 Penalty: 37110.882812
Iteration 472Q: 18 clusters Score -4.179498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 49682 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 6 contains 130297 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 14597 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 358376 members 
Mstep: Class 12 contains 25401 members 
Mstep: Class 13 contains 12582 members 
Mstep: Class 16 contains 18213 members 
Mstep: Class 18 contains 21163 members 
Mstep: Class 21 contains 18632 members 
Mstep: Class 23 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794976.000000 Penalty: 37110.882812
Iteration 473F: 18 clusters Score -4.179498e+07 nChanged 0
Entering ConstructFrom: 
Score: -41794976.000000 Penalty: 37110.882812
Entering ConstructFrom: 
Trying to split cluster 1 (13158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Entering Unmasked Estep 
Score: -857462.312500 Penalty: 1541.277588
	Iteration 0F: 2 clusters Score -857462.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -848139.937500 Penalty: 3082.555176
	Iteration 0F: 3 clusters Score -848139.9 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -851243.625000 Penalty: 3082.555176
	Iteration 1F: 3 clusters Score -851243.6 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -851492.937500 Penalty: 3082.555176
	Iteration 2F: 3 clusters Score -851492.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -851678.562500 Penalty: 3082.555176
	Iteration 3Q: 3 clusters Score -851678.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -851855.062500 Penalty: 3082.555176
	Iteration 4Q: 3 clusters Score -851855.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -852045.375000 Penalty: 3082.555176
	Iteration 5Q: 3 clusters Score -852045.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -852257.000000 Penalty: 3082.555176
	Iteration 6Q: 3 clusters Score -852257 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -852486.437500 Penalty: 3082.555176
	Iteration 7Q: 3 clusters Score -852486.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -852779.375000 Penalty: 3082.555176
	Iteration 8Q: 3 clusters Score -852779.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -853194.625000 Penalty: 3082.555176
	Iteration 9Q: 3 clusters Score -853194.6 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -853737.812500 Penalty: 3082.555176
	Iteration 10F: 3 clusters Score -853737.8 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -854350.562500 Penalty: 3082.555176
	Iteration 11F: 3 clusters Score -854350.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -854890.937500 Penalty: 3082.555176
	Iteration 12Q: 3 clusters Score -854890.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -855337.187500 Penalty: 3082.555176
	Iteration 13Q: 3 clusters Score -855337.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -855623.437500 Penalty: 3082.555176
	Iteration 14Q: 3 clusters Score -855623.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -855819.312500 Penalty: 3082.555176
	Iteration 15Q: 3 clusters Score -855819.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -855943.375000 Penalty: 3082.555176
	Iteration 16Q: 3 clusters Score -855943.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -855999.312500 Penalty: 3082.555176
	Iteration 17Q: 3 clusters Score -855999.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -856038.750000 Penalty: 3082.555176
	Iteration 18Q: 3 clusters Score -856038.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -856064.187500 Penalty: 3082.555176
	Iteration 19Q: 3 clusters Score -856064.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -856078.250000 Penalty: 3082.555176
	Iteration 20F: 3 clusters Score -856078.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -856091.125000 Penalty: 3082.555176
	Iteration 21Q: 3 clusters Score -856091.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -856101.500000 Penalty: 3082.555176
	Iteration 22Q: 3 clusters Score -856101.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -856103.062500 Penalty: 3082.555176
	Iteration 23Q: 3 clusters Score -856103.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -856106.187500 Penalty: 3082.555176
	Iteration 24Q: 3 clusters Score -856106.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -856108.625000 Penalty: 3082.555176
	Iteration 25Q: 3 clusters Score -856108.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -856108.625000 Penalty: 3082.555176
	Iteration 26F: 3 clusters Score -856108.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Entering Unmasked Estep 
Score: -3195632.500000 Penalty: 1757.177246
	Iteration 0F: 2 clusters Score -3195632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3162629.500000 Penalty: 3514.354492
	Iteration 0F: 3 clusters Score -3162630 nChanged 23034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3175478.500000 Penalty: 3514.354492
	Iteration 1F: 3 clusters Score -3175478 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -3175954.000000 Penalty: 3514.354492
	Iteration 2Q: 3 clusters Score -3175954 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -3176567.750000 Penalty: 3514.354492
	Iteration 3Q: 3 clusters Score -3176568 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -3177586.750000 Penalty: 3514.354492
	Iteration 4Q: 3 clusters Score -3177587 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -3179441.000000 Penalty: 3514.354492
	Iteration 5F: 3 clusters Score -3179441 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -3182386.250000 Penalty: 3514.354492
	Iteration 6F: 3 clusters Score -3182386 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -3186357.500000 Penalty: 3514.354492
	Iteration 7F: 3 clusters Score -3186358 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -3190074.000000 Penalty: 3514.354492
	Iteration 8F: 3 clusters Score -3190074 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -3192350.000000 Penalty: 3514.354492
	Iteration 9Q: 3 clusters Score -3192350 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -3193400.500000 Penalty: 3514.354492
	Iteration 10Q: 3 clusters Score -3193400 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -3193848.000000 Penalty: 3514.354492
	Iteration 11Q: 3 clusters Score -3193848 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -3194052.500000 Penalty: 3514.354492
	Iteration 12Q: 3 clusters Score -3194052 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -3194141.500000 Penalty: 3514.354492
	Iteration 13Q: 3 clusters Score -3194142 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -3194186.750000 Penalty: 3514.354492
	Iteration 14Q: 3 clusters Score -3194187 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -3194211.250000 Penalty: 3514.354492
	Iteration 15Q: 3 clusters Score -3194211 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -3194247.000000 Penalty: 3514.354492
	Iteration 16Q: 3 clusters Score -3194247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -3194274.000000 Penalty: 3514.354492
	Iteration 17Q: 3 clusters Score -3194274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -3194282.500000 Penalty: 3514.354492
	Iteration 18Q: 3 clusters Score -3194282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -3194295.750000 Penalty: 3514.354492
	Iteration 19Q: 3 clusters Score -3194296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -3194306.000000 Penalty: 3514.354492
	Iteration 20F: 3 clusters Score -3194306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -3194314.000000 Penalty: 3514.354492
	Iteration 21Q: 3 clusters Score -3194314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -3194318.750000 Penalty: 3514.354492
	Iteration 22Q: 3 clusters Score -3194319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -3194319.750000 Penalty: 3514.354492
	Iteration 23Q: 3 clusters Score -3194320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -3194329.750000 Penalty: 3514.354492
	Iteration 24Q: 3 clusters Score -3194330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -3194329.750000 Penalty: 3514.354492
	Iteration 25Q: 3 clusters Score -3194330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -3194331.250000 Penalty: 3514.354492
	Iteration 26Q: 3 clusters Score -3194331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -3194331.250000 Penalty: 3514.354492
	Iteration 27F: 3 clusters Score -3194331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -141626.625000 Penalty: 1242.997681
	Iteration 0F: 2 clusters Score -141626.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -139476.765625 Penalty: 2485.995361
	Iteration 0F: 3 clusters Score -139476.8 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -139908.328125 Penalty: 2485.995361
	Iteration 1F: 3 clusters Score -139908.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -139982.562500 Penalty: 2485.995361
	Iteration 2F: 3 clusters Score -139982.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -140030.031250 Penalty: 2485.995361
	Iteration 3Q: 3 clusters Score -140030 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -140068.875000 Penalty: 2485.995361
	Iteration 4Q: 3 clusters Score -140068.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -140095.562500 Penalty: 2485.995361
	Iteration 5Q: 3 clusters Score -140095.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -140109.078125 Penalty: 2485.995361
	Iteration 6Q: 3 clusters Score -140109.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -140123.015625 Penalty: 2485.995361
	Iteration 7Q: 3 clusters Score -140123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -140134.203125 Penalty: 2485.995361
	Iteration 8Q: 3 clusters Score -140134.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -140143.937500 Penalty: 2485.995361
	Iteration 9Q: 3 clusters Score -140143.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -140147.062500 Penalty: 2485.995361
	Iteration 10Q: 3 clusters Score -140147.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -140148.906250 Penalty: 2485.995361
	Iteration 11Q: 3 clusters Score -140148.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -140150.937500 Penalty: 2485.995361
	Iteration 12Q: 3 clusters Score -140150.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -140153.171875 Penalty: 2485.995361
	Iteration 13Q: 3 clusters Score -140153.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -140157.343750 Penalty: 2485.995361
	Iteration 14Q: 3 clusters Score -140157.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -140163.156250 Penalty: 2485.995361
	Iteration 15Q: 3 clusters Score -140163.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -140171.625000 Penalty: 2485.995361
	Iteration 16Q: 3 clusters Score -140171.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -140177.625000 Penalty: 2485.995361
	Iteration 17Q: 3 clusters Score -140177.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -140184.421875 Penalty: 2485.995361
	Iteration 18Q: 3 clusters Score -140184.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -140190.953125 Penalty: 2485.995361
	Iteration 19Q: 3 clusters Score -140191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -140194.187500 Penalty: 2485.995361
	Iteration 20F: 3 clusters Score -140194.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -140197.421875 Penalty: 2485.995361
	Iteration 21Q: 3 clusters Score -140197.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -140199.687500 Penalty: 2485.995361
	Iteration 22Q: 3 clusters Score -140199.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -140203.000000 Penalty: 2485.995361
	Iteration 23Q: 3 clusters Score -140203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -140206.484375 Penalty: 2485.995361
	Iteration 24Q: 3 clusters Score -140206.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -140208.937500 Penalty: 2485.995361
	Iteration 25Q: 3 clusters Score -140208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -140211.015625 Penalty: 2485.995361
	Iteration 26Q: 3 clusters Score -140211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -140211.937500 Penalty: 2485.995361
	Iteration 27Q: 3 clusters Score -140211.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -140213.718750 Penalty: 2485.995361
	Iteration 28Q: 3 clusters Score -140213.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -140215.750000 Penalty: 2485.995361
	Iteration 29Q: 3 clusters Score -140215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -140216.625000 Penalty: 2485.995361
	Iteration 30Q: 3 clusters Score -140216.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -140216.562500 Penalty: 2485.995361
	Iteration 31Q: 3 clusters Score -140216.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -140216.984375 Penalty: 2485.995361
	Iteration 32Q: 3 clusters Score -140217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -140217.921875 Penalty: 2485.995361
	Iteration 33Q: 3 clusters Score -140217.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -140218.984375 Penalty: 2485.995361
	Iteration 34Q: 3 clusters Score -140219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -140220.093750 Penalty: 2485.995361
	Iteration 35Q: 3 clusters Score -140220.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -140220.593750 Penalty: 2485.995361
	Iteration 36Q: 3 clusters Score -140220.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -140220.984375 Penalty: 2485.995361
	Iteration 37Q: 3 clusters Score -140221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -140221.406250 Penalty: 2485.995361
	Iteration 38Q: 3 clusters Score -140221.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -140221.406250 Penalty: 2485.995361
	Iteration 39F: 3 clusters Score -140221.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -116860.960938 Penalty: 1221.420410
	Iteration 0F: 2 clusters Score -116861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -114870.515625 Penalty: 2442.840820
	Iteration 0F: 3 clusters Score -114870.5 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -115257.304688 Penalty: 2442.840820
	Iteration 1F: 3 clusters Score -115257.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -115360.507812 Penalty: 2442.840820
	Iteration 2F: 3 clusters Score -115360.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -115416.687500 Penalty: 2442.840820
	Iteration 3F: 3 clusters Score -115416.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -115443.914062 Penalty: 2442.840820
	Iteration 4Q: 3 clusters Score -115443.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -115458.046875 Penalty: 2442.840820
	Iteration 5Q: 3 clusters Score -115458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -115468.648438 Penalty: 2442.840820
	Iteration 6Q: 3 clusters Score -115468.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -115478.617188 Penalty: 2442.840820
	Iteration 7Q: 3 clusters Score -115478.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -115487.796875 Penalty: 2442.840820
	Iteration 8Q: 3 clusters Score -115487.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -115498.359375 Penalty: 2442.840820
	Iteration 9Q: 3 clusters Score -115498.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -115500.539062 Penalty: 2442.840820
	Iteration 10Q: 3 clusters Score -115500.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -115503.781250 Penalty: 2442.840820
	Iteration 11Q: 3 clusters Score -115503.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -115509.867188 Penalty: 2442.840820
	Iteration 12Q: 3 clusters Score -115509.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -115514.875000 Penalty: 2442.840820
	Iteration 13Q: 3 clusters Score -115514.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -115519.593750 Penalty: 2442.840820
	Iteration 14Q: 3 clusters Score -115519.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -115522.570312 Penalty: 2442.840820
	Iteration 15Q: 3 clusters Score -115522.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -115526.718750 Penalty: 2442.840820
	Iteration 16Q: 3 clusters Score -115526.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -115529.210938 Penalty: 2442.840820
	Iteration 17Q: 3 clusters Score -115529.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -115532.476562 Penalty: 2442.840820
	Iteration 18Q: 3 clusters Score -115532.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -115539.757812 Penalty: 2442.840820
	Iteration 19Q: 3 clusters Score -115539.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -115552.062500 Penalty: 2442.840820
	Iteration 20F: 3 clusters Score -115552.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -115563.187500 Penalty: 2442.840820
	Iteration 21Q: 3 clusters Score -115563.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -115576.210938 Penalty: 2442.840820
	Iteration 22Q: 3 clusters Score -115576.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -115596.960938 Penalty: 2442.840820
	Iteration 23Q: 3 clusters Score -115597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -115620.281250 Penalty: 2442.840820
	Iteration 24Q: 3 clusters Score -115620.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -115642.960938 Penalty: 2442.840820
	Iteration 25Q: 3 clusters Score -115643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -115652.656250 Penalty: 2442.840820
	Iteration 26Q: 3 clusters Score -115652.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -115661.664062 Penalty: 2442.840820
	Iteration 27Q: 3 clusters Score -115661.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -115666.796875 Penalty: 2442.840820
	Iteration 28Q: 3 clusters Score -115666.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -115671.875000 Penalty: 2442.840820
	Iteration 29Q: 3 clusters Score -115671.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -115675.210938 Penalty: 2442.840820
	Iteration 30Q: 3 clusters Score -115675.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -115678.453125 Penalty: 2442.840820
	Iteration 31Q: 3 clusters Score -115678.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -115682.609375 Penalty: 2442.840820
	Iteration 32Q: 3 clusters Score -115682.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -115685.203125 Penalty: 2442.840820
	Iteration 33Q: 3 clusters Score -115685.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -115689.601562 Penalty: 2442.840820
	Iteration 34Q: 3 clusters Score -115689.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -115694.562500 Penalty: 2442.840820
	Iteration 35Q: 3 clusters Score -115694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -115698.398438 Penalty: 2442.840820
	Iteration 36Q: 3 clusters Score -115698.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -115704.640625 Penalty: 2442.840820
	Iteration 37Q: 3 clusters Score -115704.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -115710.515625 Penalty: 2442.840820
	Iteration 38Q: 3 clusters Score -115710.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -115713.515625 Penalty: 2442.840820
	Iteration 39Q: 3 clusters Score -115713.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -115717.546875 Penalty: 2442.840820
	Iteration 40F: 3 clusters Score -115717.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -115720.398438 Penalty: 2442.840820
	Iteration 41Q: 3 clusters Score -115720.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -115723.125000 Penalty: 2442.840820
	Iteration 42Q: 3 clusters Score -115723.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -115724.882812 Penalty: 2442.840820
	Iteration 43Q: 3 clusters Score -115724.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -115726.101562 Penalty: 2442.840820
	Iteration 44Q: 3 clusters Score -115726.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -115726.757812 Penalty: 2442.840820
	Iteration 45Q: 3 clusters Score -115726.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -115727.562500 Penalty: 2442.840820
	Iteration 46Q: 3 clusters Score -115727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -115728.812500 Penalty: 2442.840820
	Iteration 47Q: 3 clusters Score -115728.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -115728.812500 Penalty: 2442.840820
	Iteration 48F: 3 clusters Score -115728.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Entering Unmasked Estep 
Score: -520026.500000 Penalty: 1464.887207
	Iteration 0F: 2 clusters Score -520026.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -514023.343750 Penalty: 2929.774414
	Iteration 0F: 3 clusters Score -514023.3 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -515911.750000 Penalty: 2929.774414
	Iteration 1F: 3 clusters Score -515911.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -516273.093750 Penalty: 2929.774414
	Iteration 2F: 3 clusters Score -516273.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -516768.781250 Penalty: 2929.774414
	Iteration 3F: 3 clusters Score -516768.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -517343.906250 Penalty: 2929.774414
	Iteration 4F: 3 clusters Score -517343.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -517906.968750 Penalty: 2929.774414
	Iteration 5F: 3 clusters Score -517907 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -518373.968750 Penalty: 2929.774414
	Iteration 6F: 3 clusters Score -518374 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -518785.906250 Penalty: 2929.774414
	Iteration 7F: 3 clusters Score -518785.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -519150.406250 Penalty: 2929.774414
	Iteration 8F: 3 clusters Score -519150.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -519392.625000 Penalty: 2929.774414
	Iteration 9Q: 3 clusters Score -519392.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -519513.250000 Penalty: 2929.774414
	Iteration 10Q: 3 clusters Score -519513.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -519599.156250 Penalty: 2929.774414
	Iteration 11Q: 3 clusters Score -519599.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -519689.281250 Penalty: 2929.774414
	Iteration 12Q: 3 clusters Score -519689.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -519775.062500 Penalty: 2929.774414
	Iteration 13Q: 3 clusters Score -519775.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -519844.656250 Penalty: 2929.774414
	Iteration 14Q: 3 clusters Score -519844.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -519871.343750 Penalty: 2929.774414
	Iteration 15Q: 3 clusters Score -519871.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -519880.093750 Penalty: 2929.774414
	Iteration 16Q: 3 clusters Score -519880.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -519881.062500 Penalty: 2929.774414
	Iteration 17Q: 3 clusters Score -519881.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -519881.406250 Penalty: 2929.774414
	Iteration 18Q: 3 clusters Score -519881.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -519882.875000 Penalty: 2929.774414
	Iteration 19Q: 3 clusters Score -519882.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -519883.718750 Penalty: 2929.774414
	Iteration 20F: 3 clusters Score -519883.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -519883.843750 Penalty: 2929.774414
	Iteration 21Q: 3 clusters Score -519883.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -519883.812500 Penalty: 2929.774414
	Iteration 22Q: 3 clusters Score -519883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -519883.812500 Penalty: 2929.774414
	Iteration 23F: 3 clusters Score -519883.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (130297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130297 members 
Entering Unmasked Estep 
Score: -8347292.000000 Penalty: 1913.855347
	Iteration 0F: 2 clusters Score -8347292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -8260013.000000 Penalty: 3827.710693
	Iteration 0F: 3 clusters Score -8260013 nChanged 62489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71280 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -8297165.000000 Penalty: 3827.710693
	Iteration 1F: 3 clusters Score -8297165 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74712 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -8298818.000000 Penalty: 3827.710693
	Iteration 2Q: 3 clusters Score -8298818 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79850 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -8301693.500000 Penalty: 3827.710693
	Iteration 3Q: 3 clusters Score -8301694 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -8306638.500000 Penalty: 3827.710693
	Iteration 4F: 3 clusters Score -8306638 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96739 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -8314484.000000 Penalty: 3827.710693
	Iteration 5F: 3 clusters Score -8314484 nChanged 10743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107174 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -8324325.500000 Penalty: 3827.710693
	Iteration 6F: 3 clusters Score -8324326 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116287 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -8333041.500000 Penalty: 3827.710693
	Iteration 7F: 3 clusters Score -8333042 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122512 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -8338992.000000 Penalty: 3827.710693
	Iteration 8Q: 3 clusters Score -8338992 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125978 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -8342303.000000 Penalty: 3827.710693
	Iteration 9Q: 3 clusters Score -8342303 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127783 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -8343980.000000 Penalty: 3827.710693
	Iteration 10Q: 3 clusters Score -8343980 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128606 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -8344782.500000 Penalty: 3827.710693
	Iteration 11Q: 3 clusters Score -8344782 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129033 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8345165.500000 Penalty: 3827.710693
	Iteration 12Q: 3 clusters Score -8345166 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129256 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8345344.500000 Penalty: 3827.710693
	Iteration 13Q: 3 clusters Score -8345344 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129394 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8345453.500000 Penalty: 3827.710693
	Iteration 14Q: 3 clusters Score -8345454 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129477 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8345524.500000 Penalty: 3827.710693
	Iteration 15Q: 3 clusters Score -8345524 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129529 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8345563.500000 Penalty: 3827.710693
	Iteration 16Q: 3 clusters Score -8345564 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129584 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8345583.000000 Penalty: 3827.710693
	Iteration 17Q: 3 clusters Score -8345583 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129628 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8345613.000000 Penalty: 3827.710693
	Iteration 18Q: 3 clusters Score -8345613 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129662 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8345636.000000 Penalty: 3827.710693
	Iteration 19Q: 3 clusters Score -8345636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129683 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8345657.500000 Penalty: 3827.710693
	Iteration 20F: 3 clusters Score -8345658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129705 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8345665.000000 Penalty: 3827.710693
	Iteration 21Q: 3 clusters Score -8345665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129724 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8345698.500000 Penalty: 3827.710693
	Iteration 22Q: 3 clusters Score -8345698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129744 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8345709.500000 Penalty: 3827.710693
	Iteration 23Q: 3 clusters Score -8345710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129753 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8345722.000000 Penalty: 3827.710693
	Iteration 24Q: 3 clusters Score -8345722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129759 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8345724.500000 Penalty: 3827.710693
	Iteration 25Q: 3 clusters Score -8345724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129767 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8345728.500000 Penalty: 3827.710693
	Iteration 26Q: 3 clusters Score -8345728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129771 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8345730.500000 Penalty: 3827.710693
	Iteration 27Q: 3 clusters Score -8345730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129779 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8345740.000000 Penalty: 3827.710693
	Iteration 28Q: 3 clusters Score -8345740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129788 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8345744.500000 Penalty: 3827.710693
	Iteration 29Q: 3 clusters Score -8345744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129797 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8345744.000000 Penalty: 3827.710693
	Iteration 30Q: 3 clusters Score -8345744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129798 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8345743.500000 Penalty: 3827.710693
	Iteration 31Q: 3 clusters Score -8345744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129801 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8345748.500000 Penalty: 3827.710693
	Iteration 32Q: 3 clusters Score -8345748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129803 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8345747.000000 Penalty: 3827.710693
	Iteration 33Q: 3 clusters Score -8345747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129807 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8345742.500000 Penalty: 3827.710693
	Iteration 34Q: 3 clusters Score -8345742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129809 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8345739.000000 Penalty: 3827.710693
	Iteration 35Q: 3 clusters Score -8345739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129810 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8345739.000000 Penalty: 3827.710693
	Iteration 36Q: 3 clusters Score -8345739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129809 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8345740.000000 Penalty: 3827.710693
	Iteration 37Q: 3 clusters Score -8345740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129809 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8345740.000000 Penalty: 3827.710693
	Iteration 38F: 3 clusters Score -8345740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Entering Unmasked Estep 
Score: -205525.125000 Penalty: 1311.318970
	Iteration 0F: 2 clusters Score -205525.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -202648.281250 Penalty: 2622.637939
	Iteration 0F: 3 clusters Score -202648.3 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -203304.703125 Penalty: 2622.637939
	Iteration 1F: 3 clusters Score -203304.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -203411.203125 Penalty: 2622.637939
	Iteration 2F: 3 clusters Score -203411.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -203476.093750 Penalty: 2622.637939
	Iteration 3Q: 3 clusters Score -203476.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -203513.593750 Penalty: 2622.637939
	Iteration 4Q: 3 clusters Score -203513.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -203537.562500 Penalty: 2622.637939
	Iteration 5Q: 3 clusters Score -203537.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -203563.156250 Penalty: 2622.637939
	Iteration 6Q: 3 clusters Score -203563.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -203585.906250 Penalty: 2622.637939
	Iteration 7Q: 3 clusters Score -203585.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -203605.812500 Penalty: 2622.637939
	Iteration 8Q: 3 clusters Score -203605.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -203617.765625 Penalty: 2622.637939
	Iteration 9Q: 3 clusters Score -203617.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -203625.703125 Penalty: 2622.637939
	Iteration 10Q: 3 clusters Score -203625.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -203630.343750 Penalty: 2622.637939
	Iteration 11Q: 3 clusters Score -203630.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -203634.093750 Penalty: 2622.637939
	Iteration 12Q: 3 clusters Score -203634.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -203637.390625 Penalty: 2622.637939
	Iteration 13Q: 3 clusters Score -203637.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -203639.156250 Penalty: 2622.637939
	Iteration 14Q: 3 clusters Score -203639.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -203640.234375 Penalty: 2622.637939
	Iteration 15Q: 3 clusters Score -203640.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -203641.250000 Penalty: 2622.637939
	Iteration 16Q: 3 clusters Score -203641.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -203642.671875 Penalty: 2622.637939
	Iteration 17Q: 3 clusters Score -203642.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -203645.109375 Penalty: 2622.637939
	Iteration 18Q: 3 clusters Score -203645.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -203647.156250 Penalty: 2622.637939
	Iteration 19Q: 3 clusters Score -203647.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -203648.921875 Penalty: 2622.637939
	Iteration 20F: 3 clusters Score -203648.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -203652.265625 Penalty: 2622.637939
	Iteration 21Q: 3 clusters Score -203652.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -203655.718750 Penalty: 2622.637939
	Iteration 22Q: 3 clusters Score -203655.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -203658.109375 Penalty: 2622.637939
	Iteration 23Q: 3 clusters Score -203658.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -203659.500000 Penalty: 2622.637939
	Iteration 24Q: 3 clusters Score -203659.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -203661.500000 Penalty: 2622.637939
	Iteration 25Q: 3 clusters Score -203661.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -203663.765625 Penalty: 2622.637939
	Iteration 26Q: 3 clusters Score -203663.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -203665.890625 Penalty: 2622.637939
	Iteration 27Q: 3 clusters Score -203665.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -203668.734375 Penalty: 2622.637939
	Iteration 28Q: 3 clusters Score -203668.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -203672.953125 Penalty: 2622.637939
	Iteration 29Q: 3 clusters Score -203673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -203676.750000 Penalty: 2622.637939
	Iteration 30Q: 3 clusters Score -203676.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -203680.531250 Penalty: 2622.637939
	Iteration 31Q: 3 clusters Score -203680.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -203684.328125 Penalty: 2622.637939
	Iteration 32Q: 3 clusters Score -203684.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -203687.328125 Penalty: 2622.637939
	Iteration 33Q: 3 clusters Score -203687.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -203688.734375 Penalty: 2622.637939
	Iteration 34Q: 3 clusters Score -203688.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -203691.656250 Penalty: 2622.637939
	Iteration 35Q: 3 clusters Score -203691.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -203693.593750 Penalty: 2622.637939
	Iteration 36Q: 3 clusters Score -203693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -203694.406250 Penalty: 2622.637939
	Iteration 37Q: 3 clusters Score -203694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -203695.296875 Penalty: 2622.637939
	Iteration 38Q: 3 clusters Score -203695.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -203695.500000 Penalty: 2622.637939
	Iteration 39Q: 3 clusters Score -203695.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -203695.750000 Penalty: 2622.637939
	Iteration 40F: 3 clusters Score -203695.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Entering Unmasked Estep 
Score: -197820.750000 Penalty: 1326.547852
	Iteration 0F: 2 clusters Score -197820.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -194856.312500 Penalty: 2653.095703
	Iteration 0F: 3 clusters Score -194856.3 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -195723.093750 Penalty: 2653.095703
	Iteration 1F: 3 clusters Score -195723.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -196071.312500 Penalty: 2653.095703
	Iteration 2F: 3 clusters Score -196071.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -196428.531250 Penalty: 2653.095703
	Iteration 3F: 3 clusters Score -196428.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -196791.765625 Penalty: 2653.095703
	Iteration 4F: 3 clusters Score -196791.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -197049.984375 Penalty: 2653.095703
	Iteration 5F: 3 clusters Score -197050 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -197238.515625 Penalty: 2653.095703
	Iteration 6F: 3 clusters Score -197238.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -197349.296875 Penalty: 2653.095703
	Iteration 7Q: 3 clusters Score -197349.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -197422.093750 Penalty: 2653.095703
	Iteration 8Q: 3 clusters Score -197422.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -197464.343750 Penalty: 2653.095703
	Iteration 9Q: 3 clusters Score -197464.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -197485.468750 Penalty: 2653.095703
	Iteration 10Q: 3 clusters Score -197485.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -197491.328125 Penalty: 2653.095703
	Iteration 11Q: 3 clusters Score -197491.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -197492.578125 Penalty: 2653.095703
	Iteration 12Q: 3 clusters Score -197492.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -197494.062500 Penalty: 2653.095703
	Iteration 13Q: 3 clusters Score -197494.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -197494.062500 Penalty: 2653.095703
	Iteration 14F: 3 clusters Score -197494.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Entering Unmasked Estep 
Score: -948585.000000 Penalty: 1558.142822
	Iteration 0F: 2 clusters Score -948585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -938447.500000 Penalty: 3116.285645
	Iteration 0F: 3 clusters Score -938447.5 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -942050.437500 Penalty: 3116.285645
	Iteration 1F: 3 clusters Score -942050.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -942395.500000 Penalty: 3116.285645
	Iteration 2F: 3 clusters Score -942395.5 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -942700.562500 Penalty: 3116.285645
	Iteration 3F: 3 clusters Score -942700.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -942950.062500 Penalty: 3116.285645
	Iteration 4Q: 3 clusters Score -942950.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -943173.687500 Penalty: 3116.285645
	Iteration 5Q: 3 clusters Score -943173.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -943437.187500 Penalty: 3116.285645
	Iteration 6Q: 3 clusters Score -943437.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -943757.125000 Penalty: 3116.285645
	Iteration 7Q: 3 clusters Score -943757.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -944162.312500 Penalty: 3116.285645
	Iteration 8Q: 3 clusters Score -944162.3 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -944602.437500 Penalty: 3116.285645
	Iteration 9Q: 3 clusters Score -944602.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -945025.312500 Penalty: 3116.285645
	Iteration 10Q: 3 clusters Score -945025.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -945361.250000 Penalty: 3116.285645
	Iteration 11Q: 3 clusters Score -945361.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -945574.062500 Penalty: 3116.285645
	Iteration 12Q: 3 clusters Score -945574.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -945724.187500 Penalty: 3116.285645
	Iteration 13Q: 3 clusters Score -945724.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -945844.625000 Penalty: 3116.285645
	Iteration 14Q: 3 clusters Score -945844.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -945930.312500 Penalty: 3116.285645
	Iteration 15Q: 3 clusters Score -945930.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -946011.750000 Penalty: 3116.285645
	Iteration 16Q: 3 clusters Score -946011.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -946085.312500 Penalty: 3116.285645
	Iteration 17Q: 3 clusters Score -946085.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -946161.312500 Penalty: 3116.285645
	Iteration 18Q: 3 clusters Score -946161.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -946234.562500 Penalty: 3116.285645
	Iteration 19Q: 3 clusters Score -946234.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -946310.062500 Penalty: 3116.285645
	Iteration 20F: 3 clusters Score -946310.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -946406.937500 Penalty: 3116.285645
	Iteration 21Q: 3 clusters Score -946406.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -946492.187500 Penalty: 3116.285645
	Iteration 22Q: 3 clusters Score -946492.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -946550.125000 Penalty: 3116.285645
	Iteration 23Q: 3 clusters Score -946550.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -946601.000000 Penalty: 3116.285645
	Iteration 24Q: 3 clusters Score -946601 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -946656.562500 Penalty: 3116.285645
	Iteration 25Q: 3 clusters Score -946656.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -946706.875000 Penalty: 3116.285645
	Iteration 26Q: 3 clusters Score -946706.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -946764.062500 Penalty: 3116.285645
	Iteration 27Q: 3 clusters Score -946764.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -946809.250000 Penalty: 3116.285645
	Iteration 28Q: 3 clusters Score -946809.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -946845.250000 Penalty: 3116.285645
	Iteration 29Q: 3 clusters Score -946845.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -946871.937500 Penalty: 3116.285645
	Iteration 30Q: 3 clusters Score -946871.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -946899.937500 Penalty: 3116.285645
	Iteration 31Q: 3 clusters Score -946899.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -946936.375000 Penalty: 3116.285645
	Iteration 32Q: 3 clusters Score -946936.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -946970.312500 Penalty: 3116.285645
	Iteration 33Q: 3 clusters Score -946970.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -946999.937500 Penalty: 3116.285645
	Iteration 34Q: 3 clusters Score -946999.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -947019.812500 Penalty: 3116.285645
	Iteration 35Q: 3 clusters Score -947019.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -947033.437500 Penalty: 3116.285645
	Iteration 36Q: 3 clusters Score -947033.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -947048.062500 Penalty: 3116.285645
	Iteration 37Q: 3 clusters Score -947048.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -947060.187500 Penalty: 3116.285645
	Iteration 38Q: 3 clusters Score -947060.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -947064.250000 Penalty: 3116.285645
	Iteration 39Q: 3 clusters Score -947064.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -947071.437500 Penalty: 3116.285645
	Iteration 40F: 3 clusters Score -947071.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -947076.937500 Penalty: 3116.285645
	Iteration 41Q: 3 clusters Score -947076.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -947081.875000 Penalty: 3116.285645
	Iteration 42Q: 3 clusters Score -947081.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -947089.125000 Penalty: 3116.285645
	Iteration 43Q: 3 clusters Score -947089.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -947098.687500 Penalty: 3116.285645
	Iteration 44Q: 3 clusters Score -947098.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -947108.750000 Penalty: 3116.285645
	Iteration 45Q: 3 clusters Score -947108.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -947115.062500 Penalty: 3116.285645
	Iteration 46Q: 3 clusters Score -947115.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -947119.625000 Penalty: 3116.285645
	Iteration 47Q: 3 clusters Score -947119.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -947124.687500 Penalty: 3116.285645
	Iteration 48Q: 3 clusters Score -947124.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -947128.875000 Penalty: 3116.285645
	Iteration 49Q: 3 clusters Score -947128.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -947136.000000 Penalty: 3116.285645
	Iteration 50Q: 3 clusters Score -947136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -947141.375000 Penalty: 3116.285645
	Iteration 51Q: 3 clusters Score -947141.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -947145.125000 Penalty: 3116.285645
	Iteration 52Q: 3 clusters Score -947145.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -947146.687500 Penalty: 3116.285645
	Iteration 53Q: 3 clusters Score -947146.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -947150.812500 Penalty: 3116.285645
	Iteration 54Q: 3 clusters Score -947150.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -947154.875000 Penalty: 3116.285645
	Iteration 55Q: 3 clusters Score -947154.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -947156.500000 Penalty: 3116.285645
	Iteration 56Q: 3 clusters Score -947156.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -947158.875000 Penalty: 3116.285645
	Iteration 57Q: 3 clusters Score -947158.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -947158.437500 Penalty: 3116.285645
	Iteration 58Q: 3 clusters Score -947158.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -947160.875000 Penalty: 3116.285645
	Iteration 59Q: 3 clusters Score -947160.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -947164.375000 Penalty: 3116.285645
	Iteration 60F: 3 clusters Score -947164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -947166.375000 Penalty: 3116.285645
	Iteration 61Q: 3 clusters Score -947166.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -947167.312500 Penalty: 3116.285645
	Iteration 62Q: 3 clusters Score -947167.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -947167.437500 Penalty: 3116.285645
	Iteration 63Q: 3 clusters Score -947167.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -947170.187500 Penalty: 3116.285645
	Iteration 64Q: 3 clusters Score -947170.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -947172.812500 Penalty: 3116.285645
	Iteration 65Q: 3 clusters Score -947172.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -947174.500000 Penalty: 3116.285645
	Iteration 66Q: 3 clusters Score -947174.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -947174.312500 Penalty: 3116.285645
	Iteration 67Q: 3 clusters Score -947174.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -947176.125000 Penalty: 3116.285645
	Iteration 68Q: 3 clusters Score -947176.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -947174.250000 Penalty: 3116.285645
	Iteration 69Q: 3 clusters Score -947174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -947175.562500 Penalty: 3116.285645
	Iteration 70Q: 3 clusters Score -947175.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -947175.562500 Penalty: 3116.285645
	Iteration 71F: 3 clusters Score -947175.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -59896.242188 Penalty: 1119.723999
	Iteration 0F: 2 clusters Score -59896.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -58474.710938 Penalty: 2239.447998
	Iteration 0F: 3 clusters Score -58474.71 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -58734.132812 Penalty: 2239.447998
	Iteration 1F: 3 clusters Score -58734.13 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -58797.902344 Penalty: 2239.447998
	Iteration 2F: 3 clusters Score -58797.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -58825.371094 Penalty: 2239.447998
	Iteration 3Q: 3 clusters Score -58825.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -58852.843750 Penalty: 2239.447998
	Iteration 4Q: 3 clusters Score -58852.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -58879.960938 Penalty: 2239.447998
	Iteration 5Q: 3 clusters Score -58879.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -58897.656250 Penalty: 2239.447998
	Iteration 6Q: 3 clusters Score -58897.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -58915.789062 Penalty: 2239.447998
	Iteration 7Q: 3 clusters Score -58915.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -58927.175781 Penalty: 2239.447998
	Iteration 8Q: 3 clusters Score -58927.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -58934.847656 Penalty: 2239.447998
	Iteration 9Q: 3 clusters Score -58934.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -58942.648438 Penalty: 2239.447998
	Iteration 10Q: 3 clusters Score -58942.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -58955.035156 Penalty: 2239.447998
	Iteration 11Q: 3 clusters Score -58955.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -58959.796875 Penalty: 2239.447998
	Iteration 12Q: 3 clusters Score -58959.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -58962.988281 Penalty: 2239.447998
	Iteration 13Q: 3 clusters Score -58962.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -58965.175781 Penalty: 2239.447998
	Iteration 14Q: 3 clusters Score -58965.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -58965.421875 Penalty: 2239.447998
	Iteration 15Q: 3 clusters Score -58965.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -58966.621094 Penalty: 2239.447998
	Iteration 16Q: 3 clusters Score -58966.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -58967.289062 Penalty: 2239.447998
	Iteration 17Q: 3 clusters Score -58967.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -58967.289062 Penalty: 2239.447998
	Iteration 18F: 3 clusters Score -58967.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (358376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358376 members 
Entering Unmasked Estep 
Score: -22234530.000000 Penalty: 2078.267334
	Iteration 0F: 2 clusters Score -2.223453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179314 members 
Mstep: Class 2 contains 179062 members 
Entering Unmasked Estep 
Score: -21992694.000000 Penalty: 4156.534668
	Iteration 0F: 3 clusters Score -2.199269e+07 nChanged 174615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181665 members 
Mstep: Class 2 contains 176711 members 
Entering Unmasked Estep 
Score: -22097382.000000 Penalty: 4156.534668
	Iteration 1F: 3 clusters Score -2.209738e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182909 members 
Mstep: Class 2 contains 175467 members 
Entering Unmasked Estep 
Score: -22098520.000000 Penalty: 4156.534668
	Iteration 2Q: 3 clusters Score -2.209852e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185148 members 
Mstep: Class 2 contains 173228 members 
Entering Unmasked Estep 
Score: -22099850.000000 Penalty: 4156.534668
	Iteration 3Q: 3 clusters Score -2.209985e+07 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188866 members 
Mstep: Class 2 contains 169510 members 
Entering Unmasked Estep 
Score: -22101740.000000 Penalty: 4156.534668
	Iteration 4Q: 3 clusters Score -2.210174e+07 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194722 members 
Mstep: Class 2 contains 163654 members 
Entering Unmasked Estep 
Score: -22104810.000000 Penalty: 4156.534668
	Iteration 5Q: 3 clusters Score -2.210481e+07 nChanged 12678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203658 members 
Mstep: Class 2 contains 154718 members 
Entering Unmasked Estep 
Score: -22109686.000000 Penalty: 4156.534668
	Iteration 6Q: 3 clusters Score -2.210969e+07 nChanged 16351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216971 members 
Mstep: Class 2 contains 141405 members 
Entering Unmasked Estep 
Score: -22117948.000000 Penalty: 4156.534668
	Iteration 7Q: 3 clusters Score -2.211795e+07 nChanged 20644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235043 members 
Mstep: Class 2 contains 123333 members 
Entering Unmasked Estep 
Score: -22132110.000000 Penalty: 4156.534668
	Iteration 8F: 3 clusters Score -2.213211e+07 nChanged 23703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256570 members 
Mstep: Class 2 contains 101806 members 
Entering Unmasked Estep 
Score: -22150756.000000 Penalty: 4156.534668
	Iteration 9F: 3 clusters Score -2.215076e+07 nChanged 23108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277764 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -22169416.000000 Penalty: 4156.534668
	Iteration 10F: 3 clusters Score -2.216942e+07 nChanged 19584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295742 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -22184496.000000 Penalty: 4156.534668
	Iteration 11F: 3 clusters Score -2.21845e+07 nChanged 15279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310053 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -22195964.000000 Penalty: 4156.534668
	Iteration 12Q: 3 clusters Score -2.219596e+07 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321458 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -22204312.000000 Penalty: 4156.534668
	Iteration 13Q: 3 clusters Score -2.220431e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330975 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -22211444.000000 Penalty: 4156.534668
	Iteration 14Q: 3 clusters Score -2.221144e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338963 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -22217282.000000 Penalty: 4156.534668
	Iteration 15Q: 3 clusters Score -2.221728e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345568 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -22222596.000000 Penalty: 4156.534668
	Iteration 16Q: 3 clusters Score -2.22226e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350753 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -22226982.000000 Penalty: 4156.534668
	Iteration 17Q: 3 clusters Score -2.222698e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354229 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -22229664.000000 Penalty: 4156.534668
	Iteration 18Q: 3 clusters Score -2.222966e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356274 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -22231244.000000 Penalty: 4156.534668
	Iteration 19Q: 3 clusters Score -2.223124e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357260 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -22231964.000000 Penalty: 4156.534668
	Iteration 20F: 3 clusters Score -2.223196e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357713 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -22232338.000000 Penalty: 4156.534668
	Iteration 21Q: 3 clusters Score -2.223234e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357924 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -22232468.000000 Penalty: 4156.534668
	Iteration 22Q: 3 clusters Score -2.223247e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358030 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -22232590.000000 Penalty: 4156.534668
	Iteration 23Q: 3 clusters Score -2.223259e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358074 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -22232638.000000 Penalty: 4156.534668
	Iteration 24Q: 3 clusters Score -2.223264e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358100 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -22232670.000000 Penalty: 4156.534668
	Iteration 25Q: 3 clusters Score -2.223267e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358123 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -22232676.000000 Penalty: 4156.534668
	Iteration 26Q: 3 clusters Score -2.223268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358137 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22232690.000000 Penalty: 4156.534668
	Iteration 27Q: 3 clusters Score -2.223269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358144 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22232700.000000 Penalty: 4156.534668
	Iteration 28Q: 3 clusters Score -2.22327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358147 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22232698.000000 Penalty: 4156.534668
	Iteration 29Q: 3 clusters Score -2.22327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358149 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22232696.000000 Penalty: 4156.534668
	Iteration 30Q: 3 clusters Score -2.22327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358151 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22232702.000000 Penalty: 4156.534668
	Iteration 31Q: 3 clusters Score -2.22327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358154 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22232726.000000 Penalty: 4156.534668
	Iteration 32Q: 3 clusters Score -2.223273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358155 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22232718.000000 Penalty: 4156.534668
	Iteration 33Q: 3 clusters Score -2.223272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358155 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22232718.000000 Penalty: 4156.534668
	Iteration 34F: 3 clusters Score -2.223272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Entering Unmasked Estep 
Score: -1623705.500000 Penalty: 1648.163330
	Iteration 0F: 2 clusters Score -1623706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1606595.500000 Penalty: 3296.326660
	Iteration 0F: 3 clusters Score -1606596 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1613169.500000 Penalty: 3296.326660
	Iteration 1F: 3 clusters Score -1613170 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1613677.125000 Penalty: 3296.326660
	Iteration 2F: 3 clusters Score -1613677 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1614302.125000 Penalty: 3296.326660
	Iteration 3F: 3 clusters Score -1614302 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1615274.250000 Penalty: 3296.326660
	Iteration 4F: 3 clusters Score -1615274 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1616604.750000 Penalty: 3296.326660
	Iteration 5F: 3 clusters Score -1616605 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1618209.875000 Penalty: 3296.326660
	Iteration 6F: 3 clusters Score -1618210 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1619741.625000 Penalty: 3296.326660
	Iteration 7F: 3 clusters Score -1619742 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1620917.625000 Penalty: 3296.326660
	Iteration 8Q: 3 clusters Score -1620918 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1621586.625000 Penalty: 3296.326660
	Iteration 9Q: 3 clusters Score -1621587 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1621895.125000 Penalty: 3296.326660
	Iteration 10Q: 3 clusters Score -1621895 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1622052.000000 Penalty: 3296.326660
	Iteration 11Q: 3 clusters Score -1622052 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1622119.500000 Penalty: 3296.326660
	Iteration 12Q: 3 clusters Score -1622120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1622157.625000 Penalty: 3296.326660
	Iteration 13Q: 3 clusters Score -1622158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1622191.375000 Penalty: 3296.326660
	Iteration 14Q: 3 clusters Score -1622191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1622210.125000 Penalty: 3296.326660
	Iteration 15Q: 3 clusters Score -1622210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1622224.250000 Penalty: 3296.326660
	Iteration 16Q: 3 clusters Score -1622224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1622231.875000 Penalty: 3296.326660
	Iteration 17Q: 3 clusters Score -1622232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1622241.000000 Penalty: 3296.326660
	Iteration 18Q: 3 clusters Score -1622241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1622247.000000 Penalty: 3296.326660
	Iteration 19Q: 3 clusters Score -1622247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1622251.125000 Penalty: 3296.326660
	Iteration 20F: 3 clusters Score -1622251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1622256.125000 Penalty: 3296.326660
	Iteration 21Q: 3 clusters Score -1622256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1622262.250000 Penalty: 3296.326660
	Iteration 22Q: 3 clusters Score -1622262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1622266.250000 Penalty: 3296.326660
	Iteration 23Q: 3 clusters Score -1622266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1622271.625000 Penalty: 3296.326660
	Iteration 24Q: 3 clusters Score -1622272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1622279.125000 Penalty: 3296.326660
	Iteration 25Q: 3 clusters Score -1622279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1622283.500000 Penalty: 3296.326660
	Iteration 26Q: 3 clusters Score -1622284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1622283.125000 Penalty: 3296.326660
	Iteration 27Q: 3 clusters Score -1622283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1622283.125000 Penalty: 3296.326660
	Iteration 28F: 3 clusters Score -1622283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Entering Unmasked Estep 
Score: -805860.437500 Penalty: 1534.003662
	Iteration 0F: 2 clusters Score -805860.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -796967.125000 Penalty: 3068.007324
	Iteration 0F: 3 clusters Score -796967.1 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -799957.687500 Penalty: 3068.007324
	Iteration 1F: 3 clusters Score -799957.7 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -800198.437500 Penalty: 3068.007324
	Iteration 2F: 3 clusters Score -800198.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -800386.312500 Penalty: 3068.007324
	Iteration 3Q: 3 clusters Score -800386.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -800535.000000 Penalty: 3068.007324
	Iteration 4Q: 3 clusters Score -800535 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -800660.187500 Penalty: 3068.007324
	Iteration 5Q: 3 clusters Score -800660.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -800773.437500 Penalty: 3068.007324
	Iteration 6Q: 3 clusters Score -800773.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -800904.375000 Penalty: 3068.007324
	Iteration 7Q: 3 clusters Score -800904.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -801091.562500 Penalty: 3068.007324
	Iteration 8Q: 3 clusters Score -801091.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -801335.062500 Penalty: 3068.007324
	Iteration 9Q: 3 clusters Score -801335.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -801637.625000 Penalty: 3068.007324
	Iteration 10Q: 3 clusters Score -801637.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -802030.625000 Penalty: 3068.007324
	Iteration 11Q: 3 clusters Score -802030.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -802503.937500 Penalty: 3068.007324
	Iteration 12F: 3 clusters Score -802503.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -802971.812500 Penalty: 3068.007324
	Iteration 13F: 3 clusters Score -802971.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -803344.562500 Penalty: 3068.007324
	Iteration 14Q: 3 clusters Score -803344.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -803669.062500 Penalty: 3068.007324
	Iteration 15Q: 3 clusters Score -803669.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -803904.062500 Penalty: 3068.007324
	Iteration 16Q: 3 clusters Score -803904.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -804098.750000 Penalty: 3068.007324
	Iteration 17Q: 3 clusters Score -804098.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -804226.812500 Penalty: 3068.007324
	Iteration 18Q: 3 clusters Score -804226.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -804329.375000 Penalty: 3068.007324
	Iteration 19Q: 3 clusters Score -804329.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -804394.375000 Penalty: 3068.007324
	Iteration 20F: 3 clusters Score -804394.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -804430.437500 Penalty: 3068.007324
	Iteration 21Q: 3 clusters Score -804430.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -804452.375000 Penalty: 3068.007324
	Iteration 22Q: 3 clusters Score -804452.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -804480.875000 Penalty: 3068.007324
	Iteration 23Q: 3 clusters Score -804480.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -804496.125000 Penalty: 3068.007324
	Iteration 24Q: 3 clusters Score -804496.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -804504.625000 Penalty: 3068.007324
	Iteration 25Q: 3 clusters Score -804504.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -804514.500000 Penalty: 3068.007324
	Iteration 26Q: 3 clusters Score -804514.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -804519.250000 Penalty: 3068.007324
	Iteration 27Q: 3 clusters Score -804519.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -804523.250000 Penalty: 3068.007324
	Iteration 28Q: 3 clusters Score -804523.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -804525.500000 Penalty: 3068.007324
	Iteration 29Q: 3 clusters Score -804525.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -804526.000000 Penalty: 3068.007324
	Iteration 30Q: 3 clusters Score -804526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -804527.375000 Penalty: 3068.007324
	Iteration 31Q: 3 clusters Score -804527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -804528.250000 Penalty: 3068.007324
	Iteration 32Q: 3 clusters Score -804528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -804528.000000 Penalty: 3068.007324
	Iteration 33Q: 3 clusters Score -804528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -804528.625000 Penalty: 3068.007324
	Iteration 34Q: 3 clusters Score -804528.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -804528.625000 Penalty: 3068.007324
	Iteration 35Q: 3 clusters Score -804528.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -804529.062500 Penalty: 3068.007324
	Iteration 36Q: 3 clusters Score -804529.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -804529.062500 Penalty: 3068.007324
	Iteration 37F: 3 clusters Score -804529.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Entering Unmasked Estep 
Score: -1099983.250000 Penalty: 1594.107300
	Iteration 0F: 2 clusters Score -1099983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1087529.750000 Penalty: 3188.214600
	Iteration 0F: 3 clusters Score -1087530 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1092008.500000 Penalty: 3188.214600
	Iteration 1F: 3 clusters Score -1092008 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1092297.250000 Penalty: 3188.214600
	Iteration 2Q: 3 clusters Score -1092297 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1092526.750000 Penalty: 3188.214600
	Iteration 3Q: 3 clusters Score -1092527 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1092752.375000 Penalty: 3188.214600
	Iteration 4Q: 3 clusters Score -1092752 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1093034.500000 Penalty: 3188.214600
	Iteration 5Q: 3 clusters Score -1093034 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1093368.000000 Penalty: 3188.214600
	Iteration 6Q: 3 clusters Score -1093368 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1093874.875000 Penalty: 3188.214600
	Iteration 7Q: 3 clusters Score -1093875 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1094578.125000 Penalty: 3188.214600
	Iteration 8F: 3 clusters Score -1094578 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1095440.875000 Penalty: 3188.214600
	Iteration 9F: 3 clusters Score -1095441 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1096241.500000 Penalty: 3188.214600
	Iteration 10F: 3 clusters Score -1096242 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1096921.500000 Penalty: 3188.214600
	Iteration 11Q: 3 clusters Score -1096922 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1097446.500000 Penalty: 3188.214600
	Iteration 12Q: 3 clusters Score -1097446 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1097824.375000 Penalty: 3188.214600
	Iteration 13Q: 3 clusters Score -1097824 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1098080.500000 Penalty: 3188.214600
	Iteration 14Q: 3 clusters Score -1098080 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1098248.125000 Penalty: 3188.214600
	Iteration 15Q: 3 clusters Score -1098248 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1098347.375000 Penalty: 3188.214600
	Iteration 16Q: 3 clusters Score -1098347 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1098404.125000 Penalty: 3188.214600
	Iteration 17Q: 3 clusters Score -1098404 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1098463.125000 Penalty: 3188.214600
	Iteration 18Q: 3 clusters Score -1098463 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1098495.125000 Penalty: 3188.214600
	Iteration 19Q: 3 clusters Score -1098495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1098529.500000 Penalty: 3188.214600
	Iteration 20F: 3 clusters Score -1098530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1098556.250000 Penalty: 3188.214600
	Iteration 21Q: 3 clusters Score -1098556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1098572.250000 Penalty: 3188.214600
	Iteration 22Q: 3 clusters Score -1098572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1098584.500000 Penalty: 3188.214600
	Iteration 23Q: 3 clusters Score -1098584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1098593.875000 Penalty: 3188.214600
	Iteration 24Q: 3 clusters Score -1098594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1098600.875000 Penalty: 3188.214600
	Iteration 25Q: 3 clusters Score -1098601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1098605.750000 Penalty: 3188.214600
	Iteration 26Q: 3 clusters Score -1098606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1098608.500000 Penalty: 3188.214600
	Iteration 27Q: 3 clusters Score -1098608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1098612.375000 Penalty: 3188.214600
	Iteration 28Q: 3 clusters Score -1098612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1098614.500000 Penalty: 3188.214600
	Iteration 29Q: 3 clusters Score -1098614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1098614.750000 Penalty: 3188.214600
	Iteration 30Q: 3 clusters Score -1098615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1098617.250000 Penalty: 3188.214600
	Iteration 31Q: 3 clusters Score -1098617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1098618.750000 Penalty: 3188.214600
	Iteration 32Q: 3 clusters Score -1098619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1098624.625000 Penalty: 3188.214600
	Iteration 33Q: 3 clusters Score -1098625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1098627.125000 Penalty: 3188.214600
	Iteration 34Q: 3 clusters Score -1098627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1098630.125000 Penalty: 3188.214600
	Iteration 35Q: 3 clusters Score -1098630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1098630.125000 Penalty: 3188.214600
	Iteration 36F: 3 clusters Score -1098630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Entering Unmasked Estep 
Score: -1340368.250000 Penalty: 1618.501587
	Iteration 0F: 2 clusters Score -1340368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1325906.750000 Penalty: 3237.003174
	Iteration 0F: 3 clusters Score -1325907 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1331193.750000 Penalty: 3237.003174
	Iteration 1F: 3 clusters Score -1331194 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1331795.125000 Penalty: 3237.003174
	Iteration 2F: 3 clusters Score -1331795 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1332525.625000 Penalty: 3237.003174
	Iteration 3F: 3 clusters Score -1332526 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1333356.750000 Penalty: 3237.003174
	Iteration 4F: 3 clusters Score -1333357 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1334347.500000 Penalty: 3237.003174
	Iteration 5F: 3 clusters Score -1334348 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1335489.500000 Penalty: 3237.003174
	Iteration 6F: 3 clusters Score -1335490 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1336662.500000 Penalty: 3237.003174
	Iteration 7F: 3 clusters Score -1336662 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -1337714.375000 Penalty: 3237.003174
	Iteration 8F: 3 clusters Score -1337714 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -1338530.500000 Penalty: 3237.003174
	Iteration 9Q: 3 clusters Score -1338530 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -1339129.000000 Penalty: 3237.003174
	Iteration 10Q: 3 clusters Score -1339129 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -1339506.000000 Penalty: 3237.003174
	Iteration 11Q: 3 clusters Score -1339506 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -1339724.500000 Penalty: 3237.003174
	Iteration 12Q: 3 clusters Score -1339724 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -1339859.375000 Penalty: 3237.003174
	Iteration 13Q: 3 clusters Score -1339859 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -1339950.250000 Penalty: 3237.003174
	Iteration 14Q: 3 clusters Score -1339950 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -1340018.625000 Penalty: 3237.003174
	Iteration 15Q: 3 clusters Score -1340019 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -1340057.375000 Penalty: 3237.003174
	Iteration 16Q: 3 clusters Score -1340057 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -1340086.250000 Penalty: 3237.003174
	Iteration 17Q: 3 clusters Score -1340086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -1340102.875000 Penalty: 3237.003174
	Iteration 18Q: 3 clusters Score -1340103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -1340117.500000 Penalty: 3237.003174
	Iteration 19Q: 3 clusters Score -1340118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -1340125.000000 Penalty: 3237.003174
	Iteration 20F: 3 clusters Score -1340125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -1340133.625000 Penalty: 3237.003174
	Iteration 21Q: 3 clusters Score -1340134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -1340139.875000 Penalty: 3237.003174
	Iteration 22Q: 3 clusters Score -1340140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -1340146.500000 Penalty: 3237.003174
	Iteration 23Q: 3 clusters Score -1340146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -1340148.875000 Penalty: 3237.003174
	Iteration 24Q: 3 clusters Score -1340149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -1340147.625000 Penalty: 3237.003174
	Iteration 25Q: 3 clusters Score -1340148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -1340155.125000 Penalty: 3237.003174
	Iteration 26Q: 3 clusters Score -1340155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -1340153.625000 Penalty: 3237.003174
	Iteration 27Q: 3 clusters Score -1340154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -1340160.500000 Penalty: 3237.003174
	Iteration 28Q: 3 clusters Score -1340160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -1340161.500000 Penalty: 3237.003174
	Iteration 29Q: 3 clusters Score -1340162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -1340162.125000 Penalty: 3237.003174
	Iteration 30Q: 3 clusters Score -1340162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -1340161.375000 Penalty: 3237.003174
	Iteration 31Q: 3 clusters Score -1340161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -1340161.375000 Penalty: 3237.003174
	Iteration 32F: 3 clusters Score -1340161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Entering Unmasked Estep 
Score: -1197849.125000 Penalty: 1597.803345
	Iteration 0F: 2 clusters Score -1197849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1185056.250000 Penalty: 3195.606689
	Iteration 0F: 3 clusters Score -1185056 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1189555.000000 Penalty: 3195.606689
	Iteration 1F: 3 clusters Score -1189555 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1189798.125000 Penalty: 3195.606689
	Iteration 2Q: 3 clusters Score -1189798 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1189992.875000 Penalty: 3195.606689
	Iteration 3Q: 3 clusters Score -1189993 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1190167.125000 Penalty: 3195.606689
	Iteration 4Q: 3 clusters Score -1190167 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1190343.000000 Penalty: 3195.606689
	Iteration 5Q: 3 clusters Score -1190343 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1190526.375000 Penalty: 3195.606689
	Iteration 6Q: 3 clusters Score -1190526 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1190735.000000 Penalty: 3195.606689
	Iteration 7Q: 3 clusters Score -1190735 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1190997.750000 Penalty: 3195.606689
	Iteration 8Q: 3 clusters Score -1190998 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1191357.250000 Penalty: 3195.606689
	Iteration 9Q: 3 clusters Score -1191357 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1191845.500000 Penalty: 3195.606689
	Iteration 10Q: 3 clusters Score -1191846 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1192502.250000 Penalty: 3195.606689
	Iteration 11Q: 3 clusters Score -1192502 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1193238.750000 Penalty: 3195.606689
	Iteration 12F: 3 clusters Score -1193239 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1193996.500000 Penalty: 3195.606689
	Iteration 13Q: 3 clusters Score -1193996 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1194596.375000 Penalty: 3195.606689
	Iteration 14Q: 3 clusters Score -1194596 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1195003.000000 Penalty: 3195.606689
	Iteration 15Q: 3 clusters Score -1195003 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1195288.875000 Penalty: 3195.606689
	Iteration 16Q: 3 clusters Score -1195289 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1195531.375000 Penalty: 3195.606689
	Iteration 17Q: 3 clusters Score -1195531 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1195721.875000 Penalty: 3195.606689
	Iteration 18Q: 3 clusters Score -1195722 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1195908.750000 Penalty: 3195.606689
	Iteration 19Q: 3 clusters Score -1195909 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1196065.375000 Penalty: 3195.606689
	Iteration 20F: 3 clusters Score -1196065 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1196175.500000 Penalty: 3195.606689
	Iteration 21Q: 3 clusters Score -1196176 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1196263.875000 Penalty: 3195.606689
	Iteration 22Q: 3 clusters Score -1196264 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1196334.875000 Penalty: 3195.606689
	Iteration 23Q: 3 clusters Score -1196335 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1196384.000000 Penalty: 3195.606689
	Iteration 24Q: 3 clusters Score -1196384 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1196407.125000 Penalty: 3195.606689
	Iteration 25Q: 3 clusters Score -1196407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1196427.750000 Penalty: 3195.606689
	Iteration 26Q: 3 clusters Score -1196428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1196444.500000 Penalty: 3195.606689
	Iteration 27Q: 3 clusters Score -1196444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1196461.250000 Penalty: 3195.606689
	Iteration 28Q: 3 clusters Score -1196461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1196474.250000 Penalty: 3195.606689
	Iteration 29Q: 3 clusters Score -1196474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1196485.750000 Penalty: 3195.606689
	Iteration 30Q: 3 clusters Score -1196486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1196491.500000 Penalty: 3195.606689
	Iteration 31Q: 3 clusters Score -1196492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1196497.875000 Penalty: 3195.606689
	Iteration 32Q: 3 clusters Score -1196498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1196506.500000 Penalty: 3195.606689
	Iteration 33Q: 3 clusters Score -1196506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1196509.000000 Penalty: 3195.606689
	Iteration 34Q: 3 clusters Score -1196509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1196512.875000 Penalty: 3195.606689
	Iteration 35Q: 3 clusters Score -1196513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1196514.500000 Penalty: 3195.606689
	Iteration 36Q: 3 clusters Score -1196514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1196516.250000 Penalty: 3195.606689
	Iteration 37Q: 3 clusters Score -1196516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1196516.250000 Penalty: 3195.606689
	Iteration 38Q: 3 clusters Score -1196516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1196516.250000 Penalty: 3195.606689
	Iteration 39F: 3 clusters Score -1196516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -46202.027344 Penalty: 1073.800171
	Iteration 0F: 2 clusters Score -46202.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -44924.066406 Penalty: 2147.600342
	Iteration 0F: 3 clusters Score -44924.07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -45136.824219 Penalty: 2147.600342
	Iteration 1F: 3 clusters Score -45136.82 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -45196.835938 Penalty: 2147.600342
	Iteration 2F: 3 clusters Score -45196.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -45223.722656 Penalty: 2147.600342
	Iteration 3Q: 3 clusters Score -45223.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -45235.308594 Penalty: 2147.600342
	Iteration 4Q: 3 clusters Score -45235.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -45241.828125 Penalty: 2147.600342
	Iteration 5Q: 3 clusters Score -45241.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -45244.824219 Penalty: 2147.600342
	Iteration 6Q: 3 clusters Score -45244.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -45246.140625 Penalty: 2147.600342
	Iteration 7Q: 3 clusters Score -45246.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -45247.656250 Penalty: 2147.600342
	Iteration 8Q: 3 clusters Score -45247.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -45250.562500 Penalty: 2147.600342
	Iteration 9Q: 3 clusters Score -45250.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -45251.480469 Penalty: 2147.600342
	Iteration 10Q: 3 clusters Score -45251.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -45253.464844 Penalty: 2147.600342
	Iteration 11Q: 3 clusters Score -45253.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -45254.027344 Penalty: 2147.600342
	Iteration 12Q: 3 clusters Score -45254.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -45255.179688 Penalty: 2147.600342
	Iteration 13Q: 3 clusters Score -45255.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -45255.179688 Penalty: 2147.600342
	Iteration 14F: 3 clusters Score -45255.18 nChanged 0
--- Evaluating fit on full set of 2048086 points ---
Entering Unmasked Estep 
Score: -125146472.000000 Penalty: 40145.800781
25->18 Clusters: Score -125146472.000000, best is -125488632.000000

Main iterations: 0 (time per=infms)
Total iterations: 29585 (time per=271.543692ms)
Iterations metric 2: 1463092379648.000000 (time per=5.490850ns)
Iterations metric 3: 35114442555392.000000 (time per=228.783929ps)

That took 8033.620117 seconds.
